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https://openalex.org/W4223457172
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https://harmreductionjournal.biomedcentral.com/track/pdf/10.1186/s12954-022-00622-8
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English
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Integration of a community-based harm reduction program into a safety net hospital: a qualitative study
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Harm reduction journal
| 2,022
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cc-by
| 9,491
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Khan et al. Harm Reduction Journal (2022) 19:35
https://doi.org/10.1186/s12954-022-00622-8 Khan et al. Harm Reduction Journal (2022) 19:35
https://doi.org/10.1186/s12954-022-00622-8 Open Access Abstract Background: Community-based harm reduction programs reduce morbidity and mortality associated with drug
use. While hospital-based inpatient addiction consult services can also improve outcomes for patients using drugs,
inpatient clinical care is often focused on acute withdrawal and the medical management of substance use disorders. There has been limited exploration of the integration of community-based harm reduction programs into the hospital
setting. We conducted a qualitative study to describe provider perspectives on the implementation of a harm reduc‑
tion in-reach program. Methods: We conducted 24 semi-structured interviews with providers from three different primary work sites within
a safety net hospital in Boston, MA, in 2021. Interviews explored perceived facilitators and barriers to the implemen‑
tation of the harm reduction in-reach program in the hospital setting and solicited recommendations for potential
improvements to the harm reduction in-reach program. Interviews were analyzed using an inductive approach that
incorporated principles of grounded theory methodology to identify prevailing themes. Results: Twenty-four participants were interviewed from the harm reduction in-reach program, inpatient addic‑
tion consult service, and the hospital observation unit. Thematic analysis revealed seven major themes and multiple
facilitators and barriers to the implementation of the harm reduction in-reach program. Participants highlighted the
impact of power differences within the medical hierarchy on inter-team communication and clinical care, the persis‑
tence of addiction-related stigma, the importance of coordination and role delineation between care team members,
and the benefits of a streamlined referral process. Conclusions: Harm reduction programs offer accessible, patient-centered, low-barrier care to patients using drugs. The integration of community-based harm reduction programs into the inpatient setting is a unique opportunity to
bridge inpatient and outpatient care and expand the provision of harm reduction services. Trial registration: Not applicable. Keywords: Harm reduction, Substance use, Patient-centered care, Addiction consult service Integration of a community‑based harm
reduction program into a safety net hospital:
a qualitative study Ghulam Karim Khan1*, Leah Harvey1,2, Samantha Johnson2,3, Paul Long1, Simeon Kimmel1,2,3,
Cassandra Pierre2,4 and Mari‑Lynn Drainoni2,5,6 © The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which
permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the
original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or
other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line
to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory
regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this
licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco
mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Background Harm reduction is a collection of practical strategies
and ideas designed to decrease the health, social, and/
or economic consequences of drug use and serve as an
alternative to abstinence-based policies and program-
ming. It acknowledges that people who use drugs have *Correspondence: ghulam.khan@bmc.org p
g
g
1 Section of General Internal Medicine, Department of Medicine, Boston
University School of Medicine, 801 Massachusetts Ave, 2nd floor, Boston,
MA 02118, USA Full list of author information is available at the end of the article Full list of author information is available at the end of the article © The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which
permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the
original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or
other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line
to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory
regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this
licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco
mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Page 2 of 11 Khan et al. Harm Reduction Journal (2022) 19:35 a right to use drugs and to use them in a safe manner. Examples of harm reduction programs include syringe
service programs (SSPs), opioid overdose education and
naloxone distribution (OEND), and low-barrier super-
vised consumption sites [1, 2]. Harm reduction is a social
movement which seeks to affirm the dignity and rights
of people who use drugs. The concept of harm reduc-
tion grew from informal, grassroots advocacy efforts led
by people who use drugs themselves in response to the
widespread moralistic view of drug use during the early
HIV/AIDS epidemic [3, 4]. In the USA, the government-
sponsored War on Drugs exemplified the antagonistic
and punitive response to drug use and addiction. Typi-
cally, harm reduction programs function in the commu-
nity outside of medical centers due to legal and logistical
barriers as well as debates about the role of harm reduc-
tion in clinical care [5, 6]. Until recently, addiction care
and harm reduction specifically had been marginalized
or excluded from general medical care, creating further
barriers to the integration of harm reduction services and
approaches into medical centers [2]. the first month after discharge, as well as a lower 30-day
readmission rate [12, 13]. Inpatient addiction consult
services are also able to start medications for opioid use
disorder as well as link patients to outpatient care [14]. Study design We conducted qualitative interviews with 24 individu-
als working in harm reduction or who have contact with
the harm reduction program from the observation unit
or ACS. The semi-structured interviews were conducted
in order to gain a better understanding of the implemen-
tation of a community-based harm reduction in-reach
program. Though harm reduction programs have been present
in the community for decades, addiction consult ser-
vices have recently been implemented in inpatient medi-
cal settings. Inpatient addiction consult services typically
offer clinical care, pharmacologic treatment, behavioral
interventions, and patient-centered education for indi-
viduals who are hospitalized and use drugs. In contrast
to community-based harm reduction programs, inpa-
tient addiction consult services are often focused on the
medical management of substance use disorders and
acute withdrawal [10]. Limited qualitative data suggest
that inpatient addiction consult services can decrease
substance use while improving emotional well-being and
socioeconomic circumstances [11]. Patients who are seen
by multi-disciplinary addiction consult teams while hos-
pitalized are more likely to reduce use of substances in Modeling studies suggest that addiction consult services
are cost-effective while also saving lives [15]. f
Despite the proven benefit of community-based harm
reduction programs and high hospitalization rates of
people who use drugs (PWUD), there has been lim-
ited exploration of the integration of community-based
harm reduction programs into the hospital setting. PWUD often experience addiction-related stigma (e.g.,
poorly controlled withdrawal or pain, loss of autonomy,
room searches) during hospitalization and, as a result,
delay necessary hospital care and often elect to leave
the hospital before they are clinically optimized as a
patient-directed discharge [10, 16, 17]. Though inpa-
tient addiction consult services have helped to improve
medical management of addiction and withdrawal from
substances, integrating harm reduction specialists into
the hospital setting could offer a more patient-centered
approach to care and could facilitate improved clinical
outcomes and safer discharges [10, 18]. Community harm reduction programs reduce morbid-
ity and mortality associated with drug use and address
racial and health-related inequities in a cost-effective
manner. SSPs, OEND programs, and supervised con-
sumption, also called overdose prevention sites, have all
been shown to lessen the harmful consequences of injec-
tion drug use. Harm reduction programs provide educa-
tion on how to safely inject as well as how to reduce risk
of infection [1, 2]. Increased utilization of SSPs and access
to naloxone can play a significant role in mitigating the
overdose crisis and related outbreaks of infectious dis-
eases [7]. OEND programs have been found to increase
readiness for substance use treatment and decrease self-
reported opioid use [8]. Likewise, SSPs are effective at
reducing HIV transmission when implemented as part of
a multifaceted addiction program [9].h In 2019, Project TRUST, a harm reduction program
at Boston Medical Center (BMC), initiated an in-reach
program in the BMC short-stay observation unit. We
conducted a qualitative study with staff from the harm
reduction program, observation unit, and addiction con-
sult service (ACS). Our aims were to describe barriers
and facilitators to the implementation of a community-
based harm reduction in-reach program within the hos-
pital and to solicit suggestions for improvement from the
perspectives of both community-based harm reduction
specialists and hospital-based healthcare providers. Data collection
Th
i The semi-structured interview guide (see “Appendix A”)
included nine open-ended questions. The initial por-
tion of the guide explored the participants’ understand-
ing of housing insecurity and available support services
for patients experiencing housing insecurity admitted
to the observation unit. Participants were then asked to
describe their perception of the function and value of the
harm reduction in-reach program. Subsequent questions
explored perceived facilitators and barriers to the use of
the harm reduction in-reach program. Participants were
specifically asked to describe their department’s support
of the harm reduction in-reach program, their impres-
sion of the consult referral processes and logistics, edu-
cational resources, staff availability, and patient desire
for harm reduction services. The interview guide closed
with a question regarding the impact of the COVID-19
pandemic on the availability of support services in the
hospital and an exploration of any changes to the harm
reduction in-reach program that participants would like
to see pursued. BMC also operates a harm reduction program called
Project TRUST (PT). PT is a community-based drop-
in site located across the street from BMC with a street
outreach team. Through PT, BMC employs harm reduc-
tion specialists, a nurse practitioner, and an infectious
diseases and addiction medicine physician who provide
harm reduction education and safer consumption sup-
plies (e.g., sterile injection and smoking equipment),
infectious disease testing and prevention, addiction
treatment resources (e.g., detoxification referrals, bridge
buprenorphine prescriptions), and offer patient naviga-
tion assistance. PT leverages BMC’s expertise in addic-
tion medicine, existing infrastructure, and extensive
resources through an integrated prevention and support
services navigation model that addresses the barriers to
care and services faced by PWUD. Since 2019, PT has
also conducted a novel harm reduction hospital in-reach
program in the observation unit. PT harm reduction spe-
cialists are consulted to come into the inpatient setting to
provide harm reduction counseling and facilitate post-
discharge linkage to care for PWUD who are admitted to Participants completed a written demographic form
at the time of data collection. Between January and
March 2021, an interviewer (GKK) conducted confi-
dential semi-structured interviews with 24 participants. The institutional review board of Boston Medical Center
and the Boston University Medical Campus approved
all study protocols and allowed a waiver of documenta-
tion of consent by the participants. Interviews were con-
ducted virtually over Zoom Video Communications Inc. (Zoom, Version 5, 2021). Study siteh The study was conducted at Boston Medical Center
(BMC), the largest safety net hospital in New England
[19]. BMC is a 514-bed academic medical center with
a commitment to providing accessible care to the com-
munity. Approximately 72% of BMC patients come from
underserved populations, including the low-income and
elderly, and the majority are publicly insured. Thirty-two Khan et al. Harm Reduction Journal (2022) 19:35 Khan et al. Harm Reduction Journal (2022) 19:35 Page 3 of 11 BMC. PT harm reduction specialists advocate to other
care hospital-based care teams on behalf of their patients. Both ACS and PT are frequently consulted in the care of
PWUD admitted to the BMC observation unit. percent of patients do not speak English as their pri-
mary language [20]. Thirty-five percent of BMC patients
were identified as African-American, 24% as Hispanic
or Latino/a, and 25% as white [21]. BMC also serves as a
national hub for substance use disorder (SUD) resources. BMC’s comprehensive substance use disorder manage-
ment includes an office-based addiction treatment pro-
gram, a low-barrier SUD urgent care clinic, integrated
addiction and prenatal care programs, a multifaceted
program for adolescents and young adults who use sub-
stances, a community-based harm reduction and street
outreach program, and an inpatient addiction consult
service [22]. Recruitment Study participants were individuals who worked in the
hospital observation unit, on ACS, or as part of the harm
reduction in-reach program. We employed a convenience
sampling strategy. An initial recruitment email asking if
individuals were willing to participate in a semi-struc-
tured, confidential interview was sent to potential partic-
ipants in each work site via departmental contact listings. Individuals who replied to the recruitment email indicat-
ing interest in participating were then contacted by study
personnel, and eligibility was assessed according to inclu-
sion criteria: age > 18 years old, job description (nurse,
physician, midlevel provider, public health navigator, or
social worker), and English speaking. BMC’s observation unit is a 28-bed inpatient unit
where patients with lower clinical acuity and anticipated
length of stay of less than 24 h can be admitted. Patients
with skin and soft tissue infections, chest pain and other
acute clinical conditions with concomitant substance use
disorder are frequently admitted to this unit and may
experience acute withdrawal from opioids or other sub-
stances. For patients who would not otherwise be admit-
ted to the hospital, the observation unit setting facilitates
care coordination beyond what is typically possible in the
emergency room and enables access to addiction-related
resources that are less readily available in the ambulatory
setting. One such resource is ACS, a physician-led inpa-
tient medical consultation team that provides guidance
on the intensive medical management of substance use
disorders and acute withdrawal, including medication
initiation and linkage to outpatient substance use disor-
der treatment with methadone and buprenorphine, and
peer recovery coaching and social work support. Data collection
Th
i Each of the 24 interviews lasted
between 20 and 45 min and were audio-recorded with
participants’ permission. Khan et al. Harm Reduction Journal (2022) 19:35 Khan et al. Harm Reduction Journal (2022) 19:35 Page 4 of 11 Table 1 Participant characteristics Results In total, 24 participants were interviewed. A majority of
participants were recruited from ACS [16]. Four partici-
pants each were recruited from the community-based
harm reduction in-reach program and the observation
unit. Most participants self-identified as clinical provid-
ers [20], including nurse practitioners, physician assis-
tants, social workers, and physicians. Other participants
were identified as harm reduction specialists [4]. Twenty
participants were identified as White, two as Black or
African-American, and two as Asian. Thirteen partici-
pants were identified as female, and 11 participants were
identified as male (Table 1). Interviewees from all three primary work sites identi-
fied conflicts between the structure of the US healthcare
system and the ethos of harm reduction as barriers to the
implementation of a community-based harm reduction
in-reach program. A harm reduction worker explained: I think I have issues with our medical system over-
all and how – and the for-profit system that we have
with insurance and all of that, but you see it really
impact those who are the most disadvantaged and
need the most resources because there is no flex-
ibility within a lot of these institutions to meet the
needs of the patients that have it, have the highest
needs. They set systems for those who have the lowest
needs and it’s the oftentimes that they’re just making
– they’re trying to get these patients that don’t fit the
mold to fit the mold instead of changing the mold to
fit the patients. – Participant 1 Data analysis Audio recordings were professionally transcribed verba-
tim for qualitative analysis. Transcripts were reviewed
by the interviewer (GKK) for accuracy. Analysis took
an inductive approach that incorporated principles of
grounded theory methodology [23]. To create the code-
book, two members of the research team (GKK and LH)
coded the first transcript independently and met to dis-
cuss their findings. Thereafter, the two researchers coded
sets of three transcripts independently and met regularly
to update the codebook in an iterative fashion. This pro-
cess continued until all of the interviews had been coded,
and consensus had been achieved across all transcripts. All transcripts were coded and analyzed using NVivo
12.0 (QSR International Pty Ltd, version 12, 2018). N
Gender
Male
11
Female
13
Race
White
20
Black or African-American
2
Asian
2
Primary work site
Observation unit
4
Harm reduction in-reach program
4
Addiction consult service
16
Role
Clinical provider
20
Harm reduction specialist
4 N Following the completion of the coding process, mem-
bers of the study team (GKK and LH) engaged in the-
matic analysis. Emerging themes were identified and
discussed by the two coders and then shared with the
larger research team for feedback and further discussion
using a grounded theory approach [23]. The research
team focused on developing themes related to the aims of
describing facilitators and barriers to the implementation
of a community-based harm reduction in-reach program
as well as identifying desired changes to an existing com-
munity-based harm reduction in-reach program. addiction care. Ultimately, participants expressed the
desire to develop accessible, low-barrier harm reduction
programs with staffing that reflect the patient popula-
tions they serve. 1. The US healthcare system neglects social determi-
nants of health and incentivizes expediency, which
often conflicts with harm reduction work. Themesh – Participant 1 People who use drugs are often wary of medical staff
and so they often will ask for us, or when they see us,
they’ll tell us stuff that they wouldn’t normally tell,
tell the medical staff, whether it be nurses, doctors,
social workers, this often may mean, you know, I’m
in a lot of pain, but I don’t want to say this, because
they’re gonna think I’m drug seeking, that’s some-
thing that we get constantly and I hate to say this,
but often, I think our clients, and I’ve done it myself
like, they feel overwhelmed or pressured a little bit to
say what they think people want to hear. – Partici-
pant 15 2. Addiction-related stigma toward patients negatively
impacts both patients and harm reduction special-
ists, contributing to provider burnout and patient
mistrust of the medical system. While the inherent conflict between harm reduction
work and system-level financial priorities was frequently
implicated as contributing to staff burnout and cited as a
key barrier to care, addiction-related stigma that patients
face was also described as an important barrier by both
ACS providers and harm reduction specialists. This
stigma is thought to be perpetuated by a misperception
of substance use disorders as a choice or moral failing
rather than as a disease process. One addiction consult
team member stated: Addiction-related stigma acts as a barrier to the provi-
sion of care to patients by creating a cycle of mistrust that
often results in patient-directed discharges. Alternatively,
harm reduction programs offer an opportunity to foster
trust between patients and the medical system. 3. The inpatient setting and inherent power hierar-
chies in the clinical environment feel unfamiliar and
unwelcoming to community-based harm reduction
specialists. Yeah, like the way they treat and judge. You know,
like the revolving door conversations that they’re not
going to get no better, you’re going to see them again
next week. While if you are more educated about the
disease of addiction, and what it can do to a person,
it’s not like that person wanted to grow up to be a
person who shoots drugs and overdose. That’s not
their dreams when they were a little kid, like things
happened to them before they even pick up the drug. Themesh Thematic analysis revealed seven major themes. Partici-
pants identified themes ranging from attitudes around
the practice of harm reduction in the USA to specific
reflections on the community-based harm reduction in-
reach program and referral process. An area that was
repeatedly discussed was the impact of innate power dif-
ferences within the medical hierarchy on workplace com-
munication and clinical care. Participants also described
the barrier of addiction-related stigma and empha-
sized the need for the clear delineation of work roles in Harm reduction philosophies in healthcare attempt
to be patient-centered and focus on the patient’s experi-
ence and values. In doing so, the patient’s needs can be
prioritized over efficiency and expediency, which could
potentially incur a higher financial cost for the health
system. For example, a patient might be kept in the Page 5 of 11 Page 5 of 11 Khan et al. Harm Reduction Journal (2022) 19:35 Khan et al. Harm Reduction Journal (2022) 19:35 like taking off a Band-Aid and you’re cured. – Par-
ticipant 6 hospital beyond when they are “medically” ready for dis-
charge, in order to arrange for an appropriate discharge
that addresses housing and safety. The harm reduction
specialists, in particular, voiced frustrations and per-
ceived differences in priorities for their patients between
the greater health system and their services. One harm
reduction worker described: Participants explained that addiction-related stigma
is often exemplified by interactions between clinical
staff and patients. Negative interactions and micro-
aggressions can create an unwelcoming environment for
patients, which can disrupt clinical care and potentially
prompt patients to leave the hospital. Participants from
all three work sites described situations in which stigma
has disrupted a therapeutic relationship between patients
and providers. An ACS member describes: When I was an outreach worker, and I was doing
outreach, I was just pissed all the time because
you’re literally just looking at people dying. You’re
going why is this just down to money, but a lot of
our – the systems in the hospital, a lot of them are
established around keeping everything profitable
and keeping everything going. That causes a lot of
tension. Themesh But they just haven’t dealt with and don’t know how
to deal with and found something to take them out-
side that pain, and they’re running with it. And it’s
something that became their best friend, their love,
their mother, their father, that disease of addiction
is there for them to take them out of the pain that
they don’t want to feel. And the longer they stay out
there, the more baggage that comes on top that they
have to work to get out of that recover piece. So, if
you understand that, okay educated about that,
then you will understand that it’s not easy. It’s not Participants from the harm reduction in-reach pro-
gram highlighted the difficulties arising from working in
a new environment. The harm reduction in-reach pro-
gram intentionally employs people with lived experience
of addiction. One harm reduction worker explained how
this intended facilitator of a successful harm reduction
program can actually become a barrier: I think one of the harder things for the outreach
workers specifically is they still feel that too, that
hierarchy. We really try to hire from the community. Most all of our outreach workers are peers in some
sort, so most of them have used substances them-
selves and had their own struggles with substance
use disorder or what have you. What ends up being
difficult for the outreach workers is that they don’t
get much more respect initially from the provid-
ers and nurses on the floor or within the medical – Khan et al. Harm Reduction Journal (2022) 19:35 Page 6 of 11 or within medical clinics that we’re going into. The
patients can also sense that. – Participant 1 or within medical clinics that we’re going into. The
patients can also sense that. – Participant 1 or within medical clinics that we’re going into. The
patients can also sense that. – Participant 1 therapeutic alliance between patients and their care
teams. The above participant explains that harm reduction
specialists with lived experience are often not treated as
professionals with expertise and a valuable skill set. As
a result, the harm reduction specialists have found the
hierarchical world of inpatient medicine unwelcoming
and difficult to navigate. 5. Clearly delineated roles reduce redundancy and
streamline harm reduction services. The potential for miscommunication is compounded
when roles are not clearly delineated. The services pro-
vided by community-based harm reduction specialists
can potentially overlap with hospital-based addiction
specialists. One ACS clinician identified the importance
of routine and clear task delegation: fi
In addition to the power discrepancies between harm
reduction specialists and hospital staff, harm reduction
specialists also face an unfamiliar communication style in
the inpatient setting. I think that it would be helpful to have a daily rou-
tine of who to expect at what time, so that those
point people will be the point people to talk to if we
need to delegate screening for treatment programs or
whatever, so that we’re not all doing the same thing
at the same time. – Participant 11 They understand the hidden curriculum in the OBS
unit, which might be for example; if someone is oth-
erwise ready for discharge, an advocate might not
be as well received by storming in and saying there’s
no way you can let this patient out the door right
[now]. There’s a hidden curriculum that we learn in
medical school and residency in terms of how teams
interact and make suggestions and disagree with one
another. – Participant 4 Clearly defined roles can facilitate the provision of effi-
cient, patient-centered harm reduction services. Many
participants also cited a need for a centralized, stream-
lined process to consult the harm reduction specialists. The hospital environment was viewed as frequently
inhospitable to harm reduction specialists who have less
experience in the inpatient setting and are less familiar
with inpatient workflows and clinical communication. 6. Harm reduction programs should reflect the patient
populations they serve. 6. Harm reduction programs should reflect the patient
populations they serve. In considering the role that a harm reduction team
should play in the hospital environment, participants
across all three work sites emphasized the specific need
for harm reduction specialists to identify with the patient
populations they serve. A harm reduction specialist
described the in-reach team: 4. or within medical clinics that we’re going into. The
patients can also sense that. – Participant 1 Miscommunication negatively impacts patient care
and hinders the provision of harm reduction services. 4. Miscommunication negatively impacts patient care
and hinders the provision of harm reduction services. Participants cited difficulties in communication as
a common barrier to the provision of harm reduction
services to patients. Harm reduction specialists do not
document their conversations and services in the patient
chat. One ACS clinician explained that although this
issue is not specific to harm reduction, it is an important
barrier nonetheless. Forming a care team pushes it – pushes them to col-
laborate and get rid of that hierarchy, so that’s really
what we’ve tried to be at Project TRUST is make the
outreach workers empowered enough to feel like they
can talk up, they can advocate because they are an
example for our patients, and if our patients feel
like okay, I see somebody looks like me, has the same
life experience as me, they are advocating for me. They’re getting what they want. They are able to talk
with the doctors like a normal person. It’s not this
person that’s just over them that’s smarter than them
or doesn’t understand them. – Participant 1 So I think that’s not a - it’s not a problem that’s
exclusive in any way to these teams. I think it just,
whenever you have more - the more people that are
involved there’s always more risk of kind of poor
communication because there are more people who
need to communicate, and then there’s more risk
of harming patient trust or therapeutic alliance by
them perceiving kind of lack of team cohesion or lack
of communication. – Participant 23 Staffing the harm reduction in-reach program with
peers with lived experience facilitates the development
of a therapeutic relationship between clinical staff and
patient. The addition of harm reduction specialists to an
already extensive care team necessarily increases and
can complicate inter-team communication as well as
communication between providers and patients. Any
miscommunication can fracture trust and threaten the While many participants explained that harm reduc-
tion specialists with lived experience are best able to
provide accessible harm reduction services, several Khan et al. Harm Reduction Journal (2022) 19:35 Page 7 of 11 participants further expounded on the ideal for harm
reduction specialists to racially and ethnically reflect the
populations they serve. or within medical clinics that we’re going into. The
patients can also sense that. – Participant 1 As one harm reduction specialist
explained, each patient has different goals and priorities: We’ve made our interventions purposely very flexible
as far as time periods because we know that, espe-
cially with this population that we deal with, they
– there is no set formula to getting somebody clean
or getting somebody to invest in even caring about
themselves enough to use clean needles every day. –
Participant 1 We’ve made our interventions purposely very flexible
as far as time periods because we know that, espe-
cially with this population that we deal with, they
– there is no set formula to getting somebody clean
or getting somebody to invest in even caring about
themselves enough to use clean needles every day. –
Participant 1 or within medical clinics that we’re going into. The
patients can also sense that. – Participant 1 of a scheduled “addiction care check-in” for all provid-
ers involved in the care of patients with substance use
disorders. Participants from all three primary work sites
highlighted the need for an automated referral pathway
that could identify high-risk patients early in their clini-
cal course in order to involve the harm reduction in-
reach program as early as possible and potentially reduce
patient-directed discharges. I think having a really diverse group of people in
there, I think is helpful, especially patients coming
from different backgrounds, people of color, et cetera,
I think connecting with people is important in that
respect. – Participant 12 That could look a whole bunch of different ways. At
BMC, we have a lot of the IT infrastructure in terms
of the basics in place, but I don’t think we’ve lever-
aged it as much as we could to do things like have
algorithms that might generate an automatic refer-
ral. And in a case like this, that might look like some-
one with a substance use disorder diagnosis on their
list who’s had two or more OBS presentations or you
could hash out what the algorithm would look like,
but I think that would be really facilitating so that
the Project TRUST team gets pulled in earlier in the
admission rather than when if a patient might be
feeling like their withdrawal is uncontrolled and not
having a good experience and considering leaving in
a patient-directed manner. – Participant 4 7. The referral process should be low barrier and facili-
tate the identification of patients who would benefit
from harm reduction services. 7. The referral process should be low barrier and facili-
tate the identification of patients who would benefit
from harm reduction services. 7. The referral process should be low barrier and facili-
tate the identification of patients who would benefit
from harm reduction services. Harm reduction programs work to meet patients where
they are, with respect to their substance use. Success-
ful harm reduction programs are flexible in the provi-
sion of their services. Discussion Harm Reduction Journal (2022) 19:35 Page 8 of 11 Community-based harm reduction specialists typically
have limited experience with the structure and workflow
of the inpatient setting [31]. Consequently, they struggle
to gain acceptance from primarily hospital-based work-
ers and often experience similar stigma as the PWUD
whom they are consulted to see [32]. One of the ACS cli-
nicians aptly named the “hidden curriculum” that exists
in the hospital. Hospital-based providers undergo years
of training that facilitate an effective and efficient form of
communication that is medical treatment-focused, rather
than harm reduction-focused [33]. Community-based
harm reduction specialists are not always privy to this
communication style and therefore can be seen as inter-
rupting the efficiency of clinical work flow when they are
providing their consultation services to PWUD.fi complications of substance use [24]. At the same time,
costs and overcrowding are often cited as pressures
to decrease hospital length of stay and to discharge
patients as early as medically feasible [25]. While the
financial feasibility of harm reduction in-reach repre-
sents an area for additional research, we do know that
inpatient addiction medicine consultation is effective
at reducing repeat hospitalizations and morbidity asso-
ciated with substance use disorders and these results
suggest that harm reduction in-reach may be a valuable
mechanism to support inpatient addiction medicine
consultation [12, 26]. Alongside a lack of institutional and systemic sup-
port for harm reduction philosophies, participants cited
addiction-related stigma as a major barrier to the success
of a harm reduction in-reach program. The ACS clini-
cians and harm reduction specialists interviewed were
intimately familiar with the spectrum of addiction care,
including harm reduction and non-abstinence-focused
strategies. Observation unit staff, however, had less
experience with harm reduction. As a result, there were
significant discrepancies in participants’ comfort treat-
ing patients who use drugs, knowledge of substance use
disorder treatment and harm reduction strategies, and
consideration of addiction as a disease process. Addic-
tion and harm reduction specialists both emphasized
the negative impact of ongoing addiction-related stigma
in the hospital setting, which has been demonstrated to
be a significant barrier to the implementation of compre-
hensive harm reduction programs [27]. Multiple partici-
pants suggested that negative interactions and perception
of stigma could increase patient-directed discharges and
disrupt the provision of care, leading to negative health
outcomes and hospital re-admissions. Discussion Patient-directed
discharges represent gaps in our addiction care that
could be partially addressed by harm reduction programs
and inpatient addiction consult services [17].hl Difficulties in communication highlight the impor-
tance of clear role delineation when implementing a
harm reduction in-reach program. As many participants
described, unclear roles between addiction medicine
consultants and harm reduction specialists can be frus-
trating for both patients and other hospital staff. [34]. However, it is important to note that patients often feel
more comfortable communicating their needs and val-
ues to the community-based harm reduction specialist,
with whom they can more closely identify due to shared
experience. [35]. As such, the harm reduction in-reach
program may arrive at different clinical conclusions from
the addiction consult service. For example, patients may
feel pressured to commit to abstinence and pursue phar-
macologic treatment for their SUD rather than acknowl-
edging that their current priority is to continue to use. This represents a missed opportunity for harm reduc-
tion services, such as safer injection education, and often
contributes to a discrepancy between the care plan and
patient behaviors. Furthermore, community-based harm
reduction specialists who are stigmatized upon entering
the hospital environment feel frustrated that they are not
being heard or treated as professional colleagues by the
hospital-based workers [32]. The conflict between the ethos of harm reduction and
the US healthcare system and ongoing addiction-related
stigma contributes to burnout among harm reduction
and addiction specialists and negatively impacts PWUD
[28]. Harm reduction specialists can potentially bridge
these gaps in care and offer an accessible and patient-cen-
tered model of care delivery. Harm reduction specialists,
who often have lived experience with drug use, continue
to refine their expertise by working with clients in the
community setting [29]. When these harm reduction
specialists enter the hospital setting, they bring those
skills and relationships with them. Our results suggest
that patients feel much more comfortable when they are
able to speak with peers who look like them, come from
their communities, and, in some cases, know them from
before their hospitalization [30]. With respect to the harm reduction in-reach program
itself, participants identified the need for the program to
reflect the patient population it serves. Our findings are
consistent with prior studies proposing that harm reduc-
tion in-reach programs should be staffed by peers with
lived experience and who are diverse in race, ethnicity,
and gender identity [36]. Discussion In this study, a community-based harm reduction in-
reach program was identified as a valued program by
ACS staff, hospital observation unit staff, and harm
reduction specialists. While the need for additional harm
reduction services was consistently described, there was
a wide variation in perspectives on how to better imple-
ment harm reduction services in the hospital. Partici-
pants also described multiple barriers and facilitators to
the success of a community-based harm reduction in-
reach program. These included power hierarchies across
hospital systems, addiction-related stigma, and miscom-
munication within the clinical setting.i Bearing this in mind, one ACS staff member theorized
the role that community-based harm reduction special-
ists could play in the hospital setting: But I think that integrating community low barrier
organizations in our healthcare system could make
hospitals much more welcoming places for people
experiencing homelessness or with substance use
disorders, provide better continuity of care and to
places like our bridge clinics that could have ongoing
communication with these sort of community-based
low-barrier organizations, and help sort of follow
people who right now are completely falling through
the cracks who get discharged, and we never hear
or see from them again, until they’re re admitted. –
Participant 14 Harm reduction specialists specifically described the
inherent contradiction between the philosophy and
practice of harm reduction and the US healthcare sys-
tem, which incentivizes patient volume and clinical
expediency. They explained that the provision of harm
reduction services can include counseling, motivational
interviewing, and patient advocacy, which are thought-
ful, time-consuming, and often at odds with hospital
prioritization of the rapid turnover of beds. However,
other addiction clinicians and harm reduction spe-
cialists suggested that the overall cost-effectiveness of
harm reduction in-reach may outweigh the immedi-
ate cost of extending a hospital admission. The exist-
ing literature supports this idea and demonstrates that
community programs decrease downstream medical By being more patient-centered than traditional clinical
care, community-based harm reduction specialists could
help make the hospital a more welcoming environment
and interrupt the cycle of stigma and disengagement
from care. When asked about how to design and integrate a harm
reduction program into the traditional hospital workflow,
participants suggested a variety of models. Suggestions
ranged from modeling the service off of a traditional
medical consult (e.g., cardiology consult) to the creation Khan et al. Harm Reduction Journal (2022) 19:35 Khan et al. Discussion Participants reported that the
most positive interactions involving the harm reduc-
tion in-reach program occurred when PWUD knew that
harm reduction specialists were coming from their own
communities.i Participants suggested a wide variety of specific logis-
tical adaptations to better facilitate the integration of
community-based harm reduction in-reach programs Khan et al. Harm Reduction Journal (2022) 19:35 Page 9 of 11 into the inpatient setting. For example, some participants
suggested modeling the harm reduction in-reach referral
system after a traditional inpatient specialty service con-
sultation. Many participants cited the benefit of having a
separate referral process for the harm reduction in-reach
program that is distinct from other addiction services,
while maintaining close working relationships between
the two teams. While addiction consult services in hos-
pitals often offer counseling and education around safer
injection practices, they generally approach patients from
a medical perspective rather than with a harm reduction
lens [37]. To facilitate the consultation process, partici-
pants requested a clear and automated process for involv-
ing harm reduction specialists, particularly in the care of
high-risk patients who may wish to leave prior to medical
optimization. While this need has been described with
respect to the identification of patients who would ben-
efit from addiction medicine consults, it was emphasized
by participants as a priority for any harm reduction in-
reach program [37].h using a convenience sample, which may have inadvert-
ently introduced a selection bias of participants who were
more supportive of harm reduction hospital in-reach
programs. The morbidity and mortality associated with the ongo-
ing overdose crisis have continued to increase over the
past decade. The COVID-19 pandemic further com-
pounded the impact of the overdose crisis by reducing
access to SSPs and other harm reduction services and
exacerbating underlying mental health issues [38–40]. Harm reduction programs offer a powerful and patient-
centered tool to mitigate the negative consequences of
substance use [41]. As safe consumption sites and other
harm reduction approaches in use in other countries
come to the USA, there will be an opportunity and need
to integrate these into inpatient settings. The lessons
learned from the integration of harm reduction workers
into the observation unit may promote effective imple-
mentation and mitigate challenges. The existing literature focuses on the successes of harm
reduction programs in the outpatient setting or on the
implementation of inpatient addiction medicine services. Conclusionh The integration of community-based harm reduction
programs into the inpatient setting is a unique opportu-
nity to bridge inpatient and outpatient care and expand
the provision of harm reduction services. Future areas for
investigation include explorations of patient perspectives
on harm reduction in-reach programs as well as the clini-
cal effectiveness and cost-effectiveness of harm reduction
in-reach programs. Discussion This study is unique in that it focuses on the integration
of community-based harm reduction programs into the
inpatient environment. Because of its qualitative nature,
the study is able to explore different perspectives around
how to best implement harm reduction in-reach pro-
grams, as well as describe some of the potential impli-
cations on clinical care. Our results describe important
facilitators and barriers to the integration of a commu-
nity-based harm reduction in-reach program into the
inpatient setting. The results augment the existing lit-
erature on potential conflicts between harm reduction
philosophies and privatized medical systems. Our quali-
tative analysis reaffirms the continued negative impact
of addiction-related stigma, contributing to both pro-
vider burnout and patient mistrust of the medical sys-
tem. This study also highlights the importance of clear
communication between harm reduction specialists and
inpatient addiction specialists. It adds the voices of both
harm reduction and addiction specialists to the literature
as they identify ways to improve the provision of harm
reduction services to PWUD who are hospitalized. References 1. Olding M, Ivsins A, Mayer S, Betsos A, Boyd J, Sutherland C, et al. A low-
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3. O’Hare P. Merseyside, the first harm reduction conferences, and the early
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history of harm reduction. Int J Drug Policy. 2007;18(2):141–4. 8. The COVID-19 pandemic has drastically affected
our healthcare system. In what ways has it affected
the referral of unstably housed patients in the BMC
Observation Unit to the Project Trust medical out-
reach team? 5. Heller D, McCoy K, Cunningham C. An invisible barrier to integrating
HIV primary care with harm reduction services: philosophical clashes
between the harm reduction and medical models. Public Health Rep. 2004;119(1):32–9. 6. Hawk KF, Vaca FE, D’Onofrio G. Reducing fatal opioid overdose:
prevention, treatment and harm reduction strategies. Yale J Biol Med. 2015;88(3):235–45. 9. How would you like to see the Project Trust medical
outreach team evolve and what changes to the refer-
ral process for unstably housed patients in the BMC
Observation Unit would you like to see? 7. Saloner B, McGinty EE, Beletsky L, Bluthenthal R, Beyrer C, Botticelli M,
et al. A public health strategy for the opioid crisis. Public Health Rep. 2018;133(1_suppl):24S-34S. 7. Saloner B, McGinty EE, Beletsky L, Bluthenthal R, Beyrer C, Botticelli M,
et al. A public health strategy for the opioid crisis. Public Health Rep. 2018;133(1_suppl):24S-34S. 8. Winhusen T, Wilder C, Lyons MS, Theobald J, Kropp F, Lewis D. Evalua‑
tion of a personally-tailored opioid overdose prevention education and
naloxone distribution intervention to promote harm reduction and treat‑
ment readiness in individuals actively using illicit opioids. Drug Alcohol
Depend. 2020;216:108265. 9. Fernandes RM, Cary M, Duarte G, Jesus G, Alarcao J, Torre C, et al. Abbreviations ACS: Addiction consult service; BMC: Boston Medical Center; OEND: Opioid
overdose education and naloxone distribution; PWUD: People who use
drugs; PT: Project TRUST; SUD: Substance use disorder; SSPs: Syringe service
programs. 10. Sharma M, Lamba W, Cauderella A, Guimond TH, Bayoumi AM. Harm
reduction in hospitals. Harm Reduct J. 2017;14(1):32. https://doi.org/10.
1186/s12954-017-0163-0 Funding g
GKK is supported by the Health Resources & Services Administration (Grant
Number T32HP1000028). LH is supported by the Boston University Clinical
HIV/AIDS Research Training program (Award Number T32AI052074). 15. Barocas JA, Savinkina A, Adams J, Jawa R, Weinstein ZM, Samet JH, et al. Clinical impact, costs, and cost-effectiveness of hospital-based strategies
for addressing the US opioid epidemic: a modelling study. Lancet Public
Health. 2022;7(1):e56–64. References Effectiveness of needle and syringe Programmes in people who
inject drugs—an overview of systematic reviews. BMC Public Health. 2017;17(1):309. Declarations 16. Biancarelli DL, Biello KB, Childs E, Drainoni M, Salhaney P, Edeza A, et al. Strategies used by people who inject drugs to avoid stigma in healthcare
settings. Drug Alcohol Depend. 2019;198:80–6. Acknowledgements 11. Hyshka E, Morris H, Anderson-Baron J, Nixon L, Dong K, Salvalaggio G. Patient perspectives on a harm reduction-oriented addiction medicine
consultation team implemented in a large acute care hospital. Drug
Alcohol Depend. 2019;204:107523. The authors would like to thank all of the participants from the Project TRUST
harm reduction in-reach program, hospital observation unit, and inpatient
addiction consult service. 12. Wakeman SE, Kane M, Powell E, Howard S, Shaw C, Regan S. Impact of
inpatient addiction consultation on hospital readmission. J Gen Intern
Med. 2021;36(7):2161–3. Competing interests
h
h
d
l
h p
g
The authors declare that they have no competing interests. 17. Simon R, Snow R, Wakeman S. Understanding why patients with sub‑
stance use disorders leave the hospital against medical advice: a qualita‑
tive study. Subst Abus. 2020;41(4):519–25. Appendix A: Semi‑structured interview guide
Interview questions: factors may include but are not limited to depart-
mental buy-in, referral processes and logistics, avail-
able educational resources, staff availability, staff
knowledge of the referral program, Project Trust
medical outreach team services, and patient desire
for referral. Received: 4 March 2022 Accepted: 2 April 2022 Received: 4 March 2022 Accepted: 2 April 2022 7. What factors do you feel act as barriers to the refer-
ral of unstably housed patients in the BMC Obser-
vation Unit to the Project Trust medical outreach
team? Barriers may include but are not limited to
departmental buy-in, referral processes and logis-
tics, available educational resources, staff availability,
staff knowledge of the referral program, Project Trust
medical outreach team services, and patient desire
for referral. Author contributions GKK and LH analyzed the data and drafted the manuscript. GKK finalized the
manuscript. MLD and CP provided extensive guidance, feedback, and editing
during the paper development process. GKK conducted the interviews. PL
and SJ assisted in recruitment and drafting the manuscript. SK assisted in
drafting the manuscript. All authors read and approved the final transcript. 13. Wakeman SE, Metlay JP, Chang Y, Herman GE, Rigotti NA. Inpatient
addiction consultation for hospitalized patients increases post-dis‑
charge abstinence and reduces addiction severity. J Gen Intern Med. 2017;32(8):909–16. 14. Trowbridge P, Weinstein ZM, Kerensky T, Roy P, Regan D, Samet JH, et al. Addiction consultation services—linking hospitalized patients to outpa‑
tient addiction treatment. J Subst Abuse Treat. 2017;79:1–5. Appendix A: Semi‑structured interview guide
Interview questions: 1. What clinical problems are unstably housed patients
presenting to the BMC Observation Unit with? 1. What clinical problems are unstably housed patients
presenting to the BMC Observation Unit with? 2. What is your understanding of support services
available for unstably housed patients in the BMC
Observation Unit? 3. What is your familiarity with the Project Trust medi-
cal outreach team referral program for unstably
housed patients in the BMC Observation Unit? 4. What do you think the value of the Project Trust
medical outreach team referral program for unstably
housed patients in the BMC Observation Unit is, and
why do you use this referral program? This study has several limitations. First, our sample size
was limited. We recruited from a single site hospital with
extensive addiction resources and services that may not
be generalizable. Likewise, the majority of participants
were clinical providers and the non-clinical perspective
is likely underrepresented. However, the heterogene-
ity of the sample reflects the diverse roles and perspec-
tives of individuals who provide care for PWUD in this
inpatient setting. Second, participants were selected 5. What is your understanding of how referrals of
unstably housed patients in the BMC Observation
Unit to the Project Trust medical outreach team pro-
gram works? 6. What factors do you feel facilitate referrals of unsta-
bly housed patients in the BMC Observation Unit to
the Project Trust medical outreach team? Facilitating Khan et al. Harm Reduction Journal (2022) 19:35 Page 10 of 11 Page 10 of 11 Khan et al. Harm Reduction Journal (2022) 19:35 factors may include but are not limited to depart-
mental buy-in, referral processes and logistics, avail-
able educational resources, staff availability, staff
knowledge of the referral program, Project Trust
medical outreach team services, and patient desire
for referral. factors may include but are not limited to depart-
mental buy-in, referral processes and logistics, avail-
able educational resources, staff availability, staff
knowledge of the referral program, Project Trust
medical outreach team services, and patient desire
for referral. Boston Medical Center, Boston, MA, USA. 4 Department of Infection Control,
Boston Medical Center, Boston, MA, USA. 5 Evans Center for Implementation
and Improvement Sciences, Boston University School of Medicine, Boston, MA,
USA. 6 Department of Health Law, Policy and Management, Boston University
School of Public Health, Boston, MA, USA. Author details
1 1 Section of General Internal Medicine, Department of Medicine, Boston
University School of Medicine, 801 Massachusetts Ave, 2nd floor, Boston,
MA 02118, USA. 2 Section of Infectious Diseases, Department of Medicine,
Boston University School of Medicine, Boston, MA, USA. 3 Project TRUST, y
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THE IMAGES OF AMERICA AND EUROPE IN THE LINGUISTIC CONSCIOUSNESS OF NATIVE ARABIC SPEAKERS*
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Вестник Кемеровского государственного университета • 2018 • № 4 Вестник Кемеровского государственного университета • 2018 • № 4 Поступила в редакцию 28.07.2018. Принята к печати 31.10.2018. Поступила в редакцию 28.07.2018. Принята к печати 31.10.2018. Аннотация: В статье рассматриваются способы репрезентации обра-
зов Америка и Европа в языковом сознании носителей арабской культуры. Актуальность выбранной темы обусловлена современными геополитически-
ми факторами и экономическими предпосылками современного общества. Объектом исследования является языковое сознание носителей арабской
культуры. Предмет изучения – образы стран, сложившиеся в нем. Результаты
исследования основываются на материале, полученном в ходе проведенного
свободного ассоциативного эксперимента среди носителей арабской культуры. Анализ построенных ассоциативных полей позволил разделить полученные
вербальные реакции на ассоциации смежности и сходства, выделить наиболее
частотные ответы на предъявляемые стимулы, оценить ценностно-эмоцио-
нальную составляющую исследуемых образов и увидеть сходства и различия
в восприятии исследуемых стран арабскими студентами, показать иерархию
семантических связей в оценках стимулов. Предложенные выводы позволя-
ют судить о том, что языковое сознание является динамическим явлением,
на формирование которого большое влияние оказывают современные полити-
ческие, экономические и социокультурные изменения и преобразования. Ключевые слова:
психолингвистика, язы-
ковое сознание, образ,
ассоциативное поле,
реакции Для цитирования: Баландина Е. С. Образы стран в языковом сознании носителей арабской культуры (на
примере образов Америка и Европа) // Вестник Кемеровского государственного университета. 2018. № 4. С. 190–197. DOI: https://doi.org/10.21603/2078-8975-2018-4-190-197 УДК 821.111(73)
ОБРАЗЫ СТРАН В ЯЗЫКОВОМ СОЗНАНИИ НОСИТЕЛЕЙ АРАБСКОЙ КУЛЬТУРЫ
(НА ПРИМЕРЕ ОБРАЗОВ АМЕРИКА И ЕВРОПА)*
Екатерина С. Баландина a, @, ID a Южно-Уральский государственный университет (национальный исследовательский университет),
454080, Россия, г. Челябинск, пр-т Ленина, 76
@ nenash_ek@mail.ru
ID https://orcid.org/0000-0002-1360-7413 * Статья выполнена при поддержке Правительства РФ (Постановление № 211 от 16.03.2013), соглашение № 02.A03.21.00 Введение социальные мифы, формируемые в так называемом
рефлексивном слое сознания. Образы рефлексивного
слоя сознания, в том числе и социальные мифы, кон-
струируются в относительном отрыве от реальной
действительности, с которой они связаны через дру-
гие – чувственные – образы, прямо, непосредственно
отображающие реальное бытие людей [2]. Однако,
с нашей точки зрения, глобализация мирового про-
странства, развитие экономических связей привели
к тому, что представления, мировоззрения людей
и общественное сознание в значительной мере стали
формироваться средствами массовой информации. Практически все сферы человеческой жизни нахо-
дятся под их влиянием. Правильный выбор адресатов
и механизмов во многом определяет успех имиджевых
технологий [3]. Следовательно, на восприятие образов
стран в настоящее время политических игр и эконо-
мических разногласий также оказывают существен-
ное воздействие современные средства массовой ин-
формации, которые воздействуют на формирование Межкультурная коммуникация является важной
частью информационного поля общества. От её
успешного использования зависит эффективность
реализации разного рода социальных, коммерче-
ских и политических проектов. При этом становит-
ся необходимым изучение исторических, социоло-
гических, культурологических, лингвистических
аспектов межкультурной коммуникации с целью
углубления знаний о народе, который является парт
нером в общении [1]. В отечественной науке психо-
лингвистический подход к межкультурному обще-
нию ведётся на основе изучения взаимоотношения
языка, культуры и сознания. Образы стран – это фрагменты языкового созна-
ния, существующие как социальные автостереотипы
(у представителей анализируемой страны) и как на-
циональные предрассудки (у иностранцев). Подоб-
ные ментальные образования трактуются в совре-
менной философии и социальной психологии как 190 Вестник Кемеровского государственного университета • 2018 • № 4 конфликты, грамотно построить государственную
политику в сфере межкультурных отношений [8]. Среди научных работ, посвященных сформу-
лированной проблеме, можно выделить различ-
ные направления исследования: изучение образов
стран представителями российской культуры, ана-
лиз образов стран в политическом дискурсе, меж-
культурной коммуникации, метафорическое моде-
лирование образов-стран и т. д. Научная новизна
представленных результатов обусловлена тем, что
впервые была предпринята попытка целенаправ-
ленного исследования образов стран, сложившихся
в языковом сознании носителей арабской культу-
ры определенной возрастной группы (19–23 года),
выстроена схема анализа полученного материала,
позволяющая описать всестороннее содержание
анализируемых образов. образа той или иной страны за счет различных мани-
пуляционных стратегий. конфликты, грамотно построить государственную
политику в сфере межкультурных отношений [8]. конфликты, грамотно построить государственную
политику в сфере межкультурных отношений [8]. у
ф р
у
ур
[ ]
Среди научных работ, посвященных сформу-
лированной проблеме, можно выделить различ-
ные направления исследования: изучение образов
стран представителями российской культуры, ана-
лиз образов стран в политическом дискурсе, меж-
культурной коммуникации, метафорическое моде-
лирование образов-стран и т. д. Введение Научная новизна
представленных результатов обусловлена тем, что
впервые была предпринята попытка целенаправ-
ленного исследования образов стран, сложившихся
в языковом сознании носителей арабской культу-
ры определенной возрастной группы (19–23 года),
выстроена схема анализа полученного материала,
позволяющая описать всестороннее содержание
анализируемых образов. Помимо этого, каждый этнос характеризуется
своими особыми системами восприятия мира. Они
формируются в процессе практической деятельно-
сти людей на основе их собственного опыта и тра-
диций, унаследованных от предыдущих поколений
[4]. Этнокультурные стереотипы и этнические преду-
беждения, формируемые при этом, играют значимую
роль в моделировании определенного образа той или
иной страны [5]. Под этнокультурным стереотипом
понимается обобщенное представление о типичных
чертах, характеризующих какой-либо народ. Под эт-
ническим предубеждением понимается предвзятое
мнение о национальных свойствах какого-либо эт-
носа, возведенное во враждебную психологическую
установку по отношению к данному этносу [6]. Стереотипное представление об определенной
стране складывается из образа самой страны и образа
населяющего ее народа. Образ страны складывается
из представлений о внешней и внутренней полити-
ке государства, экономике и культуре. Образ нации
складывается из представления о национальном
характере и национальных пристрастиях, внешнем
виде представителя того или иного народа, особен-
ностей образа жизни [7]. Выявление таких особенно-
стях восприятия представляет огромный интерес. Методология исследования Изучение обра-
зов сознания позволит оптимизировать межкуль-
турное общение, предотвратить межэтнические 191 Вестник Кемеровского государственного университета • 2018 • № 4 Вестник Кемеровского государственного университета • 2018 • № 4 В качестве испытуемых для эксперимента было
привлечено 100 арабских студентов в возрасте 19–
23 лет, обучающихся на различных факультетах Баг-
дадского университета. Полученный синхронный
срез языка, представляющий собой построенные
ассоциативные поля, дает возможность описывать
образы сознания определенной возрастной группы
носителей выбранной культуры, поскольку он ов-
нешняет знания, ассоциированные со словом-сти-
мулом в данной конкретной национальной культу-
ре. Достоверность результатов, полученных в ходе
эксперимента, подтверждается положением о том,
что в практике психолингвистики для проведения
анализа образа и включения данных в словарь до-
статочным является ассоциативное поле, состоя-
щее из 100 ассоциатов [13]. В нашем эксперименте
на предъявляемые стимульные слова от 100 респон-
дентов мы получили 100 реакций, тем самым
ни один студент не пропустил интересующий нас
стимул. Важно отметить, что анкеты, предлагаемые
студентам в ходе эксперимента, были составлены
на их родном языке, однако в данной статье для
удобства восприятия анализируемые реакции были
переведены на русский язык при сохранении фор-
мально грамматических характеристик ассоциаций. с элементами различного рода лексических объеди-
нений парадигматического характера. В арабском
ассоциативном поле могут быть выделены следую-
щие ассоциаты, относящиеся к данной группе и со-
ставляющие 8 % от общего количества полученных
ответов: – دلبстрана (3), – ةينيتاللا اكيرمأЛатин-
ская Америка, – نابايلاЯпония, – ايقيرفأАфрика,
– ناكمместо, – ةيرحلا لاثمتстатуя свободы. Детерминационные – к ним относятся ассоциа-
тивные пары, в которых содержание ответа-реак-
ции входит в содержание слова-стимула в качестве
одного из признаков этого содержания. В построен-
ном нами ассоциативном поле арабских студентов
можно выделить следующий ряд ассоциатов, от-
носящихся к данной подгруппе (25 %): словофор-
мы и словосочетания, выявляющие качественные
характеристики образа: – يوقсильная (6), – ميظع
великая (5), – ةئيسплохая (4), – يكذумная (3),
– مخضогромная, – ديعبдалекая, – ميظع دلبве-
ликая страна, – ريقفбедная; несогласованные со
словом-стимулом глаголы: – رفسلاпутешество-
вать (2), – ةبقارمконтролировать. Следует также
отметить, что на данный стимул было получено
2 отказа на ассоциирование. На стимульное слово Европа мы получили спи-
сок реакций, которые представлены следующим
списком. Методология исследования К ассоциациям по предметно-смысло-
вой смежности относятся реакции, составляющие
66 % от общего числа ответов: – يبنجأиностранец
(14), – رفسпутешествие (11), – ريوطتразвитие
(7), – ةحايسтуризм (5), – ةفاقثкультура (4), – ملح
мечта (4), – ملعнаука (3), – مارتحاуважение (2),
– تامظنملاорганизации, – ةريشأتвиза, – يملحмоя
мечта, – ةلادعсправедливость, – يملح سيلне моя
мечта, – عونتразнообразие, – مدقتпрогресс, – ةرجه
иммиграция, – ةينغأпесня, – ةصقистория, – رحبلا
море, – ةيملاعلاмир, – داصتقاэкономика, – ةطيرخ
карта, – ةطيرخкрасивая жизнь. Методология исследования Теоретической основой исследования послу-
жило обоснованное в психолингвистике представ-
ление о том, что явления действительности, вос-
принимаемые человеком в процессе деятельности
и общения, отображаются в его языковом созна-
нии. Это отображение не только фиксирует при-
чинные и пространственные связи явлений и эмо-
ций, вызываемые в ходе восприятия, но и обладает
определенной этнокультурной обусловленностью,
динамичностью и вариативностью [9]. Цель данной статьи состоит в выявлении, фик-
сации и анализе фрагмента языкового сознания
арабских студентов, содержащего осознаваемые
и неосознаваемые знания об Америке и Европе. Одним из средств доступа к сознанию, а также
базой для исследования национально-культурной
специфики образов языкового сознания является
ассоциативный эксперимент. Ассоциативный экс-
перимент – ценный источник информации, способ-
ствующий вскрытию объективно существующих
в психике носителей языка семантических связей
слов, он является одним из способов доступа к со-
знанию с целью изучения содержания того или ино-
го фрагмента языкового сознания [10]. Методоло-
гическим основанием применения ассоциативного
эксперимента стало положение о том, что ассоциа-
ции на каждое конкретное слово-стимул формиру-
ют естественно-языковое поле, имеющее не только
структурно-лексикографический, но и онтологиче-
ский статус [11]. По мнению В. Ф. Петренко, кате-
гории сознания задают определенную рамку вос-
приятия мира, в контексте которой строятся более
частные, так называемые имплицитные теории,
или имплицитные модели, т. е. слабо упорядочен-
ные и плохо рефлексируемые формы организации
знаний субъекта в различных содержательных
областях его обыденного сознания и житейского
опыта [12]. Проанализированный и классифициро-
ванный определенным образом материал позволя-
ет вскрыть внутреннее содержание и смыслы рас-
сматриваемых образов. Актуальность представленной темы во многом
объясняется современной геополитической обста-
новкой, когда на первый план выходят вопросы,
связанные с построением дружественных отно-
шений между государствами и нормализацией по-
литической обстановки в целом. Состояние мира
в условиях глобализации обусловлено не только
позитивными результатами интеграционных про-
цессов, но и обострением противоречий и конфлик-
тов. Это приводит к тому, что в настоящий момент
становится особенно важным выстроить межкуль-
турное общение между представителями различ-
ных стран, основанное на доверии и взаимоува-
жении. В подобном эффективном взаимодействии
значимую роль играют образы стран, сложившие-
ся в языковом сознании, на формирование которых
влияют экономическая ситуация, социокультурная
среда, образование, религия и политическая об-
становка. Таким образом, значимость подобных
исследований обусловлена необходимостью фун-
даментальных разработок лингвистической науки,
связанных с проблемами восприятия и отражения
действительности и способами ее фиксации и ре-
презентации в языковом сознании. Результаты исследования Следовательно, несмотря на некоторую напряжен-
ность в отношениях, существующую между Аме-
рикой и арабскими странами, опрошенные студен-
ты воспринимают анализируемый образ в большей
степени с положительной точки зрения. Данную
мысль подтверждает и анализ полного ассоциатив-
ного поля, где распределение ценностно-эмоцио-
нальных положительных и отрицательных ассоци-
атов соотносится как 74 % к 26 %. Образ Европа вызвал следующие наиболее час
тотные реакции: – يبنجأиностранец (14), – رفس
путешествие (11), – ريوطتразвитие (7), – ارتلجنا
Англия (6), – اسنرفФранция (5), – ةحايسтуризм (5). Европа в языковом сознании арабских студентов
ассоциируется, в первую очередь, с путешествиями,
поскольку общая частотность родственных реак-
ций – رفسпутешествие (11) и – ةحايسтуризм (5)
опережает частотность ассоциата – يبنجأиностра-
нец (14). Европа представляется развитой – ضرأ
землей (4), – داحتالاСоюзом (2) и связана, прежде
всего, с такими странами, как – ارتلجناАнглия (6)
и – اسنرفФранция (5). Ценностно-эмоциональ-
ный спектр всего ассоциативного поля составляют
исключительно положительно окрашенные слова-
ответы, отражающие многоаспектное восприятие
исследуемого образа. Для арабских студентов наиболее частотные ре-
акции на стимульное слово Америка представле-
ны следующим списком ответов: – ةيرحلاсвобода
(11), – ةوقلاсила (9), – ملحмечта (8), – برحلاвойна
(7), – يوقсильная (6), – ميظعвеликая (5), – شيجلا
армия (5). Выделенные реакции демонстрируют
две противоположные точки зрения респондентов
на исследуемый стимул. С одной стороны, Амери-
ка представляется сильной, великой страной-меч-
той, где свобода как наивысшая ценность стала
своеобразным символом, олицетворяющим данное
государство. С другой стороны, внешнеполити-
ческие конфликты с арабским миром несомненно
оказали влияние на восприятие образа Америки,
что объясняет значительную частотность реакций
– برحلاвойна (7) и – شيجلاармия (5). Таким об-
разом, ценностно-эмоциональный спектр ядра ис-
следуемого стимульного слова представлен 75 %
положительными и 24 % отрицательных реакций. Далее нам представляется интересным класси-
фицировать полученные ответы по семантическим
полям. Тем самым мы получим возможность более
глубокого изучения содержания исследуемых об-
разов (таблицы 1 и 2). Таблица 1. Семантические поля образа Америка
Table 1. Semantic fields of the image of America Таблица 1. Семантические поля образа Америка
Table 1. Результаты исследования Рассмотрим
более
подробно
характеристику
ответов-реакций на глубинном уровне отношений, су-
ществующих между содержаниями слов-ассоциатов. Стимульное слово Америка вызвало определен-
ные ассоциации у опрошенных нами студентов,
которые мы можем классифицировать следующим
образом. К ассоциациям по предметно-смысло-
вой смежности относятся ассоциативные пары
слов, не имеющие общих существенных признаков
в своем содержании, в основных значениях членов
которых отражаются реальные отношения смежно-
сти между предметами и явлениями действитель-
ности или содержаниями абстрактных понятий
[14]. Среди ответов, данных арабскими студента-
ми, мы выделили 64 % реакций, которые отнесли
к данной группе: – ةيرحلاсвобода (11), – ةوقلاсила
(9), – ملحмечта (8), – برحلاвойна (7), – شيجلاар-
мия (5), – مالفأкино (4), – ريمدتразрушения (2),
– ةيطارقميدдемократия, – ةينغأпесня, – لكاشمпро-
блемы, – لبقتسملا تاينقتтехнологии будущего,
– بورحلا عيبرарабская весна, – يملحмоя мечта,
– دجمслава, – ةنجلاрай, – مدقتпрогресс, – يبحмоя
любовь, – ةبآكдепрессия, – ةيلامسأرкапитализм,
– ةبالصтвердость, – داصتقاэкономика, – رقف
бедность, – لمعработа, – ةيملاعلاмир, – انلнаша. Классификационные ассоциации составили 27 %:
– ارتلجناАнглия (6), – اسنرفФранция (5), – ضرأ
земля (4), – داحتالاСоюз (2), – ايسآАзия, – ايسور
Россия, – نطولاРодина, – يناثلا تيبلاвторой дом,
– دلبلاстрана, – ةراقконтинент, – ناكمместо, ضرأ
– مالحألاместо мечты, – ةراضحцивилизация. Детерминационные
–
7
%
ассоциативно-
го поля: – ربكأбольшая (4), – ميظعвеликая (2),
– ليمجкрасивая. Таким образом, наиболее частотными ассоциа-
циями на выбранные стимульные слова являются
реакции предметно-смысловой смежности, харак-
теризующие широкий спектр предметов и явлений,
связанных в языковом сознании носителей араб-
ской культуры с исследуемыми образами. Клас-
сификационные реакции в полученных ассоциа-
тивных полях составляют примерно 25 % от всех
ответов, тогда как наименьший процент имеют
группы детерминационных ассоциаций. В свою очередь, ассоциации по сходству можно
разделить на две подгруппы. Классификационные –
ассоциативные пары, члены которых имеют в своих
содержаниях хотя бы один общий существенный
признак. К ним относятся реакции, соотносимые 192 Вестник Кемеровского государственного университета • 2018 • № 4 На следующем этапе анализа было рассмотрено
ядро исследуемых ассоциативных полей. Относи-
тельно объема ядра и принципов его выделения
ученые придерживаются различных точек зрения,
поскольку эти довольно неоднозначные определе-
ния не дают возможности выделить основные ха-
рактеристики ядерных ассоциаций [15]. В статье
мы будем придерживаться мнения, что ядро ассо-
циативного поля составляет около 47 % от общего
числа ответов, т. е. одиночные реакции и реакции,
имеющие небольшой индекс частотности, относят-
ся к периферии ассоциативного поля [16]. Результаты исследования Semantic fields of the image of America
Семантическое поле
%
Реакции
Характеристики:
19 %
– положительные
10 % – ميظعвеликая (5), – يكذумная (3), – مخضогромная, – ميظع دلب
великая страна
– отрицательные
8 % – ةئيسплохая (4), – ريقفбедная, отказ ассоциирования (3)
– нейтральные
1 % – ديعبдалекая
(Военный) конфликт
16 % – برحلاвойна (7), – شيجلاармия (5), – ريمدتразрушения (2),
– لكاشمпроблемы, – بورحلا عيبرарабская весна
Мощь и величие страны
16 % – ةوقلاсила (9), – يوقсильная (6), – ةبالصтвердость
Личные ассоциации
11 % – ملحмечта (8), – يملحмоя мечта, – يبحмоя любовь, – انلнаша
Ценности
11 % – ةيرحلاсвобода (11)
Место
9 % – دلبстрана (3), – ةينيتاللا اكيرمأЛатинская Америка, – نابايلا
Япония, – ايقيرفأАфрика, – ناكمместо, – ةنجلاрай, – ةيملاعلاмир
Социальная сфера
6 % – مالفأкино (4), – ةينغأпесня, – دجمслава
Экономическая сфера
4 % – ةبآكдепрессия, – داصتقاэкономика, – رقفбедность, – لمعработа
Действия
3 % رفسلاпутешествовать (2), ةبقارمконтролировать
Политическая сфера
2 % – ةيطارقميدдемократия, – ةيلامسأرкапитализм
Научная сфера
2 % – لبقتسملا تاينقتтехнологии будущего, – مدقتпрогресс Таблица 1. Семантические поля образа Америка
Table 1. Semantic fields of the image of America
Семантическое поле
%
Реакции
Характеристики:
19 %
– положительные
10 % – ميظعвеликая (5), – يكذумная (3), – مخضогромная, – ميظع دلب
великая страна
– отрицательные
8 % – ةئيسплохая (4), – ريقفбедная, отказ ассоциирования (3)
– нейтральные
1 % – ديعبдалекая
(Военный) конфликт
16 % – برحلاвойна (7), – شيجلاармия (5), – ريمدتразрушения (2),
– لكاشمпроблемы, – بورحلا عيبرарабская весна
Мощь и величие страны
16 % – ةوقلاсила (9), – يوقсильная (6), – ةبالصтвердость
Личные ассоциации
11 % – ملحмечта (8), – يملحмоя мечта, – يبحмоя любовь, – انلнаша
Ценности
11 % – ةيرحلاсвобода (11)
Место
9 % – دلبстрана (3), – ةينيتاللا اكيرمأЛатинская Америка, – نابايلا
Япония, – ايقيرفأАфрика, – ناكمместо, – ةنجلاрай, – ةيملاعلاмир
Социальная сфера
6 % – مالفأкино (4), – ةينغأпесня, – دجمслава
Экономическая сфера
4 % – ةبآكдепрессия, – داصتقاэкономика, – رقفбедность, – لمعработа
Действия
3 % رفسلاпутешествовать (2), ةبقارمконтролировать
Политическая сфера
2 % – ةيطارقميدдемократия, – ةيلامسأرкапитализм
Научная сфера
2 % – لبقتسملا تاينقتтехнологии будущего, – مدقتпрогресс 193 Вестник Кемеровского государственного университета • 2018 • № 4 Таблица 2. Семантические поля образа Европа
Table 2. Результаты исследования Semantic fields of the image of Europe
Семантическое
поле
%
Реакции
Путешествия
32 % – يبنجأиностранец (14), – رفسпутешествие (11), – ةحايسтуризм (5),
– ةريشأتвиза, – ةطيرخкарта
Место
23 % – ارتلجناАнглия (6), – اسنرفФранция (5), – ضرأземля (4), – داحتالا
Союз (2), – ايسآАзия, – ايسورРоссия, – دلبلاстрана, – ةراقконтинент,
– ناكمместо, – ةيملاعلاмир
Научная сфера
11 % – ريوطتразвитие (7), – ملعнаука (3), – مدقتпрогресс
Личные ассоциации
7 % – ملحмечта (4), – يملحмоя мечта, – يملح سيلне моя мечта, – مالحألا ضرأ
место мечты
Положительные
характеристики
7 % – ربكأбольшая (4), – ميظعвеликая (2), – ليمجкрасивая
Традиции и история
6 %– ةفاقثкультура (4), – ةصقистория, – ةراضحцивилизация
Социальная сфера
3 % – عونتразнообразие, – ةينغأпесня, – ةطيرخкрасивая жизнь
Ценности
3 % – مارتحاуважение (2), – ةلادعсправедливость
Экономическая
сфера
3 % – تامظنملاорганизации, – ةرجهиммиграция, – داصتقاэкономика
Дом
2 % – نطولاРодина, – يناثلا تيبلاвторой дом Таблица 2. Семантические поля образа Европа
Table 2. Semantic fields of the image of Europe Полученные данные позволяют сделать вывод,
что в содержательном плане доминируют два се-
мантических поля, демонстрирующие глубинное
восприятие образа: семантическое поле мощи
и силы как признания могущества Америки и ее
обширного влияния и семантическое поле (воен-
ного) конфликта как отражение современного по-
литического и военного противостояния между го-
сударствами. Семантическое поле характеристик
составляет 19 % и представлено относительно
ровным распределением положительно и отрица-
тельно окрашенных ассоциатов, свидетельствую-
щих о двух противоположных точках зрения на ис-
следуемый образ. Далее по наполнению следуют
семантическое поле ценностей, представленное
единичным, но наиболее частотным ответом, груп-
па личностно-ориентированных реакций и семан-
тическое поле места, отражающее географические
ассоциативные связи образа. Оставшиеся выделен-
ные семантические поля фиксируют наиболее важ-
ные, яркие аспекты и сферы влияния, которыми
характеризуется анализируемый образ в языковом
сознании арабских студентов: политика, экономи-
ка, наука, социальная жизнь (кино, шоу-бизнес). культуры и традиций исследуемого образа. Тре-
тьим по значимости и процентному соотношению
выступает семантическое поле ответов, связанных
с развитием и прогрессом, что указывает на при-
знание научной базы Европейского Союза. Инте-
ресным, с нашей точки зрения, является не только
выделение в отдельную группу личных ассоциаций
– ملحмечта (4), – يملحмоя мечта и т. д., но и появ-
ление двух реакций в семантическом поле Дом, от-
ражающих восприятие исследуемого образа в ка-
честве второй Родины. Заключение Представленные семантические поля позво-
ляют увидеть сходства и различия между иссле-
дуемыми образами. В образах Америка и Европа
опрошенные респонденты в одинаковой степени
акцентировали внимание на группе ассоциаций,
связанных с личными мечтами и желаниями жить,
учиться, работать или просто посмотреть эти места. Однако целостное восприятие значительно отличает-
ся. Америка представляется, с одной стороны, стра-
ной-мечтой, с провозглашенной ценностью свобода,
а с другой – страной, породившей военный конфликт. Европа, наоборот, в языковом сознании арабских сту-
дентов связана с отдыхом и научным прогрессом, по-
этому не вызывает отрицательных реакций. Приведенные данные показывают, что основны-
ми смысловыми ассоциациями на анализируемый
образ являются ответы, входящие в семантические
поля путешествия и места. Тем самым мы можем
судить о том, что образ Европа вызывает у моло-
дых людей ассоциации, связанные с отдыхом, что
приводит к отсутствию в семантическом поле ха-
рактеристик отрицательных ассоциатов и выделе-
нию группы реакций, связанных с определением Следовательно, на основе анализа образов Аме-
рика и Европа мы можем сделать вывод, что язы-
ковое сознание является динамическим и подвиж-
ным явлением, изменяющимся под воздействием
внешних факторов – экономических, политических
и социально-культурных условий. Содержание 194 Вестник Кемеровского государственного университета • 2018 • № 4 выми, порой кратковременными ассоциативными
связями, отражающими современное состояние об-
щественного мнения и языкового сознания в целом. существующих в нем образов репрезентирует
не только устойчивые отношения в долговремен-
ной перспективе, но и оперативно дополняется но- Литература р
ур
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«свой – чужой») // Beiträge der Europäischen Slawistischen Linguistik (POLYSLAV). 2002. Vol. 5. P. 295–303. 12. Петренко В. Ф. К проблеме построения образа мира: психосемантический аспект // Общение. Языковое сознание. Межкультурная коммуникация. Калуга: КГПУ им. К. Э. Циолковского, 2005. C. 155–177. 12. Петренко В. Ф. К проблеме построения образа мира: психосемантический аспект // Общение. Языковое сознание. Межкультурная коммуникация. Калуга: КГПУ им. К. Э. Циолковского, 2005. C. 155–177. 13. Тарасов Е. Ф. Актуальные проблемы анализа языкового сознания // Языковое сознание и образ
мира / отв. ред. Н. В. Уфимцева. М.: ИЯз РАН, 2000. С. 24–33. 14. Мартинович Г. А. Опыт комплексного исследования данных ассоциативного эксперимента //
Вопросы психологии. 1993. № 2. С. 93–99. 15. Сергиева Н. С. Пространство и время жизненного пути в русском языковом сознании. СПб.: Наука,
2009. 316 с. 15. Сергиева Н. С. Пространство и время жизненного пути в русском языковом сознании. СПб.: Наука,
2009. 316 с. 16. Зубкова Т. И., Сахарный Л. В., Штерн А. С. Психолингвистика // Прикладное языкознание / отв. ред. А. С. Герд. СПб.: СПбГУ, 1996. С. 245–267. 16. Зубкова Т. Received 28.07.2018. Accepted 31.10.2018. Abstract: The article deals with the representations of the images of America
and Europe in the linguistic consciousness of students from Arab countries. The
relevance of the chosen topic is due to the current geopolitical factors and the
economic prerequisites governing the modern society. The object of the present
study is the linguistic consciousness of the native Arab speakers. The subject is
the country images that are formed in the mind of Arab culture members. The
results of the research are based on the material obtained in the course of the free
associative experiment. An analysis of the constructed associative fields made it
possible to divide the verbal reactions into contiguity and similarity associations;
to select the most frequent responses to the presented stimuli; to evaluate the value-
emotional component of the images and to see the similarities and differences in the
perception of the countries by Arab students; to show the hierarchy of semantic links
and fields in estimates of incentives. The results of the study show that linguistic
consciousness is a dynamic phenomenon, the formation of which is influenced by
the modern political, economic, and sociocultural changes and transformations. Keywords:
psycholinguistics,
linguistic consciousness,
image, associative field,
associations For citation: Balandina E. S. Obrazy stran v iazykovom soznanii nositelei arabskoi kulʹtury (na primere obra
zov Amerika i Evropa) [The Images of America and Europe in the Linguistic Consciousness of Native Arabic
Speakers]. Bulletin of Kemerovo State University, no. 4 (2018): 190–197. DOI: https://doi.org/10.21603/2078-
8975-2018-4-190-197 Литература И., Сахарный Л. В., Штерн А. С. Психолингвистика // Прикладное языкознание / отв. ред. А. С. Герд. СПб.: СПбГУ, 1996. С. 245–267. 195 Bulletin of Kemerovo State University • 2018 • № 4 THE IMAGES OF AMERICA AND EUROPE IN THE LINGUISTIC CONSCIOUSNESS OF NATIVE
ARABIC SPEAKERS* Ekaterina S. Balandina a, @, ID a South Ural State University (national research university),76, Lenin Ave., Chelyabinsk, Russia, 454080
@ nenash_ek@mail.ru
ID https://orcid.org/0000-0002-1360-7413 * The article was supported by the Government of the Russian Federation (Decree No. 211 of 03.16.2013), Agreement No. 02.A0 References Semantika = RUDN Journal of
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7. Tarasenko V. V., Krasnoperova Yu. V. Modelirovanie stereotipov "Rossiia", "Velikobritaniia", "SShA" na
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using the associative experiment data]. Voprosy teorii i praktiki zhurnalistiki = Questions of journalism theory
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regional'nogo iazykovogo soznaniia [Ethnopsycholinguistic aspect of regional linguistic consciousness]. Vestnik * The article was supported by the Government of the Russian Federation (Decree No. 211 of 03.16.2013), Agreement No. 02.A03.21.0011. 196 Bulletin of Kemerovo State University • 2018 • № 4 Rossiiskogo universiteta druzhby narodov. Seriia: Teoriia Iazyka. Semiotika. Semantika = RUDN Journal of
Language Studies, Semiotics and Semantics, no. 4 (2017): 1161–1170.i Rossiiskogo universiteta druzhby narodov. Seriia: Teoriia Iazyka. Semiotika. 15. Sergieva N. S. Prostranstvo i vremia zhiznennogo puti v russkom iazykovom soznanii [Space and
in the Russian linguistic consciousness]. Saint-Petersburg: Nauka, 2009, 316. References Prostranstvo i vremia zhiznennogo puti v russkom iazykovom soznanii [Space and lifetime 14. Martinovich G. A. Opyt kompleksnogo issledovaniia dannykh assotsiativnogo eksperimenta [Experience of
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in the Russian linguistic consciousness]. Saint-Petersburg: Nauka, 2009, 316. 14. Martinovich G. A. Opyt kompleksnogo issledovaniia dannykh assotsiativnogo eksperimenta [Experience of
complex research of associative experiment data]. Voprosy psikhologii = Questions of psychology, no. 2 (1993): 93–99. 15. Sergieva N. S. Prostranstvo i vremia zhiznennogo puti v russkom iazykovom soznanii [Space and lifetime
in the Russian linguistic consciousness]. Saint-Petersburg: Nauka, 2009, 316. p
p
p
y p
g
f p y
gy
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in the Russian linguistic consciousness]. Saint-Petersburg: Nauka, 2009, 316. g
]
g
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16. Zubkova T. I., Saharnyi L. V., Shtern A. S. Psikholingvistika [Psycholinguistics]. Prikladnoe iazykoznanie
[Applied linguistics]. Saint-Petersburg: SPbGU, 1996, 245–267. g
]
g
16. Zubkova T. I., Saharnyi L. V., Shtern A. S. Psikholingvistika [Psycholinguistics]. Prikladnoe iazykoznanie
[Applied linguistics]. Saint-Petersburg: SPbGU, 1996, 245–267. 197
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Prevalence of and risk factors for hepatitis C virus antibody among people who inject drugs in Cambodia: a national biological and behavioral survey
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Harm reduction journal
| 2,019
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cc-by
| 9,722
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RESEARCH Open Access Yi et al. Harm Reduction Journal (2019) 16:29
https://doi.org/10.1186/s12954-019-0299-1 Yi et al. Harm Reduction Journal (2019) 16:29
https://doi.org/10.1186/s12954-019-0299-1 Prevalence of and risk factors for hepatitis
C virus antibody among people who inject
drugs in Cambodia: a national biological
and behavioral survey yan Yi1,2,3*
, Phalkun Mun4, Pheak Chhoun2, Navy Chann4, Sovannary Tuot2 and Gitau Mburu5 Abstract Background: Hepatitis C virus (HCV) is a significant global health concern. Despite evidence of the relationship
between injecting drug use and HCV, studies on HCV among people who inject drugs in developing countries
remain scarce. To address this need, we conducted this study to explore the prevalence of and factors associated
with HCV antibody positivity among people who inject drugs in Cambodia. Methods: Data used for this study were collected as part of the National Integrated Biological and Behavioral
Survey among people who use and inject drugs conducted in 2017. We used the respondent-driven sampling
method to recruit participants in 12 provinces for face-to-face interviews and HIV and HCV antibody testing. Weighted multivariable logistic regression analysis was conducted to identify risk factors associated with HCV
antibody positivity. Results: This study included 286 people who inject drugs with a mean age of 31.6 (SD = 7.5) years. The prevalence of
HCV antibody among participants in this study was 30.4%, of whom 31.0% were co-infected with HIV. After adjustment
for other covariates, the odds of HCV antibody positivity was significantly higher among participants who were in the
older age group of 25 to 34 (AOR = 1.85, 95% CI = 1.06–7.92) and ≥35 (AOR = 2.67, 95% CI = 1.24–5.71), were in
Vietnamese ethnic group (AOR = 5.44, 95% CI = 2.25–13.14), were living on the streets (AOR = 3.01, 95% CI = 1.29–704),
had been sent to a drug rehabilitation center in the past 12 months (AOR = 2.67, 95% CI = 1.21–5.90), had received
methadone maintenance therapy in the past 12 months (AOR = 3.02, 95% CI = 1.32–6.92), and were tested positive for
HIV (AOR = 3.80, 95% CI = 1.58–9.12) compared to their respective reference group. Conclusion: The prevalence of HCV antibody among people who inject drugs in Cambodia is high, particularly in
older and more vulnerable subgroups. Tailor-made interventions are required to increase access to culturally sensitive
harm reduction interventions to prevent primary HCV infection and reinfection. In addition, there is an opportunity to
expand screening, diagnosis, and treatment with new directly acting antiviral agents. Abstract Keywords: Co-infection, Harm reduction, Injecting drug use, Key population, Resource-limited setting, Viral hepatitis * Correspondence: siyan@doctor.com
1Saw Swee Hock School of Public Health, National University of Singapore
and National University Health System, Tahir Foundation Building, 12 Science
Drive 2, #10-01, Singapore 117549, Singapore
2KHANA Center for Population Health Research, Phnom Penh, Cambodia
Full list of author information is available at the end of the article © The Author(s). 2019 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. Yi et al. Harm Reduction Journal (2019) 16:29 Yi et al. Harm Reduction Journal (2019) 16:29 Page 2 of 11 Page 2 of 11 Background PWID in resource-limited settings, we conducted a
study aiming to determine the prevalence and correlates
of
HCV antibody
positivity
in
this
population
in
Cambodia so as to inform services, policy, and future re-
search programs. g
Hepatitis C is a significant global health problem [1]. The global prevalence of hepatitis C virus (HCV) is esti-
mated at 3%, translating to at least 185 million people
living with the infection worldwide [2]. Persistent HCV
infection is a leading cause of hepatic cirrhosis, hepato-
cellular cancer, and liver failure [3]. In 2015, an esti-
mated 495,000 deaths occurred worldwide attributable
to HCV [4]. Besides high mortality rates, HCV infection
is associated with significant healthcare costs [5]. Methods Study design, sites, and participants
Data used for this study were obtained from the Na-
tional Biological and Behavioral Survey (IBBS) con-
ducted among people who use and inject drugs from
June to December 2017 in the capital city of Phnom
Penh and other 11 major provinces. The selection of the
study sites was based on a feasibility assessment con-
ducted by the study team prior to the main study. These
12 study sites contained 21 operational districts with
high-burden of HIV and large population size of people
who use and inject drugs. PWID were defined as people
who have injected any types of illicit drugs, defined by
the Cambodian Law on Control of Drugs, in the past
12 months [17]. To be included in the study, an individ-
ual must (1) be at least 18 years old, (2) have a valid
study coupon, (3) have not participated in this survey,
(4) meet the definition of PWID, and (5) be able and
willing to provide a written informed consent to partici-
pate in the study. g
While the global incidence patterns of HCV have
shifted
significantly
in
recent
years
[2,
6],
it
has
remained a common health problem among people who
inject drugs (PWID) [6, 7]. In Cambodia, PWID are a
priority population for human immunodeficiency virus
(HIV) and harm reduction programming. However,
much of the current efforts relate to HIV prevention
and treatment among this population [8]. The current
focus on prevention and treatment of HIV among PWID
is reasonable given the very high HIV prevalence among
this group nationally, at 24.8% [9]. In this context, the
Cambodian Ministry of Health has set a goal to elimin-
ate new HIV infection by 2025 through the implementa-
tion of the Cambodia 3.0 Strategy that focuses on key
populations
such
as
PWID,
female
entertainment
workers, men who have sex with men, and transgender
women [10]. Consequently, a large part of the existing
strategic information related to PWID in Cambodia is
concerned with HIV, with relatively limited research
having been conducted on HCV epidemiology in this
population. While a limited number of studies on HCV
epidemiology have been conducted in Cambodia, those
studies have mostly focused on the general population
[11–13]. Where PWID have been included in these stud-
ies, their proportion was small [11]. Data collection training A data collection training was conducted for three days
for all data research team members. The contents of the
training included informed consent process, interview
techniques, confidentiality and privacy, and practices of
the questionnaire administration. The teams also reviewed
the study protocol and tools, so that all members would
be thoroughly familiar with them. A laboratory refresher
training was also provided to data collection teams re-
sponsible for HCV and HIV testing. Team leaders were
also encouraged to perform daily reviews with the team
members to review progress and communicate any issues
that may occur during the data collection. We collected socio-demographic information includ-
ing age (continuous), gender, type of the community
(urban or rural), years of formal education attained
(continuous), average income in the past 6 months
(continuous), living situation, and employment status. Information on drug use included types of illicit drugs,
frequency of use, and needle and syringe exchange prac-
tices in the past 3 months. Sexual behaviors included
number of partners and condom use with non-commer-
cial and commercial partners (defined as a partner with
whom the participant had sex in exchange for money or
goods) in the past 3 months. Participants were also
asked about community-based HIV and harm reduction
services they had received in the past 6 months. Other
information included HIV testing, symptoms of sexually
transmitted infections (STIs) and care seeking behaviors
for the most recent symptoms, use of other substances
(tobacco and alcohol) in the past 3 months, as well as
experiences with drug rehabilitation and methadone
maintenance therapy in the past 12 months. Data collection procedures and tool
HCV and HIV test Rapid serological tests for HCV antibody was performed
by a laboratory technician from Médecins Sans Frontières
(MSF) in Cambodia with capillary blood using OraQuick©
(OraSure Technologies, Inc., Bethlehem). OraQuick© is a
World Health Organization (WHO) pre-qualified HCV
rapid qualitative immunoassay screening test based on
detection of immunoglobulin G HCV antibody [20]. A
reactive test establishes that a person had been exposed to
HCV resulting in the generation of HCV antibodies. The
newly detected HCV antibody positive cases were followed
up by MSF for further management. Rapid HIV testing was performed by a laboratory tech-
nician from the provincial health department using SD
Bioline HIV/Syphilis Duo test (Standard Diagnostic, Inc.,
Korea). The SD Bioline HIV/Syphilis Duo test is a WHO
pre-qualified solid-phase immunoassay for the qualita-
tive detection of antibodies to all isotypes (IgG, IgM, and
IgA) specific to HIV-1/2 and/or Treponema pallidum
simultaneously [21]. A non HIV-reactive result estab-
lishes that an individual is not HIV-infected. A con-
firmatory test was conducted on site using HIV 1/2 Questionnaire development and measures p
A structured questionnaire was developed using stan-
dardized tools adapted from previous studies among
HIV key populations in Cambodia [9, 23–25]. The ques-
tionnaire was initially developed in English and then
translated
into
Khmer,
the
national
language
of
Cambodia. Back-translation was performed to ensure
that the “content and spirit” of every original item were
maintained. A validated workshop was conducted with
representatives of beneficiaries, communities, and key
stakeholders working on HIV and harm reduction in
Cambodia. The
questionnaire
was
pretested
with
ten PWID in Phnom Penh, who were later excluded
from the main study. Sample size and sampling procedures Harm Reduction Journal (2019) 16:29 Page 3 of 11 Yi et al. Harm Reduction Journal (2019) 16:29 STAT-PAK® Assay (Chembio Diagnostic Systems, Inc.,
New York) for cases with an HIV reactive result from
the SD Bioline HIV/Syphilis Duo test, in keeping with
the national HIV testing guidelines. The HIV 1/2
STAT-PAK™Assay is a rapid immunochromatographic
screening test for the detection of HIV 1/2 antibodies
[22]. Participants received their results verbally in a
post-test counseling session after the interview. New
HIV-positive cases were linked to a local NGO working
in the area. After completion of the data collection, par-
ticipants received a gift for their time and transport
compensation, costing approximately US$5. [19]. The RDS was implemented in five stages. First, eli-
gible four seeds who were well connected to other
PWID or PWUD in each location were selected with
support from non-governmental organizations (NGOs)
working in the area. Second, after obtaining a written in-
formed consent, a personal identification number (PIN)
was assigned to each seed to be enrolled as a participant. Third, three coupons were given to each seed to refer
three additional PWID. For a successful referral, the seed
would receive US$2, and the seed was expected to ex-
tend to 3–6 “recruitment waves” in each site. Additional
seeds would be selected in case the enrolment has been
halted because all recruitment chains have “dried up”
(i.e., stopped recruiting) or the initial seeds did not re-
cruit participants. Finally, recruited individuals were in-
vited to become seeds and recruit other peers. Sample size and sampling procedures p
p
g p
The sample size was calculated for the parent study
based on an assumption that HIV prevalence would have
decreased by 20% between the national survey in 2012
and the current IBBS and the estimated PWID popula-
tion size of 1300 [9]. An estimated HIV prevalence of
20% was used, with a margin error of 1.5%, a confidence
interval of 95%, a response rate of 90%, and a design ef-
fect of 1.5. The minimum required sample size for this
study was approximately 280. For the overall IBBS, the
sample size was stratified by study sites based on the es-
timated population size of people who use non-injecting
drugs (PWUD), and roughly 15% of the estimated
PWUD in each site were recruited. Data collection was
conducted in 21 locations (six locations in Phnom Penh
and 15 locations in the remaining provinces), deter-
mined based on the required sample size of PWUD in
each study site. Approximately 25.0% of the estimated
1068 PWID in Phnom Penh in 2016 [18] were recruited,
assuming that there would be no PWID in provinces
outside the capital city according to HIV programs re-
ports. However, all PWID found in provinces were in-
cluded in the study. Injecting drug use is a key driving factor for both
HCV and HIV, particularly when injecting is conducted
through shared equipment [14]. This situation calls for
increased focus on PWID. PWID infected with HCV
represent a high-risk group in terms of unsafe injecting
practices. Identifying those at high risk for HCV infec-
tion could inform education efforts for safer injection
among PWID who have not been reached by such ser-
vices. Such efforts could also contribute to prevention of
co-infection with HIV among those already infected with
HCV. Early detection of HCV could lead to earlier treat-
ment, given the increasing availability of better-tolerated
oral antiviral drugs [15, 16]. Currently, access and treat-
ment to pegylated interferon and ribavirin is very limited
in Cambodia [11]. Given the health impacts of HCV infection, the poten-
tial for HCV/HIV co-infection, the national goal of bet-
ter responding to the needs of key and vulnerable
populations, and the limited data related to HCV among The respondent-driven sampling (RDS) method was
used to recruit study participants, and the Strengthening
the Reporting of Observational Studies in Epidemiology
for RDS Studies (STROBE-RDS) statement was followed Page 3 of 11 Yi et al. Hepatitis C-related characteristics As shown in Table 1, 21.3% of the study participants re-
ported having been tested for HCV and 15.8% receiving
HCV education through drop-in centers or peer out-
reach workers in the past 12 months. Only 20.8%
perceived that their HCV risk was higher than that of
the general population. Data analyses All analyses were estimated with sampling weights that
corrected for nonresponse and sampling design [26]. The prevalence of HCV antibody was calculated by div-
iding the total number of HCV antibody positive partici-
pants with the total number of participants tested. Page 4 of 11 Page 4 of 11 Yi et al. Harm Reduction Journal (2019) 16:29 Yi et al. Harm Reduction Journal (2019) 16:29 Yi et al. Harm Reduction Journal (2019) 16:29 Socio-demographic characteristics and behavioral vari-
ables of HCV antibody positive participants were com-
pared to those of HCV antibody negative participants
using Chi-square test (or Fisher’s exact test for an
expected cell value of < 5) for categorical variables and
Student’s t test or Mann-Whitney U test for continuous
variables. Age, level of education, and income were
transformed into categorical variables. To identify inde-
pendent risk factors for HCV antibody positivity, vari-
ables associated with HCV antibody positivity at a
significance level of p < 0.05 in bivariate analyses were
simultaneously
included
in
a
multivariable
logistic
regression model. Because of their epidemiological im-
portance, we included age, gender, level of education,
and income in the model regardless of the significance
level in bivariate analyses. STATA Version 12.0 for
Windows (Stata Corp, TX, USA) was used for the
analyses. Prevalence of HCV This study included 286 PWID with a mean age of 31.6
(SD = 7.5). The majority of PWID in the survey (72.0%)
were residing in Phnom Penh. Of the total, 30.4% were
tested positive for HCV antibody (95% CI = 25.3–36.0%). Almost one-third (31.0%) of the HCV antibody positive
individuals were co-infected with HIV. All HCV anti-
body positive cases were found in Phnom Penh. Only
11.5% of the HCV antibody positive cases were aware of
their HCV infection status prior to the study, and five
had received HCV treatment. Ethical considerations This study was approved by the National Ethics Com-
mittee for Health Research (NECHR) of the Ministry of
Health, Cambodia (No. 193 NECHR). Privacy of the re-
spondents was protected by having the data collected
in a private place and confidentiality ensured by remov-
ing all personal identifiers from the study documents. Participants were fully informed about the risks and
benefits they may expect from their participation and
the voluntary nature of the study. A written informed
consent was obtained from each participant prior to the
data collection. HCV hepatitis C virus, PWID people who inject drugs j
Chi-square (or Fisher’s exact test when a cell count was smaller than 5) was used Socio-demographic characteristics Table 2 shows that 92.0% of the participants were re-
cruited from urban communities; 72.4% were male; and
20.4% were in Vietnamese ethnic group. Less than half
(40.2%) were married, and 57.3% had attained primary
education or lower. While 39.9% reported living with
their family or relatives, 26.9% were living on the streets. The most common job was a laborer or farmer (37.1%),
and 12.9% were unemployed. The majority of the partici-
pants (78.7%) reported an average monthly income in Table 1 Hepatitis C-related characteristics among HCV antibody positive and negative PWID
Hepatitis C-related characteristics
Total (n
= 286)
HCV antibody test result
Positive (n = 87)
Negative (n = 199)
n (%)
n (%)
n (%)
Tested for HCV in lifetime
61 (21.3)
28 (32.2)
33 (16.6)
Tested for HCV in the past 12 months (n = 61)
47 (77.0)
22 (78.6)
25 (75.8)
Diagnosed or told about having hepatitis C (n = 61)
16 (26.2)
10 (35.7)
6 (18.2)
Currently on hepatitis C treatment (n = 16)
8 (50.0)
5 (50.0)
3 (50.0)
Received education on hepatitis C in the past 12 months
45 (15.8)
17 (19.5)
28 (14.1)
Source of information on hepatitis C received last time
Peer educator/outreach worker
23 (50.0)
7 (41.2)
16 (55.2)
Drop-in center
27 (58.7)
13 (76.5)
14 (43.3)
Perceived HCV risk compared to the general population
Higher
59 (20.8)
24 (27.6)
35 (17.8)
About the same
75 (26.4)
21 (24.1)
64 (27.4)
Lower
32 (11.3)
6 (6.9)
26 (13.2)
Do not know
118 (41.5)
36 (41.4)
82 (41.6)
HCV hepatitis C virus, PWID people who inject drugs
Chi-square (or Fisher’s exact test when a cell count was smaller than 5) was used Table 1 Hepatitis C-related characteristics among HCV antibody positive and negative PWID Yi et al. Socio-demographic characteristics Harm Reduction Journal (2019) 16:29 Page 5 of 11 Table 2 Socio-demographic characteristics of HCV antibody positive and negative PWID
Socio-demographic characteristics
Total (n
= 286)
HCV antibody test result
Positive (n = 87)
Negative (n = 199)
n (%)
n (%)
n (%)
P valuea
Living in an urban community
263 (92.0)
87 (100.0)
176 (88.4)
< 0.001
Male gender
207 (72.4)
66 (75.9)
141 (70.9)
0.38
Age group
< 0.001
18–24
54 (18.9)
1 (1.1)
53 (26.6)
25–34
122 (42.7)
43 (49.4)
79 (39.7)
≥35
110 (38.5)
43 (49.4)
67 (33.7)
Ethnic group
< 0.001
Khmer
227 (79.6)
47 (54.0)
180 (90.9)
Vietnamese
58 (20.4)
40 (46.0)
18 (9.1)
Current marital status
0.44
Never married
114 (39.9)
30 (34.5)
84 (42.2)
Married
115 (40.2)
37 (42.5)
78 (39.2)
Widowed/divorced/separated
57 (19.9)
20 (23.0)
37 (18.6)
Level of formal education completed
0.009
Primary (0–6 years)
164 (57.3)
61 (70.1)
103 (51.8)
Secondary school (7–9 years)
68 (23.8)
17 (19.5)
51 (25.6)
High school or higher (≥10 years)
54 (18.9)
9 (10.3)
45 (22.6)
Living arrangement
< 0.001
On the street (homeless)
77 (26.9)
47 (54.0)
30 (15.1)
With family or relatives at home
114 (39.9)
21 (24.1)
93 (46.7)
In own dwelling
52 (15.0)
8 (9.2)
44 (22.1)
With friends
15 (5.2)
6 (6.9)
9 (4.5)
Other
28 (9.8)
5 (5.7)
23 (11.6)
Main occupation
0.41
Unemployed
37 (12.9)
11 (12.6)
26 (13.1)
Entertainment worker
30 (10.5)
7 (8.0)
23 (11.6)
Office worker
75 (26.2)
29 (33.3)
46 (23.1)
Laborer/farmer
106 (37.1)
28 (32.2)
78 (39.2)
Other
38 (13.3)
12 (13.8)
26 (13.1)
Average monthly income in the past 6 months (US$)
0.53
< 100
105 (36.7)
33 (37.9)
72 (36.2)
100–199
120 (42.0)
39 (44.8)
81 (40.7)
≥200
61 (21.3)
15 (17.2)
46 (23.1)
HCV hepatitis C virus, PWID people who inject drugs
aChi-square (or Fisher’s exact test when a cell count was smaller than 5) was used Table 2 Socio-demographic characteristics of HCV antibody positive and negative PWID Characteristics of substance use Characteristics of substance use the past 6 months of < US$200. A significantly higher
proportion of HCV antibody positive participants were
living in an urban community (100% vs. 88.4%), were in
the age group of ≥35 (49.4% vs. 33.7%), were in
Vietnamese ethnic group (46.0% vs. 9.1%), had attained
primary education or lower (70.1% vs. 51.8%), and lived
on the streets (54.0% vs. 15.1%) compared to that in
HCV antibody negative group. the past 6 months of < US$200. A significantly higher
proportion of HCV antibody positive participants were
living in an urban community (100% vs. 88.4%), were in
the age group of ≥35 (49.4% vs. 33.7%), were in
Vietnamese ethnic group (46.0% vs. 9.1%), had attained
primary education or lower (70.1% vs. 51.8%), and lived
on the streets (54.0% vs. 15.1%) compared to that in
HCV antibody negative group. As shown in Table 3, the median time since they started
injecting drugs was 49 months (IQR = 16–120). About
half (50.3%) reported “injection” as the method of their
first drug use and that they were firstly introduced to
drugs by their friends or colleagues (80.4%). Heroin was
the most commonly used drugs in the past 3 months
(61.9%), followed by methamphetamine (23.8%). About Yi et al. Characteristics of substance use Harm Reduction Journal (2019) 16:29 Page 6 of 11 Table 3 Characteristics of substance use among HCV antibody positive and negative PWID
Substance use characteristics
Total
(n = 286)
HCV antibody test result
Positive (n = 87)
Negative (n = 199)
n (%)
n (%)
n (%)
P valuea
Median months using drugs (IQR)
49 (16–120)
96 (36–132)
36 (12–120)
< 0.001
Mode of first drug use—injecting
104 (50.3)
51 (58.6)
93 (46.7)
0.06
Injecting drugs in the past 3 months
250 (88.0)
84 (96.6)
166 (84.3)
0.003
Type of drugs most commonly used in the past 3 months
Heroin
156 (61.9)
67 (79.8)
89 (53.0)
< 0.001
Yama/ice (methamphetamine)
60 (23.8)
21 (25.0)
39 (23.2)
0.75
Ecstasy
9 (3.6)
0 (0.0)
9 (5.4)
0.27
Always used new syringes/needles in the past 3 months
112 (66.7)
27 (61.4)
85 (68.5)
0.54
Used needles/syringes used by someone else in the past 3 months
37 (21.6)
8 (18.2)
29 (22.8)
0.31
Having been sent to a drug rehabilitation center in the past 12 months
119 (41.6)
55 (63.2)
64 (32.2)
< 0.001
Having received methadone maintenance therapy in the past 12 months
125 (43.7)
68 (78.2)
57 (28.6)
< 0.001
Alcohol drinking ≥3 times per week
84 (29.4)
13 (14.9)
71 (35.7)
< 0.001
Binge drinking ≥3times per week (n = 171)
83 (48.5)
13 (36.1)
70 (51.9)
0.09
HCV hepatitis C virus, IQR interquartile range, PWID people who inject drugs
aChi-square (or Fisher’s exact test when a cell count was smaller than 5) was used for categorical variables and Mann-Whitney U test for continuous variables Table 3 Characteristics of substance use among HCV antibody positive and negative PWID 45.4% reported having sex when a partner was intoxi-
cated in the past 3 months. Of those who reported
having sex with partners not in exchange for money
or gifts (n = 108), 8.3% reported always using con-
doms with the non-commercial partners in the past
3 months. Of the total respondents, 23.3% reported
having sex in exchange for money or goods in the
past 3 months, of whom 26.8% reported always using
condoms with the commercial partners in the past
3 months. Despite their substantial HIV risk, only
27.3% perceived that their HIV risk was higher com-
pared to that of the general population. Characteristics of substance use No significant
difference was found in comparison of sexual behav-
iors in HCV antibody positive and negative group
(Table 4). two-thirds (66.7%) reported always using new syringes/
needles for drug injection, and 21.6% using needles or
syringes that had been used by someone else in the past
3 months. Less than half (41.6%) had been sent to a drug
rehabilitation center, and 43.7% had received methadone
maintenance therapy in the past 12 months. The use of
other substances was also common, with 29.4% reported
alcohol drinking at least three times per week; of them,
48.5% reported binge drinking (drinking at least five
units of alcohol on a typical day) on at least 3 days per
week in the past 3 months. The median time of using drugs was significantly longer
in HCV antibody positive group compared to that in HCV
antibody negative group (96 months vs. 36 months). The
proportion of participants who reported injecting any kind
of drugs (96.6% vs. 84.3%) and injecting heroin (79.8% vs. 53.0%) in the past 3 months was higher in HCV antibody
positive group than in HCV antibody negative group. The
proportion of participants who reported having been sent
to a drug rehabilitation (63.3% vs. 33.2%) and having re-
ceived methadone maintenance therapy (78.2% vs. 28.6%)
in the past 12 months was significantly higher in HCV
antibody positive group. A significantly lower proportion
of HCV antibody positive participants reported alcohol
drinking ≥3 times per week in the past 3 months (14.9%
vs. 35.7%). Access to community-based HIV services
Table 5 shows that 68.9% of the study participants
reported having received some form of community-
based HIV services in the past 6 months. The services
included condom and lubricant distribution (71.5%),
HIV/syphilis testing (63.1%), HIV education (48.8%),
needle and syringe distribution (50.8%), methadone
maintenance therapy (43.7%), drop-in services (22.3%),
and legal support (5.4%). The proportion of participants
who reported having received needles and syringes from
community-based harm reduction programs (68.2% vs. 41.9%) and methadone maintenance therapy (78.2% vs. 28.6%) in the past 6 months was significantly higher in
HCV antibody positive group than in HCV antibody
negative group. Sexual behaviors Table 4 shows that 95.1% of participants reported be-
ing sexually active in the past 3 months, with a me-
dian number of sex partners of 1.0 (IQR = 0.0–2.0). Only
16.6%
reported
always
using
condoms,
and Yi et al. Harm Reduction Journal (2019) 16:29 Page 7 of 11 Table 4 Sexual behaviors among HCV antibody positive and negative PWID
Sexual behaviors in the past 3 months
Total
(n = 286)
HCV antibody test result
Positive (n = 87)
Negative (n = 199)
n (%)
n (%)
n (%)
P valuea
Had sexual intercourse
272 (95.1)
84 (96.6)
188 (94.5)
0.56
Median number of sex partners (IQR)
1.0 (0.0–2.0)
1.0 (0.0–1.0)
1.0 (0.0–2.0)
0.48
Always used condom with any partner
29 (16.6)
6 (13.3)
23 (17.7)
0.50
Had sex when a partner was intoxicated
79 (45.4)
23 (51.1)
56 (43.4)
0.37
Had sex with partners not in exchange for money or gift
108 (61.7)
26 (57.8)
82 (63.1)
0.53
Always used condom with partners not in exchange for money or gift
9 (8.3)
2 (7.7)
7 (8.5)
0.89
Had sex in exchange for money or goods
41 (23.3)
6 (13.3)
35 (26.7)
0.07
Always used condom with partners in exchange for money or goods
11 (26.8)
1 (16.7)
10 (28.6)
0.48
Perceived HIV risk compared to the general population
0.48
Higher
78 (27.3)
28 (32.2)
50 (25.1)
About the same
96 (33.6)
28 (32.2)
68 (34.2)
Lower
33 (11.5)
7 (8.0)
26 (13.1)
Do not know
79 (27.6)
24 (27.6)
55 (27.6)
Perceived HIV risk compared to the general population
Higher
59 (20.8)
24 (27.6)
35 (17.8)
About the same
75 (26.4)
21 (24.1)
64 (27.4)
Lower
32 (11.3)
6 (6.9)
26 (13.2)
Do not know
118 (41.5)
36 (41.4)
82 (41.6)
HCV hepatitis C virus, HIV human immunodeficiency virus, IQR interquartile range
aChi-square (or Fisher’s exact test when a cell count was smaller than 5) was used for categorical variables and Mann-Whitney U test for continuous variables Table 4 Sexual behaviors among HCV antibody positive and negative PWID Table 4 Sexual behaviors among HCV antibody positive and negative PWID HCV hepatitis C virus, HIV human immunodeficiency virus, IQR interquartile range
aChi-square (or Fisher’s exact test when a cell count was smaller than 5) was used f Factors associated with HCV antibody drug rehabilitation center in the past 12 months (AOR
= 2.67, 95% CI = 1.21–5.90), had received methadone
maintenance therapy in the past 12 months (AOR =
3.02, 95% CI = 1.32–6.92), and were tested positive for
HIV (AOR = 3.80, 95% CI = 1.58–9.12) compared to
their respective reference group. Factors associated with HCV antibody positivity among
PWID in this study are shown in Table 6. After adjust-
ment for other covariates, the odds of HCV antibody
positivity was significantly higher among participants
who were in the older age group of 25 to 34 (AOR =
1.85, 95% CI = 1.06–7.92) and ≥35 (AOR = 2.67, 95% CI
= 1.24–5.71), were in Vietnamese ethnic group (AOR =
5.44, 95% CI = 2.25–13.14), were living on the streets
(AOR = 3.01, 95% CI = 1.29–704), had been sent to a irus, HIV human immunodeficiency virus, PWID people who inject drugs, STI sexually transmitted infections sher’s exact test when a cell count was smaller than 5) was used HCV hepatitis C virus, HIV human immunodeficiency virus, PWID people who inject drugs, STI sexually transmitted infections
aChi-square (or Fisher’s exact test when a cell count was smaller than 5) was used HCV hepatitis C virus, HIV human immunodeficiency virus, PWID people who inject drugs, STI sexually transmitted infections
aChi square (or Fisher’s exact test when a cell count was smaller than 5) was used Discussion Findings from this national survey show that the overall
prevalence of HCV antibody among PWID in Cambodia Table 5 Access to community-based HIV and harm reduction services among HCV antibody positive and ne Table 5 Access to community-based HIV and harm reduction services among HCV antibody positive and negative PWID
Access to community-based ser-
vices in the past 6 months
Total (n = 286)
HCV antibody test result
Positive (n = 87)
Negative (n = 199)
n (%)
n (%)
n (%)
P valuea
Received community-based services
197 (68.9)
66 (75.9)
131 (65.8)
0.09
HIV education
63 (48.8)
18 (40.9)
45 (52.9)
0.20
Condom and lubricant distribution
93 (71.5)
33 (75.0)
60 (69.8)
0.53
Needle and syringe distribution
66 (50.8)
30 (68.2)
36 (41.9)
0.005
HIV/syphilis testing
82 (63.1)
30 (68.2)
52 (60.5)
0.39
Legal support
7 (5.4)
2 (4.5)
5 (5.8)
0.76
Drop-in services
29 (22.3)
6 (13.6)
23 (26.7)
0.09
Methadone maintenance therapy
125 (43.7)
68 (78.2)
57 (28.6)
< 0.001
HCV hepatitis C virus, HIV human immunodeficiency virus, PWID people who inject drugs, STI sexually transmitted infections
aChi-square (or Fisher’s exact test when a cell count was smaller than 5) was used Page 8 of 11 Yi et al. Harm Reduction Journal (2019) 16:29 Table 6 Factors associated with HCV antibody positivity among
PWID in multivariate logistic regression model
Variables in the final model
AOR (95% CI)
P value
Age group
< 25
Reference
25–34
1.85 (1.06–7.92)
0.009
≥35
2.67 (1.24–5.71)
0.001
Ethnic group
Khmer
Reference
Vietnamese
5.44 (2.25–13.14)
< 0.001
Living arrangement
With family or relatives
Reference
In the street (homeless)
3.01 (1.29–7.04)
0.01
In own dwelling
0.64 (0.20–2.03)
0.45
With friends
0.15 (0.46–10.07)
0.33
Having been sent to a drug
rehabilitation center in the
past 12 months
No
Reference
Yes
2.67 (1.21–5.90)
0.02
Having received methadone
maintenance therapy in the
past 12 months
No
Reference
Yes
3.02 (1.32–6.92)
0.009
HIV testing result
Negative
Reference
Positive
3.80 (1.58–9.12)
< 0.001
AOR adjusted odds ratio, CI confidence interval, HCV hepatitis C virus, HIV
human immunodeficiency virus, PWID people who inject drugs
Age, gender, marital status, education level, income, and variables associated
with HIV infection in the bivariate analyses at a level of p < 0.05 were
simultaneously included in the model HCV infection and has implications for education, ser-
vices, and policy in Cambodia. Discussion For instance, of the 87
participants who tested positive for HCV, only ten
(11.5%) were aware of their status prior to the study, of
which only five had received HCV treatment. Multivariate results showed several factors associ-
ated with positive HCV antibody screening results. After adjustment for potential confounding factors,
the odds of testing positive for HCV antibody was
significantly higher among PWID who were in the
older age group of 25 to 34 and ≥35, compared with
those aged ≤25. The association of older age with
higher odds of testing positive for HCV antibody is
similar to findings in previous studies ([31–34]. It is
plausible that, as PWID continue to inject, they have
more opportunities to acquire HCV, and indeed, dur-
ation of injection has been reported as independently
predictive of HCV antibody positivity [31, 32, 35] or
seroconversion [36]. Our study suggests that HCV antibody positivity was
three times more likely to be detected among participants
who were living on the streets compared to those living
with their family or relatives at home. Other studies have
shown that homelessness is predictive of both the likeli-
hood to inject [37] and to using shared equipment [38]. On a practical level, this finding provides a useful way in
which to categorize profiles of HCV risk among PWID,
who were also identified as being at higher risk of HIV in
this national survey (Mburu M, Chhoun P, Navy Chann,
Tuot S, Mun P, and Yi S: Prevalence and risk factors for
HIV
infection
among
people
who
injct
drugs
in
Cambodia: findings from a national survey, submitted). As
such, outreach services to homeless PWID will be essen-
tial for prevention of both HCV and HIV. This is particu-
larly relevant given that 26.9% of the participants were
living on the streets. In addition, the prevalence of HCV
antibody was five times higher among participants of Viet-
namese ethnic origin. Although ethnicity has been re-
ported to be associated with HCV in other studies [39],
we suggest that this is likely to be a proxy indicator of
other structural risk behavioral or other risk factors, which
would need to be further investigated in our context. Discussion AOR adjusted odds ratio, CI confidence interval, HCV hepatitis C virus, HIV
human immunodeficiency virus, PWID people who inject drugs
Age, gender, marital status, education level, income, and variables associated
with HIV infection in the bivariate analyses at a level of p < 0.05 were
simultaneously included in the model AOR adjusted odds ratio, CI confidence interval, HCV hepatitis C virus, HIV
human immunodeficiency virus, PWID people who inject drugs
Age, gender, marital status, education level, income, and variables associated
with HIV infection in the bivariate analyses at a level of p < 0.05 were
simultaneously included in the model was 30.4%. Prior to this study, a few smaller studies in
the country had reported varying HCV antibody preva-
lence in the Cambodian general adult populations, ran-
ging from 2.3 to 14.7% [27–30]. Among Cambodian
people living with HIV, previous studies reported a
prevalence between 5.3 and 10.5% [11–13]. Although
one of these studies included some PWID, the number
was small [11]. In Cambodia, the national response toward people
who use and inject drugs has previously included send-
ing users to a compulsory drug rehabilitation center,
which have generally been associated with poor health
outcomes [40, 41]. In China, a recent study also found
that having been sent to a compulsory drug rehabilita-
tion center increased the odds of positive HCV antibody
[33]. While these findings do not necessarily point to
causation, they are generally consistent with assertions
that structural factors related to arrests and incarcer-
ation could promote risky injection and may lead to
HCV infection [31]. Indeed, studies from other countries Our study is the first exclusively conducted among
PWID and shows very high prevalence of HCV antibody
in this population. However, in this study, confirmation
of active infection and genotyping data were not feasible
due to cost of HCV ribonucleic acid (RNA) testing, and
it was not part of the national IBBS protocol. The preva-
lence of active hepatitis C would be expected to be lower
than the proportion of people with HCV antibody [11]. However, the prevalence of HCV antibody still provides
important data related to the potential magnitude of Yi et al. Harm Reduction Journal (2019) 16:29 Page 9 of 11 Page 9 of 11 such as Iran, the United Kingdom, and Australia have
shown that the odds of positive HCV infection are
higher among PWID with history of incarceration [35,
42, 43]. Limitations of the study y
In interpreting our findings, it should be borne in mind
that the design, recruitment, methods of data collection,
and sample profile could affect what are reported. However, the study aimed to be representative as far as
possible by recruiting participants nationally. The cross-
sectional nature of this study only captures a snapshot
and may not provide valuable information regarding
spontaneous clearance of HCV, which is part of natural
history of the infection [53]. Personal sensitive data were
collected from the participants through a self-reported
questionnaire, which can be affected by social desirabil-
ity bias as is the case in other studies of PWID [54]. In
addition, the HCV antibody prevalence data presented in
this paper were based on a rapid test, and did not repre-
sent current active HCV infection [55]. A recent review
of rapid diagnostics reported that OraQuick ADVANCE®
had higher sensitivity (98%, 95% CI 97–98%) compared
to the other oral brands (pooled sensitivity: 88%, 95% CI
84–92%) [56]. Nevertheless, other diagnostic methods
such as polymerase chain reaction (PCR)-based positiv-
ity are required to identify active hepatitis C, but was
not feasible in this large national survey. Despite this
limitation, the oral rapid screening could be a useful
strategy for screening PWID who are unaware of their
HCV status [57], in keeping with the global testing and
elimination targets [55]. This is particularly relevant in
Cambodia, given the high prevalence of HCV antibody
found in this study. Our observation that being infected with HIV tripled
the odds of being positive for HCV antibody is not ne-
cessarily surprising, given the most common shared
risk factor for both infections—unsafe injection. In
our sample, 21.6% reported using needles or syringes
that had been used by someone else in the past
3 months. Indeed, the endemic level of HCV among
the general population in Cambodia could be related
to the historical popularity—and to some extent, un-
safe injecting practices in the country [46, 47]. Other
studies, such as from Canada and India, have also re-
ported associations between HIV and HCV [48, 49]. Discussion 87 PWID living with HCV; 88.5% of them who were
not aware of their HCV antibody status prior to the
study would benefit from the close follow-up and link-
age to care and treatment services provided by MSF. The association between positive HCV antibody and
methadone maintenance therapy is not consistent across
the literature. Although it was associated with the
increased odds of testing positive for HCV antibody in
our own and other studies [33, 35], this association may
not necessarily be causal. Indeed, several studies indicate
that opioid substitution treatment (OST) could be pro-
tective of HCV [44, 45]. However, OST could be an indi-
cation of longer-term drug use and dependency that
may lead to increased HCV risk. Policy implications These results provide critical information for program-
ming and policy. First, there is a need to raise aware-
ness of hepatitis C, so as to ensure that detection is
increased. Increasing awareness of HCV can also bene-
fit
HIV
testing,
prevention,
and
treatment
[49]. Second, there is a need for increased governmental
focus on hepatitis C, with intent of increasing screen-
ing, diagnosis, and treatment. Currently, access to
pegylated
interferon
and
ribavirin
is
limited
in
Cambodia [11]. Poor availability of treatment is known
to be associated with poor health outcomes among
those with hepatitis C in many low- and middle-in-
come countries [50]. As opposed to treatment with
pegylated interferon and ribavirin, however, the advent
of new generation direct-acting antiviral (DAA) that
are effective across different genotypes [51, 52] could
provide impetus for enhancing screening, diagnosis,
and treatment. Although, currently, there is no na-
tional program to target hepatitis C in Cambodia, MSF
has provided hepatitis C screening and treatment using
DAAs free of charge since 2016. Given the high preva-
lence of HCV in PWID, this high-risk population
should be the target for both prevention and treatment
programs
in
Cambodia. In
this
study,
using
the
respondent-driven sampling method, we could reach PWID who are vulnerable to or infected with HCV in
resource-limited settings. Received: 7 January 2019 Accepted: 9 April 2019 Conclusions Hepatitis C is becoming an important health promotion
focus for PWID globally [58]. Understanding the epi-
demiology of HCV among this population, who are
already heavily burdened by HIV, will inform future pre-
vention, care, and treatment of HCV or HCV/HIV
co-infection. In Cambodia, HCV/HIV co-epidemic is
poorly characterized [58], yet this has relevance for
PWID. This article presents findings from a national
survey in Cambodian PWID, showing the HCV antibody
prevalence of 30.4%. In addition, several important
factors including older age, homelessness, Vietnamese
ethnicity, having been sent to a drug rehabilitation cen-
ter, having received methadone maintenance therapy,
and being infected with HIV were independently pre-
dictive of HCV infection. Given the health impact of
hepatitis C, these findings suggest a number of policy
and programmatic implications to promote health of Page 10 of 11 Yi et al. Harm Reduction Journal (2019) 16:29 Yi et al. Harm Reduction Journal (2019) 16:29 Yi et al. Harm Reduction Journal Competing interests Competing interests
The authors declare that they have no competing interests. Competing interests Competing interests
The authors declare that they have no competing interests. 16. Poordad F, McCone J Jr, Bacon BR, Bruno S, Manns MP, Sulkowski MS, et al. Boceprevir for untreated chronic HCV genotype 1 infection. N Engl J Med. 2011;364(13):1195–206. https://doi.org/10.1056/NEJMoa1010494. 16. Poordad F, McCone J Jr, Bacon BR, Bruno S, Manns MP, Sulkowski MS, et al. Boceprevir for untreated chronic HCV genotype 1 infection. N Engl J Med. 2011;364(13):1195–206. https://doi.org/10.1056/NEJMoa1010494. References CI: Confidence interval; HCV: Hepatitis C virus; HIV: Human immunodeficiency
virus; IBBS: Biological and behavioral survey; IQR: Interquartile range;
MSF: Médecins Sans Frontières; NECHR: National Ethics Committee for Health
Research; NGO: Non-governmental organization; OST: Opioid substitution
treatment; PCR: Polymerase chain reaction; PIN: Personal identification
number; PWID: People who inject drugs; PWUD: People who use drugs;
RDS: Respondent-driven sampling; RNA: Ribonucleic acid; SD: Standard
deviation 1. Cooke GS, Lemoine M, Thursz M, Gore C, Swan T, Kamarulzaman A, et al. Viral hepatitis and the global burden of disease: a need to regroup. J Viral
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PC (MPH) is Research Fellow at KHANA Center for Population Health
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published maps and institutional affiliations. Springer Nature remains neutral with regard to jurisdictional claims in
published maps and institutional affiliations. 18. KHANA. HIV/AIDS flagship annual progress report. Phnom Penh: KHANA; 2017. 19. White RG, Hakim AJ, Salganik MJ, Spiller MW, Johnston LG, Kerr L, et al. Strengthening the reporting of observational studies in epidemiology for
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support for HCV testing. Special thanks deserved for all data collection
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The National Ethics Committee for Health Research (NECHR) of the Ministry
of Health, Cambodia approved the study (No. 420 NECHR). A written
informed consent was obtained from each participant. pp
p
p
The National Ethics Committee for Health Research (NECHR) of the Ministry
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Calibration and evaluation of the Lemaitre damage model using axial- torsion fatigue tests on five engineering alloys
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Latin American Journal of Solids and Structures
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1 INTRODUCTION Fatigue crack initiation is a primary type of failure in structural
members under cyclic loading. Common examples of fatigue critical members include axles, bearings, crankshafts,
pressure vessels, and turbine blades. Such members often experience multiaxial stress-strain conditions originated
from multiple applied loads and/or notch effects (Socie and Marquis, 2000; Sharifi et al., 2016; Googarchin et al.,
2017). In addition, depending on the nature of the applied loads, the cyclic stresses and strains can be proportional
or nonproportional, and of constant or varying amplitude. Many of the multiaxial fatigue life prediction methods that have been developed over the years are based on
four components: a constitutive model for the calculation of the cyclic stress-strain response, a fatigue damage
parameter, a cycle counting method, and a damage summation rule. A comprehensive overview of the different
modeling approaches for each of these four components, including their implications for fatigue life prediction, is
presented in the book by Socie and Marquis (2000). A further discussion on these four fundamental issues in
multiaxial fatigue is given by Fatemi and Shamsaei (2011). In parallel to the advances in the traditional methods for fatigue life prediction, progress has also been made
in the development of fatigue damage evolution rules for metals (see, e.g., Chow and Wei, 1991; Bonora and Newaz,
1998; Jiang, 2000; Lemaitre and Desmorat, 2005; Jiang et al., 2009; Shen et al., 2015; Lopes and Malcher, 2017). As
cycle counting under multiaxial loading conditions is still a difficult task, its elimination in many of the damage
evolution rules is an attractive feature. For simplicity, a scalar damage quantity is often used to represent fatigue
damage, and, hence, no information on the crack orientation is given. A remarkable exception is the incremental
fatigue damage model developed by Jiang (2000), which incorporates the critical plane concept in multiaxial
fatigue. Despite the progress in the formulation of fatigue damage evolution rules, the experimental evaluation of many
of such rules has been limited to simple uniaxial loading conditions. However, efforts to evaluate damage models
by using multiaxial tests under more complicated loading conditions can be found in some studies (Jiang, 2000;
Jiang et al., 2007; Jiang et al., 2009; Castro and Jiang, 2016; Castro and Jiang, 2017). Also, in a recent work by Lopes
and Malcher (2017), the Lemaitre damage model has been evaluated with respect to proportional and
nonproportional axial-torsion fatigue data. Keywords Multiaxial fatigue, Life prediction, Damage mechanics, Carbon steel,
Aluminum alloy, Magnesium alloy. Received: July 21, 2017
In Revised Form: January 17, 2018
Accepted: January 19, 2018
Available Online: May 02, 2018 Received: July 21, 2017
In Revised Form: January 17, 2018
Accepted: January 19, 2018
Available Online: May 02, 2018 Thematic Section: Solid Mechanics in Brazil 2017 Thematic Section: Solid Mechanics in Brazil 2017 Calibration and evaluation of the Lemaitre damage model using axial-
torsion fatigue tests on five engineering alloys Fábio Castroa*
Cainã Bemficaa Fábio Castroa*
Cainã Bemficaa The Lemaitre damage model is evaluated using fatigue test data from five
engineering alloys: 1045 steel, 16MnR steel, 7075-T651 Al alloy, extruded
AZ61A Mg alloy, and extruded AZ31B Mg alloy. Tension–compression,
torsion, proportional axial-torsion, and 90° out-of-phase axial-torsion
loadings were investigated. The results show that the overall accuracy of the
fatigue life estimates made by using the Lemaitre model is comparable to
those obtained by fatigue models that require the definition of a loading
cycle. A simple and effective method is described for determining the
material constants of the Lemaitre model. Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Abstract Fábio Castroa*
Cainã Bemficaa
a Departamento de Engenharia Mecânica,
Universidade de Brasília – UnB, Brasília, DF,
Brasil. E-mail: fabiocastro@unb.br,
cainabemfica@gmail.com
*Corresponding author. http://dx.doi.org/10.1590/1679-78254340
Received: July 21, 2017
In Revised Form: January 17, 2018
Accepted: January 19, 2018
Available Online: May 02, 2018 2 LEMAITRE DAMAGE MODEL Lemaitre developed a fatigue model for general multiaxial loading based on the framework of continuum
thermodynamics (Lemaitre, 1985; Lemaitre and Desmorat, 2005). A scalar quantity, D , is used in this model to
describe the fatigue damage at a material point, and a macroscopic crack is predicted to occur when the fatigue
damage reaches a critical value,
c
D . The damage evolution rule takes the following form: s
Y
D
p
S
(1) where S and s are material constants and the superposed dot denotes differentiation with respect to time. The
quantity p is the equivalent plastic strain rate defined as
2 / 3
p
p
ε
, where
p
ε is the plastic strain tensor
and the symbol stands for the Euclidean norm of a second-order tensor. Y is expressed as where S and s are material constants and the superposed dot denotes differentiation with respect to time. The
quantity p is the equivalent plastic strain rate defined as
2 / 3
p
p
ε
, where
p
ε is the plastic strain tensor
and the symbol stands for the Euclidean norm of a second-order tensor. Y is expressed as
2
eq
2
2
1
R
Y
E
D
(2) (2) In Eq. (2), E is the Young’s modulus,
eq
is the von Mises equivalent stress, and R is a scalar function defined as as
2
2 1
3 1
2
3
R
(3)
2
2 1
3 1
2
3
R
2
2 1
3 1
2
3
R
(3) where is the Poisson’s ratio. The quantity is called stress triaxiality and is defined as
h
eq
/
, where
h
is
the hydrostatic stress. where is the Poisson’s ratio. The quantity is called stress triaxiality and is defined as
h
eq
/
, where
h
is
the hydrostatic stress. 1 INTRODUCTION The damage model developed by Lemaitre (1985) can describe various damage behaviors. Although widely
used to estimate ductile fracture, fatigue life prediction based on the Lemaitre model has received much less
attention. The experimental evaluation carried out by Lopes and Malcher (2017) indicated that the Lemaitre model Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Fábio Castro et al. ation and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys can provide reasonably accurate fatigue lives for three engineering materials (304 stainless steel, S460N steel, and
6061-T6 Al alloy) under proportional and nonproportional, axial-torsion loading conditions. However, very few
torsion tests were examined by Lopes and Malcher (3 torsion tests on the S460N steel), and the fatigue tests on the
6061-T6 Al alloy were limited to the low-cycle fatigue regime. It is desirable to evaluate the Lemaitre model using
different materials and testing conditions. In the present work, the Lemaitre damage model is further evaluated based on experimentally observed
fatigue lives of five engineering metals: 1045 steel, 16MnR steel, 7075-T651 Al alloy, extruded AZ61A Mg alloy, and
extruded AZ31B Mg alloy. A simple and effective method for determining the material constants of the Lemaitre
model is also presented. Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 2.2 Determination of material constants 2.2 Determination of material constants There are three fatigue-related constants ( S , s,
c
D ) in the Lemaitre model. To determine these constants,
the following objective function based on the squared difference between estimated and observed fatigue lives is
minimized:
2
est
1
obs
Φ
log
i
n
i
i
N
N
(10)
2
est
1
obs
Φ
log
i
n
i
i
N
N
(10) where n is the number of test data used to determine the material constants, the superscript (i ) denotes the i th
test,
obs
i
N
is the observed fatigue life, and
est
i
N
is the fatigue life estimated by using Eq. (9). To solve the
minimization problem, an exhaustive search over a pre-defined domain of candidate constants is carried out. The
method can be readily implemented in a computer and its computational cost is very low. where n is the number of test data used to determine the material constants, the superscript (i ) denotes the i th
test,
obs
i
N
is the observed fatigue life, and
est
i
N
is the fatigue life estimated by using Eq. (9). To solve the
minimization problem, an exhaustive search over a pre-defined domain of candidate constants is carried out. The
method can be readily implemented in a computer and its computational cost is very low. 2.1 Constant amplitude loading Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engi libration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering allo Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys
The above relation implies that The above relation implies that The above relation implies that
2
1
s
D
D
I N
(6)
where
2
1
s
D
D
I N
2
1
s
D
D
I N
(6) where 2
eq
cycle
d
2
s
R
I
p
ES
2
eq
cycle
d
2
s
R
I
p
ES
(7) (7) (7) The estimated number of cycles to failure,
est
N
, is determined by integrating Eq. (6) over the whole loading
history. If the stress‒strain response becomes stabilized well before the total number of cycles to failure, the value
of I can be regarded as a constant. Thus,
c
est
2
est
0
0
1
D
N
s
D
D
I N
IN
(8)
c
est
2
est
0
0
1
D
N
s
D
D
I N
IN
(8) In view of (8), the following formula for fatigue life prediction can be obtained:
1 2
1
1
s
c
D
N
(9) In view of (8), the following formula for fatigue life prediction can be obtained:
1 2
est
1
1
1
2
s
c
D
N
s I
(9)
1 2
est
1
1
1
2
s
c
D
N
s I
1 2
est
1
1
1
2
s
c
D
N
s I
(9) (9) Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 2.1 Constant amplitude loading 2.1 Constant amplitude loading The Lemaitre model is applicable to general multiaxial loading. For any loading history, the occurrence of
fatigue failure can be predicted by numerical integration of Eq. (1) until a critical value. For constant amplitude
loading, if a stabilized stress‒strain response can be identified well before the total number of cycles to failure, a
convenient expression for fatigue life prediction can be derived as follows. The fatigue damage increment per
loading cycle is given by cycle
d
D
D t
N
(4) cycle
d
D
D t
N
(4) cycle
d
D
D t
N
(4) where, as usual in fatigue damage analysis, the variation of damage with the number of loading cycles is regarded
as continuous, and the prefix denotes an infinitesimal. Inserting (1) and (2) in (4), and neglecting the variation
of D over a cycle, it follows that
2
eq
2
cycle
1
d
2
1
s
s
R
D
p
N
ES
D
(5)
2
eq
2
cycle
1
d
2
1
s
s
R
D
p
N
ES
D
(5)
2
eq
2
cycle
1
d
2
1
s
s
R
D
p
N
ES
D
(5) Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 2/13 Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial torsion fatigue tests on five engineering alloys bio Castro et al. libration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering allo Fábio Castro et al. Castro et al. ation and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Fábio Castro et al. 3 CYCLIC PLASTICITY MODEL Uncoupling between the elastic-plastic constitutive behavior and fatigue damage is assumed in this paper. Within this framework, the cyclic stress and strain histories at the critical location of the engineering component
are first determined by using, for example, a finite element model. Fatigue crack initiation life is then predicted by
post-processing the stress-strain data using a fatigue damage model. The stress-strain analysis was performed in this work by using the cyclic plasticity model developed by Jiang
and Sehitoglu (1996a). The basic constitutive relations of the model are summarized in Table 1. The model was
chosen due to its reasonable predictions of the stress and strain responses for general multiaxial loading, as
demonstrated in previous studies (Jiang and Kurath, 1996, 1997; Socie, 1998). Strain-controlled axial fatigue testing with solid cylindrical specimens and strain-controlled axial-torsion
fatigue testing with thin-walled tubular specimens were evaluated in this work. For such experimental
configurations, the axial and/or shear stress distributions can be assumed uniformly distributed over the cross
section of the specimen. By taking advantage of this feature, the numerical implementation of the cyclic plasticity
model was achieved by developing a MATLAB script that simulates the stress response of a material point under
prescribed axial and shear strains. The stress update algorithm was based on an explicit integration scheme. 3/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Fábio Castro et al. C lib
ti
d
l
ti
f th L
it
d
d l
i
i l t
i
f ti
t
t
fi
i
i
ll Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Fábio Castro et al. Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys bio Castro et al. libration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering allo Table 1: Summary of the Jiang‒Sehitoglu cyclic plasticity model. 3 CYCLIC PLASTICITY MODEL 1) Yield function
2
2
2
0
f
k
S
α
2) Flow rule
1
p
h
S n n
ε
3) Hardening rule
1
M
i
i
α
α
1
1, 2, ...,
i
i
i
i
i
i
i
i
c r
p
i
M
r
n
α
α
α
α
S = deviatoric stress, α = backstress, k = yield stress in shear, n = normal on the yield surface, h = plastic modulus function,
p
ε
= plastic
strain,
i
α
= i th backstress part, M = number of backstress parts, p = equivalent plastic strain rate, and
i
c
,
i
r
,
i
= material
constants. S = deviatoric stress, α = backstress, k = yield stress in shear, n = normal on the yield surface, h = plastic modulus function,
p
ε
= plastic
strain,
i
α
= i th backstress part, M = number of backstress parts, p = equivalent plastic strain rate, and
i
c
,
i
r
,
i
= material
constants. S = deviatoric stress, α = backstress, k = yield stress in shear, n = normal on the yield surface, h = plastic modulus function,
p
ε
= plastic
strain,
i
α
= i th backstress part, M = number of backstress parts, p = equivalent plastic strain rate, and
i
c
,
i
r
,
i
= material
constants. 4 RESULTS AND DISCUSSION ation and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Fatigue life prediction by the Lemaitre model requires as input the stress–strain hysteresis loops at the critical
material point. For the AZ61A and AZ31B Mg alloys, the stress–strain loops obtained directly from the fatigue tests
were available to the authors. On the other hand, for the 1045 steel, 16MnR steel, and 7075-T651 Al alloy, the
stresses and strains were simulated by using the Jiang–Sehitoglu plasticity model. The material constants of the
model were determined from the uniaxial cyclic stress-strain curve by using the method described by Jiang and
Sehitoglu (1996b). The format of the cyclic stress-strain curve was described by the Ramberg‒Osgood relationship. Table 2 lists the material constants used in this study for the Jiang‒Sehitoglu model. Table 2: Material constants used in the Jiang‒Sehitoglu plasticity model. 4 RESULTS AND DISCUSSION 1045 steel
E = 204 GPa, = 0.27, k = 50 MPa
1
c
= 12583.2,
2
c
= 1859.5,
3
c
= 475.2,
4
c
= 164.4,
5
c
= 68.9
1
r
= 55.8,
2
r
= 56.0,
3
r
= 55.0,
4
r
= 54.5,
5
r
= 116.3
1
=
2
= =
5
= 5
16MnR steel
E = 212.5 GPa, = 0.31, k = 50 MPa
1
c
= 18373.8,
2
c
= 1721.7,
3
c
= 325.3,
4
c
= 89.8,
5
c
= 31.5
1
r
= 67.8,
2
r
= 65.9,
3
r
= 64.4,
4
r
= 63.7,
5
r
= 116.5
1
=
2
= =
5
= 5
7075-T651 Al alloy
E = 71.7 GPa, = 0.3, k = 100 MPa
1
c
= 651313.5,
2
c
= 121390.2,
3
c
= 29596.0,
4
c
= 8764.4,
5
c
= 3007.4
6
c
= 1158.2,
7
c
= 489.5,
8
c
= 223.3,
9
c
= 108.6,
10
c
= 55.8
1
r
= 28.8,
2
r
= 33.9,
3
r
= 33.7,
4
r
= 33.6,
5
r
= 33.5
6
r
= 33.4,
7
r
= 33.4,
8
r
= 33.3,
9
r
= 33.3,
10
r
= 76.8
1
=
2
= =
10
= 10 Table 2: Material constants used in the Jiang‒Sehitoglu plasticity model. For all the fatigue experiments, the number of cycles to failure was estimated by using Eq. (9). To obtain the
stabilized stresses and strains for the 1045 steel, 16MnR steel, and 7075-T651 Al alloy, elastic-plastic simulations
were carried out for 5 loading cycles, and the results at the 5th loading cycle were used to determine the fatigue
life. For the AZ61A and AZ31B Mg alloys, the stress-strain hysteresis loops taken from the tests at approximately
half the observed fatigue lives were used in Eq. (9). The constants of the Lemaitre model were determined by a
least-squares fitting of the tension‒compression and torsion data, as described in Section 2.2, and are listed in Table
3. Table 3: Material constants used in the Lemaitre damage model. 4 RESULTS AND DISCUSSION The Lemaitre model was evaluated using axial-torsion fatigue test data available in the literature (Fatemi and
Stephens, 1989a; Zhao and Jiang, 2008; Gao et al., 2009; Yu et al., 2011; Xiong et al., 2012). Five engineering
materials were investigated: normalized 1045 steel, 16MnR steel, 7075-T651 Al alloy, extruded AZ61A Mg alloy,
and extruded AZ31B Mg alloy. 1045 steel is a medium carbon steel that is widely used in the ground vehicle
industry. 16MnR steel (also designated Q345R steel and similar to ASME SA302B) is usually applied to manufacture
pressure vessels. 7075 Al alloys are commonly used in aircraft structures. Wrought magnesium alloys are potential
candidates for structural applications in transportation and aerospace industries due to their high strength-to-
weight ratio (Bettles and Barnett, 2012). The loading paths used in the tests are shown in Fig. 1, where is the axial strain and is the shear strain. Fully reversed tension‒compression, fully reversed torsion, proportional (in-phase) loading, and nonproportional
(90º out-of-phase) loading were investigated. The test data for 1045 steel were obtained by testing thin-walled
tubular specimens (Fatemi and Stephens, 1989a). The experiments on 16MnR steel and 7075-T651 Al alloy were
performed by Gao et al. (2009) and Zhao and Jiang (2008), respectively. For these materials, two types of specimens
were tested: solid cylindrical specimens for uniaxial loading and thin-walled tubular specimens for torsion and
axial-torsion. For the AZ61A and AZ31B Mg alloys, thin-walled tubular specimens were used for all tests (Yu et al.,
2011; Xiong et al., 2012). Further details of the fatigue tests used in this work, including the test setup, specimen
dimensions, and cracking orientations, can be found in the corresponding references. g
p
g
Failure was defined by a load drop criterion in most of the experiments (5% load drop for the 16MnR steel,
AZ61A Mg alloy, and AZ31B Mg alloy, and 10% load drop for the 1045 steel and 7075-T651 Al alloy), the exception
being the uniaxial solid specimens of 7075-T651 Al alloy, which were tested to complete fracture. For the materials,
loading conditions, and specimen geometries studied, the crack propagation phase was expected to be a small part
of the total life. Figure 1: Loading paths used in the fatigue tests. Figure 1: Loading paths used in the fatigue tests. Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 4/13 Fábio Castro et al. 4 RESULTS AND DISCUSSION Material
S
(MPa)
s
c
D
1045 steel
2.1
2.8
0.4
16MnR steel
2.0
2.7
0.8
AZ61A Mg alloy
2.2
1.8
0.1
AZ31B Mg alloy
1.7
2.1
0.1
7075-T651 Al alloy
14.0
0.8
1.0 Table 3: Material constants used in the Lemaitre damage model. Observed fatigue lives and estimates made with the Lemaitre model are compared in Figs. 2-4 for the five
materials investigated. A data point with a horizontal arrow denotes a run-out test. The solid diagonal lines in these
figures represent a perfect correlation, the two dashed lines mark the factor-of-two boundaries in Figs. 2 and 3, and
the two dot lines in Fig. 4 are the factor-of-five boundaries. Observed fatigue lives and estimates made with the Lemaitre model are compared in Figs. 2-4 for the five
materials investigated. A data point with a horizontal arrow denotes a run-out test. The solid diagonal lines in these
figures represent a perfect correlation, the two dashed lines mark the factor-of-two boundaries in Figs. 2 and 3, and
the two dot lines in Fig. 4 are the factor-of-five boundaries. Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 5/13 Fábio Castro et al. Fábio Castro et al. Castro et al. ation and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Most of the fatigue life estimates by the Lemaitre model for the 1045 steel and the 16MnR steel were within
the factor-of-two boundaries, indicating that the overall accuracy of the model is excellent. Such accuracy is similar
to those obtained by fatigue models based on the critical plane approach (Fatemi and Socie, 1988; Gao et al., 2009). One factor that contributed to such successful fatigue life predictions is the capability of the Jiang‒Sehitoglu
plasticity model to provide reasonable cyclic stresses and strains. Tables 4 and 5 summarize the accuracy of the
elastic-plastic stress-strain analysis carried out for the proportional and nonproportional (90º out-of-phase) axial-
torsion tests. Figure 2: Observed live versus estimated live for 1045 steel (a) and 16MnR steel (b). Figure 2: Observed live versus estimated live for 1045 steel (a) and 16MnR steel (b). Figure 3: Observed live versus estimated live for AZ61 Mg alloy (a) and AZ31B Mg alloy(b). Figure 3: Observed live versus estimated live for AZ61 Mg alloy (a) and AZ31B Mg alloy(b). Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 4 RESULTS AND DISCUSSION 6/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Fábio Castro et al. Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Fábio Castro et al. o et al. n and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Figure 4: Observed live versus estimated live for 7075-T651 Al alloy. Figure 4: Observed live versus estimated live for 7075-T651 Al alloy. In these tables, the symbols
exp
Δ
and
exp
Δ
refer to the axial and shear stress ranges of the half-life (or near
half-life) stress-strain hysteresis loop obtained from the fatigue experiments, while the symbols
num
Δ
and
num
Δ
are the corresponding quantities calculated from numerical simulations using the Jiang-Sehitoglu plasticity model. The results shown in Tables 4 and 5 indicate that the correlation between the experimentally obtained and the
simulated stress ranges are better for the proportional than for the nonproportional tests. This is because the
adopted plasticity model does not consider the nonproportional hardening effect. However, this effect is not very
significant for the two steels studied (Fatemi and Stephens, 1989b; Jiang and Kurath, 1996; Gao et al., 2009), and
therefore the overall accuracy of the estimated fatigue lives is good. For the nonproportional tests with fatigue lives
less than 104 cycles, it can also be noticed that the life estimates for the 1045 steel are better than those obtained
for the 16MnR steel (4 data points above the upper factor-of-two boundary). This is due to a better agreement
between the experimentally obtained and the simulated stress ranges for the 1045 steel. 7/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 bio Castro et al. libration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering allo Fábio Castro et al. Castro et al. ation and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Table 4: Difference between stabilized stress ranges obtained from fatigue experiments on 1045 steel and from
numerical simulations using the Jiang-Sehitoglu plasticity model. 4 RESULTS AND DISCUSSION Loading type
Specimen
ID
exp
num
exp
Δ
Δ
Δ
(%)
exp
num
exp
Δ
Δ
Δ
(%)
In-phase
axial-torsion
4524
0
5
4523
0
6
4528
-2
3
4516
0
8
4519
0
7
4525
0
-3
4520
1
-4
4515
2
-1
4550
0
4
4514
2
2
4554
1
0
4517
2
3
4526
3
-3
4503
7
-3
4501
6
-3
4522
3
-2
4548
3
-2
4521
0
-1
4509
9
-5
4530
4
-3
90º out-of-
phase axial-
torsion
45A3
8
18
4583
5
4
4580
18
18
45B2
14
18
4586
13
16
45A5
8
6
45D4
21
14
45D1
13
14
45B5
20
13
4588
8
5 Table 4: Difference between stabilized stress ranges obtained from fatigue experiments on 1045 steel and from
numerical simulations using the Jiang-Sehitoglu plasticity model. ence between stabilized stress ranges obtained from fatigue experiments on 1045 steel and from
numerical simulations using the Jiang-Sehitoglu plasticity model. Although the Lemaitre model can provide reasonable fatigue life predictions for the AZ61A and AZ31B Mg
alloy, its performance is not as good as that for the two steels studied. It is found that the model yields somewhat
non-conservative life estimates for the proportional and nonproportional tests. Also, the model has a difficult to
correlate the torsion tests. It is noted that for the tension‒compression and torsion tests, the triaxiality function is
a constant and, therefore, the fatigue damage in the Lemaitre model depends only on the von Mises equivalent
measures of stress and plastic strain. Thus, the significant difference between the cyclic stress-plastic strain curves
of extruded Mg alloys under tension‒compression and torsion (Zhang et al., 2011) may have contributed to the less
satisfying life predictions for the torsion tests. 8/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Fábio Castro et al. Castro et al. ation and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Table 5: Difference between stabilized stress ranges obtained from fatigue experiments on 16MnR
numerical simulations using the Jiang-Sehitoglu plasticity model. 5 FURTHER DISCUSSION The Lemaitre model was used in a previous work by Lopes and Malcher (2017) to estimate fatigue life under
axial-torsion loading conditions. The golden-section search was adopted by these authors to determine the damage
strength material parameter, S , while maintaining fixed the values for
c
D and s (
c
D = 1, s = 1). In the current
work, the three constants ( S , s,
c
D ) were determined by simply performing an exhaustive search over a range of
candidate constants. No pre-defined values for
c
D and s were assumed. Based on the experience gained from the
five engineering metals studied, the fatigue constants in the Lemaitre model are generally within the ranges 0 ≤ S
≤ 14, 0 ≤ s ≤ 3, and 0 ≤
c
D ≤ 1. It is also worth mentioning that the evaluation of the fatigue life by Eq. (9) eliminates
the need to numerically integrate the damage evolution rule until a critical value, and, hence, the determination of
the material constants by an exhaustive search can be performed quickly on a computer. Another advantage of Eq. (9) is that it can be applied to stress‒strain hysteresis loops of any shape (9) is that it can be applied to stress‒strain hysteresis loops of any shape. ( )
In the fatigue damage analysis performed in this work, no coupling between the stress-strain behavior and the
damage was considered. This study and many others (see, e.g., Socie, 1998; Gao et al., 2010) indicate that reasonable
fatigue life predictions of conventional metallic materials can be made using an uncoupled procedure if an accurate
plasticity model is employed. On the other hand, for materials such as porous sintered metals (Ma and Yuan, 2017)
and concrete or for metallic materials under large plastic strains, a coupled analysis is required because of the
strong coupling between the stress-strain behavior and the damage in the material. The material constants of a multiaxial fatigue model are often determined by using test data from tension‒
compression and torsion tests. Alternatively, the material constants in the Lemaitre model were also determined
in the present work by fitting only the tension‒compression data. It was found that the fatigue life predictions for
the five materials investigated were not significantly altered as compared to the fatigue life estimates shown in Figs. 2-4. 4 RESULTS AND DISCUSSION Loading type
Specimen
ID
exp
num
exp
Δ
Δ
Δ
(%)
exp
num
exp
Δ
Δ
Δ
(%)
In-phase
axial-torsion
TU20N
6
6
TU21N
4
2
TU09N
13
19
TU15N
17
21
TU06S
22
23
TU09S
23
23
90º out-of-
phase axial-
torsion
TU07S
32
32
TU08N
31
29
TU06N
28
26
TU03N
30
28
TU14N
29
32 between stabilized stress ranges obtained from fatigue experiments on 16MnR steel and from
numerical simulations using the Jiang-Sehitoglu plasticity model. Observed life versus predicted life for the 7075-T651 Al alloy is shown in Fig. 4. Most of the fatigue life
estimates are within the factor-of-five boundaries. The overall accuracy of the Lemaitre model for the 7075-T651
Al alloy is comparable to the scatter of the baseline fatigue data obtained from tension‒compression tests (Zhao
and Jiang, 2008). Plastic strains in Al alloys are typically very small for fatigue lives higher than 104 cycles and,
therefore, high-cycle fatigue life prediction is a difficulty for any fatigue model that incorporates plastic strains. To
enable the Lemaitre model to be applicable to high-cycle fatigue life prediction of Al alloy, a small yield stress close
to the endurance limit under uniaxial loading (Jiang and Kurath, 1996) was used to simulate the small cyclic plastic
strains in the material. Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 5 FURTHER DISCUSSION Such feature of the Lemaitre model may be useful when only uniaxial fatigue data are available to the design
engineer. A glance at Figs. 2 and 4 shows that the Lemaitre model can correlate well the torsion data of the two steels
and of the Al alloy, while the accuracy of the life estimates for the torsion tests on Mg alloys is not so good. An Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 9/13 Fábio Castro et al. o et al. n and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys attempt to improve the life estimates for such torsion data was carried out by relating the damage strength material
parameter, S , to the stress triaxiality using a linear relationship,
0.33
0
0
3
S
S
S
S
(11)
0.33
0
0
3
S
S
S
S
(11) where
0
S and
0.33
S
are material constants. For cyclic torsion = 0 and S =
0
S , whereas for tension‒compression
= 0.33 and S =
0.33
S
. To determine the four material constants (
0
S ,
0.33
S
, s,
c
D ) in the modified Lemaitre
model, the method described in Section 2.2 was applied to a dataset obtained from tension‒compression and
torsion tests. Note that in the numerical computation of the integral that defines the value of I, Eq. (7), the
expression for
S in Eq. (11) must be adopted. Figure 5 shows the fatigue lives predicted by the modified where
0
S and
0.33
S
are material constants. For cyclic torsion = 0 and S =
0
S , whereas for tension‒compression
= 0.33 and S =
0.33
S
. To determine the four material constants (
0
S ,
0.33
S
, s,
c
D ) in the modified Lemaitre
model, the method described in Section 2.2 was applied to a dataset obtained from tension‒compression and
torsion tests. Note that in the numerical computation of the integral that defines the value of I, Eq. (7), the
expression for
S in Eq. (11) must be adopted. Figure 5 shows the fatigue lives predicted by the modified Lemaitre model versus the observed fatigue lives for the AZ31B Mg alloy. 5 FURTHER DISCUSSION A significant improvement in the
correlation of the torsion data was obtained as compared to the estimates by the original model (refer to Fig. 3b). The overall accuracy of the life predictions for the proportional and nonproportional tests was maintained, except
for the nonproportional test with observed life
f
N = 35 cycles. For AZ61A Mg alloy, the fatigue life estimates based
on the original Lemaitre model and its modified version were identical. The use of a damage strength material parameter as function of the stress triaxiality, Eq. (11), to improve the
correlation of tests with different levels of stress triaxiality was inspired by the work of Malcher and Mamiya
(2014), in which a modification of the damage strength material parameter yielded better results for ductile
fracture prediction. Such a modification of the original Lemaitre model requires an appropriate generalization of
the damage potential function. Following the standard formulation of continuum elastic-plastic damage mechanics
(Lemaitre and Desmorat, 2005), the damage potential function can be obtained by integrating the damage evolution
law with respect to the thermodynamic force associated to the damage, Y . This gives the following expression for
the damage potential function:
1
D
1
1
s
S
Y
D
s
S
(12)
1
D
1
1
s
S
Y
D
s
S
1
D
1
1
s
S
Y
D
s
S
(12) where the function
S is defined by Eq. (11). where the function
S is defined by Eq. (11). Indeed, for any axial-torsion stress state, the stress triaxiality lies in the range
0
1/3
because whenever
0
the denominator of the expression for the stress triaxiality,
2
2
1/ 3 /
3
, is always equal or greater than . Since the constants of the modified Lemaitre model
were determined by using fatigue data with
0
(torsion tests) and
1/ 3
(tension‒compression tests), this
may have contributed to the good life estimates. Fatigue experiments covering a wide range of stress triaxiality are
needed to better evaluate the modified Lemaitre model. where the function
S is defined by Eq. (11). For constant amplitude loading and when the stabilized stress–strain response is reached well before the total
number of cycles to failure, the fatigue life estimated by the Lemaitre model can be calculated by using Eq. (9). There are cases, however, where the stress response of the material never becomes stabilized. For example, the
1045 steel under high strain amplitude experiences hardening followed by a mild softening for a short period and
then a second hardening stage until failure (Fatemi and Stephens, 1989b). Fatigue life prediction based on Eq. (9)
can still be used in such cases by taking the stress–strain hysteresis loop at a reference number of cycles (for
example, at half of the fatigue life). The results in the present study indicate that such an engineering solution can
provide fatigue life estimates with acceptable accuracy. For more general loadings, the variation of the fatigue
damage with time (or loading cycle) can be calculated by numerically integrating Eq. (1) or Eq. (5). 10/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Fábio Castro et al. Fábio Castro et al. C lib
ti
d
l
ti
f th L
it
d
d l
i
i l t
i
f ti
t
t
fi
i
i
ll Fábio Castro et al. Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys o et al. n and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Figure 5: Observed live versus estimated live based on the modified Lemaitre model for AZ31B Mg alloy. Figure 5: Observed live versus estimated live based on the modified Lemaitre model for AZ31B M The limited stress states that were employed to evaluate the Lemaitre model may have contributed to its goo
correlation of the fatigue lives. Thin-walled tubular specimens under axial-torsion loading inherently experien
limited values of stress triaxiality. Indeed, for any axial-torsion stress state, the stress triaxiality lies in the ran The limited stress states that were employed to evaluate the Lemaitre model may have contributed to its good
correlation of the fatigue lives. Thin-walled tubular specimens under axial-torsion loading inherently experience
limited values of stress triaxiality. Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 6 CONCLUSIONS The Lemaitre damage model was experimentally evaluated using axial-torsion fatigue data of five engineering
metals. For 1045 steel, 16MnR steel, and 7075-T651 Al alloy, the Lemaitre model provided life predictions with an
accuracy comparable to the scatter of the baseline fatigue tests conducted under tension‒compression and torsion
(within a factor of 2 for the two steels and within a factor of 5 for the Al alloy). Reasonably accurate fatigue life
estimates were also obtained for the AZ61A Mg alloy and the AZ31B Mg alloy, but the model was not able to
correlate well some of the torsion tests. A significant improvement in the correlation of the torsion data was 11/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Fábio Castro et al. Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys o et al. n and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys achieved by a modified Lemaitre model in which the damage strength material parameter depends on the stress
triaxiality. achieved by a modified Lemaitre model in which the damage strength material parameter depends on the stress
triaxiality. Acknowledgments g
The authors would like to thank the support provided by CNPq (contracts 308126/2016-5 and 131847/2017-
1). References Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Jiang, Y., Kurath, P., (1996). Characteristics of the Armstrong-Frederick type plasticity models. International Journal
of Plasticity, 12(3): 387–415. Jiang, Y., Kurath, P., (1997). Nonproportional cyclic deformation: critical experiments and analytical modeling. International Journal of Plasticity, 13: 743–763. Jiang, Y., Ott, W., Baum, C., Vormwald, M., Nowack, H., (2009). Fatigue life predictions by integrating EVICD fatigue
damage model and an advanced cyclic plasticity theory. International Journal of Plasticity, 25: 780–801. Jiang, Y., Sehitoglu, H., (1996a). Modeling of cyclic ratchetting plasticity, Part I: development of constitutive
equations. ASME Journal of Applied Mechanics, 63: 720–725. Jiang, Y., Sehitoglu, H., (1996b). Modeling of cyclic ratchetting plasticity, Part II: comparison of model simulations
with experiments. ASME Journal of Applied Mechanics, 63: 726–733. Lemaitre, J., (1985). Coupled elasto-plasticity and damage constitutive equations. Computer Methods in Applied
Mechanics and Engineering 51:31–49. Lemaitre, J., Desmorat, R., (2005). Engineering Damage Mechanics: Ductile, Creep, Fatigue and Brittle Failures. Springer Science & Business Media. Lopes, J. P., Malcher, L., (2017). Fatigue life estimates under non-proportional loading through continuum damage
evolution law. Theoretical and Applied Fracture Mechanics, 88: 64–73. Ma, S., Yuan H., (2017). A continuum damage model for multi-axial low cycle fatigue of porous sintered metals based
on the critical plane concept. Mechanics of Materials, 104: 13–25. Malcher, L., Mamiya E. N., (2014). An improved damage evolution law based on continuum damage mechanics and
its dependence on both stress triaxiality and the third invariant. International Journal of Plasticity, 56: 232–261. Sharifi, S. M. H., Googarchin, H. S., Forouzesh, F., (2016). Three dimensional analysis of low cycle fatigue failure in
engine part subjected to multi-axial variable amplitude thermomechanical load. Engineering Failure Analysis, 62:
128–141. Shen, F., Voyiadjis, G. Z., Hu, W., Meng, Q., (2015). Analysis on the fatigue damage evolution of notched specimens
with consideration of cyclic plasticity. Fatigue & Fracture of Engineering Materials and Structures, 38: 1194–1208. Socie, D. F., (1998). An evaluation of methods for estimating fatigue damage under multiaxial nonproportional
variable amplitude loading. In: Low Cycle Fatigue and Elasto-Plastic Behavior of Materials, Eds. K.T. Rie and P.D. Portella, 205–210. Socie, D. F., Marquis, G. B., (2000). Multiaxial Fatigue, SAE International, Warrendale. Xiong, Y., Yu, Q., Jiang, Y., (2012). Multiaxial fatigue of extruded AZ31B magnesium alloy. Materials Science and
Engineering: A, 546: 119–128. Yu, Q., Zhang, J., Jiang, Y., Li, Q., (2011). References Bettles, C., Barnett, M., (Eds.) (2012). Advances in wrought magnesium alloys: Fundamentals of processing,
properties and applications. Publisher: Woodhead Publishing. Bonora, N., Newaz, G. M., (1998). Low cycle fatigue life estimation for ductile metals using a nonlinear continuum
damage mechanics model. International Journal of Solids and Structures, 35(6): 1881–1894. Castro, F., Jiang, Y., (2016). Fatigue life and early cracking predictions of extruded AZ31B magnesium alloy using
critical plane approaches. International Journal of Fatigue, 88: 236–246. Castro, F., Jiang, Y., (2017). Fatigue of extruded AZ31B magnesium alloy under stress- and strain-controlled
conditions including step loading. Mechanics of Materials, 108: 77–86. Chow, C. L., Wei, Y., (1991). A model of continuum damage mechanics for fatigue failure. International Journal of
Fracture, 50: 301–316. Fatemi, A., Shamsaei, N., (2011). Multiaxial fatigue: An overview and some approximation models for life estimation. International Journal of Fatigue, 33: 948–958. Fatemi, A., Socie, D., (1988). A critical plane approach to multiaxial fatigue damage including out-of-phase loading. Fatigue & Fracture of Engineering Materials and Structures, 11(3): 149–165. Fatemi, A., Stephens, R. I., (1989a). Biaxial fatigue of 1045 steel under in-phase and 90 deg out-of-phase loading
conditions, Multiaxial Fatigue: Analysis and Experiments, Chapter 9, SAE AE-14, 121–137. Fatemi, A., Stephens, R. I., (1989b). Cyclic deformation of 1045 steel under in-phase and 90 deg out-of-phase axial-
torsional loading conditions, Multiaxial Fatigue: Analysis and Experiments, Chapter 10, SAE AE-14, 139–147. Gao, Z., Zhao, T., Wang, X., Jiang, Y., (2009). Multiaxial fatigue of 16MnR steel. Journal of Pressure Vessel Technology,
131(2): 021403-1–021403-9. Gao, Z., Qiu, B., Wang, X., Jiang, Y., (2010). An investigation of fatigue of a notched member. International Journal of
Fatigue, 32: 1960–1969. Googarchin, H. S., Sharifi, S. M. H., Forouzesh, F., Hosseinpourd, G. H. R., Etesamia, S. M., Malek Zadea, S. (2017). Comparative study on the fatigue criteria for the prediction of failure in engine structure. Engineering Failure
Analysis, 79: 714–725. Jiang, Y., (2000). A fatigue criterion for general multiaxial loading. Fatigue & Fracture of Engineering Materials and
Structures, 23: 19–32. Jiang, Y., Hertel, O., Vormwald, M., (2007). An experimental evaluation of three critical plane multiaxial fatigue
criteria. International Journal of Fatigue, 29: 1490–1502. 12/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Fábio Castro et al. Calibration and evaluation of the Lemaitre damage model using axial-torsion fatigue tests on five engineering alloys Fábio Castro et al. C l b
d Fábio Castro et al. References Multiaxial fatigue of extruded AZ61A magnesium alloy. International Journal
of Fatigue, 33(3): 437–447. Zhang, J., Yu, Q., Jiang, Y., Li, Q., (2011). An experimental study of cyclic deformation of extruded AZ61A magnesium
alloy. International Journal of Plasticity, 27: 768–447. Zhao, T., Jiang, Y., (2008). Fatigue of 7075-T651 aluminum alloy. International Journal of Fatigue, 30: 834–849. Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62
13/13 13/13 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62 Latin American Journal of Solids and Structures, 2018, 15(10 Thematic Section), e62
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NHS Health Advisory Service
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Psychiatric bulletin of the Royal College of Psychiatrists/Psychiatric bulletin
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NHS Health Advisory Service The Legal Practice Directorate of the Law Society is
currently up-dating its register of expert witnesses
who can offer assistance to solicitors in litigation. The NHS Health Advisory Service will shortly be
appointing
team members for its 1989-1990 pro
gramme of visits to services for elderly people and for
mentally ill people. g
Any members who wish to assist should contact
the Information Officer, Edwina Dunne, at the Law
Society, 12Chancery Lane, London WC2A 1PL and
should enclose the following details: Any members who wish to assist should contact
the Information Officer, Edwina Dunne, at the Law
Society, 12Chancery Lane, London WC2A 1PL and
should enclose the following details: y
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The Director, Professor Philip Seager, would wel
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from consultant
psychiatrists,
who arc not already on the Health Advisory Service's
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three to five weeks' duration but applicants should
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assignments. (1) name g
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(2) background and experience ( )
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p
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(4)
illi
t
d t k
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medico-legal work
(including negligence) as appropriate. (4) willingness to undertake
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The ad hoc multidisciplinary teams (comprising a
consultant
psychiatrist
or geriatrician,
a general
manager, and managers of nursing, occupational
therapy or physiotherapy, and social services) will be
visiting Health Districts throughout
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Wales to help the relevant Authorities to assess and
improve their servicesfor the client groups concerned,
and in particular to advise on the better management
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be changed or developed in the future. Teams bring
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themselves helpful educational experiences for team
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annual intake in October 1989. The course is part-
time, extending over two years, and leads to the
University
qualification
of Diploma
in Psycho
therapy. Application forms and further details are
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Endoscopic submucosal injection of adipose-derived mesenchymal stem cells ameliorates TNBS-induced colitis in rats and prevents stenosis
|
Stem cell research & therapy
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© The Author(s). 2018 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. * Correspondence: emarranz@salud.madrid.org
Conference presentation: this work was partially presented at UEGW 2013 in
Berlin and IFATS 2013 11th conference in New York.
†Equal contributors
1Gastroenterology Department, La Paz University Hospital, Paseo de la
Castellana 261 4th floor, 28046 Madrid, Spain
Full list of author information is available at the end of the article Abstract Background: Mesenchymal stem cells have potential applications in inflammatory bowel disease due to their
immunomodulatory properties. Our aim was to evaluate the feasibility, safety and efficacy of endoscopic
administration of adipose-derived mesenchymal stem cells (ASCs) in a colitis model in rats. Methods: Colitis was induced in rats by rectal trinitrobenzenesulfonic acid (TNBS). After 24 h ASCs (107 cells) or
saline vehicle were endoscopically injected into the distal colon. Rats were followed for 11 days. Daily weight,
endoscopic score at days 1 and 11, macroscopic appearance at necropsy, colon length and mRNA expression of
Foxp3 and IL-10 in mesenteric lymph nodes (MLN) were analyzed. Results: Endoscopic injection was successful in all the animals. No significant adverse events or mortality due to
the procedure occurred. Weight evolution was significantly better in the ASC group, recovering initial weight by
day 11 (−0.8% ± 10.1%, mean ± SD), whereas the vehicle group remained in weight loss (−6.7% ± 9.2%, p = 0.024). The endoscopic score improved in the ASC group by 47.1% ± 5.3% vs. 21.8% ± 6.6% in the vehicle group (p < 0.01). Stenosis was less frequent in the ASC group (4.8% vs. 41.2%, p < 0.01). Colon length significantly recovered in the ASC
group versus the vehicle group (222.6 ± 17.3 mm vs. 193.6 ± 17.9 mm, p < 0.001). The endoscopic score significantly
correlated with weight change, macroscopic necropsy score and colon length. Foxp3 and IL-10 mRNA levels in MLN
recovered with ASC treatment. Conclusions: ASC submucosal endoscopic injection is feasible, safe and ameliorates TNBS-induced colitis in rats,
especially stenosis. Keywords: Inflammatory bowel disease, Cell therapy, Mesenchymal stem cells, Endoscopic treatment Endoscopic submucosal injection of
adipose-derived mesenchymal stem cells
ameliorates TNBS-induced colitis in rats and
prevents stenosis Eduardo Martín Arranz1*, María Dolores Martín Arranz1, Tomás Robredo2, Pablo Mancheño-Corvo3, Ramón Menta3,
Francisco Javier Alves4, Jose Manuel Suárez de Parga1, Pedro Mora Sanz1, Olga de la Rosa3, Dirk Büscher5,
Eleuterio Lombardo3† and Fernando de Miguel2† Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95
https://doi.org/10.1186/s13287-018-0837-x Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95
https://doi.org/10.1186/s13287-018-0837-x Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95
https://doi.org/10.1186/s13287-018-0837-x Open Access Background dysregulation of the innate and adaptive immune system,
genetic influences and environmental factors are suggested
to intervene in the development of the disease. With
current treatments, there is still a substantial proportion of
patients in whom remission cannot be achieved, leaving
unmet needs in the treatment of IBD and leading to the
emergence of new treatments [1]. Inflammatory bowel disease (IBD) includes Crohn’s disease
(CD) and ulcerative colitis (UC); it is characterized by
chronic and relapsing inflammation of the intestinal tract. Its pathogenesis is not completely understood, but a Mesenchymal stem cells (MSCs) are cells that can be
isolated from several adult tissues, including bone mar-
row (BM-MSCs) and adipose tissue (ASCs) [2]. Adult
MSCs have been proposed as a potential treatment for Page 2 of 13 Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 Although promising, MSC therapy for IBD still raises
some questions, such as the best route of administration
to optimize bioavailability in the damaged areas. Con-
flicting results have been reported to date in terms of
intravenous efficacy, and local approaches used in ani-
mal experiments, such as intraperitoneal inoculation or
colon injection through laparotomy, are impractical for
human use [36]. In this study, we propose a new admin-
istration route for IBD cell therapy: injecting cells into
the colon submucosa using endoscopy, allowing direct
cell delivery to the damaged area, while enabling the
evaluation of disease severity and evolution. several diseases, including immune-based treatments,
due to their multilineage differentiation capabilities that
could allow MSCs to repair damaged tissues [1, 3] and
their capacity to modulate the function of the majority
of immune cells [2, 4]. This treatment could promote
the regulation of the inflammatory cascade by inducing tol-
erogenic phenotypes in antigen-presenting cells (APCs) [5]
while inhibiting the proliferation of cytotoxic T-cells and
promoting differentiation toward regulatory phenotypes in
lymphocytes (regulatory T cells) and macrophages (M2
macrophages) [6]. The immunomodulatory properties of
MSCs rely not only on cell-to-cell interactions but also on
effects mediated by a variety of soluble factors [7–9]. The aim of this study was to evaluate the feasibility,
safety and efficacy of submucosal endoscopic injection
of human ASCs in a 2,4,6-trinitrobenzenesulfonic acid
(TNBS)-induced colitis model in rats, and the utility of
endoscopy to evaluate and follow the course and severity
of the disease over time. Background MSCs are considered to have low immunogenicity
due to a low expression of major histocompatibility
complex (MHC)-I and an absence of MHC-II and clas-
sic costimulatory molecules, allowing allogeneic use in
the clinical setting or even xenogeneic use for research
purposes [10, 11]. Animals Immunocompetent SD-OFA male rats (Charles River,
Barcelona, Spain), weighing 375–400 g were used, and
were kept in standard stabulation conditions (12 h light/
dark daily cycle) in our facilities with pellet chow and
water ad libitum throughout the experiment. Methods
Ethics Regarding IBD cell therapy, MSCs from different
sources have reported efficacy through various routes of
administration (systemic and local) in animal studies on
experimental colitis [12]. Thus, MSC treatment reduced
the clinical and histopathological severity in experimen-
tal animal models of colitis by downregulating the Th1
and Th17-driven inflammatory response (i.e. reduction
of pro-inflammatory cytokines such as tumor necrosis
factor (TNF), interferon gamma (IFNγ), interleukin (IL)-6,
IL-12 or IL-17), increasing the levels of anti-inflammatory
cytokines such as IL-10, and promoting the generation of
immune cells with immunomodulatory properties such as
FoxP3 regulatory T cells, regulatory B cells, and M2
macrophages [13–18]. The engraftment of MSCs on the
inflamed gut might play an important role for their thera-
peutic effect on IBD models [13, 14, 19, 20] Interestingly,
preactivation of MSCs with inflammatory mediators such
as IFNγ, IL-1β, IL-25 or poly (I:C) increase their thera-
peutic capacity in vivo by increasing their immunomodu-
latory properties and capacity to home to the site of
inflammation [21–24]. Noteworthy, efficacy on the treat-
ment of experimental colitis has been also obtained using
components of MSCs, such as conditioned medium and
extracellular vesicles, showing that MSC secreted factors
can ameliorate colitis [25, 26]. Another aspect of interest
is that exposure of MSCs to drugs commonly used in the
treatment of IBD do not appear to affect MSC function in
vitro [27, 28]. Furthermore, MSC-based therapies have
been already used in human studies on fistulizing [29–31]
and luminal CD [32–34]. Importantly, Panés et al., re-
cently reported for the first time the significant efficacy
of the intralesional treatment with allogeneic ASCs
(Cx601) of complex perianal fistulas in Crohn’s pa-
tients, in a randomized, placebo-controlled phase III
clinical trial [35]. All the animal experiments were performed following
approval from the Animal Experimental and Welfare
Ethics Committee of La Paz University Hospital (CEBA
24-2010), and in accordance with the guidelines of the
directive 2010/63/EU from the European Parliament
and of the Council on the protection of animals used
for scientific purposes and the corresponding Spanish
regulations (RD53/2013). Endoscopy Approximately 24 h after colitis induction, the animals
were weighed and anesthetized with inhaled isofluorane. Prior to the endoscopy, colon cleansing was performed
with a 20-ml room temperature (RT) saline solution
enema. ASC isolation For ASC isolation, lipoaspirates were obtained from hu-
man adipose tissue after informed consent from other-
wise healthy adult male and female donors undergoing
cosmetic surgery. The ASC isolation was performed as previously re-
ported [37]. Briefly, the lipoaspirates were washed twice
with phosphate-buffered saline (PBS) to remove contam-
inating debris and red blood cells and digested at 37 °C
for 30 min with 0.075% collagenase (Type I, Invitrogen,
Carlsbad, CA, USA) in the PBS. The digested sample
was washed with 10% fetal bovine serum (FBS), treated
with 160 mM ammonium chloride to eliminate the
remaining red blood cells, suspended in culture medium
(Dulbecco’s modified Eagle medium), containing 10%
FBS, and filtered. The cells were seeded onto tissue cul-
ture flasks and expanded at 37 °C and 5% carbon Page 3 of 13 Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 Page 3 of 13 (Sigma-Aldrich, Tres Cantos, Spain), 30 mg/ml diluted in
50% ethanol, freshly prepared, was delivered slowly. The
rats were kept in a head-down position for 1 min to pre-
vent immediate expulsion of TNBS, and were then
returned to their cages where they recovered conscious-
ness shortly thereafter [40, 41]. dioxide. The culture medium was changed every 3 to 4
days. The cells were passed to a new culture flask when
the cultures reached of confluence, and were phenotyp-
ically characterized according to their capacity to differ-
entiate into chondro-, osteo-, and adipogenic lineages
[38, 39]. In addition, ASCs were verified by flow cytome-
try staining for specific surface markers: positive for
HLA-I, CD73, CD90 and CD105; and negative for HLA-
II, CD14, CD19, CD34 and CD45. A pool of six various
ASC samples from male and female donors (population
doubling 12–14) were used in the study. Experimental design The endoscopy was performed with a videoendoscope
GIF-XP-160 (Olympus Optical Co Ltd, Tokyo, Japan),
with an outer diameter of 5.9 mm, 180°/90° up/down
bending, 100°/100° right/left bending, 103 cm working
length, 120° view field, 2 mm working channel and a
CV-145 processor (Olympus Optical Co Ltd). On day 0, the rats were weighed and colitis was induced. On day 1, the animals that presented weight loss under-
went endoscopic evaluation under anesthesia. After col-
onoscopy, treatment was subsequently applied according
to the assigned experimental group: ASC group (n = 25),
or vehicle (PBS, n = 21). Two additional groups were used:
one without colitis induction was used as a healthy control
(n = 25); and another with induced colitis but without en-
doscopy or treatment, the TNBS group (n = 13), was used
as a safety control for the endoscopy and injection. While in the supine position, the endoscope was
inserted into the rectum, advancing until the splenic
flexure (8–10 cm). All the endoscopies were digitally re-
corded for posterior analysis by two different observers. All the animals were weighed daily. On day 11, a sec-
ond colonoscopy was performed under anesthesia for
the assessment of colonic damage; blood was then ob-
tained by cardiac puncture, and the animals were eutha-
nized
with
saturated
potassium
chloride
through
intracardiac injection. A medial abdominal incision was
then performed for macroscopic evaluation. To assess colitis severity, we developed an endoscopic
index, adapted from published animal endoscopic exper-
iments [19, 42–45] and human IBD scales [46–48]. The
degree of inflammation, ulceration, stenosis, thickening,
bleeding and extent of disease were scored individually
and a final score was obtained by adding all the vari-
ables, ranging from 0 to 25 (Table 1). Cell injection
E d Endoscopic needles (23G × 5 mm, 160 cm length, Olym-
pus Optical Co Ltd) were used for submucosal injection. Following endoscopic evaluation, a needle was passed
through the endoscope’s working channel, then intro-
duced tangentially into the submucosa using the dy-
namic endoscopic submucosal injection method [49],
injecting 0.2 ml PBS containing ASCs or not (total dose On day 0, the animals were weighed and anesthetized
with inhaled isofluorane (5% induction and 2% mainten-
ance), and feces were removed by gentle manual pressure
of the abdomen. While in a supine position, a flexible
plastic intravenous catheter (BD Insyte™Autoguard™18G,
Becton Dickinson, Madrid, Spain) was inserted 5 cm from
the anal verge, and a single bolus of 0.5 ml of TNBS Table 1 Endoscopic score. The score is the result of the sum of each item
Inflammation
Ulceration type
Stenosis
Colon
thickening
Spontaneous
bleeding
Inflammation
longitudinal extent (cm)
0 Normal aspect of the mucosa
0 No ulcers
0 No stenosis
0 Transparent
0 Absent
1 Hyperemia
1 Cicatricial ulcer
1 Mild stenosis
1 Mild
1 Present
2 Ulceration, covering < 1/4
of the circumference
2 Superficial ulcer
2 Stenosis preventing
endoscope pass
2 Pronounced
3 Ulceration, covering 1/4 to 1/2
of the circumference
3 Medium depth ulcer
3 Totally opaque
4 Ulceration, covering > 1/2
of the circumference
4 Deep ulcer
5 Circumferential ulceration
5 Necrotic ulcer
6 Circumferential ulceration+
longitudinal extension Table 1 Endoscopic score. The score is the result of the sum of each item Table 1 Endoscopic score. The score is the result of the sum of each item
Inflammation
Ulceration type
Stenosis
Colon
thickening
Spontaneous
bleeding
Inflammation
longitudinal extent (cm)
0 Normal aspect of the mucosa
0 No ulcers
0 No stenosis
0 Transparent
0 Absent
1 Hyperemia
1 Cicatricial ulcer
1 Mild stenosis
1 Mild
1 Present
2 Ulceration, covering < 1/4
of the circumference
2 Superficial ulcer
2 Stenosis preventing
endoscope pass
2 Pronounced
3 Ulceration, covering 1/4 to 1/2
of the circumference
3 Medium depth ulcer
3 Totally opaque Page 4 of 13 Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 1:250 in blocking solution for 1 h at RT, followed by the
ABC kit (HRP-based, Vector Laboratories, Burlingame,
CA, USA), for 1 h at RT, and DAB as the chromogen. Sections were counterstained with hematoxylin, and
mounted with DPX. 107 ASCs) in four different spots surrounding the
lesions. Immunohistochemistry Distal colonic tissue was fixed in 10% buffered formalin,
embedded in paraffin, cut into 5-μm sections and
stained with hematoxylin-eosin. To detect ASCs by immunohistochemistry, tissue sec-
tions were dewaxed and rehydrated, and then micro-
waved for 20 min in 0.01 M trisodium citrate buffer pH
6.0. After cooling to RT, endogenous peroxidase was
blocked by incubating the tissues for 10 min in 1% H2O2
in methanol. After rinsing with TBST buffer, the samples
were blocked for 1 h at RT with 5% normal goat serum
and 1% bovine serum albumin in TBST, then incubated
overnight at 4 °C with anti-human mitochondria anti-
body (113-1, Abcam, Cambridge, UK), 1:500 in blocking
solution. Detection was performed with goat anti-mouse
biotinylated IgG (Life Technologies, Carlsbad, CA, USA) g
For the quantitative PCR, we used a CFX96 Touch
system (Bio-Rad, Hercules, CA, USA) and Quantimix
Easy kit (Biotools, Madrid, Spain) containing 0.3 μM
each oligonucleotide and 0.5 × SYBR Green (Life Tech-
nologies), for 40 cycles of 20 s at 95 °C, 20 s at 60 °C, 30
s at 72 °C and 2 s at 80 °C (when fluorescence was ac-
quired). The oligonucleotide sequences were as follows:
Foxp3, forward, 5′-TGG CAG GGA AGG AGT GTC
AG-3′, reverse, 5’-GGC TGA CTT CCA AGT CTC GT-
3′; IL-10, forward, 5’-GGC TCA GCA CTG CTA TGT
TGC C-3′, reverse, 5’-AGC ATG TGG GTC TGG CTG
ACT G-3′; GAPDH, forward, 5′- CGT GGA GTC TAC
TGG TGT CTT CAC C-3′, reverse, 5′- GAT GGC
ATG GAC TGT GGT CAT GAG C-3′. We used the
standard 2-ΔΔCt method to quantitate expression levels. Table 2 Macroscopic damage score. The score is the result of
the sum of each item
Colon wall vascularization
Colon wall
thickening
Adherences to
the colon wall
0 Normal
0 Normal
0 Absence
1 Mild vascular pattern
distortion
1 Mild
1 Mild adherences
2 Pronounced vascular
pattern distortion
2 Pronounced 2 Moderate adherences
3 Complete absence
of vascular pattern
3 Very intense 3 Pronounced adherences Table 2 Macroscopic damage score. The score is the result of
the sum of each item Macroscopic evaluation After euthanasia, the abdominal cavity was exposed
through medial abdominal incision, allowing visualization
of the colon and the presence of adherences. Photographs
were taken for evaluation by two different observers. Macroscopic damage was assessed by the degree of colon
wall vascularization, wall thickening and presence of ad-
herences, for a final score ranging from 0 to 9 (Table 2). The colon was removed to measure its entire length
from the colocecal junction to the anal verge, and the
distal part excised and fixed in buffered formalin. Mesenteric lymph nodes (MLN) were collected, snap-
frozen in liquid nitrogen and stored at −80 °C for
further use. RNA isolation, reverse transcription-polymerase chain
reaction (RT-PCR), quantitative PCR The complete procedure, including submucosal injec-
tions, usually took no longer than 10 min. reaction (RT PCR), quantitative PCR
Total RNA was isolated from frozen MLN with TRIzol
reagent (Ambion, Life Technologies), according to the
manufacturer’s recommendations. The average yield was
1.91 ± 0.06 μg RNA per mg MLN. Complementary
DNA synthesis was performed with MultiScribe Reverse
Transcriptase and oligo (dT)16 (Applied Biosystems, Fos-
ter City, CA, USA), according to the manufacturer’s rec-
ommendations. Standard PCR was performed with 1u
DNA polymerase (Biotools, Madrid, Spain) and 0.5 μM
each oligonucleotide for 35 cycles of 30 s at 95 °C, 30 s
at 60 °C and 30 s at 72 °C. The sequences of the oligonu-
cleotides were as follows: Foxp3, forward, 5’-CAG CTG
CCT ACA GTG CCC CTA G-3′, reverse, 5’-CGT TTG
CCA GCA GTG GGT AG-3′; IL-10, forward, 5′-GGA
TCC AAC GCA GCC TTG CAG AAA C-3′, reverse,
5’-ACG CGT ATT TTT CAT TTT GAG TGT CAC
GTA GGC -3′; ß-Actin, forward, 5′-AGA GGG AAA
TCG TGC GTG-3′, reverse, 5’-CTG GGT ACA TGG
TGG TGC-3′. The PCR products were analyzed on 1. 6% agarose gels in 0.5 × TBE buffer (Tris-Borate-EDTA)
containing 1 × REALSafe (Durviz, Valencia, Spain) and
with a digital photodocumentation system (Alliance 2.7,
UVitec, Cambridge, UK). Cell injection
E d This dose and number of injections were chosen
taking into account the maximum concentration in
which ASC viability was guaranteed and covering the
extension of the damaged colon while keeping a low
volume of fluid, and thus avoiding potential mucosal
damage caused by over injection. Statistics The statistical analyses were performed with SPSS 20.0
(SPSS Inc., Chicago, IL, USA) and Prism 5.01 (GraphPad
Software Inc., San Diego, CA, USA). The statistical level
of significance was p < 0.05, corrected for multiple com-
parisons where appropriate. The quantitative data are expressed as mean ± SD. Page 5 of 13 Page 5 of 13 Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 Feasibility and safety The differences between continuous and qualitative
variables were calculated with non-parametric tests: the
Kruskal-Wallis
or
the
Mann-Whitney
U
test. The
Wilcoxon signed-rank test was used for paired analysis. The endoscopic injection was successful in all the rats,
with formation of a visible submucosal bleb (Fig. 1a-c). Neither significant adverse events nor mortality due to
the procedure occurred. For the frequency analysis between qualitative vari-
ables we used the chi-squared test or Fisher’s exact test,
when necessary (if n < 20 or any value in the expected
value table was < 5). We assessed the correct location of the cell injection
using immunohistochemistry with anti-human mito-
chondria antibody, which allows detection of human
ASCs. In a healthy animal in which ASCs were injected
following the same method of the experiment, a dense
accumulation of positive cells was observed in the colon
submucosa 24 h after the injection, with no signs of im-
mune reaction (Fig. 1d). Correlations were analyzed by Pearson’s correlation
coefficient. Slopes of linear regression were compared
with the beta coefficient of the simple linear regression
and its standard error. Survival curves were made using the Kaplan-Meier
method and the log-rank test. In the colitic rats, we also detected ASCs in the colon
submucosa 24 h after cell injection, with intense inflam-
matory infiltrate and edema (Fig. 1e). At the end of the
experiment, however, we could not detect ASCs by im-
munohistochemistry within the submucosa, even in the
animals that showed signs of improvement: the extensive
areas that were seen in the submucosa of these animals
showed cells with a fibroblastic phenotype, less inflam-
matory infiltrate and almost absent edema (Fig. 1f). Basal characteristics Twenty-four hours after a TNBS enema, the rats suf-
fered significant weight loss (−3.9% ± 2.4% vs. 1.0% ± 1. 4% in the control group, p < 0.001); diarrhea and other
signs of discomfort were also evident in the colitic ani-
mals. The endoscopic score increased significantly in
these animals compared with the control group (16.1 ±
4.9 vs. 1.3 ± 1.9, p < 0.001). The selection of rats to ei-
ther treatment group, PBS or ASC, was not biased, given
neither weight loss (−3.6% ± 2.8% vs. -3.0% ± 1.9%, re-
spectively, p = 0.21) nor endoscopic score (17.6 ± 4.3 vs. 15.0 ± 5.0, respectively, p = 0.08) was statistically
different. There was no difference in overall survival rate with
either treatment, (85.7% PBS vs. 83.3% ASCs vs. 84.6%
TNBS, p is not significant). As expected, the healthy
control group suffered no deaths (data not shown). Endoscopic analysis After colitis induction, endoscopic signs of damage were
evident, with disappearance of vascular pattern, edema
and ulceration (Fig. 3a, b), which improved over time, in
particular in the ASC group (Fig. 3d). The ASC-treated rats also suffered an initial weight
loss that reached its peak on day 3 (−8.4% ± 4.2%), after
which, unlike the other colitic groups, weight recovery
was evident, reaching, on average, initial values by the
end of the experiment (−0.8% ± 10.1% on day 11, p = 0. 741) (Fig. 2a). In fact, the ASC-treated animals gained
weight with a slope comparable to the one observed in
the control group (0.93 ± 0.08 vs. 0.89 ± 0.04, respectively,
p = 0.601), whereas the slopes for the TNBS and the PBS-
treated groups were significantly flatter (0.52 ± 0.09, p = 0. 001, and 0.41 ± 0.09, p < 0.001, respectively) (Fig. 2a). We evaluated the endoscopic mucosal damage following
the score described in Table 1, with higher scores for more
severe inflammation. There is no validated score for endoscopic evaluation
of experimental colitis severity. The most commonly
used variable for follow-up is daily weight; therefore, we
first analyzed the overall correlation between our colon-
oscopy score and weight change, finding a strong correl-
ation at both time points evaluated: at day 1, the
Pearson coefficient was r = −0.75 (p < 0.001) and at the
end of the experiment at day 11 r = −0.78 (p < 0.001)
(Additional file 1: Figure S1). Weight recovery was statistically significant in the
ASCs group over the PBS group on day 5 (−6.5% ± 5. 86% vs. −11.32% ± 4.18%, respectively, p = 0.009), day 9
(−3.7% ± 9.1% vs. −8.5% ± 6.8%, respectively, p = 0.034), At day 11, the final endoscopic score was 9.1 ± 5.6 in
the ASC group compared with 13.3 ± 6.2 in the PBS
group (p = 0.052) (Fig. 3e). As expected in an acute col-
itis model, both groups improved; however, this im-
provement was significantly greater in the ASC group
compared with the PBS group (−6.6 ± 2.9 vs. −3.5 ± 5
points, respectively, p = 0.011). This represents a mean
improvement of 47.1% ± 5.3% in the ASCs compared
with 21.8% ± 6.6% in the PBS group (p = 0.005). Fig. 2 hASC improves weight evolution. Colitis induces weight loss. a Body weight was measured daily. Weight evolution All the control rats gained weight steadily throughout
the course of the experiment, reaching a significant a
d
e
f
b
c
Fig. 1 Injection feasibility and cell location. Cells were injected into the submucosa using a 23G endoscopic needle. a, b and c injection
procedure, bleb formation and endoscopic appearance after injection. Cells are injected into the submucosa, this is demonstrated by presence of
hASC staining (brown) using anti-human mitochondria antibodies in colon submucosa 24 h after injection in a healthy animal (d) or in a colitic
animal (e). Eleven days after injection in a colitic animal that recovered weight cells no staining was seen (f) a b a d
e
f f d Fig. 1 Injection feasibility and cell location. Cells were injected into the submucosa using a 23G endoscopic needle. a, b and c injection
procedure, bleb formation and endoscopic appearance after injection. Cells are injected into the submucosa, this is demonstrated by presence of
hASC staining (brown) using anti-human mitochondria antibodies in colon submucosa 24 h after injection in a healthy animal (d) or in a colitic
animal (e). Eleven days after injection in a colitic animal that recovered weight cells no staining was seen (f) Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 Page 6 of 13 day 10 (−1.9% ± 9.4% vs. −8.4% ± 8.6%, respectively,
p = 0.013) and day 11 (−0.8% ± 10.1% vs. −6.7% ± 9.2%,
respectively, p = 0.037). increase of 9.9% ± 3.4% (p < 0.001) compared with
their initial weight (Fig. 2a, b). Regarding the colitic
rats, the TNBS group suffered rapid weight loss, reach-
ing −11.9% ± 2.1% at day 3; they then began a slight
recovery, with mean weight loss at the end of the ex-
periment of −8.7% ± 8.2% (p = 0.021) (Fig. 2a). The
PBS-treated rats also exhibited a similar pattern, with
significant weight loss that reached a maximum on the
fifth day after induction with the hapten (−11.3% ± 4.2%). After this day, the rats gained weight slightly, and, on aver-
age, did not reach initial values (−6.7% ± 9.2% on day 11,
p = 0.024) (Fig. 2a). Weight evolution Individually, some animals from every colitic group re-
covered initial weight by the end of the experiment, but
the frequency of weight recovery was higher in the ASC-
treated animals compared with the TNBS and PBS
groups: 60.0% (12/20), 27.3% (3/11) and 38.9% (7/18), re-
spectively (p is not significant) (Fig. 2b). Endoscopic analysis Faster improvement was seen
in ASC group, being significantly different on days 5, 9, 10 and
11. *p < 0.05. b Frequency of weight recovery by treatment group. 60% of animals treated with ASC recovered weight vs. 38.9% in
PBS group and 27.3% in TNBS group (p = n.s.). ASCs adipose-derived
mesenchymal stem cells, PBS phosphate-buffered saline, TNBS
trinitrobenzenesulfonic acid ASC treatment dramatically decreased the develop-
ment of stenosis (defined as the presence of a narrowing
of the lumen that hinders or prevents passage of the
endoscope) when evaluated by endoscopy on day 11
(Fig. 4a, b). While in the PBS group, 7 of 17 evaluable
rats (41.2%) developed stenosis, whereas only 1 of 21
rats (4.8%) did so in the ASC group (p = 0.001) (Fig. 4c). Macroscopic evaluation 4 Stenosis development is decreased with ASC treatment. a Endoscopic image from a PBS-treated rat with stenosis. b Macroscopic
aspect of the colon of the same rat. The stenosis is marked with a white
arrow. c Frequency of stenosis in the PBS and ASC groups. **p = 0.01. ASCs adipose-derived mesenchymal stem cells, PBS phosphate-buffered
saline, TNBS trinitrobenzenesulfonic acid a
b
c
d a
b a
b b c c
Fig. 4 Stenosis development is decreased with ASC treatment. a Endoscopic image from a PBS-treated rat with stenosis. b Macroscopic
aspect of the colon of the same rat. The stenosis is marked with a white
arrow. c Frequency of stenosis in the PBS and ASC groups. **p = 0.01. ASCs adipose-derived mesenchymal stem cells, PBS phosphate-buffered
saline, TNBS trinitrobenzenesulfonic acid e e Fig. 3 Endoscopic evaluation of the colitis. TNBS induced distal
colitis characterized by erythema, edema, loss of vascular pattern
and ulceration. This is still evident after 11 days of the onset of the
disease. a-b Endoscopic evolution of a PBS-treated rat at day 1 and
11. c-d Endoscopic evolution of an ASC-treated rat at day 1 and 11. e Evolution of the endoscopic score over time per treatment group. The endoscopic score at baseline was not different between groups. As expected this score improved between day 1 and 11 in both
groups. The change in ASC group was greater than in the PBS group
(−6.6 ± 2.9 vs. −3.5 ± 5 points, p = 0.011). Score at day 11 did not
achieve significant difference between groups p = 0.052. **p < 0.01,
***p < 0.001. ASCs adipose-derived mesenchymal stem cells, PBS
phosphate-buffered saline, TNBS trinitrobenzenesulfonic acid Colitis is known to induce a marked shortening of the
colon. In the TNBS group and the PBS group, colon
length was shorter than in the control group (204.5 ±
24.6 mm, p < 0.001; 193.6 ± 17.9 mm, p < 0.001, vs. 237.2 ± 16.3 mm, respectively). This shortening was
significantly improved in the ASC group, with a mean
length of 222.6 ± 17.3 mm, showing no difference from
the control group (p = 0.2) and statistically longer than
the PBS group (p < 0.001) (Fig. 5f). Colon length also cor-
related significantly with the endoscopic score at the end
of the experiment, with a Pearson correlation r = −0.33,
p = 0.041 (Additional file 3: Figure S3). Macroscopic evaluation Distal colonic
samples stained with hematoxylin-eosin were evaluated
for ulceration and histologic recovery (Fig. 6). TNBS groups, although there was no statistical signifi-
cance among them. Nevertheless, the macroscopic dam-
age score in the ASC group (4.7 ± 2.5) decreased to
values not statistically different from the control group
(Fig. 5e). Macroscopic evaluation Macroscopic evaluation of the abdominal cavity was per-
formed after euthanasia at day 11. Vascular pattern dis-
tortion, colon wall thickening and fat tissue or visceral
adhesions to the colon were assessed (Fig. 5a-d). Both
the TNBS and PBS groups showed a significantly higher
macroscopic damage score compared with the control
group (6.5 ± 2.5, p < 0.001; 6.1 ± 2.7, p < 0.01; 2.2 ± 1.0,
respectively). This total score and all the evaluated subi-
tems were lower in the ASC group than in the PBS and Fig. 2 hASC improves weight evolution. Colitis induces weight loss. a Body weight was measured daily. Faster improvement was seen
in ASC group, being significantly different on days 5, 9, 10 and
11. *p < 0.05. b Frequency of weight recovery by treatment group. 60% of animals treated with ASC recovered weight vs. 38.9% in
PBS group and 27.3% in TNBS group (p = n.s.). ASCs adipose-derived
mesenchymal stem cells, PBS phosphate-buffered saline, TNBS
trinitrobenzenesulfonic acid Page 7 of 13 Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 a
b
c
d
e
Fig. 3 Endoscopic evaluation of the colitis. TNBS induced distal
colitis characterized by erythema, edema, loss of vascular pattern
and ulceration. This is still evident after 11 days of the onset of the
disease. a-b Endoscopic evolution of a PBS-treated rat at day 1 and
11. c-d Endoscopic evolution of an ASC-treated rat at day 1 and 11. e Evolution of the endoscopic score over time per treatment group. The endoscopic score at baseline was not different between groups. As expected this score improved between day 1 and 11 in both
groups. The change in ASC group was greater than in the PBS group
(−6.6 ± 2.9 vs. −3.5 ± 5 points, p = 0.011). Score at day 11 did not
achieve significant difference between groups p = 0.052. **p < 0.01,
***p < 0.001. ASCs adipose-derived mesenchymal stem cells, PBS
phosphate-buffered saline, TNBS trinitrobenzenesulfonic acid a
b
c
Fig. 4 Stenosis development is decreased with ASC treatment. a Endoscopic image from a PBS-treated rat with stenosis. b Macroscopic
aspect of the colon of the same rat. The stenosis is marked with a white
arrow. c Frequency of stenosis in the PBS and ASC groups. **p = 0.01. ASCs adipose-derived mesenchymal stem cells, PBS phosphate-buffered
saline, TNBS trinitrobenzenesulfonic acid a
b
c
Fig. Immunomodulatory effects mediated by ASCs Immunomodulatory effects mediated by ASCs
The possible immunomodulatory effect of the local in-
jection of ASCs into the colon submucosa was evaluated
at day 11 in mesenteric lymph nodes by measuring the
mRNA expression of Foxp3, a transcription factor
expressed by regulatory T lymphocytes, and of IL-10, an
anti-inflammatory cytokine produced by various cell
types. The macroscopic damage score correlated significantly
with weight change on the day of euthanasia, with a
Pearson correlation r = 0.78 (p < 0.001), and with the
endoscopic index on the same day (Pearson correlation
r = 0.80, p < 0.001) (Additional file 2: Figure S2). Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 Page 8 of 13 c
b
a
Fig. 6 Histologic evaluation. a Hematoxylin-eosin staining of a
control animal. b-c Sections made at the injection point of TNBS
colitis at 11 days (b). Animal treated with PBS injection, showing c
b
a
Fi
6 Hi
l
i
l
i
H
li
i
i i
f a
b
c
d
Healthy
TNBS +ASC
TNBS +PBS a
b
c
d
Healthy
TNBS +ASC
TNBS +PBS
e
f
Fig. 5 Macroscopic evaluation. Colitis is characterized by edema, loss
of vascular pattern and presence of adherences. a-d Macroscopic
aspect of the colon in a control rat (a), ASC-treated rat (b) and PBS-
treated rats with diverse severity grades (c and d). e Macroscopic
damage score after sacrifice per group. Higher scores represent
more severe damage. The score did not achieve statistical difference
between the ASC and PBS group. **p < 0.01 ***p < 0.001. f Colon
length in mm per group. Colon length decreases with inflammation,
the TNBS and PBS groups had significant shorter colons than the
healthy colon group and the ASC-treated group. The ASC group
shows recovery and is not different from the healthy control group. ***p < 0.001. ASCs adipose-derived mesenchymal stem cells, PBS
phosphate-buffered saline, TNBS trinitrobenzenesulfonic acid a b e e f f Fig. 5 Macroscopic evaluation. Colitis is characterized by edema, loss
of vascular pattern and presence of adherences. a-d Macroscopic
aspect of the colon in a control rat (a), ASC-treated rat (b) and PBS-
treated rats with diverse severity grades (c and d). e Macroscopic
damage score after sacrifice per group. Higher scores represent
more severe damage. The score did not achieve statistical difference
between the ASC and PBS group. **p < 0.01 ***p < 0.001. Immunomodulatory effects mediated by ASCs Although promising, MSC therapy has yet to address
several questions, such as optimal doses and administra-
tion routes, selection of patients and elucidation of
mechanisms of action, making animal models essential. g
Regarding administration route, it has been demon-
strated that ASCs have homing capabilities toward dam-
aged areas [51, 55]. While convenient, intravenous use
remains controversial due to concerns about lung en-
trapment that could lead to a reduced number of avail-
able cells and therefore reduced efficacy and potential
adverse events [19, 52, 54, 56]. Delivering the cells dir-
ectly into the damaged area would overcome this issue,
and intraperitoneal use has been used in animals, but
this approach is impractical in humans. Injecting cells
through endoscopy could offer advantages in experimental
studies and translational potential for future human use. The TNBS chemical-induced model of colitis is inex-
pensive, reproducible, easy to handle and widely used
[40, 41, 57]. Although human IBD is better represented
by knock-out mouse models, we chose the TNBS model
because it leads to distal colitis and can be used in rat
strains that can grow enough to make endoscopy a feas-
ible tool for evaluation and treatment. Therefore, even if
the use of a chemical model is a limitation of our study,
it is useful for the evaluation of the endoscopic adminis-
tration route and that efficacy data obtained with this
model is meaningful. Fig. 7 mRNA expression in MLN.ASC treatment has immunomodulatory
effects. Mesenteric lymphatic nodes were isolated and frozen in liquid
nitrogen. RNA was isolated and quantitative PCR was made for FoxP3
expression and IL-10. Standard 2-ΔΔCt method to quantitate expression
levels was used n = 4. a Foxp3 is significantly increased in ASC treated
rats (n = 4). b IL-10 expression did not reach significant difference. *p < 0.05. ASCs adipose-derived mesenchymal stem cells, IL-10,
interleukin-10, TNBS trinitrobenzenesulfonic acid Our data demonstrate that endoscopy in trained hands
is a simple and very effective tool for follow-up and
evaluation of colitic rats, with an excellent safety profile,
given we did not observe any case of perforation or sig-
nificant bleeding due to the injection, and no deaths
were attributed to the procedure. Moreover, there were
no significant differences in the evolution of the rats
with colitis without endoscopy (TNBS group) and the
group with endoscopy and PBS injection. Immunomodulatory effects mediated by ASCs f Colon
length in mm per group. Colon length decreases with inflammation,
the TNBS and PBS groups had significant shorter colons than the
healthy colon group and the ASC-treated group. The ASC group
shows recovery and is not different from the healthy control group. ***p < 0.001. ASCs adipose-derived mesenchymal stem cells, PBS
phosphate-buffered saline, TNBS trinitrobenzenesulfonic acid Fig. 6 Histologic evaluation. a Hematoxylin-eosin staining of a
control animal. b-c Sections made at the injection point of TNBS
colitis at 11 days (b). Animal treated with PBS injection, showing
mucosal ulceration * (c) TNBS colitis and ASC injection, showing, slight
crypt distortion persists, but no ulcers or active inflammation. Scale
bar 500 µm which was not statistically different from the control
group (p = 0.46) (Fig. 7a). Regarding IL-10 mRNA, the expression of IL-10 was
reduced in the TNBS colitic group (0.56 ± 0.2 times) com-
pared with the healthy control group (1.07 ± 0.4, p = 0.05),
whereas in the ASC-treated animals, IL-10 expression was
similar to the control group (1.05 ± 0.1, p = 0.71) (Fig. 7b). As shown in Fig. 7a, Foxp3 expression decreased dra-
matically in the untreated colitic rats, being three times
smaller in the TNBS group than in the control group (0. 33 ± 0.1 vs. 1.05 ± 0.3, respectively, p = 0.014). The ASC
group showed a recovered expression (1.27 ± 0.5 times), Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 Page 9 of 13 Page 9 of 13 Fig. 7 mRNA expression in MLN.ASC treatment has immunomodulatory
effects. Mesenteric lymphatic nodes were isolated and frozen in liquid
nitrogen. RNA was isolated and quantitative PCR was made for FoxP3
expression and IL-10. Standard 2-ΔΔCt method to quantitate expression
levels was used n = 4. a Foxp3 is significantly increased in ASC treated
rats (n = 4). b IL-10 expression did not reach significant difference. *p < 0.05. ASCs adipose-derived mesenchymal stem cells, IL-10,
interleukin-10, TNBS trinitrobenzenesulfonic acid against commensals. In this setting, MSC treatment could
help restore this balance due to its diverse immunomodula-
tory properties, promoting both differentiation of lympho-
cytes and mononuclear cells toward tolerant phenotypes
and suppression of activated lymphocytes [6]. Several
studies have tried stem cell therapy in colitic animals with
both BM-MSCs and ASCs [13–15, 19, 36, 50–54]. Immunomodulatory effects mediated by ASCs This safety
profile is one of the main advantages of the technique,
allowing in vivo repeated assessment of the severity and
evolution of the disease, and also reducing the number
of animals needed. Discussion In the present study, we hypothesized that local adminis-
tration by endoscopy of ASCs in the submucosa of coli-
tic rats could be an optimal route of administration to
increase the bioavailability of ASCs in the damaged areas
of the colon and reduce the severity of the disease. Therefore, we evaluated the feasibility, safety and effi-
cacy of endoscopic ASC administration in an experimen-
tal colitis model, as well as the utility of endoscopy to
follow the course of the disease in rats. Our results support endoscopy as a useful administra-
tion route for ASC treatment for colitis and its utility for
assessing treatment efficacy and severity of the disease
in an animal model. We also demonstrate that submuco-
sal injection of human ASCs ameliorates the course of
TNBS colitis in immunocompetent rats. While it has been used for carcinogenesis [43, 58–63]
and colitis [19, 42, 44, 64] evaluation, these studies are
heterogeneous in aims, endoscopes and scoring systems. Although lacking a formal validation, the endoscopic
score developed for this study showed a significant cor-
relation with body weight changes, macroscopic damage
and colon length, which are commonly used variables in IBD pathogenesis is complex and involves multiple
mechanisms. One of the most significant is the disba-
lance
between
pathogen
recognition
and
tolerance Page 10 of 13 Page 10 of 13 Page 10 of 13 Martín Arranz et al. Stem Cell Research & Therapy (2018) 9:95 experimental
colitis. Further
studies
will
determine
which is the best score for colitis evaluation in murine
models. human ASCs are sufficiently well tolerated in this proof-
of-concept model. This immunoprivileged status is prob-
ably due to a lack of MHC molecules, as has been shown
in other recent studies [13–15]. ASC administration demonstrated improvement in
weight recovery, in colon length and in the endoscopic
damage score. In addition, the macroscopic damage ob-
served after euthanasia was numerically smaller in the
treated group, although it did not reach statistical signifi-
cance. These are among the main variables commonly
used in colitic animals, thus supporting the ameliorating
effect of the cells, and confirming the results of previous
studies [13–15, 19, 36]. Although these studies differ in
protocol, severity of the colitis, animal strains, cell type,
dose and administration routes, all suggest a beneficial
effect of ASC treatment in murine chemical-induced
colitis models. Conclusions In conclusion, our study provides evidence that endos-
copy is a safe and reliable method to administer cell
therapy into the colon and to follow up colitis murine
models. ASC treatment ameliorates the course of TNBS
colitis and prevents stenosis development. Funding
h
k This work was partially supported by a grant of the Instituto de Salud Carlos
III to FdM (PI10/0317). Availability of data and materials All data generated or analyzed during this study are included in this
published article (and its supplementary information file). Acknowledgements The authors would like to thank Jesus Diez for his statistical support, Dr. Carlota Largo Aramburu for her veterinary support and the Hospital
Universitario La Paz Inflamatory Bowel Disease Unit and Cell Therapy
Laborathory members for their help and support for the study. Discussion If our results are confirmed there would be transla-
tional potential, in humans, endoscopic injection could
be a simple, well-tolerated route of delivering cells directly
into the damaged area, through a technique routinely used
in patients with IBD for both diagnostic and therapeutic
purposes [66], including pharmacological local injection
treatment [67–69]. Cell-based therapies are currently be-
ing tested in different phases in humans, reporting efficacy
of intravenous infusion with various doses and regimens
of BM-MSCs, both autologous and allogeneic [32–34]. Other studies have focused on local treatment for fistu-
lizing disease, showing improved healing with BM-
MSCs [70] or ASCs [29–31, 35, 70]. One of the main results of our study was the decrease
in stenosis development; even though the experiment
was not designed for this purpose, the difference be-
tween the ASC and the vehicle group is remarkable. Whereas in the PBS group stenosis developed in 41% of
the animals, in the ASC group this occurred in 4.8%. This is an observation that, in our opinion, deserves fur-
ther studies to elucidate whether ASCs are able to pre-
vent stenosis development in other models and if they
can also help to reverse established stenosis. Additional files A limitation of our study is the lack of histological
scoring; in our hands, microscopic changes in inflamma-
tion and healing were inconsistent. Additional file 1: Figure S1. Endoscopic score correlation with weight
change at day 1 (A) and 11 (B). (PPTX 2289 kb) Additional file 1: Figure S1. Endoscopic score correlation with weight
change at day 1 (A) and 11 (B). (PPTX 2289 kb) Additional file 2: Figure S2. The macroscopic damage score correlates
with weight change (A) and with endoscopic score (B). (PPTX 2254 kb) We were able to detect the ASCs in colon submucosa
using anti-human mitochondrial antibodies 24 h after
injection, proving the correct location of the cells after
the endoscopic administration. In agreement with previ-
ous studies reporting a short persistence of the cells in
vivo, ASCs were not detected after 11 days. The fate of the
ASCs in vivo remains largely unknown to date [65]. Additional file 3: Figure S3. The endoscopic score correlation with the
colon length 2. (PPTX 37 kb) Abbreviations APCs: Antigen-presenting cells; ASCs: Adipose-derived mesenchymal stem
cells; BM-MSCs: Bone marrow mesenchymal stem cells; CD: Crohn’s disease;
FBS: Fetal bovine serum; IBD: Inflammatory bowel disease; IL: Interleukin;
INF: Interferon; MHC: Major histocompatibility complex; MLN: Mesenteric
lymph nodes; MSCs: Mesenchymal stem cells; PBS: Phosphate-buffered saline;
RT: Room temperature; TBST: Tris-buffered saline with Tween 20;
TNBS: Trinitrobenzenesulfonic acid; UC: Ulcerative colitis g y
In order to determine whether the endoscopic admin-
istration of ASCs resulted in immunomodulatory effects
in the colitic rats, we determined the levels of the anti-
inflammatory cytokine IL-10 and the transcription factor
Foxp3, characteristic of regulatory T cells. Our results
show that IL-10 and Foxp3 levels in MLN of ASC-
treated rats were elevated, supporting the notion that
ASCs administered endoscopically have an immuno-
modulatory mechanism of action, similar to what has
been previously described for MSCs using other routes
of administration [13–18]. Nevertheless, we did not
investigate in detail the mechanisms underlying the ef-
ficacy of ASCs and, therefore, further studies are
needed to better understand the mechanism of action
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treatment of fistulising Crohn's disease. Gut. 2011;60(6):788–98. https://doi. org/10.1136/gut.2010.214841. References • We accept pre-submission inquiries
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https://figshare.com/articles/journal_contribution/Supplementary_Table_1_from_Radiation_Survivors_Understanding_and_Exploiting_the_Phenotype_following_Fractionated_Radiation_Therapy/22517167/1/files/39979759.pdf
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Radiation Survivors: Understanding and Exploiting the Phenotype following Fractionated Radiation Therapy
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Gy x1
SD)
G
Sym
0.05)
8.83
IFI27
5.20
BST
4.86
IFIT
3.89
IFIT
3.53
OAS
3.46
CXC
3.13
RSA
3.07
IFIT2
3.02
HSH
2.93
IFIT3
0.05)
0.04
FUT
0.04
DHO
0.04
CD3
0.04
DFF
0.04
CLU
0.04
C19
0.04
DUS
0.03
MCM
0.03
CAM
0.03
CDC
regulated an
diation (eith
ble. .* No ge PC3
DU145*
0Gy x1
(SD)
Gene
Symbol
1Gy x 10
(MF)
Gene
Symbol
10Gy x1
(SD)
Gene
Symbol
1Gy x 10
(MF)
Gene
Symbol
10Gy x1
(SD)
<0.05)
8.83
IFI27
34.33
FCGBP
6.96
MMP1
5.45
CFB
3.91
5.20
BST2
22.15
BMP3
3.76
C12orf39
4.90
OASL
3.64
4.86
IFITM1
17.81
TTN
3.60
SUNC1
3.26
SLPI
3.36
3.89
IFIT1
12.37
KRT20
3.58
ATF3
3.24
APOBEC3G
3.19
3.53
OASL
11.73
OASL
3.09
MAMDC2
2.67
TXNIP
2.98
3.46
CXCL11
11.36
KCNK15
2.88
KLRG2
2.57
LCN2
2.94
3.13
RSAD2
10.28
MUC2
2.83
SNAI2
2.57
AZU1
2.79
3.07
IFIT2
8.93
IFITM1
2.75
IFI44
2.53
ATF3
2.75
3.02
HSH2D
8.32
ABCA1
2.64
FST
2.51
IFIT3
2.56
2.93
IFIT3
7.96
GINS2
0.59
HRK
2.51
IFIT1
2.54
<0.05)
0.04
FUT10
0.50
CHN1
0.57
NA
NA
MCM3
0.61
0.04
DHODH
0.49
HIST1H1E
0.52
NA
NA
WDR76
0.58
0.04
CD302
0.49
HIST1H3B
0.51
NA
NA
MCM6
0.54
0.04
DFFB
0.48
E2F2
0.49
NA
NA
HIST1H4L
0.51
0.04
CLUL1
0.46
HIST1H1D
0.49
NA
NA
HIST1H4D
0.51
0.04
C19orf51
0.46
CD274
0.48
NA
NA
GINS2
0.49
0.04
DUSP2
0.46
MCM6
0.46
NA
NA
UNG
0.48
0.03
MCM3
0.45
WDR76
0.46
NA
NA
HIST1H1E
0.36
0.03
CAMKV
0.40
HIST1H4D
0.32
NA
NA
0.03
CDCA7
0.32
HIST1H4L
0.31
NA
NA
regulated and downregulated genes 24h after radiation. Figures highlights top microarray changes in
adiation (either fractionated or single dose). Upregulated genes are in bold and downregulated genes are
able. .* No genes were significantly downregulated in DU145 after fractionated radiation. PC3
DU145*
0Gy x1
(SD)
Gene
Symbol
1Gy x 10
(MF)
Gene
Symbol
10Gy x1
(SD)
Gene
Symbol
1Gy x 10
(MF)
Gene
Symbol
10Gy x1
(SD)
<0.05)
8.83
IFI27
34.33
FCGBP
6.96
MMP1
5.45
CFB
3.91
5.20
BST2
22.15
BMP3
3.76
C12orf39
4.90
OASL
3.64
4.86
IFITM1
17.81
TTN
3.60
SUNC1
3.26
SLPI
3.36
3.89
IFIT1
12.37
KRT20
3.58
ATF3
3.24
APOBEC3G
3.19
3.53
OASL
11.73
OASL
3.09
MAMDC2
2.67
TXNIP
2.98
3.46
CXCL11
11.36
KCNK15
2.88
KLRG2
2.57
LCN2
2.94
3.13
RSAD2
10.28
MUC2
2.83
SNAI2
2.57
AZU1
2.79
3.07
IFIT2
8.93
IFITM1
2.75
IFI44
2.53
ATF3
2.75
3.02
HSH2D
8.32
ABCA1
2.64
FST
2.51
IFIT3
2.56
2.93
IFIT3
7.96
GINS2
0.59
HRK
2.51
IFIT1
2.54
<0.05)
0.04
FUT10
0.50
CHN1
0.57
NA
NA
MCM3
0.61
0.04
DHODH
0.49
HIST1H1E
0.52
NA
NA
WDR76
0.58
0.04
CD302
0.49
HIST1H3B
0.51
NA
NA
MCM6
0.54
0.04
DFFB
0.48
E2F2
0.49
NA
NA
HIST1H4L
0.51
0.04
CLUL1
0.46
HIST1H1D
0.49
NA
NA
HIST1H4D
0.51
0.04
C19orf51
0.46
CD274
0.48
NA
NA
GINS2
0.49
0.04
DUSP2
0.46
MCM6
0.46
NA
NA
UNG
0.48
0.03
MCM3
0.45
WDR76
0.46
NA
NA
HIST1H1E
0.36
0.03
CAMKV
0.40
HIST1H4D
0.32
NA
NA
0.03
CDCA7
0.32
HIST1H4L
0.31
NA
NA
regulated and downregulated genes 24h after radiation. Figures highlights top microarray changes in
adiation (either fractionated or single dose). Upregulated genes are in bold and downregulated genes are
able. .* No genes were significantly downregulated in DU145 after fractionated radiation. 51
49 91
64 *
Gen
Symb
B
ASL
PI
OBE
NIP
N2
U1
F3
T3 0Gy x1
(SD)
Ge
Sym
<0.05)
8.83
IFI27
5.20
BST2
4.86
IFITM
3.89
IFIT1
3.53
OAS
3.46
CXC
3.13
RSA
3.07
IFIT2
3.02
HSH
2.93
IFIT3
<0.05)
0.04
FUT
0.04
DHO
0.04
CD3
0.04
DFFB
0.04
CLU
0.04
C19o
0.04
DUS
0.03
MCM
0.03
CAM
0.03
CDC
regulated an
diation (eith
ble. .* No ge
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Increasing Impacts of Summer Extreme Precipitation and Heatwaves in Eastern China
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Research Square (Research Square)
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cc-by
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Increasing Impacts of Summer Extreme
Precipitation and Heatwaves in Eastern China
Yulong Yao
State Key Laboratory of Tropical Oceanography South China Sea Institute of Oceanology Chinese
Academy of Sciences
Wei Zhang
(
wz19@princeton.edu
)
Princeton University
https://orcid.org/0000-0001-7179-5697
Ben Kirtman
University of Miami Rosenstiel School of Marine and Atmospheric Science
Research Article
Keywords: Extreme Precipitation, Heatwaves, Eastern China, CMIP6, Climate Projection, SSP Scenarios
Posted Date: October 10th, 2022
DOI: https://doi.org/10.21203/rs.3.rs-2114246/v1
License:
This work is licensed under a Creative Commons Attribution 4.0 International
License.
Read Full License
Version of Record: A version of this preprint was published at Climatic Change on September 19th, 202
See the published version at https://doi.org/10.1007/s10584-023-03610-4. Increasing Impacts of Summer Extreme
Precipitation and Heatwaves in Eastern China
Yulong Yao
State Key Laboratory of Tropical Oceanography South China Sea Institute of Oceanology Chinese
Academy of Sciences
Wei Zhang
(
wz19@princeton.edu
)
Princeton University
https://orcid.org/0000-0001-7179-5697
Ben Kirtman
University of Miami Rosenstiel School of Marine and Atmospheric Science
Research Article
Keywords: Extreme Precipitation, Heatwaves, Eastern China, CMIP6, Climate Projection, SSP Scenarios
Posted Date: October 10th, 2022
DOI: https://doi.org/10.21203/rs.3.rs-2114246/v1
License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. Read Full License
Version of Record: A version of this preprint was published at Climatic Change on September 19th, 202
See the published version at https://doi.org/10.1007/s10584-023-03610-4. Version of Record: A version of this preprint was published at Climatic Change on September 19th, 2023.
See the published version at https://doi.org/10.1007/s10584-023-03610-4. Abstract Observational and modeling analysis suggests an increased frequency of heatwaves and extreme
precipitation in an anthropogenically warmed climate. However, the accurate link between extreme
precipitation events (EPEs) and heatwaves (HWs), and changes in these extremes and associated socio-
economic impacts in eastern China have not been fully resolved. This study examines historical and
future changes of summer EPEs and HWs in eastern China based on observations, reanalysis, and model
outputs from the Coupled Model Intercomparison Project Phase 6. The results show that EPEs and HWs
in eastern China have increased in the past four decades and are projected to rise in the future. The
Yangtze River Basin and its southern regions will be confronted with the compound disaster of HWs and
EPEs in the future projections. High values of the annual mean total person-times (estimated as
population density multiplied by event frequency) affected by EPEs and HWs are observed in the North
China Plain, Yangtze River Delta, Sichuan Basin, and southeast coast. The total person-times affected by
EPEs show a slightly decreasing trend under both scenarios. However, the total person-times affected by
HWs under Shared Socioeconomic Pathway (SSP) 245 scenario maximize at around 4.0 billion, lower
than the peak person-times (about 5.0 billion) under SSP585 scenario. We further investigate the linkage
of such extreme events with sea surface temperature and western North Pacific subtropical high
anomalies. The correlations between the mean-state and extreme precipitation and maximum
temperature anomalies both shifted from negative in the historical period to positive under future
projections. Research Article Version of Record: A version of this preprint was published at Climatic Change on September 19th, 2023. See the published version at https://doi.org/10.1007/s10584-023-03610-4. Page 1/25 Page 1/25 Page 1/25 1. Introduction Previous studies have highlighted the significant impacts of large-scale
atmospheric circulation (i.e., high-pressure anticyclones) and sea surface temperature (SST) on HWs (Wu
and Wang, 2015, Wang et al. 2017, Rodrigues et al. 2019, Zheng and Wang, 2019, Xu et al. 2020). Moreover, the physical mechanisms dominating the variations and changes of EPEs and HWs in China
have not been fully resolved. Previous studies have highlighted the significant impacts of large-scale
atmospheric circulation (i.e., high-pressure anticyclones) and sea surface temperature (SST) on HWs (Wu
and Wang, 2015, Wang et al. 2017, Rodrigues et al. 2019, Zheng and Wang, 2019, Xu et al. 2020). Summer EPEs in eastern China is primarily driven by the East Asian summer monsoon and western
Pacific subtropical high (Zhou and Yu 2005, Zhu et al. 2011). Tropical cyclones (TCs) have also been
reported to significantly influence summer precipitation in both eastern and southern China (Wu et al. 2007, Y. Ma et al. 2017). Nevertheless, till today, the knowledge of physics behind the EPEs and HWs
remains limited. For example, the dominated SST mode affects the EPEs and HWs at a given study area
remains ambiguous. Therefore, it is of great scientific interest to investigate the different influential
factors of EPEs and HWs in eastern China. China as the most populated country in the world has experienced an increase in the frequency of HWs
and EPEs during the past several decades (Sun and Ao 2013, Ma et al. 2015, Luo and Lau 2017, S. Ma et
al. 2017, Ning et al. 2022). In 2022, China issued the first national red alert for extreme drought and
heatwaves, with the maximum 2-m air temperature above 40 °C (104 °F) over a period of 48 hours or
more in eastern China. Eastern China, in particular, features several megacities and accounts for over 70%
of the national population, thus, its role in the socioeconomic development of China is unshakable (Zhu
et al. 2011, Zhang et al. 2015). However, the economy and society of Eastern China are remarkably
vulnerable to summer HWs and EPEs (Sun et al. 2014, Chen et al. 2017, Zhang et al. 2017, Zhang and
Zhou 2020). The recent frequent occurrence of extreme temperature and precipitation inevitably raises
questions regarding the effects of anthropogenic climate change on the intensity and frequency of HWs
and EPEs in Eastern China under different scenarios of greenhouse gases emission. 1. Introduction Global-scale warming has been unequivocal over the past century and the global mean surface
temperature is projected to increase by 1.1 to 5.4 ℃ in 2100 depending on different scenarios of
greenhouse gases emissions (IPCC, 2014). Within an anthropogenically warming climate, extreme
weather and climate events have been shown to occur more frequently and intensely (Coumou and
Rahmstorf 2012, Dosio et al. 2018). Many previous studies suggest an increasing trend in extreme
temperature, flood, and tropical cyclones over the past several decades, profoundly impacting the global
ecosystem and socio-economic sectors (Emanuel 2005, Hansen et al. 2012, Perkins et al. 2012, Westra et
al. 2013, Fischer and Knutti 2015, Donat et al. 2016). Heatwaves (HWs) and extreme precipitation events (EPEs) are among the most threatening acute
meteorological events, which have received considerable attention from policymakers, the scientific
community, and the general public (Stott et al. 2004, Lau and Nath 2012, Campbell et al. 2018, Wei Li et
al. 2018, Ning et al. 2022). Climate model simulation and projections have shown an increasing
frequency of EPEs and HWs as the Earth’s climate becomes warmer (O'Gorman and Schneider 2009,
Fischer et al. 2013, Bao et al. 2017, Z. Li et al. 2019, Raghavendra et al. 2019). Extreme precipitation is
more likely to occur in warmer seasons, as the saturation water vapor pressure increases by roughly 7%/
℃ based on the Clausius–Clapeyron relation (Boer 1993, Trenberth et al. 2003, Held and Soden 2006). Allan and Soden (2008) addressed the changes of extreme precipitation in a warmed climate and Page 2/25 Page 2/25 concluded that wet regions become wetter and dry regions become drier. To the best of our knowledge,
however, little research has been focused on understanding the relationship between HWs and EPEs
within the context of global warming. Will HWs and EPEs occur simultaneously and exert a double threat
on social and economic development? concluded that wet regions become wetter and dry regions become drier. To the best of our knowledge,
however, little research has been focused on understanding the relationship between HWs and EPEs
within the context of global warming. Will HWs and EPEs occur simultaneously and exert a double threat
on social and economic development? Moreover, the physical mechanisms dominating the variations and changes of EPEs and HWs in China
have not been fully resolved. 2.2.1 Observational and reanalysis data The observational and reanalysis data used in this study are summarized in Table S1. The daily 2-m
maximum surface air temperature (Tasmax) and precipitation (Pr) were obtained from the China Daily
Surface Temperature/Precipitation Dataset (V2.0) at China Meteorological Data Service Center (CMDC)
based on 2,472 meteorological stations in China (Chen et al. 2017). The daily satellite SST data were
obtained from the National Oceanic and Atmospheric Administration (NOAA) Optimum Interpolation Sea
Surface Temperature (OISST) High Resolution Dataset Version 2.1 (Huang et al. 2021). The monthly 500-
hPa and 850-hPa geopotential height (hereafter referred to as Z500 and Z850, respectively) were
extracted from the fifth-generation atmospheric analysis (ERA5) at the European Centre for Medium-
Range Weather Forecasts (ECMWF) (Hersbach et al. 2018). To evaluate the potential impacts of HWs (EPEs), we estimated the total person-times in eastern China
computed as the population density multiplied by the corresponding frequency of HWs (EPEs). The
historical population density data in China were obtained from the Data Center for Resources and
Environmental Sciences, Chinese Academy of Sciences (RESDC). This dataset includes historical
population density every five years from 1990 to 2015 on 1-km grids (Xu 2017). The downscaled annual
population data in China under different Shared Socioeconomic Pathways (SSPs) scenarios (1 km from
2010 to 2100) were applied following Y. Chen et al. (2020). 2. Materials and methods
2.2 Data sources 2.2 Data sources 1. Introduction Global climate
models are primary tools for investigating possible future changes in climate extremes (Jiang et al. 2015,
Y. Li et al. 2019, Wang et al. 2019, Zhang et al. 2022). The Coupled Model Intercomparison Project Phase
6 (CMIP6) incorporates the most complete scientific experiments and the greatest amount of simulation
data of the past 20 years (Eyring et al. 2016, Simpkins 2017). However, the commonality and difference
between summer HWs and EPEs in the current and future have not yet been fully addressed by CMIP6. In this study, we focus on examining the spatiotemporal variation characteristics and projections of HWs
and EPEs in eastern China during extended summer (June–September) based on historical data and
CMIP6 models. The potential impacts of HWs and EPEs are evaluated on the population in eastern China
from the present to the future. Finally, we investigate the potential drives of summer HWs and EPEs and
establish the relationship between such events. Scientific answers to these questions can provide a
comprehensive picture of the changes in and impact of HWs and EPEs in eastern China, allowing for the
development of future response strategies and early-warning systems for extreme climate hazards. Page 3/25 Page 3/25 2.3.1 Definition of heatwave Either absolute or relative thresholds can be used to define HWs. A fixed t
temperature of 35 °C is commonly used to define an HW event in China (T
quantify the differences in regional climatology, a relative threshold (i.e., d
adopted in this study. For each calendar day, an HW event is identified if T
percentile threshold for at least three consecutive days based on the 1979
(Hobday et al. 2016, Chen et al. 2017, Freychet et al. 2017). The climatolo
from data within an 11-day window centered on each calendar day and th
moving average. This seasonally varying threshold allows heatwave even
year (Hobday et al. 2016). Following several previous studies (Wang et al
apply four metrics to represent HW characteristics, including the number
number of heatwave days (HWT), average heatwave duration (HWDU), an
(HWI). The details of their definition are listed in Table S4. Either absolute or relative thresholds can be used to define HWs. A fixed threshold of a daily maximum
temperature of 35 °C is commonly used to define an HW event in China (Tan et al. 2010). To better
quantify the differences in regional climatology, a relative threshold (i.e., defined by percentile) for HWs is
adopted in this study. For each calendar day, an HW event is identified if Tasmax exceeded the 95th
percentile threshold for at least three consecutive days based on the 1979–2019 climatology period
(Hobday et al. 2016, Chen et al. 2017, Freychet et al. 2017). The climatological threshold is calculated
from data within an 11-day window centered on each calendar day and then applied with a 31-day
moving average. This seasonally varying threshold allows heatwave events to occur at any time of the
year (Hobday et al. 2016). Following several previous studies (Wang et al. 2017, Yao and Wang, 2021), we
apply four metrics to represent HW characteristics, including the number of heatwaves (HWN), the total
number of heatwave days (HWT), average heatwave duration (HWDU), and heatwave mean intensity
(HWI). The details of their definition are listed in Table S4. 2.2.2 Future data preparation and model evaluation The daily Tasmax and Pr outputs obtained from the CMIP6 models are used to assess the projected HWs
and EPEs during 2021–2100 (Eyring et al. 2016). We use the SSP scenarios with different radiative
forcing conditions (i.e., representative concentration pathway, hereafter RCP) to quantify future
projections up to 2100 based on CMIP6 models (O'Neill et al. 2016). To compare the simulation against
the observations and to analyze both a medium and a high emission pathway, we use only the models
that have outputs for the three simulations: historical, SSP245, and SSP585. SSP245 is considered a
“middle of the road” pathway, which combines intermediate population growth, emission, and challenges,
for both mitigation and adaptation, stabilizing at 4.5 W/m2 (RCP4.5). On the other hand, SSP585
describes a “fossil-fueled development” pathway, incorporating rapid population growth and high
emission, stabilizing at 8.5 W/m2 (RCP8.5) and resulting in high challenges for mitigation (Costa and
Rodrigues 2021). The simulations are bilinearly interpolated into a 0.5° × 0.5° common grid. All climate
model data are derived from the first realization (r1i1p1f1) to equally estimate each model. The multi-
model ensemble mean method with equal weight across models is used to reduce model uncertainty. To evaluate the agreement of the daily historical Tasmax and Pr from CMIP6 with observations during
the historical period, we use the Taylor diagrams to present the goodness of fit to observations by their Page 4/25 Page 4/25 correlation, centered root-mean-square difference (RMSD), and standard deviation (Taylor 2001). Fig. S1
displays the relative skills of Tasmax for 28 climate models (Table S2) and Pr for 32 climate models
(Table S3) for the extended summer (June–September). The performance in terms of Tasmax is typically
superior to that of Pr when comparing climate models based on historical data (1979–2014) during the
same observational period. To ensure the mutual exclusion of HWs and EPEs during the extended
summer, we did not select individual models with sufficiently high prediction performances of Tasmax
and Pr. Instead, based on the Tasmax variable, six climate models with high performance (RMSD and
standard deviation below 0.5, correlation exceeding 0.5) were selected, namely, EC-Earth3-Veg, GFDL-
ESM4, INM-CM4-8, MPI-ESM1-2-HR, MPI-ESM1-2-LR, and MRI-ESM2-0. Finally, INM-CM4-8 was excluded
after comparing the spatial patterns of extreme precipitation with the observation data set (Fig. S2 and
S3). The remaining five models were then used to detect future variability of HWs and EPEs in eastern
China. 3.1 Spatiotemporal characteristics of summer EPEs during 1979–2019 Large spatial variations exist in the mean frequency of EPEs and amount of extreme precipitation (AEP),
but as shown in Fig. 1, different spatial patterns of EPEs and AEP are identified. The regions with the
largest EPEs are apparent in the south of the Yangtze River Basin and its western part, with an average of
3–5 EPEs yr-1 in the past 41 summers (Fig. 1a). Meanwhile, the regions with large mean AEP appear in
the southeast coast, Yangtze River Basin, North China Plain, and the southern coast of Northeast Plain,
ranging from 60 to 110 mm (Fig. 1b). Notably, we find a correspondence of spatial patterns between
mean EPEs and precipitation, and the consistent structure between mean AEP and EPE thresholds (Fig. S4). High annual mean summer precipitation values (over 200 mm) are apparent in the South of the
Yangtze River Basin, the southeast coast, and the central and western parts of the Yangtze River Basin,
exhibiting a decreasing trend from southeast to northwest (Fig. S4a). The spatial distribution of the EPE
threshold is similar to that of AEP, with high values reaching 30–70 mm (Fig. S4b). Furthermore, the
spatial pattern of ratios between AEP and total precipitation shows consistency with that of the EPE
threshold, with high values (over 25%) apparent in the North China Plain, eastern of the Yangtze River
Basin, and southeast coast (Fig. S4c). In general, regions with more summer rainfall are prone to have
more EPEs, while regions with high values of AEP are apparent in the eastern coastal areas and the
Yangtze River Basin, and the percentage of AEP in total precipitation in these regions is also higher than
other regions. Moreover, the spatial pattern of the 1-day EPEs (total number) suggest consistency with mean frequency
of EPEs, with high values located in the south of the Yangtze River Basin and its western part, ranging
from 120 to 190 counts (Fig. 2c). Meanwhile, the trend in total 1-day EPEs is increased by 149.9±87.1
counts per decade over 1979–2019, indicating the impact of warming climate on regional precipitation. As shown in Fig. 2d, there is a remarkable interannual variation in time series of total 1-day EPEs. 2.3.2 Extreme precipitation event A threshold of 1 mm is typically used to distinguish between wet and dry days because extremely light
precipitation (< 1 mm) may be occasionally recorded as no precipitation (Guo et al. 2018, Wu et al. 2018). Similarly, to represent the regional characteristics of precipitation changes, the relative threshold
definition (the percentile-based method) is used to identify EPEs in this study (Huang et al. 2018, Wu et al. 2018). Following Gao et al. (2017) and Huang et al. (2018), we applied the 95th percentile to identify
extremely unusual precipitation events in this study. Therefore, for each grid point in eastern China, an
EPE was defined as the daily precipitation exceeding the 41-year average of the 95th percentile for the
summers from 1979 to 2019. The method for calculating the 95th percentile precipitation is described in
Bonsal et al. (2001). If the precipitation at each point exceeds this threshold, an EPE is considered to have
occurred. Further, if the precipitation for 1 day exceeds the threshold of a certain day, then namely a 1-day Page 5/25 EPE event. Besides, we utilize the Pearson’s correlation analysis and linear trend test to further analyze
the observations and model data. The significance level was calculated using the Mann-Kendall test. 3.3 HWs and EPEs in CMIP6 projection Based on CMIP6 model projection, we evaluate the spatiotemporal distribution of HWs and EPEs by 2100
under two SSP/RCP-based scenarios. The result shows high HWT and EPE frequencies in the Yangtze
River Basin and southern coastal regions. Under SSP245 scenario, HWT and frequency of EPEs reached
20–30 days and 3–6 counts, respectively, under SSP585 scenario, they reached 50–70 days and 5–6
counts, respectively (Fig. 4a, b). The southeastern coast shows relatively larger values of HWT and AEP
than other regions in eastern China. HWT (AEP) reached 20–30 days (40–45 mm) under SSP245
scenario and 50–70 days (40–50 mm) under SSP585 scenario (Fig. 4c, d), indicating that a higher rate of
population growth and radiative forcing conditions triggers more severe impacts on temperature and
precipitation extremes. In general, the spatial patterns of HWN are consistent with those of HWT under
SSP245 and SSP585 scenarios (Fig. 4). The regions with high HWN and EPE frequencies are identified in
the Yangtze River Basin and southern coastal regions under SSP245 scenario, reaching 3.5–4.5 counts
and 4–6 counts, respectively (Fig. 4e). Under SSP585 scenario, the regions with high value of HWN
expanded, but the frequency of EPEs shows negligible changes (Fig. 4f). In the southeast coast of China,
both HWN and AEP show relatively high values, reaching 3.5–4.5 counts and 40–45 mm under SSP245
scenario and 3.5–5.0 counts and 40–50 mm under SSP585 scenario (Fig. 4g, h). Yet, the differences
between SSP245 and SSP585 scenarios are trivial in terms of HWDU and HWI (Fig. S5). The enhanced number of future HWs is accompanied with a rapid increase of HWT, and the high-value
areas are extended to the northwestern and northeastern parts of the study area from SSP245 to SSP585
scenarios. Specifically, the high values of multi-year mean HWT range from 8 to 13 days over 1979–2019
(Fig. 3), which is projected to increase to 20–30 days and 50–70 days under SSP245 and SSP585
scenarios (Fig. 4). This indicates that the HWT increases from the semi-moon scale in the historical
period to the near-month scale under SSP245 scenario and the bimonthly scale under SSP585 scenario. It
is interesting to find that compared to the changes in the HW characteristics, there are limited changes in
the frequency of EPEs and AEP from SSP245 to SSP585 scenarios. 3.2 Spatiotemporal characteristics of summer HWs during 1979–2019 The high-value HWT areas are detected over the Yangtze River Basin and its northern regions, especially
in the Yangtze River Delta and Sichuan Basin, where the corresponding HW duration ranges from 8 to 13
days (Fig. 3a). The high-value HWDU areas are relatively scattered, but mainly appear around the Yangtze
River Basin, and the corresponding HW duration is 5–7 days/count (Fig. 3b). The HWN spatial pattern is
similar to that of HWT, but the high values also appear in the Northeast Plain (Fig. 3c). The HWI spatial
pattern shows an increasing trend from south to north, reaching a maximum of 7–10 ℃/count in Page 6/25 northeastern China (Fig. 3d). Notably, high-value HWT and HWDU regions are both found in the Yangtze
River Dealt, where is one of the most developed economies and densest population areas in China. northeastern China (Fig. 3d). Notably, high-value HWT and HWDU regions are both found in the Yangtze
River Dealt, where is one of the most developed economies and densest population areas in China. Additionally, increasing trends are observed in the regional averaged HW metrics (Fig. 3). Both HWT and
HWN metrics exhibit rapid increases over 1979–2019, reaching 0.69±0.22 days per decade and
0.12±0.03 counts per decade, respectively (Fig. 3e, g, p < 0.01). The trends in HWDU and HWI are
0.19±0.08 days/count per decade and 0.18±0.08 ℃/count per decade over 1979–2019, respectively (Fig. 3f, h, p < 0.1). We note that the spatial patterns and temporal variations of both HWT and HWN are very
similar. Since HWT is equal to HWN multiplied by HWDU, HWT is mainly affected by HWN (Fig. 3). Furthermore, summer HWs in eastern China has strong interannual variations and severe HWs that
usually occur during major El Niño years (e.g., 1982/83, 1997/98, 2009/10). 3.4 Potential socioeconomic impact estimates The person-times describe the potential socioeconomic impacts from extreme event exposure with
respect to population. Fig. 5 shows the spatial distributions of the annual mean person-times affected by
EPEs and HWs. Consistent spatial patterns are detected for EPEs and HWs in eastern China, with high
person-times in high-density population areas, such as the North China Plain, Yangtze River Delta,
Sichuan Basin, and southeast coast. Time series of the total person-times affected by EPEs and HWs
exhibit a significantly rising trends, showing a growth rate of 11.3 million per decade for EPEs and 21.6
million per decade for HWs (p < 0.01). The person-times affected by EPEs is generally higher than that
affected by HWs in eastern China, while the increase rate of person-times of HWs is nearly 2-fold than
EPEs. Figure S6 shows the future changes in total person-times affected by EPEs and HWs in Eastern China
under SSP245 and SSP585 scenarios from 2021 to 2100. The total person-times affected by EPEs range
between 3.5 and 4.5 billion in eastern China, showing a slightly decreasing trend under both scenarios
(Figs. S6a and S6c). The total person-times affected by HWs under SSP585 scenario show a linear
increasing trend, peak at around 2065, and then decline by the end of 21st century (Fig. S6d). Compared
with the SSP585 scenario, we detect a lagged peak year at around 2080 for person-times with the
SSP245 scenarios (Fig. S6b). We note that the total person-times affected by HWs under SSP245
scenario maximize at around 4.0 billion, lower than the peak person-times (about 5.0 billion) under
SSP585 scenario. Considering the total population projection curves will diverge after 2040 between two
future projections (green and blue lines in Fig. S6e), the potential socioeconomic impacts (as suggested
by total person-times) in eastern China from EPEs and HWs under the SSP585 scenario is more severe
than that under the SSP245 scenario. 3.3 HWs and EPEs in CMIP6 projection It is worth noting that summer HWs
and EPEs pose a dual threat to the Yangtze River Basin and its southern region, which has the highest risk
of natural disasters in the future. Page 7/25 Page 7/25 4.1 Increased HWs and EPEs in a warming climate Our results in HWs are consistent with several previous studies that eastern China has experienced
frequent HWs in recent decades, and such HWs are expected to increase in frequency, severity, and
duration (Guo et al. 2017, Wang et al. 2017, Dosio et al. 2018, Z. Li et al. 2019, Ning et al. 2022). The
number of EPEs significantly increases in eastern China and is projected to continue to rise by 2100
(Wang and Zhou, 2005, Feng et al. 2011, Liu et al. 2015, Zhang et al. 2017, Dong et al. 2020). Specifically
we find that the frequency of EPEs shows upward trends with 0.09±0.01 counts per decade and
0.21±0.01 counts per decade under SSP245 and SSP585 scenarios, the trends of HWN also increased
from 0.31±0.01 counts per decade under SSP245 to 0.50±0.02 counts per decade under SSP585 (p <
0.01, Fig. 6a, c). The increase in the atmospheric water-holding capacity associated with a temperature increase (the
Clausius–Clapeyron relation) considerably influences the changes in extreme precipitation intensity at a Page 8/25 rate of ~7%/℃ under warmer climates (Pall et al. 2007, Allan and Soden 2008, Utsumi et al. 2011). The
increase in AEP and HWT reaches 0.14±0.03 mm per decade and 2.61±0.10 days per decade under the
SSP245 scenario, under SSP585 scenario, the frequency of AEP and HWT rises at a rate of
0.37±0.03 mm per decade and 7.77±0.21 days per decade (p < 0.01, Fig. 6b, d). Notably, the trends of
HWT and AEP under the SSP585 are 3.0-fold and 2.6-fold higher than those of SSP245, respectively. While the trends of HWN and EPE under the SSP585 are 1.6-fold and 2.3-fold higher than those of
SSP245, respectively. This suggests that the intensity of HWs and EPEs changes faster than the
frequency. The HWs are becoming more frequent, longer lasting, and more intense in eastern China under global
warming background (Fig. S7). On the other hand, global warming will alter atmospheric circulation and
evaporation in some regions, providing a richer source of water for precipitation (IPCC 2018). The synergy
of these two factors increases the probability of EPEs in humid regions (Allan and Soden 2008) (Fig. S8). Summer Tasmax anomalies in eastern China are shown to increase by to 1 ℃ in 2020 and are projected
to be 2.5 ℃ and 4.8 ℃ warmer under SSP245 and SSP585 scenarios than the period of 1850-1900 (Fig. S9). 4.1 Increased HWs and EPEs in a warming climate Consequently, the Yangtze River Basin and its southern regions will face the combined disasters of
HWs and EPEs in summer in the future projections, becoming a regional climate change hotspot. 4.2 Underlying mechanisms and connections between HWs and EPEs Anthropogenic factors contributes to the rising occurrence of heavy precipitation and high-temperature
extremes globally (Fischer and Knutti 2015, Dosio et al. 2018). The rapid increase in the risk of summer
HWs and EPEs in easter China can also be partially attributed to global warming (Sun et al. 2014, Liu et
al. 2015, Freychet et al. 2017). Furthermore, SST anomaly (SSTA) plays an important role in modulating
HWs and EPEs in China (Zhu et al. 2011, Wang et al. 2017, Wei et al. 2020). When the SSTAs in the Indian
Ocean and Tropical North Atlantic are positive, they contribute to the positive rainfall anomalies in South
China and the southeast coast (Fig. 7c, d). The long-term climate variations in China in summer may be
related to the warming trend of SST in the Indian Ocean (Hu et al. 2003) and teleconnections from the
North Atlantic (Shang et al. 2020). Previous studies have shown that summer precipitation over central
eastern and southern China are attributed to the warming trend of the ENSO-like SSTAs in the tropical
Pacific, Indian Ocean, and North Atlantic, which will trigger anomalous anticyclonic circulation over
Philippine Sea (Yang and Lau, 2004, Weijing Li et al. 2018, J. Liu et al. 2019). When the SSTAs in the west Pacific, Tropical North Atlantic, and the Indian Ocean are positive, they can
cause widespread warming in eastern China (Fig. 7e, g, h). The summer three-ocean SSTAs have a
greater influence on Tasmax than on precipitation in eastern China, but the influences have significant
variations from region to region. For example, the influence of Indian Ocean SST on precipitation and
maximum temperature in eastern China is opposite (Fig. 7c, g). Notably, the west Pacific and Niño 3.4
SST anomalies alone have little influence on the summer precipitation in eastern China (Fig. 7a, b, f),
which confirms that tropical Indian Ocean SST warming acts like a capacitor affecting summer climate ndian Ocean SST warming acts like a capacitor affecting summer climate Page 9/25 Page 9/25 Page 9/25 anomalies over the Indo-western Pacific and East Asia, and the three-ocean interactions through ocean-
atmosphere coupling can modulate climate variability (Xie et al. 2009, Cai et al. 2019, Wang 2019). Moreover, summer EPEs and HWs in eastern China are closely related to the strength and location of the
western North Pacific subtropical high (WNPSH), and their influences vary across space (Zhu et al. 4.2 Underlying mechanisms and connections between HWs and EPEs mean anomalous precipitation and Tasmax is negative in eastern China, while the regions with the
positive correlation area appear in the eastern coast of China under SSP245 scenario and expand rapidly
under SSP585 scenario (Fig. 8a, c, e). Climate models suggest that EPEs and HWs will become more
common in an anthropogenically warmed climate (IPCC, 2014). The correlations between the frequencies
of EPEs and HWs shifted from negative in the historical period to positive under future projections (Fig. 8b, d, f). These results reveal a distinct link between future rainfall and temperature, with increased EPEs
significantly associated with HWs during summer (Raghavendra et al. 2019). In addition, summer
precipitation and maximum temperature were negatively correlated, consistent with the argument that
warmer summers tend to be dryer, but this negative correlation is largely reduced in extreme cases. HWs are strongly linked to global warming, and previous studies have shown a significant increase in
global HW activity from present climate to future projections (Hu et al. 2003, Freychet et al. 2017, Dosio et
al. 2018, Perkins-Kirkpatrick and Lewis 2020). However, the compound disasters of HWs and EPEs in a
warming climate are rarely studied. In eastern China, as the correlations between the frequencies of EPEs
and HWs shifts from negative to positive in summer, this will lead to future loss of life and property and
enormous socioeconomic consequences. It further supports the urgent need for policymakers to take
action to curb greenhouse emissions. 4.2 Underlying mechanisms and connections between HWs and EPEs 2011,
Freychet et al. 2017, Zhang et al. 2017). Summer Tasmax and frequency of HWs have a higher
correlation with WNPSH than precipitation and frequency of EPEs (Fig. S10). The high value area of the
correlation coefficient between anomalous Tasmax and 500-hPa geopotential height (GPH) appeared in
the northern and eastern coasts of China, reaching above 0.6 (p < 0.05), the correlation coefficient
between the anomalous frequency of HWs and GPH was mainly range from 0.4 to 0.6 (p < 0.05), and the
spatial distribution of high value areas is scattered (Fig. S10 c, d). Notably, the intensification of the
WNPSH is favorable for more summer HWs in eastern China under present climate, and more monsoon
rainfall and HWs in future projections (Q. Liu et al. 2019, X. Chen et al. 2020, Li et al. 2021). In addition to
WNPSH, other factors such as the tropical cyclones, Pacific Decadal Oscillation/Interdecadal Pacific
Oscillation, and Atlantic Multidecadal Oscillation may contribute to the interdecadal or multidecadal
variations in the EPEs and HWs in eastern China (Ding et al. 2009, Zhang et al. 2017). Detailed analysis
of the impacts of these longer timescale factors on EPEs and HWs is beyond the scope of this
manuscript. Intuitively, we expect cooler summers when it rains, while heatwaves often accompany droughts
(Trenberth and Shea, 2005). In the historical period, the correlation between (Trenberth and Shea, 2005). In the historical period, the correlation between
mean anomalous precipitation and Tasmax is negative in eastern China, while the regions with the
positive correlation area appear in the eastern coast of China under SSP245 scenario and expand rapidly
under SSP585 scenario (Fig. 8a, c, e). Climate models suggest that EPEs and HWs will become more
common in an anthropogenically warmed climate (IPCC, 2014). The correlations between the frequencies
of EPEs and HWs shifted from negative in the historical period to positive under future projections (Fig. 8b, d, f). These results reveal a distinct link between future rainfall and temperature, with increased EPEs
significantly associated with HWs during summer (Raghavendra et al. 2019). In addition, summer
precipitation and maximum temperature were negatively correlated, consistent with the argument that
warmer summers tend to be dryer, but this negative correlation is largely reduced in extreme cases. 5. Conclusion Page 10/25 EPEs and HWs can significantly affect the socioeconomic losses and human health risks related to
extreme climate events during summer, especially in the densely populated and economically active
areas of the East Asian summer monsoon region. This study attempted to investigate the current and
future spatiotemporal characteristics of EPEs and HWs in eastern China and the impacts of HWs on
EPEs changes in a warming world. The main conclusions based on the above analysis are as follows: EPEs and HWs can significantly affect the socioeconomic losses and human health risks related to
extreme climate events during summer, especially in the densely populated and economically active
areas of the East Asian summer monsoon region. This study attempted to investigate the current and
future spatiotemporal characteristics of EPEs and HWs in eastern China and the impacts of HWs on
EPEs changes in a warming world. The main conclusions based on the above analysis are as follows: 1. The regions with the largest EPEs are apparent in the south of the Yangtze River Basin and its western
part, with an average of 3–5 EPEs yr-1 during 1979–2019, the regions with large mean AEP appear in the
southeast coast, Yangtze River Basin, North China Plain, and the southern coast of Northeast Plain,
ranging from 60 to 110 mm. The metrics of HWs all show increase trends over 1979–2019, and the
increased HWN resulted in a rapid increase of HWT, with rates of 0.69±0.22 days per decade and
0.12±0.03 counts per decade, respectively. 2. In terms of spatial variation, the high values of multi-year mean HWT are 20–30 days and 50–70 days
under SSP245 and SSP585 scenarios, respectively. The increased HWDU and HWN lead to a rapid
increase in HWT. However, there is little change in the frequency of EPEs and AEP from SSP245 to
SSP585 scenarios. In terms of temporal variation, HWs and EPEs are both increased in future projections. The Yangtze River Basin and its southern regions will face the compound disaster of HWs and EPEs in
summer in the future projections. 3. High values of the annual mean total person-times affected by EPEs and HWs are observed in the
North China Plain, Yangtze River Delta, Sichuan Basin, and southeast coast, with over four million person-
times. The total person-times affected by EPEs range between 3.5 billion to 4.5 billion in eastern China
shows a slightly decrease trend under both scenarios. 5. Conclusion The total person-times affected by HWs under
SSP245 scenario maximize at around 4.0 billion, lower than the peak person-times (about 5.0 billion)
under SSP585 scenario. 4. The increased EPEs and HWs are primarily caused by anthropogenic warming. Positive summer SSTs
(West Pacific, Tropical North Atlantic, and the Indian Ocean) can cause widespread warming in eastern
China and a regional increase in rainfall in the Yangtze River Basin. Moreover, summer Tasmax and
frequency of HWs have a higher correlation with WNPSH than precipitation and frequency of EPEs. We
detect strong positive correlation between mean-state (Tasmax or Precipitation) and extreme climate
(HWs or EPEs), this implies that improved prediction of mean-state climate can provide insights into the
extreme prediction. In eastern China, summer precipitation and temperature were negatively correlated,
consistent with the argument that warmer summers tend to be dryer, but this negative correlation is
largely reduced in extreme cases. As the correlations between the frequencies of EPEs and HWs shifts
from negative to positive in summer, this will lead to future loss of life and property and enormous
socioeconomic consequences. Data Availability All the datasets used in this study are publicly available. The NOAA High Resolution SST V2.1 data is
provided by the NOAA/OAR/ESRL PSD, Boulder, Colorado, USA, from their Web site at
https://psl.noaa.gov/data/gridded/data.noaa.oisst.v2.highres.html. ERA5 dataset is available at
https://www.ecmwf.int/en/forecasts/datasets/reanalysis-datasets/era5. The daily 2-m maximum
surface air temperature and precipitation datasets are available at http://data.cma.cn/en. The daily
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?DOIid 32 80. Xu X (2017) The 1 km grid dataset of China's population spatial distribution. https://www.resdc.cn/DOI/DOI.aspx?DOIid=32. 81. Yang F, Lau KM (2004) Trend and variability of China precipitation in spring and summer: linkage to
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Mechanisms and impacts. J Geophys Res: Atmos 122: 2766-2778. 84. Zhang W, Kirtman B, Siqueira L et al (2022). Decadal variability of southeast US rainfall in an
eddying global coupled model. Geophys Res Lett 49: e2021GL096709. 85. Zhang W, Pan S, Cao L et al (2015) Changes in extreme climate events in eastern China during
1960–2013: A case study of the Huaihe River Basin. Quatern Int 380: 22-34. 86. Zhang W, Zhou T (2020) Increasing impacts from extreme precipitation on population over China
with global warming. Sci Bull 65: 243-252. 86. Zhang W, Zhou T (2020) Increasing impacts from extreme precipitation on population over China
with global warming. Sci Bull 65: 243-252. 87. Zheng J, Wang C (2019) Hot summers in the Northern Hemisphere. Geophys Res Lett 46: 10891-
10900. Page 16/25 88. Zhou T, Yu R (2005) Atmospheric water vapor transport associated with typical anomalous summer
rainfall patterns in China. J Geophys Res: Atmos 110: D08104. 89. Zhou Y, Liu Y, Wu W et al (2015) Integrated risk assessment of multi-hazards in China. Nat Hazards
78: 257-280. 90. Zhu Y, Wang H, Zhou W et al (2011). Recent changes in the summer precipitation pattern in East
China and the background circulation. Clim Dyn 36: 1463-1473. 90. Zhu Y, Wang H, Zhou W et al (2011). Recent changes in the summer precipitation pattern in East
China and the background circulation. Clim Dyn 36: 1463-1473. 90. Zhu Y, Wang H, Zhou W et al (2011). 88. Zhou T, Yu R (2005) Atmospheric water vapor transport associated with typical anomalous summer
rainfall patterns in China. J Geophys Res: Atmos 110: D08104. Figures Figure 1 Page 17/25 Page 17/25 Page 17/25 Topography and the Kuroshio path in the study area. Eastern China is in the east of the cyan line (100 °E). Figure 2
Spatial distributions of the multi-year average (a) frequency of EPEs and (b) AEP in summer over 1979–
2019. Spatial distribution of total (c) 1-day EPEs and (d) its corresponding variation in summer over Figure 2 Figure 2 Spatial distributions of the multi-year average (a) frequency of EPEs and (b) AEP in summer over 1979–
2019. Spatial distribution of total (c) 1-day EPEs and (d) its corresponding variation in summer over Page 18/25 Page 18/25 Page 18/25 1979–2019. Purple lines represent the Yangtze River Basin and the dashed line represents the linear
trend. Page 19/25
Figure 3
Spatial distributions of the multi-year average of summer heatwa
corresponding temporal variations (right column) in eastern Chin Figure 3
Spatial distributions of the multi-year average of summer heatwave metrics (left column) and their
corresponding temporal variations (right column) in eastern China from 1982 to 2019. (a, e) mean HWT, Figure 3 Figure 3 Spatial distributions of the multi-year average of summer heatwave metrics (left column) and their
corresponding temporal variations (right column) in eastern China from 1982 to 2019. (a, e) mean HWT, Spatial distributions of the multi-year average of summer heatwave metrics (left column) and their
corresponding temporal variations (right column) in eastern China from 1982 to 2019. (a, e) mean HWT, Page 19/25 (b, f) mean HWDU, (c, g) mean HWN, and (d, h) mean HWI. The purple lines delimit the Yangtze River
Basin and the dashed lines represent the linear trend. Figure 4
Spatial distributions of multi year averaged (left column) HWT (shading area Unit: Figure 4 Figure 4 Spatial distributions of multi-year averaged (left column) HWT (shading area, Unit: Days) with the
frequency of EPEs (blue contour line, Unit: Counts) and AEP (green contour line, Unit: mm), (right column) Page 20/25 Page 20/25 HWN (shaded area, Unit: Counts) with the frequency of EPEs and AEP under SSP245 (a, c, e, and g) and
SSP585 (b, d, f, and h) scenarios in eastern China over 2021–2100. The purple lines present the Yangtze
River Basin. Figure 5
Spatial patterns of multi-year average person-times affected by frequencies of (a) EPEs and (b) HWs in
eastern China over 1979–2019. The inset charts represent the annual average of person-times affected
by EPEs (green line) and HWs (pink line). Dashed lines represent the linear trend and the purple lines
present the Yangtze River Basin. Figure 5 Figure 5 Spatial patterns of multi-year average person-times affected by frequencies of (a) EPEs and (b) HWs in
eastern China over 1979–2019. The inset charts represent the annual average of person-times affected
by EPEs (green line) and HWs (pink line). Dashed lines represent the linear trend and the purple lines
present the Yangtze River Basin. Page 21/25 Page 21/25 Figure 6
Temporal variations of the regionally averaged summer frequency of EPEs and AEP compared with HWN
under SSP245 and SSP585 scenarios in eastern China over 2021–2100. (a) Frequency of EPEs and HWN
under SSP245, (b) AEP and HWT under SSP245, (c) EPEs and HWN under SSP585, and (d) AEP and HWT
under SSP585. Dashed blue and red lines represent the linear trend. Figure 6 Figure 6 Temporal variations of the regionally averaged summer frequency of EPEs and AEP compared with HWN
under SSP245 and SSP585 scenarios in eastern China over 2021–2100. (a) Frequency of EPEs and HWN
under SSP245, (b) AEP and HWT under SSP245, (c) EPEs and HWN under SSP585, and (d) AEP and HWT
under SSP585. Dashed blue and red lines represent the linear trend. Page 22/25 Page 22/25 Figure 7
Anomalous summer rainfall (left column, unit: mm) and Tasmax fie
onto the (a, e) West Pacific SSTA (0–10°N, 130°E–150°E), (b, f) Niñ
(c, g) Indian Ocean SSTA (10°S–20°N, 50°E–90°E), and (d, h) Tropic Figure 7
Anomalous summer rainfall (left column, unit: mm) and Tasmax fields (right column, unit: ℃) regressed
onto the (a, e) West Pacific SSTA (0–10°N, 130°E–150°E), (b, f) Niño 3.4 SSTA (5°S–5°N, 170°W–120°W),
(c, g) Indian Ocean SSTA (10°S–20°N, 50°E–90°E), and (d, h) Tropical North Atlantic SSTA (0°–25°N,
15°W–90°W). The areas significant at the 95% confidence level are dotted. The purple lines delimit the
Yangtze River Basin. Figure 7 Anomalous summer rainfall (left column, unit: mm) and Tasmax fields (right column, unit: ℃) regressed
onto the (a, e) West Pacific SSTA (0–10°N, 130°E–150°E), (b, f) Niño 3.4 SSTA (5°S–5°N, 170°W–120°W),
(c, g) Indian Ocean SSTA (10°S–20°N, 50°E–90°E), and (d, h) Tropical North Atlantic SSTA (0°–25°N,
15°W–90°W). The areas significant at the 95% confidence level are dotted. The purple lines delimit the
Yangtze River Basin. Page 23/25 Page 23/25 Figure 8
The correlation maps between summer (a, c, and e) precipitation and Tasmax anomalies, (b, d, and f)
frequencies of EPEs and HWs anomalies from the historical period (1979–2019) to future projections
(2021–2100). The areas significant at the 95% confidence level are dotted. The purple lines delimit the
Yangtze River Basin. Figure 8 Figure 8 The correlation maps between summer (a, c, and e) precipitation and Tasmax anomalies, (b, d, and f)
frequencies of EPEs and HWs anomalies from the historical period (1979–2019) to future projections
(2021–2100). The areas significant at the 95% confidence level are dotted. The purple lines delimit the
Yangtze River Basin. Page 24/25 Page 24/25 SupplementaryInformation.docx Supplementary Files This is a list of supplementary files associated with this preprint. Click to download. SupplementaryInformation.docx Page 25/25
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The evolving role of cardiac magnetic resonance in primary mitral regurgitation: ready for prime time?
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European heart journal. Cardiovascular imaging
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cc-by
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Boyang Liu1*, Nicola C. Edwards1, Dudley Pennell2, and Richard P. S 1Department of Cardiology, University Hospital Birmingham and Institute of Cardiovascular Science, University of Birmingham, Edgbaston, Birmingham B15 2TH, UK; and 2CMR
Unit, Royal Brompton Hospital, Sydney Street, London SW3 6NP, UK Received 19 January 2018; editorial decision 6 September 2018; accepted 16 September 2018; online publish-ahead-of-print 25 October 2018 A fifth of patients with primary degenerative mitral regurgitation continue to present with de novo ventricular dysfunction following sur-
gery and higher rates of heart failure, morbidity, and mortality. This raises questions as to why the left ventricle (LV) might fail to recover
and has led to support for better LV characterization; cardiac magnetic resonance (CMR) may play a role in this regard, pending further
research and outcome data. CMR has widely acknowledged advantages, particularly in repeatability of measurements of volume and ejec-
tion fraction, yet recent guidelines relegate its use to cases where there is discordant information or poor-quality imaging from echocardi-
ography because of the lack of data regarding the CMR-based ejection fraction threshold for surgery and CMR-based outcome data. This
article reviews the current evidence regarding the role of CMR in an integrated surveillance and surgical timing programme. Keywords Keywords cardiac magnetic resonance • primary mitral regurgitation • echocardiography • ventricular remodelli Introduction Despite clear American Heart Association/American College of
Cardiology/European Society of Cardiology (AHA/ACC/ESC) guide-
lines on the timing of surgery, a fifth of patients with severe primary
mitral regurgitation (MR) continue to present post-operatively with
reduced ejection fraction and an increased risk of congestive cardiac
failure.1,2 These data raise questions regarding the sole use of 2D
echocardiography-based dimensions and ejection fraction as Class 1
indications for surgery. Recent guidelines by the American Society of
Echocardiography
in
collaboration
with
the
Society
for
Cardiovascular Magnetic Resonance acknowledged the role of car-
diac magnetic resonance (CMR) but relegated its use to cases where
there is discordant information or poor-quality imaging on echo.3
CMR has widely acknowledged advantages in monitoring size and
function of the LV, and there are preliminary data highlighting dis-
crepancies in quantification of primary MR with echo. This article
reviews the current evidence on the role of CMR in an integrated
surveillance and surgical timing programme. Complete analysis of the components of the mitral valve (MV) and
subvalvar apparatus are required to identify the lesion, aetiology, and
type of dysfunction in MR. Such an analysis requires assessment of
the leaflets, annulus, chordae tendonnae, and papillary muscles. .................................. REVIEW REVIEW European Heart Journal - Cardiovascular Imaging (2019) 20, 123–130
doi:10.1093/ehjci/jey147 * Corresponding author. Tel: þ44 (121) 371 4035; Fax: þ44 (121) 4629. E-mail: boyang.liu@nhs.net
V
C The Author(s) 2018. Published by Oxford University Press on behalf of the European Society of Cardiology.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits
unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. * Corresponding author. Tel: þ44 (121) 371 4035; Fax: þ44 (121) 4629. E-mail: boyang.liu@nhs.net
V
C The Author(s) 2018. Published by Oxford University Press on behalf of the European Society of Cardiology.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://
unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. Identification of prolapse and assessment
of leaflets Assessment and measurements on 2D and 3D echo offer high accur-
acy and reproducibility due to high-temporal resolution and
improved frame rates. While 2D transthoracic echo (TTE) is recom-
mended as the first-line examination, 3D TTE acquisitions provide in-
cremental value in establishing the lesion, leaflet, and location of the
segments involved, with an accuracy that is equivalent to 2D multi-
plane transoesophageal echo (TOE).4 3D TOE has the greatest over-
all accuracy with a higher specificity in the segmental localization of 124 B. Liu et al. defects (92.8%) compared with surgical findings and is particularly ef-
fective in the localization of flail defects (99%). Moreover, 3D TOE
has the advantage of producing both static and dynamic measure-
ments of MV anatomy and pathology that can predict both the com-
plexity of repair and likely outcome at surgery, including prolapse
height, prolapse volume, and anterior leaflet surface area and leaflet
length (Supplementary data online, Table S1).4,5 superior displacement of PM tips during systole as one mechanism
contributing to MV prolapse.12 3D TOE has demonstrated PM dis-
placement secondary to progressive LV dilatation with resultant leaf-
let tethering, as well as the relationship between PMs and LV wall
which may assist surgical planning of MV repair.13 Although CMR can
accurately locate, measure size, and track PM displacement, as well as
identify PM infarction/fibrosis,14 the clinical implications of these find-
ings in primary degenerative MR remain unclear. ................................................................................................ Data comparing echo with CMR for the detection of leaflet abnor-
malities are limited. Annulus Two difficulties have been encountered in establishing an optimal
imaging strategy for the MV annulus: firstly, the surgical reference for
sizing is performed in a de-aired heart, and therefore, these measure-
ments do not correspond to ‘live’ imaging; secondly, 3D TOE has
highlighted that the annulus is not fixed but dynamic throughout the
cardiac cycle, with change in size (early systolic area contraction) and
shape (deepening of the saddle-shape). There are no data on the ac-
curacy of CMR-based assessment of MV annular dimensions com-
pared with echo or surgical findings in primary MR, meaning that 3D
echo is currently gold standard.10 Severity of MR: a potential role for
CMR? Echo is the principal imaging modality to diagnose and establish sever-
ity of MR but requires integration of multiple qualitative, semi-quanti-
tative, and quantitative parameters.3 The echocardiographer must
also weigh up the different specificity of each parameter and is
encouraged to use quantitative measures to grade MR severity,
including pulsed Doppler, volumetric and flow convergence [prox-
imal isovelocity surface area (PISA)] methods (Supplementary data
online, Table S1). Despite the recommendation to quantify MR, a re-
cent communication from the ACC recognized that inadequate qual-
ity of echo may be a barrier to optimal care of almost a quarter of
patients with MR and that many decisions regarding severity of MR
are still made on echo by visually estimating severity based on colour,
with a minority of reports providing regurgitant volumes and frac-
tion.15 Even when recommendations are followed, quantification by
echo is subject to several errors, including practical issues such as
over-estimation of non-holosystolic Doppler profiles and failure to
account for regurgitant blood volume on the atrial side of the MV
annulus in patients with extensive bileaflet prolapse which is not ac-
countable when using a Simpson’s method for quantifying LV end-
systolic volume.16 Pulsed Doppler methods to estimate differential
LV and aortic stroke volumes are valuable, particularly in the pres-
ence of multiple jets, constrained and non-holosystolic jets when
PISA and vena contracta (VC) are less reliable. However, limitations
include the combination of several parameters that carry intrinsic
error and increase as the root sum square so that, even under re-
search conditions, the volume bias and limits of agreement between
observers for aortic stroke volume (4.7± 29.1 mL) and mitral stroke
volume (2.9± 19.6 mL) are poor.17 Likewise, questions have been
raised about the reliability of flow convergence even amongst experts
from university institutions.18 When grading MR as severe or non-
severe, the overall interobserver agreement for PISA measurements
was poor: 0.37 [95% confidence interval (CI): 0.16–0.58]. A significant
source for this variation is the frame-to-frame and beat-to-beat vari-
ation in PISA distance which have been quantified as 15–25% even in
expert hands, highlighting the importance of multi-frame averaging
[estimated at approximately 35 beats if clinicians require an effective
regurgitant orifice area (EROA) with CI of ±10%] if precision is to be ................................................................................................. Identification of prolapse and assessment
of leaflets CMR requires a dedicated set of sequences that
requires time and experience and those most commonly used have
lower temporal and spatial resolution than echo.6 However, using a
set protocol with dedicated valve imaging planes on CMR, one group
diagnosed the presence of posterior mitral valve leaflet prolapse with
100% sensitivity and anterior mitral valve leaflet prolapse with 78%
sensitivity when compared with 2D TTE, but the study did not com-
pare accuracy to surgical findings.7 In another study of 27 patients,
CMR correctly identified the presence or absence of a segmental de-
fect in 82% comparing to 2D TTE.8 In 43 patients using surgical find-
ings as the reference standard, results on CMR and 2D TOE were
concordant in terms of diagnosing prolapse and identification of the
leaflet at fault but data on identification of the scallop at fault was not
given.9 Correct identification not only of the leaflet at fault but of the
specific scallop is now the minimum standard in preoperative assess-
ment of primary MR, and the degree of accuracy and amount of infor-
mation provided by 3D echo far surpasses that of CMR in this
respect. Moreover, CMR cannot yet deliver the same high-quality en-
face view that is standard in 2D and 3D echo as part of pre-operative
planning. In summary, echo remains the current gold standard for anatomic
and functional assessment of the MV apparatus in primary MR, ena-
bling precise localization of the abnormality and determination of
aetiology, as well as being key for planning and guiding intervention. There are a few small studies on the role of CMR in defining mitral
apparatus anatomy but restricted spatial and temporal resolution
remains a limiting factor. Assessment of chordae and papillary
muscles The location and attachment of the primary, secondary, and tertiary
chordae are critical to current surgical strategies for repair. The loca-
tion, length, and thickness of the mitral chordae are best measured
on 2D echo due to higher spatial resolution and are best visualized
on 2D TOE from the transgastric view.11 Although the subvalvular
apparatus, including chordae, leaflets, and papillary muscle attach-
ments, can be seen on CMR, detailed assessment is much more lim-
ited compared with 2D echo which, remains the modality of choice. Assessment of papillary muscle (PM) location, displacement, and
function (whether ruptured, fibrotic, infarcted, or displaced) is im-
portant for establishing the mechanism of the MR yet there are no
comparative data on the utility of echo and CMR in this regard. Data
with echo are more compelling; 2D TTE has demonstrated abnormal 125 Cardiac magnetic resonance imaging in primary MR achieved.19 While this may be impractical in routine clinical practice,
any degree of averaging will reduce variation. Additionally, the future
validation and adoption of automated averaging EROA20 and auto-
mated 3D colour flow Doppler quantification systems21 may en-
hance the accuracy and consistency of echocardiographic MR
quantification. (see Table 2). In recent small prospective studies, CMR quantification
of regurgitant volume better predicted LV remodelling after surgery
[change in left ventricular end-diastolic volume (LVEDV), r = 0.85;
P < 0.0001]; whereas no correlation was present for echo (r = 0.32;
P = 0.1).31 In addition, a post-operative decrease in LV internal dimen-
sions most closely correlated (r = 0.69) with the regurgitant volume
by CMR.26 These studies of post-operative outcome both suggested
that a lower threshold for severe MR grading may be needed for
CMR and is supported by two recent prospective observational stud-
ies. In 109 asymptomatic MR patients, severe MR was defined as a
regurgitant volume >55 mL or regurgitant fraction >40% using the
SVol-AVf method on baseline CMR.32 Using these cut-offs, over a
mean follow-up of 2.5years, subjects with a regurgitant volume of
>55 mL had a surgery-free survival rate of 21% at 5years compared
with 91% in those with regurgitant volume <_55 mL. Assessment of chordae and papillary
muscles Similarly a se-
cond study on 258 asymptomatic patients found a regurgitant volume
of >_50 mL to possess 77% sensitivity and 78% specificity for identify-
ing mortality or indication for MV surgery over a median follow-up of
5years.27 In contrast to current guideline-based echocardiographic approaches,
estimation of MR severity by CMR (Supplementary data online, Table
S1) is reliant on a small number of quantitative methods that have been
validated against other reference standards, including cardiac catheteriza-
tion,22 quantitative Doppler TTE,23 and current single-frame 2D PISA-
based methods.24 Studies that compare the reproducibility of TTE and
CMR in the same patients however are limited. In a prospective study of
26 patients with a range of severity in MR, regurgitant volume was similar
between quantitative Doppler, flow convergence TTE, and CMR, but
variability in measurements by all methods was poor between observers
[Doppler -10 mL (95% CI -76 to 56mL); PISA: -4mL (-21 to 13mL);
and CMR 0.7mL (-30 to 32mL)].24 Interobserver variability of regurgi-
tant fraction was significantly lower by CMR than TTE in a retrospective
study of 70 patients (0.1± 7.3% vs. -5.5± 15%) although this finding only
applied to re-analysis of acquired datasets.25 Another retrospective
study comparing quantitative assessment of MR highlighted that quantifi-
cation by echo was often not achievable in practice, being feasible only in
44 out of 72 patients.26 Where an integrative approach to
echocardiographic-based MR severity grading has been applied as per
American Society of Echocardiography guidance, intra- and interob-
server disagreement is quoted at 20% and 40% on echo.27 On CMR
based categorization (severe MR defined as regurgitant volume
>_60mL), discordance is reported at 5% and 10%, respectively. Assessment of chordae and papillary
muscles Furthermore, in this prospective observational study of 258 asymptom-
atic patients, a quarter of patients had a discrepant degree of severity
diagnosed on CMR and echo, with the CMR classification offering super-
ior prognostic value for predicting the composite endpoint of mortality
or MV surgery during the median follow-up of 5years.27 However, there
are also limitations to quantifying MR severity by CMR, including the
presence of non-compensated Eddy current-induced fields, variability in
volumetric analysis according to placement of the basal slice and in phase
velocity mapping according to the plane used for measuring aortic
flow.28 4D flow phase contrast CMR may be able to overcome some of
these limitations but this currently remains a research tool.29
Additionally, echo can easily be combined with exercise testing for cases
where exertional symptoms are disproportionate to resting haemo-
dynamics,30 whereas this is understandably more challenging for CMR. In summary (Figure 1), CMR quantification of MR is simple, feasible in a
greater proportion of patients and from the limited comparative studies,
may be more reproducible. However, outcome data remain limited and
present guidelines are derived from large echo-based outcome studies
such that more data are needed which compare the primary analysis of
newly acquired CMR datasets. In summary, single measures of MR severity by echo have wide lim-
its of agreement therefore a multi-parametric approach must be used. While CMR has limitations, it uses fewer parameters and observation-
al data suggest it is better at predicting severity, need for surgery and
LV outcomes, although standardized CMR cut-off points for severe
MR need to be agreed upon. Importantly, it remains to be seen
whether surgical intervention based on CMR parameters alone can
lead to an improvement in patient outcome compared with echo. Chamber size and function:
Achilles heel of echo? Serial TTE is the recommended method for measurement of cham-
ber size and function in primary MR, with CMR only indicated when
echo is ‘unsatisfactory’.3,33 Using a left ventricular end-systolic linear
dimension (LVESd) >40 mm on echo is however inherently ‘unsatis-
factory’ as a guide to intervention, as it is a poor marker of end-
systolic volume in primary MR due to the preferential spherical
remodelling process that takes place at the apex and mid-ventricular
level.34 On the other hand, accurate CMR volumes may be sufficient
to monitor patients, since an indexed LVEDV of <100 mL/m2 from a
single baseline CMR conveyed a 90% surgery-free survival rate at
5years.32 Recognising that delaying surgery until the onset of ven-
tricular dysfunction with left ventricular ejection fraction (LVEF)
<60% or LVESd >40 mm, may be associated with an outcome pen-
alty,35,36 the recent AHA/ACC focused update have introduced an
additional Class IIa indication as progressive deterioration in LVEF or
LVESd on serial imaging.37 Finally, mitral regurgitant volume:LVEDV
ratio, which is best measured on CMR, has been proposed as an use-
ful indicator that can detect the presence of excessive ventricular
dilatation for the degree of MR, thereby highlighting the presence of
additional myopathic processes such as ischaemia.38 Furthermore,
reminiscent of animal models of volume overload where cardiac de-
compensation contributed to further increases in LVEDV in the pres-
ence of static volume overload (Supplementary data online, Table
S2),39 it is reasonable to hypothesize that longitudinal regurgitant vol-
ume:
LVEDV
ratio
measurements may be able to
identify Are severity cut-offs equivalent on echo
and CMR? Several studies have found a discrepancy in the grading of severity be-
tween CMR and TTE, with a tendency for echo to over-estimate pri-
mary MR (Table 1).26,27,31 These data support a role for CMR in such
cases where echo grading is qualitative, indeterminate, or incomplete 126 B. Liu et al. gure 1 The relative benefits of echocardiography and cardiac magnetic resonance in the management of primary degenerative mit Figure 1 The relative benefits of echocardiography and cardiac magnetic resonance in the management of primary degenerative mitral
regurgitation. Figure 1 The relative benefits of echocardiography and cardiac magnetic resonance in the management of primary degenerative mitral
regurgitation. asymptomatic primary MR patients who are in the early transitional
stages of decompensation. For now, although it is not known
whether serial imaging by CMR would result in improved patient out-
comes compared with echo, the acknowledged greater reliability of
CMR volumetric measurements argues for more routine use in
surveillance. LVEF is problematic in MR, whether measured by echo or CMR, as it
is a measure of chamber function that is affected by changes in loading
conditions. In recognition of this inherent weakness in serial LVEF, recent
efforts have focused on identifying more sensitive ‘sub-acute’ markers of
LV impairment. These include echo based tissue Doppler (TDI) for
measurement of myocardial systolic and diastolic velocities (TDI),40 2D asymptomatic primary MR patients who are in the early transitional
stages of decompensation. For now, although it is not known
whether serial imaging by CMR would result in improved patient out-
comes compared with echo, the acknowledged greater reliability of
CMR volumetric measurements argues for more routine use in
surveillance. 127 Cardiac magnetic resonance imaging in primary MR ...................................................................................................................................................................................................................... Table 1
Example cases highlighting the differing benefits of echo vs. CMR
Case 1: 20-year-old $
Case 2: 69-year-old $
Case 3: 45-year-old #
Case 4: 45-year-old #
Moderate on TOE
Severe on TOE
Severe on TOE
MV anatomy
Severe on CMR
Moderate on CMR
Severe on CMR
Echo vs. CMR
Bileaflet myxomatous degeneration
resulting
in
holosystolic
CW
Doppler, systolic flow reversal in
RUPV. MR
jet
is
posteriorly
directed, wrapping around LA. VC
6 mm. Bileaflet myxomatous degeneration
resulting in multiple jets. Are severity cut-offs equivalent on echo
and CMR? MR is mainly
anteriorly directed (VC area 79 mm2,
systolic flow reversal in RUPV, PISA
radius 10 mm, LV SVol - LVOT SVol
= 60 mL)
Complex valve lesion with flail A3/P3
scallops from chordal rupture, involv-
ing the posteromedial commissure. EROA 70 mm2, LV SVol - LVOT SVol
= 104 mL, systolic flow reversal in
LUPV. Severe MR due to flail P2/P3 with
ruptured secondary chord (arrows)
from
posteromedial
papillary
muscle. PISA 14 mm, LV SVol -
LVOT SVol = 68 mL, systolic flow
reversal in LUPV. Colour Doppler
Colour Doppler
Colour Doppler
CMR en-face valve view
CMR - end systole
CMR - end diastole
CMR - aortic flow
A2P2 and A3P3 scallops
BSA 1.87; LVEDVi 98 mL/m2; LVESV
26 mL/m2; LVSV 133 mL; LVEF 73%;
AVflow 80 mL; LA volume 43 mL/
m2; MRvol 55 mL; MRfraction 41%. BSA 1.77; LVEDVi 76 mL/m2 LVESVi
18 mL/m2; LV SV 102 mL; LVEF 76%;
AVflow
72 mL;
MRvol
30 mL;
MRfraction 30%. BSA 2.5; LVEDVi 88 mL/m2; LVESVi
21 mL/m2; LVSV 169 mL; LVEF 76%;
MRvol 77 mL; MRfraction 46%. ...................................................................................................................................................................................................................... Table 1
Example cases highlighting the differing benefits of echo vs. CMR
Case 1: 20-year-old $
Case 2: 69-year-old $
Case 3: 45-year-old #
Case 4: 45-year-old #
Moderate on TOE
Severe on TOE
Severe on TOE
MV anatomy
Severe on CMR
Moderate on CMR
Severe on CMR
Echo vs. CMR Table 1
Example cases highlighting the differing benefits of echo vs. CMR CMR en-face valve view Colour Doppler Colour Doppler Colour Doppler Colour Doppler CMR en-face valve view CMR - end systole A2P2 and A3P3 scallops CMR - aortic flow CMR - end diastole A2P2 and A3P3 scallops CMR - end systole CMR - end diastole CMR - aortic flow BSA 1.77; LVEDVi 76 mL/m2 LVESVi
18 mL/m2; LV SV 102 mL; LVEF 76%
AVflow
72 mL;
MRvol
30 mL
MRfraction 30%. BSA 2.5; LVEDVi 88 mL/m2; LVESVi
21 mL/m2; LVSV 169 mL; LVEF 76%;
MRvol 77 mL; MRfraction 46%. BSA 1.87; LVEDVi 98 mL/m2; LVESV
26 mL/m2; LVSV 133 mL; LVEF 73%;
AVflow 80 mL; LA volume 43 mL/
m2; MRvol 55 mL; MRfraction 41%. BSA 1.77; LVEDVi 76 mL/m2 LVESVi
18 mL/m2; LV SV 102 mL; LVEF 76%;
AVflow
72 mL;
MRvol
30 mL;
MRfraction 30%. BSA 2.5; LVEDVi 88 mL/m2; LVESVi
21 mL/m2; LVSV 169 mL; LVEF 76%;
MRvol 77 mL; MRfraction 46%. Discussion points: Case 1: VC of 6 mm suggests moderate MR with CMR quantification demonstrating borderline severe MR. Note that the additional end-systolic LV volume
below leaflets and above MV annulus (shaded area) in extensive prolapses may not be accounted on Simpson’s biplane, but can be taken into account on a CMR short-axis
stack. Case 2: Multiple jets of severe MR visualized on TOE, but repeated longitudinal CMR measuring only moderate MR. Case 3: Agreement between echo and CMR despite
the presence of complex MR with commissure involvement. Case 4: Echo remains gold standard for MV anatomy assessment. Scallops can be visualized on CMR using dedi-
cated valve planes, but there is neither 3D visualization nor sufficient spatial resolution for chordal characterization.
AVflow, aortic valve flow; BSA, body surface area; CW, continuous wave; LUPV, left upper pulmonary vein; LVEDVi, left ventricular end-diastolic volume index; LVESVi, left
ventricular end-systolic volume index; MRfraction, mitral regurgitant fraction; MRvol, mitral regurgitation volume; RUPV, right upper pulmonary vein; SVol, stroke volume. Are severity cut-offs equivalent on echo
and CMR? (PASP) >50 mmHg on echo is a Class IIA indication to repair.1,2
Although questions have been raised about the accuracy of PASP by
echo45 and the general estimation of the probability of pulmonary
hypertension has not been tested in primary MR,46 CMR methods of
measuring pressure are not in routine use.47,48 The main benefit of
CMR at present lies in assessment of RV chamber size, function, and
hypertrophy.49 Doppler measurement of TR Vmax remains central to
the management of primary MR and the role of CMR in quantification
of RV size and function is supportive only. speckle tracking echo for measurement of strain, strain rate, and tor-
sion,41 and the CMR equivalents that include grid-tagging and feature/tis-
sue tracking. The Holy Grail of all techniques is to measure detect sub-
clinical LV dysfunction in primary MR42 although all are affected by load-
ing conditions and none are yet included in current valve guidelines.43
Therefore, at present, accurate and reliable measurement of volumes
and ejection fraction remain at the centre of management of patients
with asymptomatic primary MR and highlights an important area where
CMR can be complementary to existing management pathways. (PASP) >50 mmHg on echo is a Class IIA indication to repair.1,2
Although questions have been raised about the accuracy of PASP by
echo45 and the general estimation of the probability of pulmonary
hypertension has not been tested in primary MR,46 CMR methods of
measuring pressure are not in routine use.47,48 The main benefit of
CMR at present lies in assessment of RV chamber size, function, and
hypertrophy.49 Doppler measurement of TR Vmax remains central to
the management of primary MR and the role of CMR in quantification
of RV size and function is supportive only. Are severity cut-offs equivalent on echo
and CMR? Discussion points: Case 1: VC of 6 mm suggests moderate MR with CMR quantification demonstrating borderline severe MR. Note that the additional end-systolic LV volume
below leaflets and above MV annulus (shaded area) in extensive prolapses may not be accounted on Simpson’s biplane, but can be taken into account on a CMR short-axis
stack. Case 2: Multiple jets of severe MR visualized on TOE, but repeated longitudinal CMR measuring only moderate MR. Case 3: Agreement between echo and CMR despite
the presence of complex MR with commissure involvement. Case 4: Echo remains gold standard for MV anatomy assessment. Scallops can be visualized on CMR using dedi-
cated valve planes, but there is neither 3D visualization nor sufficient spatial resolution for chordal characterization. AVflow, aortic valve flow; BSA, body surface area; CW, continuous wave; LUPV, left upper pulmonary vein; LVEDVi, left ventricular end-diastolic volume index; LVESVi, left
ventricular end-systolic volume index; MRfraction, mitral regurgitant fraction; MRvol, mitral regurgitation volume; RUPV, right upper pulmonary vein; SVol, stroke volume. Discussion points: Case 1: VC of 6 mm suggests moderate MR with CMR quantification demonstrating borderline severe MR. Note that the additional end-systolic LV volume
below leaflets and above MV annulus (shaded area) in extensive prolapses may not be accounted on Simpson’s biplane, but can be taken into account on a CMR short-axis
stack. Case 2: Multiple jets of severe MR visualized on TOE, but repeated longitudinal CMR measuring only moderate MR. Case 3: Agreement between echo and CMR despite
the presence of complex MR with commissure involvement. Case 4: Echo remains gold standard for MV anatomy assessment. Scallops can be visualized on CMR using dedi-
cated valve planes, but there is neither 3D visualization nor sufficient spatial resolution for chordal characterization. AVflow, aortic valve flow; BSA, body surface area; CW, continuous wave; LUPV, left upper pulmonary vein; LVEDVi, left ventricular end-diastolic volume index; LVESVi, left
ventricular end-systolic volume index; MRfraction, mitral regurgitant fraction; MRvol, mitral regurgitation volume; RUPV, right upper pulmonary vein; SVol, stroke volume. 128 B. Liu et al. Are severity cut-offs equivalent on echo
and CMR? Table 2
Current guideline indications for CMR and TTE and proposed additive value of CMR to these
recommendations
Current recommendations for CMR
(1)
Assessment by echo is unsatisfactory
(2)
Discrepancy between MR severity and clinical findings
• ASE/SCMR 2017
• ESC/EACTS 2012
• AHA/ACC 2014
Current recommendations for TTE
(1)
Moderate MR and preserved LV function requires echocardiographic assessment every 1–2 years
(2)
Severe MR and preserved LV function requires echocardiographic assessment every 6–12 months
• ESC/EACTS 2012
• AHA/ACC 2014
Revised recommendations for CMR
(1)
Unsatisfactory assessment by echo, specifically:
a. Indeterminant ‘moderate-severe’ MR. b. Inability to perform quantitative measurement of MR by echo when severe MR cannot be definitively included or excluded. c. Borderline ventricular function (LVEF 55–65%) in moderate–severe MR. d. Fall in LVEF below 60% in asymptomatic patients, where a change of <10% has occurred compared to the previous echocardiographic study. (2)
Discrepancy between clinical, exercise, and echo findings (including stress):
a. Symptoms with moderate MR and preserved LV function. b. Moderate MR with impaired or dilated LV. (3)
Routine use of CMR:
a. Moderate MR patients as baseline reference for LV size and function. b. Every 12–24 months for severe MR with preserved LV function (interdigitating with TTE to give imaging assessment every 6–12 months
by one modality). Future of CMR imaging in MR? (1)
Markers of adverse LV remodelling:
a. Strain imaging with tagging or tissue tracking. b. Fibrosis imaging with LGE and T1/ECV mapping. (2)
4D flow phase-contrast CMR Table 2
Current guideline indications for CMR and TTE and proposed additive value of CMR to these
recommendations (1)
Assessment by echo is unsatisfactory (2)
Discrepancy between MR severity and clinical findings b. Moderate MR with impaired or dilated LV. a. Moderate MR patients as baseline reference for LV size and function. a. Strain imaging with tagging or tissue tracking. b. Fibrosis imaging with LGE and T1/ECV mapping. ECV, extra-cellular volume; LGE, late gadolinium enhancement. ...................................................................... Current limitations and future
directions Left atrium (LA) volume above 60mL/m2 on echo has become a
Class IIA indication for MV surgery in the European guidelines, al-
though 2D TTE appears to under-estimate size compared with a 3D
CMR approach.44 A multi-slice short-axis volumetric approach on
CMR is considered the gold standard for structural assessment of the
LA (Supplementary data online, Table S3) with more accurate and re-
liable measurement again arguing for a greater role. CMR remains a modality which is less readily available than echo in
many centres and which demands expertise. The most commonly
used sequences require acquisition over several cardiac cycles and
employ breath-holding that some patients cannot manage, although
alternatives are now available that cover the entire LV in a fraction of
the time and without need for breath-holding.50 There is no current
direct method to quantify MR severity by CMR and much of the data
that compare accuracy of techniques in determining outcomes are
derived from small, often single centre studies that do not all Summary: when should you do a
CMR for MR? 7. Han YC, Peters DC, Salton CJ, Bzymek D, Nezafat R, Goddu B et al. Cardiovascular magnetic resonance characterization of mitral valve prolapse. JACC Cardiovasc Imaging 2008;1:294–303. 8. Gabriel RS, Kerr AJ, Raffel OC, Stewart RA, Cowan BR, Occleshaw CJ. Mapping
of mitral regurgitant defects by cardiovascular magnetic resonance in moderate
or severe mitral regurgitation secondary to mitral valve prolapse. J Cardiovasc
Magn Reson 2008;10:16. Any assessment of a patient attending with primary MR must include a
detailed echocardiogram using high-quality 2D and 3D imaging to de-
fine the aetio-pathogenesis, involving careful assessment of the leaflets,
annulus, chords, and papillary muscles. CMR plays a secondary role in
this regard. In the assessment of severity of MR, echo may be sufficient
in many cases, but CMR can quantify regurgitation in more cases than
2D or 3D and does so with greater reliability. There appears to be a
tendency for echo to over-estimate severity of MR and there are data
to suggest that CMR measures may deliver better long-term out-
comes, although prospective CMR-based interventional studies are
lacking. At present, there are sufficient data not only to support the
use of CMR where 2D or 3D echo is incomplete, or results are inde-
terminate but also to promote a greater role in an integrated surveil-
lance and surgical timing programme for patients with moderate-
severe MR. CMR has a recognized primacy compared to 2D echo in
measurement of LV volumes and ejection fraction, not least due to
the limitations of linear measurements on 2D or M-mode in primary
MR. This accuracy suggests that CMR should have a bigger part in
monitoring, independent of its advantages in measuring atrial and
right-sided volumes. In the future, more comparative research is
needed to define the roles of each modality against outcomes in pro-
spective studies, and this should also seek to confirm or refute the util-
ity of advanced echo techniques and tissue characterization by CMR. 9. Stork A, Franzen O, Ruschewski H, Detter C, Mullerleile K, Bansmann PM et al. Assessment of functional anatomy of the mitral valve in patients with mitral re-
gurgitation with cine magnetic resonance imaging: comparison with transesopha-
geal echocardiography and surgical results. Eur Radiol 2007;17:3189–98. 10. Grewal J, Suri R, Mankad S, Tanaka A, Mahoney DW, Schaff HV et al. Mitral an-
nular dynamics in myxomatous valve disease new insights with real-time 3-di-
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disease: a report of the American College of Cardiology/American Heart
Association Task Force on Practice Guidelines. J Am Coll Cardiol 2014;63:
e57–185. 2. Baumgartner H, Falk V, Bax JJ, De Bonis M, Hamm C, Holm PJ et al. 2017 ESC/
EACTS guidelines for the management of valvular heart disease The task force
for the management of valvular heart disease of the European Society of
Cardiology (ESC) and the European Association for Cardio-Thoracic Surgery
(EACTS). Eur Heart J 2017;38:2739. 3. Zoghbi WA, Adams D, Bonow RO, Enriquez-Sarano M, Foster E, Grayburn PA
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cular magnetic resonance. J Cardiovasc Magn Reson 2008;10:61. Summary: when should you do a
CMR for MR? Obase K, Jeevanandam V, Saito K, Kesner K, Barry A, Hollatz A et al. Visualization and measurement of mitral valve chordae tendineae using three-
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mensional transesophageal echocardiography for severe functional mitral regurgi-
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imaging in mitral valve prolapse. Am J Cardiol 2010;106:243–8. 15. Wang A, Grayburn P, Foster JA, McCulloch ML, Badhwar V, Gammie JS et al. Practice gaps in the care of mitral valve regurgitation: insights from the American
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three-dimensional real-time volume color-flow Doppler transthoracic echocardi-
ography: comparison with pulsed-wave Doppler and cardiac magnetic resonance
imaging. J Am Soc Echocardiogr 2012;25:56–65. heart The onset of pulmonary hypertension represents an adverse compli-
cation of MR and a resting peak pulmonary artery systolic pressure 129 Cardiac magnetic resonance imaging in primary MR demonstrate a consistent advantage using CMR.51 However, CMR
offers a unique ability to characterize the myocardium and try to un-
ravel the individual myocardial response to chronic MR and help iden-
tify those ‘more vulnerable’ to adverse remodelling. Histological
evaluation has shown fibrosis on biopsy and CMR techniques of late
gadolinium enhancement and T1 mapping allow detection of both ir-
reversible coarse replacement fibrosis and diffuse interstitial fibrosis,
independent of loading conditions (Supplementary data online, Table
S3). In a cross-sectional study of 35 asymptomatic patients with
moderate-severe MR and LVEF >60%, diffuse interstitial fibrosis as
measured by ECV above 30% was detected in approximately one-
third of subjects.52 Serial data are needed to determine whether this is
associated with decline in LV function or adverse remodelling after
surgery and results from on-going prospective studies may help.53
The implications of myocardial fibrosis in MR extends beyond ven-
tricular function. There is evidence suggesting that both LGE and dif-
fuse interstitial fibrosis visualized on T1 mapping can predispose to
complex ventricular arrhythmias and sudden cardiac death in primary
MR.54,55 Conflict of interest: none declared. Supplementary data Supplementary data are available at European Heart Journal - Cardiovascular
Imaging online. 18. Biner S, Rafique A, Rafii F, Tolstrup K, Noorani O, Shiota T et al. Reproducibility
of proximal isovelocity surface area, vena contracta, and regurgitant jet area for
assessment of mitral regurgitation severity. JACC Cardiovasc Imaging 2010;3:
235–43. Funding
This work was supported by a project grant from the British Heart
Foundation [PG/14/74/321056]. Funding
This work was supported by a project grant from the British Heart
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quantification of mitral regurgitation by three dimensional real time full volume
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556–66. 37. Nishimura RA, Otto CM, Bonow RO, Carabello BA, Erwin JP, Fleisher LA et al. 2017 AHA/ACC focused update of the 2014 AHA/ACC guideline for the man-
agement of patients with valvular heart disease. J Am Coll Cardiol 2017;70:252–89. 55. Bui AH, Roujol S, Foppa M, Kissinger KV, Goddu B, Hauser TH et al. Diffuse
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Synergistic Mindset Intervention in Competitive Situations
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1 1 1 March 27th, 2024 March 27th, 2024 Dear Dr. Veli-Matti Karhulahti: Dear Dr. Veli-Matti Karhulahti: Please find enclosed the revised version of our manuscript, Applying a Synergistic Mindsets
Intervention to an Esports Context (PCI Registered Reports #364) (word count = 24262). The
revised manuscript is 87 pages long and includes one table and four figures. We are grateful for the thoughtful comments received during Stage 2 of the review process. Your suggestions helped us to improve the overall quality and robustness of our project. We
are pleased to submit the revised Stage 2 version of our manuscript for your consideration. In
this revised version, all amended sections have been highlighted in green for easy
identification. Additionally, we have provided a detailed summary of deviations from the
original registration, ensuring transparency and clarity. We thank you again for considering our work. We look forward to hearing from you and
hope you will find this revision appropriate for acceptance in PCI Registered Reports. Sincerely yours, Gratefully,
Maciej Behnke
Daniël Lakens
Kate Petrova
Patrycja Chwiłkowska
Szymon Jęśko Białek
Maciej Kłoskowski
Wadim Krzyżaniak
Patryk Maciejewski
Lukasz D. Kaczmarek
Kacper Szymański
Jeremy P. Jamieson
James J. Gross Maciej Behnke Veli-Matti Karhulahti (Recommender) #1. As noted by LM, the results section could use some clarifications especially in
reporting the hypothesis tests. I personally prefer a structure that clearly reports “H1 =
outcome, H2 = outcome etc”, as it helps readers to easily locate and assess key findings. That's an option to consider. I also highly support IR’s request to add descriptives. Reply: We aligned the hypothesis with the results across the manuscript, including the
Presents Study, Analysis, Results and Design Table. We hope this clarification will help
readers find and evaluate critical findings. As we stated in the response to Reviewer 2 #2, we showed the descriptives (M, SD)
for the tested variables and all self-reports in Tables S4 and S5. Furthermore, we plan to
make all raw psychophysiological and video data from our study publicly available as an
open database, accompanied by an article that offers a detailed description of the dataset. Recognizing the dataset's considerable value and its potential for broad reuse in research, we 2 believe that a separate paper is warranted to describe and provide an overview of the
collected data fully. Changes in the manuscript: See Analysis section, line numbers 881 - 883. Results section,
line numbers 1005:1010, 1026:1037, and Table 1. Design Table. #2. Regarding the optimality of the created conditions and the limits they set to the
intervention, I agree with LM and IR that some further engagement with previous
related knowledge would make the discussion even more informative. E.g., to my
memory, already the first-ever doctoral dissertation on videogames (Elizabeth Ellen
Moulds, 1978) investigated arousal in the competitive gaming situation. It could be
useful to review the experimental literature of the past decades in detail to further
assess whether the stress response in the present study is unique or echo those in
previous studies involving similar conditions. Reply: In the updated version of the manuscript, we reviewed the findings from the relevant
literature in the discussion. hanges in the manuscript: See Discussion section, line numbers 1139 – 1168, 1245-12 #3. JK and IR point out some wordings in the discussion that should be rephrased. I
made similar notes and would also suggest removing the first three words of the phrase
“For this reason, we observed no effects..” (p. 47). Many other reasons could be too. Veli-Matti Karhulahti (Recommender) I
would also rethink some wordings in the last sentences: "However, we found the limited
impact of SMI on the performance outcomes and challenge/threat affective responses... In sum, we recommend the SMI as a prevention tool." Please reconsider the conclusion
of ‘limited impact’ for inferred no effects. As to the framing “we recommend the SMI”,
would it carry similar meaning if phrased “the findings lead us to recommend the
SMI”? I think it's a small but important difference. Reply: Thank you for these suggestions; we incorporated them into the manuscript. Changes in the manuscript: See Conclusion section, line numbers: 1303. #4. Please add the date July 5 2023 as the time of updating the randomisation plan. Reply: Added. ly: In the revised version of the paper, we explicitly clarified which findings support, do Reply: Added. Changes in the manuscript: See Supplementary Materials, line number 4874. #5. Last, I recommend stating all theoretical implications in the discussion, even if
briefly, as per the last column of the design table (Theory that could be shown wrong). They're already implicitly in the text, but being explicit would be preferred. They re already implicitly in the text, but being explicit would be preferred. In my experience, readers tend to draw their own theoretical inferences if they’re not
spelled out. You may also add a new results column to the design table; some Stage 2
RRs have it and it's often informative. If you wish to discuss any of the revisions before
the next (perhaps final) version, I can be contacted as usual. Reply: In the revised version of the paper, we explicitly clarified which findings support, do 3 3 not support, or are in contrast to the theoretical models. We also added a column with the
results. Changes in the manuscript: See Discussion section, line numbers 1105-1108,1182-1185,
1206-1207, and Table 1. Design Table. Lee Moore (Reviewer 1) I enjoyed reading this Stage 2 PCI registered report entitled 'Applying a synergistic
mindsets intervention to an esports context'. When reflecting on the criteria and key
issues to consider at Stage 2, I felt the authors did a great job with the manuscript. Indeed: • A direct url to the approved protocol was included. • The introduction was largely the same as the stage 1 manuscript with only mi
changes made and these were appropriate and transparently flagged. • The authors stayed true to their approved Stage 1 protocol and where they
deviated this was appropriate, clearly articulated, and well-justified (e.g.,
additional exploratory analyses). • Additional exploratory analyses were informative, justified, performed
appropriately, methodological sound, and clearly distinguished from the pre-
registered analyses. • The conclusions aligned to the preregistered aims/hypotheses and were
appropriate, evidence-based, and well-communicated. Reply: Thank you! Beyond these points, I just have a series of relatively minor suggestions that I believe
could help the authors improve the manuscript further: Beyond these points, I just have a series of relatively minor suggestions that I believe
could help the authors improve the manuscript further: #1. Remove (including stress) from the abstract, stress is a process, not an emotion
linked to negative affect (note: if the authors are referring to feeling stressed, the
wording should better reflect this). #1. Remove (including stress) from the abstract, stress is a process, not an emotion
linked to negative affect (note: if the authors are referring to feeling stressed, the
wording should better reflect this). Reply: Clarified. Reply: Clarified. Changes in the manuscript: See Abstract section, line number: 37-38. Changes in the manuscript: See Abstract section, line number: 37-38. #2. In the methods, it would be good to see a breakdown of gender/sex (i.e., proportion
of the sample that were male, female, etc.). I also felt more information could be added beyond stage 1 details relating to missing
data and outliers (e.g., stating the precise number linked to physiological variables). #2. In the methods, it would be good to see a breakdown of gender/sex (i.e., proportion
of the sample that were male, female, etc.). I also felt more information could be added beyond stage 1 details relating to missing
data and outliers (e.g., stating the precise number linked to physiological variables). Reply: As we only invited male gamers, we decided not to include a breakdown of
gender/sex. We provided additional details on how many participants completed each phase
of the study. Given the extensive volume of variables collected in this study (n=1752),
providing detailed information on missing data and outliers for each would be impractical. Therefore, we opted for a more streamlined approach by aggregating these details at the
apparatus level. Additionally, we provided the missing data for variables used in the analysis
(Table S6). 4 Changes in the manuscript: See Participants section, line numbers 270-272; Analysis Plan
section, line numbers 803 – 810; Supplementary Materials section, line number 4895. Changes in the manuscript: See Participants section, line numbers 270-272; Analysis Plan
section, line numbers 803 – 810; Supplementary Materials section, line number 4895. #3. Regarding the results, some proof-reading of the inferential statistics reported is
needed (e.g., page 44, paragraph 2), units should be included for relevant variables (e.g.,
bpm for HR), and the formatting of tables/figures should match the rest of the text (e.g.,
font style). I also found some of the wording tricky to interpret (e.g., a lack of increased
challenge cardiovascular reactivity [TPT reactivity), and the results were generally
relatively difficult to follow and link to the hypotheses noted on pages 12 and 13. I
would therefore recommend the authors reflect and consider how best to restructure
and rewrite the results section so it is as clear to the reader as possible. Reply: We have incorporated the suggestions from both the Reviewer and the Recommender. We aligned the hypothesis with the results across the manuscript, including the Presents
Study section, Analysis, Results, and Design Table. Changes in the manuscript: See Results section, line numbers 995 – 1010, 1027-1037. Changes in the manuscript: See Results section, line numbers 995 – 1010, 1027-1037. #4. The discussion would benefit from being more evidence-based and via the inclusion
of more relevant citations/references (e.g., page 48, paragraph 3; page 52, paragraph
2).In particular, I would like to see the authors expand on their discussion regarding the
post-intervention test not being high-pressured or stressful enough; what other factors
could they have manipulated beyond performance-contingent rewards (see Baumeister
and Showers [1986] for some suggestions like performance-contingent punishments,
social comparison and evaluation, ego relevance, etc.)? Relatedly, other key discussion
points could be elaborated upon (e.g., page 53, paragraph 2, lines 1206-1207). Finally,
the writing could be checked to ensure it remains formal and scientific throughout (e.g.,
avoid colluqualisms like 'don't'). Reply: We have incorporated the suggestions from both the Reviewer and the Recommender. In the revised version of the manuscript, we reviewed the findings from the relevant literature
in the discussion and included additional citations/references. Changes in the manuscript: See Discussion section, line numbers 1139 – 1168, 1245-1252. hanges in the manuscript: See Discussion section, line numbers 1139 – 1168, 1245-12 Reply: Clarified. We hope this clarification will help
readers evaluate the results. Furthermore, we did not adjust the fonts, as we do not know the
journal in which our work will be published. We will adjust the font according to the
guidelines of the chosen journal once it is confirmed. Ivan Ropovik (Reviewer 2) I understand that
fitting it into the manuscript may be difficult, but there is no reason not to include it in
the supplementary materials. I also cannot see the generated file with the analysis
outputs – a knitted html, pdf or something of that sort. Reply: We regret any confusion caused previously. The analysis outputs were initially placed
in the folder named "Mplus_code." To improve clarity and intuitiveness, we have renamed
this folder to "Mplus_analysis_code_and_outputs" in the updated version of our repository. We included descriptives for the study variables in the supplementary materials,
which, unfortunately, due to our shortcomings, the Reviewer did not find. We also apologize
for this inconvenience. The descriptives (M, SD) for the study variable are presented in
Tables S4 and S5. Additionally, we are in the process of making all raw psychophysiological and video
data from our study publicly available through an open database. This initiative will be
complemented by a detailed article dedicated to describing the dataset. Given the dataset's
substantial value and its potential applicability across various research questions, we are
committed to detailing it in a standalone paper rather than as supplementary material. This
forthcoming publication will offer an in-depth overview of the entire dataset collected during
our project, ensuring its maximum utility for future research. p
j
g
y
Finally, we reformatted our R script file into R markdown and generated a knitted
HTML file with the analysis outputs from R. #2. The introduction, rationale and stated hypotheses (where applicable) are the same
as the approved Stage 1 submission. The track changes document is not very clear but I
believe it is the case. As a sidenote, I think it okay not to track some low-level edits (like
changing to past tense) as it clutters the track changes document a lot. Reply: Thank you! Due to the lack of clarity of the tracked version, we also included the
marked version, which was much clearer. 3. The authors adhered precisely to the registered study procedures. Any unregistered
exploratory analyses are justified, methodologically sound, and informative. Yes, they
are, IMO. Of course there were several acknowledged deviations. To me, several of the
deviations are not really deviations _from the research plan_ at all. But okay, it is great
to see that the authors were really very diligent about disclosing any change. Ivan Ropovik (Reviewer 2) My review of the Stage II report is going to be way shorter than my review of the Stage
I report. That is because have done a great job making their research workflow very
open, accountably owning the minor mistakes, and being frank about the lack of clear
signal from the data in several respects. Due to the fact that the data do not support a
more straightforward stylized narrative, I think that the paper would have much
harder time in many mainstream journals that are rather “novelty-oriented”. In my
view, it is always very refreshing to see a study that reads like a report from a real
study. Now to the point of what should be the target of my comments: 5 #1. The data are able to test the authors’ proposed hypotheses (or answer the proposed
research question) by passing the approved outcome-neutral criteria. In my view, the
study is still informative, even though the situational context created to observe and test
the target effect did not turn out to be optimal. This should probably be assessed by a
substantive reviewer knowledgeable about gaming and affective responses, as it is
potentially a limiting factor. Yes, the fact that esports competition may not represent a
threat-type situation may be seen as logical, but only now, ex post. Although this aspect
has a foul taste of failure, I think it is equally worthy of being published. #1. The data are able to test the authors’ proposed hypotheses (or answer the proposed
research question) by passing the approved outcome-neutral criteria. In my view, the
study is still informative, even though the situational context created to observe and test
the target effect did not turn out to be optimal. This should probably be assessed by a
substantive reviewer knowledgeable about gaming and affective responses, as it is
potentially a limiting factor. Yes, the fact that esports competition may not represent a
threat-type situation may be seen as logical, but only now, ex post. Although this aspect
has a foul taste of failure, I think it is equally worthy of being published. In that respect, I think the reader of the study would benefit from seeing the
descriptives for the study variables to see how much limiting factor are these floor
effects. Please, in the revision, include a table with basic descriptives. Ivan Ropovik (Reviewer 2) I think
that the deviations had little chance to jeopardize the integrity of the RR. Reply: Thank you! Reply: Thank you! 6 4. The authors’ conclusions are justified given the evidence. The authors offer a
measured interpretation of the results, the narrative is not overblown. The discussion
would, however, benefit from taking more into account the constrains on generality
posed by the present design and tightening several too-much-generalizing claims
accordingly. 4. The authors’ conclusions are justified given the evidence. The authors offer a
measured interpretation of the results, the narrative is not overblown. The discussion
would, however, benefit from taking more into account the constrains on generality
posed by the present design and tightening several too-much-generalizing claims
accordingly. Reply: We toned down some of our claims in the discussion. We also supported our claims
with additional relevant citations/references. We hope that the revised version is a more
balanced and cautious interpretation of our findings. Changes in the manuscript: See Discussion section, line numbers: 1111, 1115, 1139-1168,
1303. #5. I now see that the authors refer to supplementary materials, I just cannot see them
on the osf repo. #5. I now see that the authors refer to supplementary materials, I just cannot see them
on the osf repo. Reply: We apologize for the misunderstanding. The supplementary materials were included
in the folder PCI_RR_Stage2, named PCI_RR_SMI_Esports_SuppMat_Stage2.docx. In the
updated version of the manuscript, we included a direct link to the supplementary materials to
avoid this inconvenience. Changes in the manuscript: See line number: 1315. Changes in the manuscript: See line number: 1315. #6. I tend to agree how the authors resolved unexpected situations with the pre-reg
deviations, except for the randomization schedule. Unequal groups would have induced
no causal bias whatsoever – only some drop in power if H0 is indeed false. But I agree
that the fix is an okay solution, albeit a one to a non-problem. Reply: Thank you for your understanding. #7. I do not see how the present data support the claim that SMI is a universal
prevention tool. #7. I do not see how the present data support the claim that SMI is a universal
prevention tool. Reply: We no longer refer to the SMI as the “universal” prevention tool. However, we
believe that our findings support recommending the SMI as a prevention tool (but not as a
performance-enhancing tool). We found some evidence that it can have important benefits
(e.g., changing one’s mindsets) and found no evidence that the SMI causes harm. Even small
changes resulting from SMI that harness these psychological adaptations may have
implications for broader applications to promote long-term mental health. Changes in the manuscript: See Discussion section, line numbers: 1115. #8. The model did not fit the data well. Even with very modest N and low magnitudes of
interrelationships, the formal test of the model, the chi-square test, had enough teeth to
reject the exact fit hypothesis. As you can see, the value of the chi^2 is almost 4 times as
large, which is not terrible, but it points to model-data deviations inconsistent with
purely random sampling variability. Also, the CFI is not reaching the (rather
benevolent) threshold preached by Hu & Bentler (1999). I would say that even the
approximate fit is mediocre at best. 7 Reply: Corrected. We included the Reviewer’s suggestions as the additional limitation of our
study. Changes in the manuscript: See Limitations section, line numbers 1282-1292. Jacob Keech (Reviewer 4) Well done to the authors for completing this study and submitting a well-written Stage
2 Registered Report. In my view, all necessary information has been adequately
described, the analyses have been competently conducted, and the manuscript is well
written. Reply: Thank you! I have three minor comments which I recommend addressing: #1. Double check the sentence structure for accuracy where the SMI abbreviation has
been used throughout. For example, a “the” is missing in this sentence: “we adapted
and validated SMI in real-world performance”. Reply: Corrected. Reply: Corrected. #2. For the measure of Situational Affect Regulation, is there any indication of validity
when using half of the items from the original scale? Reply: The validity of using half of the items from the original scale had not been tested
prior to our study. We reduced the number of items to minimize participants' burden and
maintain engagement, as it was only a manipulation check in our study. Leveraging the
extensive experience of our team members in measuring affect regulation, we (MB, KP, JG)
carefully selected the items to ensure they were representative of each factor. In the specific
context of our study, we determined that reducing the scale from 2 to 1 item per factor was a
pragmatic decision despite recognizing it as a less-than-ideal solution that may have
compromised the scale's reliability and validity to some extent. We clarified this issue. Changes in the manuscript: See Measures section, line number 653-654. #3. Line 2068: This phrase seems to overstep the results “that the SMI is the universal
prevention tool that is recommended.” The data suggest that the intervention may be
promising, but there is no evidence yet that it is effective for universal prevention. Reply: We toned down some narratives in the discussion, and we no longer refer to the SMI
as the “universal” prevention tool. Changes in the manuscript: See Discussion section, line number 1115.
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Genome wide comparison of Ethiopian Leishmania donovani strains reveals differences potentially related to parasite survival
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RESEARCH ARTICLE Genome wide comparison of Ethiopian
Leishmania donovani strains reveals
differences potentially related to parasite
survival Arie Zackay1¤, James A. Cotton2, Mandy Sanders2, Asrat Hailu3,
Abedelmajeed Nasereddin1, Alon Warburg1, Charles L. Jaffe1* Arie Zackay1¤, James A. Cotton2, Mandy Sanders2, Asrat Hailu3,
Abedelmajeed Nasereddin1, Alon Warburg1, Charles L. Jaffe1* 1 Dept Microbiology & Molecular Genetics, The Kuvin Center for the Study of Infectious & Tropical Diseases,
IMRIC, Hebrew University–Hadassah Medical School, Jerusalem, Israel, 2 Wellcome Trust Sanger Institute,
Wellcome Trust Genome Campus, Hinxton, United Kingdom, 3 Dept Microbiology, Immunology &
Parasitology, Addis Ababa University, Addis Ababa, Ethiopia 1 Dept Microbiology & Molecular Genetics, The Kuvin Center for the Study of Infectious & Tropical Diseases,
IMRIC, Hebrew University–Hadassah Medical School, Jerusalem, Israel, 2 Wellcome Trust Sanger Institute,
Wellcome Trust Genome Campus, Hinxton, United Kingdom, 3 Dept Microbiology, Immunology &
Parasitology, Addis Ababa University, Addis Ababa, Ethiopia a1111111111
a1111111111
a1111111111
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a1111111111 a1111111111
a1111111111
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a1111111111 ¤ Current address: Equinom Ltd., Givat Brenner, Israel
* cjaffe@cc.huji.ac.il ¤ Current address: Equinom Ltd., Givat Brenner, Israel
* cjaffe@cc.huji.ac.il ¤ Current address: Equinom Ltd., Givat Brenner, Israel
* cjaffe@cc.huji.ac.il OPEN ACCESS Leishmania donovani is the main cause of visceral leishmaniasis (VL) in East Africa. Differ-
ences between northern Ethiopia/Sudan (NE) and southern Ethiopia (SE) in ecology,
vectors, and patient sensitivity to drug treatment have been described, however the relation-
ship between differences in parasite genotype between these two foci and phenotype is
unknown. Whole genomic sequencing (WGS) was carried out for 41 L. donovani strains and
clones from VL and VL/HIV co-infected patients in NE (n = 28) and SE (n = 13). Chromo-
some aneuploidy was observed in all parasites examined with each isolate exhibiting a
unique karyotype. Differences in chromosome ploidy or karyotype were not correlated with
the geographic origin of the parasites. However, correlation between single nucleotide poly-
morphism (SNP) and geographic origin was seen for 38/41 isolates, separating the NE and
SE parasites into two large groups. SNP restricted to NE and SE groups were associated
with genes involved in viability and parasite resistance to drugs. Unique copy number varia-
tion (CNV) were also associated with NE and SE parasites, respectively. One striking exam-
ple is the folate transporter (FT) family genes (LdBPK_100390, LdBPK_100400 and
LdBPK_100410) on chromosome 10 that are single copy in all 13 SE isolates, but either
double copy or higher in 39/41 NE isolates (copy number 2–4). High copy number (= 4) was
also found for one Sudanese strain examined. This was confirmed by quantitative polymer-
ase chain reaction for LdBPK_100400, the L. donovani FT1 transporter homolog. Good cor-
relation (p = 0.005) between FT copy number and resistance to methotrexate (0.5 mg/ml
MTX) was also observed with the haploid SE strains examined showing higher viability than
the NE strains at this concentration. Our results emphasize the advantages of whole
genome analysis to shed light on vital parasite processes in Leishmania. Citation: Zackay A, Cotton JA, Sanders M, Hailu A,
Nasereddin A, Warburg A, et al. (2018) Genome
wide comparison of Ethiopian Leishmania
donovani strains reveals differences potentially
related to parasite survival. PLoS Genet 14(1):
e1007133. https://doi.org/10.1371/journal. pgen.1007133 Introduction Leishmania donovani, together with L. infantum, are the main causative agents of visceral leish-
maniasis (VL). The World Health Organization (WHO) estimates that this disease causes an
estimated 200,000 to 400,000 new VL cases worldwide, and >40,000 deaths yearly. The major-
ity of VL cases occur on the Indian subcontinent, Brazil, and East Africa with most cases in the
latter region found in Sudan, South Sudan and Ethiopia [1]. While treatment regimens for VL,
including combination therapy based on existing drugs, have improved safety and prognosis,
they are still suboptimal, and new drugs are urgently needed. High parasite resistance on the
Indian subcontinent to the pentavalent antimonial sodium stibogluconate (SSG) has led to its
discontinuation, however SSG is still part of the primary treatment regimen for VL in Ethiopia. The situation in Ethiopia is further complicated by the presence of AIDS, a leading cause of
adult illness and death in this country [2, 3]. Between 20–40% of VL patients are co-infected
with HIV and relapses, up to 50% at a year post-treatment, are frequently observed [2, 4]. Treatment following relapse normally utilizes alternative drugs like liposomal amphotericin B,
pentamidine and paromomycin. Paromomycin is an antibiotic recently approved to treat VL
in India and is in clinical trials in Africa [5]. Differences in the dose of paromomycin required
to treat VL patients from northern Ethiopia (NE) and Sudan, as compared to southern Ethio-
pia (SE) and Kenya have been reported [5, 6]. Interestingly, other differences in the ecology,
sand fly vectors and parasites have been described between NE and SE. Endemic regions of NE
are typically semi-arid, with commercial monoculture fields and scattered Acacia–Balanite for-
ests [7–9]. Phlebotomus orientalis is the primary vector in this region. On the other hand, trans-
mission in SE occurs in areas of savannah and forest where termite mounds abound; and
Phlebotomus martini and Phlebotomus celiae have been implicated as vectors [7, 8, 10, 11]. Molecular characterization including multilocus enzyme electrophoresis (MLEE), multilocus
microsatellite typing (MLMT), protein and DNA sequence analysis of individual genes, and
k26—PCR targeting the hydrophilic acylated surface protein B (HASPB) repeat region have
been used to characterize the L. donovani complex in East Africa [7, 12–15]. MLMT analysis
indicated that different genetic populations and subpopulations are present in NE and SE [13]. Whole genome sequence analysis of Ethiopian Leishmania donovani Competing interests: The authors have declared
that no competing interests exist. Author summary Approximately 200,000–400,000 new cases of visceral leishmaniasis (VL) occur annually
resulting in an estimated 40,000 deaths. Almost 90% of the reported cases are caused by
the Leishmania donovani occurring primarily in East Africa and the Indian subcontinent. Parasites in East Africa are more polymorphic than those isolated in other regions, and
differences in vectors, biotopes and patient response to drugs are found in Ethiopia. Large-scale whole genome sequence (WGS) analysis of L. donovani strains and clones iso-
lated from VL and HIV+-VL co-infected patients in Ethiopia was carried out. Single
nucleotide polymorphism (SNP) and gene copy number variation (CNV) analysis shows
genetic differences correlated with geographic regions in Ethiopia. These differences are
associated with distinct biological processes and molecular functions, and may be associ-
ated with genes involved in drug resistance and parasite survival. Editor: Joshua M. Akey, Princeton University,
UNITED STATES Editor: Joshua M. Akey, Princeton University,
UNITED STATES Received: October 28, 2016
Accepted: November 28, 2017
Published: January 9, 2018 Received: October 28, 2016
Accepted: November 28, 2017
Published: January 9, 2018 Copyright: © 2018 Zackay et al. This is an open
access article distributed under the terms of the
Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited. Data Availability Statement: All read data files are
available from the EMBL Nucleotide Sequence
Database (ENA) database (accession number
ERP016010). Funding: This study was funded by grant
OPPGH5336 from the Bill and Melinda Gates
Foundation (to CLJ, AH and AW). The funders had
no role in study design, data collection and
analysis, decision to publish, or preparation of the
manuscript. 1 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Aneuploidy Chromosome copy number was predicted based on whole chromosome median read coverage
as described in Material and Methods. The predicted values for each chromosome in the
patient isolates and their clones are given in Fig 1 and S2 Table. Normalized read depth,
showed that 68.5% of the chromosomes had a predicted chromosome (PCHR) copy number
of 2 ± 0.5, i.e. disomic, with smaller percentages showing higher copy numbers; i.e., trisomic
(3 ± 0.5) in 23.4%, tetrasomic (4 ± 0.5) in 6.7%, pentasomic (5 ± 0.5) in 1% and hexasomic
(6 ± 0.5) in 0.4%, similar to what was previously reported for Nepalese L. donovani strains
[16]. Several strains, mostly patient isolates and clones belonging to the SE population; show
intermediate ploidy (mixoploidy) for specific chromosomes, e.g. chromosomes 1, 6 and 23 (S2
Table), suggestive of parasite populations with mixed polysomic diversity, perhaps due to vari-
ation in chromosomal amplification between individual cells in culture. Differences in chro-
mosome aneuploidy between SE patient strain and its clones was not significant (unpaired two
samples student’s t-test, p = 0.2), suggesting that aneuploidy in the clonal population is not
due to selection of clones exhibiting different ploidy for identical chromosomes. On the other
hand, there is a significant difference in chromosome aneuploidy (unpaired two samples stu-
dent’s t-test, p = 0.028) when SE parasites, patient and clones, were compared to NE parasites,
patient and clones. Cluster analysis based on chromosome copy number provides insight on three levels: first,
that similarities and differences exist between all parasites examined; second, validation that
clones derived from the same patient strain are highly similar; and third, that differences in
chromosome copy are not correlated with the parasite geographic origin. Similar to earlier
studies [16, 19, 20, 25] where aneuploidy was examined in clinical isolates of Leishmania from
India and Nepal (L. donovani), in sand flies from Turkey (L. infantum), and in laboratory
strains (L. major, L. braziliensis, L. donovani, L. infantum, L. mexicana and L. panamensis); all
the Ethiopian L. donovani lines examined showed aneuploidy, and each has a different karyo-
type. Seven chromosomes (17, 25, 27, 30, 32, 34 and 36) were disomic in all lines examined, as
was chromosome 3 with the exception of one strain AM554. Four of these chromosomes (30,
32, 34 and 36) were used for normalization of average chromosome read coverage as described
by Rodgers et al [18]. Results WGS of 41 L. donovani parasites, both clones and isolates, from 15 Ethiopian patients was car-
ried out and analyzed (S1 Table). All 18 patient strains were isolated in the years 2009 and
2010 in NE (n = 9) or SE (n = 10). The parasites analyzed were isolated from spleens, bone
marrows and skin lesions. Five of the patients had AIDS at the time the parasites were isolated;
and in three cases, two strains obtained from different organs (either spleen and skin, or spleen
and bone marrow), were analyzed. None of the patients received treatment for VL prior to par-
asite isolation. A Sudanese strain, isolated in 1998, was also included in some analysis (S1
Table). Whole genome sequence analysis of Ethiopian Leishmania donovani analyzed by WGS. In this report 41 patient strains and clones from NE and SE are analyzed
and compared by WGS. This study provides insights into the population structure, and genetic
differences of parasites circulating in the distinct ecologies of Ethiopia. The evidence of geno-
mic variation between the two L. donovani populations (NE and SE) may provide an additional
insight about parasite virulence, development of drug resistance and give new directions for
new treatment strategies. Introduction Recent developments in whole genome sequencing (WGS) and computational analysis
allow the in-depth exploration and comparison of leishmanial genomes at a high level of reso- Recent developments in whole genome sequencing (WGS) and computational analysis
allow the in-depth exploration and comparison of leishmanial genomes at a high level of reso-
lution and accuracy [16–18]. Genomes of individual Leishmania species [18]; of L. infantum or
L. donovani strains in limited geographic regions of Turkey or India/Nepal respectively [16,
19, 20], and strains showing differences in drug resistance and tropism [16, 20–24] have been PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 2 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Whole genome sequence analysis of Ethiopian Leishmania donovani Chromosome copy number was compared using clones from several strains (AM560, n = 4;
GR356, n = 9; GR363sp, n = 3; GR363sk, n = 3; GR364sp, n = 3; GR383, n = 5). In one case
(GR364sk, n = 3) two clones and the original patient strain were examined. Validation of aneu-
ploidy similarities was carried out using clustering based on ploidy patterns taking into
account all 36 chromosomes. What is readily apparent, from both the heat map and dendro-
gram (Fig 1), that in most cases karyotypes of clones isolated from the same strain are highly
similar. For instance, the karyotypes of the five GR383 clones (I, II, X, XII and XIII) are almost
identical (unpaired student’s t-test, p > 0.73), and fall in a tight cluster. This is also seen for all
the clones of GR363sp, GR363sk, GR364sk and AM560, and 8/9 clones of GR356. Only two
clones, GR356/cl.I and GR364sk/cl.II, show karyotypes significantly different from their sister
lines or the patient strain from which they were derived, and fail to cluster with the former
(Fig 1). Interestingly, clone GR356/cl.1 groups with its sister lines based on SNP analysis (Figs
2 and 3), and exhibits a k26-PCR amplicon identical to the other NE strains (290 bp). Of note,
clone GR364sk/cl.II had a k26-PCR amplicon (450 bp) similar in size to SE strains, even
though it was derived from GR364sk, a NE strain with a 290 bp amplicon typical of the NE
region [7]. This strain was isolated from a HIV-VL patient, and the sister clone, GR364sk/cl.I
which is very similar to the patient strain also has a k26—PCR product of 290 bp. Clone
GR364sk/cl.II also groups with the SE strains by SNP analysis (Figs 2 and 3), but is distinct
from them suggesting that this patient might have had a mixed infection. Cluster analysis of the karyotype data doesn’t separate the SE and NE strains by geographic
region instead they are mixed together, interspersed among each other. Despite this, some dif-
ferences in chromosome copy number between the two populations are apparent. Chromo-
somes 13, 15, 16, 23, 28, and 31 show significantly higher average ploidy for SE strains
compared to NE strains, while chromosome 4 is the only chromosome where the NE strains
show a significantly higher average ploidy than the SE population (Table 1 and S2 Table). Aneuploidy Interestingly, disomy was also observed for five of these chromosomes,
17, 25, 30, 34 and 36, in all the 17 Indian and Nepalese L. donovani lines originally studied PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 3 / 26 Whole genome sequence analysis of Ethiopian Leishmania donovani Fig 1. Comparison of aneuploidy profiles of Leishmania donovani from northern and southern Ethiopia. Chromosome numbers are listed down the
right side of the heat map. Across the bottom the L. donovani isolates, clones and parental patient strains, analyzed are indicated. The dendrogram on
the top shows clusters of the strains and clones based on similarity of aneuploidy profiles and was generated by comparison of the Euclidean distances
between aneuploidy profiles among strains (R packages; stats, gplots). Bar under dendrogram indicates the parasite source: Red–southern Ethiopia and
Blue–northern Ethiopia. Insert: color key indicating ploidy of chromosomes in heat map. The minimum number of chromosomes, 2, is diploid. Green
indicates chromosomal copy number > 4 and pink 4. https://doi org/10 1371/journal pgen 1007133 g001 Fig 1. Comparison of aneuploidy profiles of Leishmania donovani from northern and southern Ethiopia. Chromosome numbers are listed down the
right side of the heat map. Across the bottom the L. donovani isolates, clones and parental patient strains, analyzed are indicated. The dendrogram on
the top shows clusters of the strains and clones based on similarity of aneuploidy profiles and was generated by comparison of the Euclidean distances
between aneuploidy profiles among strains (R packages; stats, gplots). Bar under dendrogram indicates the parasite source: Red–southern Ethiopia and
Blue–northern Ethiopia. Insert: color key indicating ploidy of chromosomes in heat map. The minimum number of chromosomes, 2, is diploid. Green
indicates chromosomal copy number > 4 and pink 4. https://doi.org/10.1371/journal.pgen.1007133.g001 [16], and in almost all 206 strains from the Indian subcontinent recently examined [20]. Sev-
eral other chromosomes (18, 19, 21 and 28) that were disomic in all the Indian and Nepalese
lines showed somewhat more diverse ploidy (2 to 3 copies) in the Ethiopian lines. Chromo-
some 31 was polysomic in all the lines used in this study. Even GR363sk/cl.I and GR363sk/cl. II, which showed the least aneuploidy of all the lines examined, were still trisomic for chromo-
some 31. Chromosome 31 is polysomic in every Old World Leishmania strain examined to
date [16, 19, 25]. PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 4 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 In
addition, we found that SE strains show a significantly higher average total chromosome somy
(2.52 ± 0.09) than the NE strains, (2.35 ± 0.06; paired t-test, p = 0.0016), perhaps indicating
that the SE strains tend towards higher polyploidy than the NE strains (S2 Table). Finally, parasites from different organs of three HIV-VL co-infected patients were exam-
ined. Parasites isolated from the skin or spleen of the same patient form separate groups, and
the karyotypes of parasites isolated from the respective sites show greater differences, in most
cases, than clones generated from the same site, either skin or spleen. GR364 spleen and skin
strains, with the exception of GR364sk/cl.II, form separate clusters (Fig 1). Overall these five
lines (skin–original patient strain and clone I, versus spleen—all three clones) show no signifi-
cant difference in chromosome ploidy distribution, i.e. karyotype. However, when each
GR364 spleen and skin chromosome was compared on an individual basis, 6 out of 36 chro-
mosomes (Ld4, 5, 8, 14, 20 and 31) show significant differences in ploidy (p = 0.0004, 0.04,
0.01, 0.05, 0.01 and 0.001, respectively). This probably accounts for the fact that the skin and
spleen strains form separate subgroups (Fig 1). Likewise, GR363sk and GR363sp taken from
the skin and spleen, respectively, of the same patient cluster in separate branches of the den-
drogram (Fig 1). Significant overall differences in ploidy between the GR363 skin and the
spleen clones (two tailed paired t-test, p = 0.0067) was observed. Interestingly, the spleen
clones from this patient demonstrate on average higher ploidy than the skin clones. Finally,
strains isolated from the spleen and bone marrow of one patient, LDS373sp and LDS373bm
respectively, also show different karyotypes (7/36 chromosomes differ), even though they clus-
ter together on the dendrogram. These parasites also show different k26—PCR fragment sizes,
gene CNV and SNP profiles. An overall difference in ploidy was found in chromosomes 1, 4,
6, 20 and 35 by the comparison of all spleen against skin clones. The differences in PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 5 / 26 Whole genome sequence analysis of Ethiopian Leishmania donovani Fig 2. Phylogentic tree and similarity analysis based on SNP. Panel A. Cluster analysis based on Euclidian dis
between SNP similarity profiles among all 41 NE (black bar under name) and SE (red bar under name) lines. PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Th
resulting phylogenetic tree describes the genetic diversity among Ethiopia isolates within the two main Leishma
populations. B. Comparison between SNP profiles of Leishmania donovani strains and clones from northern an
southern Ethiopia. Heat map allows visualization of similarities between all SNPs from SE and NE strains and c
Each colored square in the matrix indicates the percent SNP similarity for a strain/clone listed on the right com
to strain/clone listed along the bottom of the matrix. The heat map was generated with R packages; stats and gpl
green range indicates on identity level 70% and the pink < 70%. Darker green/pink point to higher or lower
identity, respectively. https://doi.org/10.1371/journal.pgen.1007133.g002 Fig 2. Phylogentic tree and similarity analysis based on SNP. Panel A. Cluster analysis based on Euclidian distance
between SNP similarity profiles among all 41 NE (black bar under name) and SE (red bar under name) lines. The
resulting phylogenetic tree describes the genetic diversity among Ethiopia isolates within the two main Leishmania
populations. B. Comparison between SNP profiles of Leishmania donovani strains and clones from northern and
southern Ethiopia. Heat map allows visualization of similarities between all SNPs from SE and NE strains and clones. Each colored square in the matrix indicates the percent SNP similarity for a strain/clone listed on the right compared
to strain/clone listed along the bottom of the matrix. The heat map was generated with R packages; stats and gplots. The
green range indicates on identity level 70% and the pink < 70%. Darker green/pink point to higher or lower
identity, respectively. https://doi.org/10.1371/journal.pgen.1007133.g002 https://doi.org/10.1371/journal.pgen.1007133.g002 6 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Whole genome sequence analysis of Ethiopian Leishmania donovani Fig 3. Principal component analysis (PCA) based on SNP of Leishmania donovani NE and SE lines. PCA analysis was
performed after pruning SNPs showing high linkage disequilibrium (LD). SNPs with LD>0.9 are not included. Panel A. PCA
of all 41 NE and SE lines. The two atypical SE parasites, AM422 and AM553, fall in eigenvectors 1 and 2 relatively far from
both populations (EV1 = 0.229 EV2 = -0.954 and EV1 = 0.945 EV2 = 0.265, respectively). Two NE parasites, GR364sk/cl.II and
the atypical LDS373bm, fall with the SE population. Despite the short distance between typical SE (red circles) and NE (black
circles) population, these two populations are physically well defined. Panel B. PCA of 39 NE and SE lines without atypical SE
strains. The typical SE population (red circles) is very homogenous and falls in a tight cluster unlike the NE population, which
is very heterogeneous but still distinct from the SE population. LDS373bm falls equidistance between the SE population and
LDS
b h i
l
d f
h
i
Li
GR
k/ l II
ill l
h
i h h SE
l i
(bl
k i l
Whole genome sequence analysis of Ethiopian Leishmania donovani Fig 3. Principal component analysis (PCA) based on SNP of Leishmania donovani NE and SE lines. PCA analysis was
performed after pruning SNPs showing high linkage disequilibrium (LD). SNPs with LD>0.9 are not included. Panel A. PCA
of all 41 NE and SE lines. The two atypical SE parasites, AM422 and AM553, fall in eigenvectors 1 and 2 relatively far from
both populations (EV1 = 0.229 EV2 = -0.954 and EV1 = 0.945 EV2 = 0.265, respectively). Two NE parasites, GR364sk/cl.II and
the atypical LDS373bm, fall with the SE population. Despite the short distance between typical SE (red circles) and NE (black
circles) population, these two populations are physically well defined. Panel B. PCA of 39 NE and SE lines without atypical SE
strains. The typical SE population (red circles) is very homogenous and falls in a tight cluster unlike the NE population, which
is very heterogeneous but still distinct from the SE population. LDS373bm falls equidistance between the SE population and
LDS373sp both isolated from the same patient. Line GR364sk/cl.II still clusters together with the SE population (black circle
on the middle of the SE cluster). Interestingly lines from spleen and skin taken from the same patients (GR363sp and sk; and
GR364 sp and sk) are clustered together and create a well-defined population. https://doi.org/10.1371/journal.pgen.1007133.g003 Fig 3. Principal component analysis (PCA) based on SNP of Leishmania donovani NE and SE lines. PCA analysis was
performed after pruning SNPs showing high linkage disequilibrium (LD). SNPs with LD>0.9 are not included. Panel A. PCA
of all 41 NE and SE lines. The two atypical SE parasites, AM422 and AM553, fall in eigenvectors 1 and 2 relatively far from
both populations (EV1 = 0.229 EV2 = -0.954 and EV1 = 0.945 EV2 = 0.265, respectively). Two NE parasites, GR364sk/cl.II and
the atypical LDS373bm, fall with the SE population. PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Single nucleotide polymorphism analysis SNP calling, compared to the L. donovani reference strain (BPK282A1), for each of the strains
and clones was carried out as described in material and methods. The two parasite popula-
tions, SE and NE, show significantly different number of SNPs on average, ~153K and ~168K
(p < 0.043) respectively, compared to the Indian reference strain (R). In addition, the percent-
age of homozygous and heterozygous SNPs within each geographic population (S3 Table), rep-
resented by a single alternate allele (A), show significant differences i.e., for the SE (mean
homozygous AA = 87.2% and heterozygous RA = 12.7%, respectively, p<0.05) and the NE
populations (mean homozygous AA = 83.3% and heterozygous RA = 16.6%, respectively,
p<0.05). The relationship between SE and NE strains and clones based on whole genome SNP
pair-wise analysis is shown in Fig 2. Each colored square in the matrix indicates the percent
SNP similarity for a strain/clone listed on the left compared to strain/clone listed along the bot-
tom of the matrix. Unlike the chromosomal aneuploidy profiles (Fig 1), SNP population analy-
sis divides the L. donovani population into large clades or groups based on geographical
distribution (Fig 2). This is easily seen both in the hierarchical cluster tree where SE and NE
parasites each form separate groups with clones from each strain showing highest similarity to
each other (Fig 2A) and the heat map (Fig 2B). The only exceptions are three atypical strains/
clones (AM422, AM553, and LDS373bm) which fall outside the main clades, and clone
GR364sk/cl.II, as mentioned above, which groups with the SE rather than the NE parasites. The two atypical SE strains; AM422 and AM553 fall closest to the NE clade, yet are distinct
from the NE strains. Interestingly, LDS373bm does not cluster with the spleen strain,
LDS373sp, isolated from the same patient, even though the karyotypes are similar. AM422,
AM553 and LDS373bm seem to have SNP profiles falling between the NE and SE populations. p
g
p p
Principal component analysis on the SNPs was also used to examine the population struc-
ture. SNPs showing high linkage disequilibrium were removed prior to analysis by SNP prun-
ing [26] (S4 Table). As can be seen in Fig 3A, two clusters or near-clades containing most the
NE (black circles) or SE (red circles) strains and clones are observed. Whole genome sequence analysis of Ethiopian Leishmania donovani Table 1. Average chromosome ploidy as a separator of the two Ethiopian parasite populations. Chromosome
SEmean
NEmean
SEmean/ NEmean
p-value
4
2.13
2.63
0.81
0.041
13
3.19
2.44
1.31
0.002
15
2.68
2.08
1.29
0.038
16
2.62
2.14
1.22
0.02
23
3.94
2.82
1.40
0.018
28
2.32
2.01
1.15
0.034
31
4.36
3.66
1.19
0.002
Where multiple clones exist for an individual isolate, the value used in calculating average chromosome ploidy is the median ploidy of the clones for that strain. Table 1. Average chromosome ploidy as a separator of the two Ethiopian parasite populations. vidual isolate, the value used in calculating average chromosome ploidy is the median ploidy of the clones for that strain. chromosome ploidy of strains isolated from different organs may result from clonal selection
of the parasites in the host due to specific selective pressures at the infection site. Despite the short distance between typical SE (red circles) and NE (black
circles) population, these two populations are physically well defined. Panel B. PCA of 39 NE and SE lines without atypical SE
strains. The typical SE population (red circles) is very homogenous and falls in a tight cluster unlike the NE population, which
is very heterogeneous but still distinct from the SE population. LDS373bm falls equidistance between the SE population and
LDS373sp both isolated from the same patient. Line GR364sk/cl.II still clusters together with the SE population (black circle
on the middle of the SE cluster). Interestingly lines from spleen and skin taken from the same patients (GR363sp and sk; and
GR364 sp and sk) are clustered together and create a well-defined population. Fig 3. Principal component analysis (PCA) based on SNP of Leishmania donovani NE and SE lines. PCA analysis was
performed after pruning SNPs showing high linkage disequilibrium (LD). SNPs with LD>0.9 are not included. Panel A. PCA
of all 41 NE and SE lines. The two atypical SE parasites, AM422 and AM553, fall in eigenvectors 1 and 2 relatively far from
both populations (EV1 = 0.229 EV2 = -0.954 and EV1 = 0.945 EV2 = 0.265, respectively). Two NE parasites, GR364sk/cl.II and
the atypical LDS373bm, fall with the SE population. Despite the short distance between typical SE (red circles) and NE (black
circles) population, these two populations are physically well defined. Panel B. PCA of 39 NE and SE lines without atypical SE
strains. The typical SE population (red circles) is very homogenous and falls in a tight cluster unlike the NE population, which
is very heterogeneous but still distinct from the SE population. LDS373bm falls equidistance between the SE population and
LDS373sp both isolated from the same patient. Line GR364sk/cl.II still clusters together with the SE population (black circle
on the middle of the SE cluster). Interestingly lines from spleen and skin taken from the same patients (GR363sp and sk; and
GR364 sp and sk) are clustered together and create a well-defined population. PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 7 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 https://doi.org/10.1371/journal.pgen.1007133.t001 Whole genome sequence analysis of Ethiopian Leishmania donovani however the NE strains show more diverse distribution with each strain and its clones forming
a separate cluster. LDS373bm no longer groups with the SE strains. SNPs in protein coding regions were examined, and SNPs unique to the SE and/or NE pop-
ulations identified. No significant difference in the percentage of synonymous, nonsynon-
ymous or nonsense mutations was found between SE and NE parasite populations: 47%,
52.6% and 0.4% versus 50.0%, 49.8% and 0.2%, respectively. Altogether 683 common genes
containing at least one SNP causing either a nonsynonymous or a nonsense mutation are pres-
ent in both NE and SE parasites. The remaining SNPs resulting in nonsynonymous or non-
sense mutations are only found in either SE (412 genes) or NE (595 genes) parasite
populations (S5 Table). As such, SNPs in these genes are unique markers for parasites in each
geographic region. Gene Ontology enrichment analysis of the “unique” SNP containing genes found in each
population indicates that the proteins are involved in different biological processes (S6 Table). A web based semantic cluster algorithm, REVIGO, was used to remove redundant GO terms
[27]. After removal of redundant GO terms the remaining terms were graphed as scatterplots
in two-dimensional space according to semantic similarity. Semantically similar GO terms
should remain close together in the plot, and size of the circle indicates the frequency of GO
term. Unique SNPs in NE parasites (Fig 4A and S7 Table) are associated with biological pro-
cesses such as tRNA aminoacylation for protein translation, glutamine family metabolism, reg-
ulation of transferase activity e.g. protein kinases, and phosphate ion transport, while those in
SE parasites are primarily associated with cation transmembrane transport, purine nucleoside
triphosphate and nucleobase metabolism and DNA conformation (Fig 4B). Similar differences
are also noted when the molecular functions of the genes with unique SNPs are analyzed. Unique SNPs in the NE population are concentrated mainly in genes involved in glutamine
family biosynthesis and metabolism, tRNA aminoacetylation, pyrimidine metabolism, and
cyclins involved in protein kinase regulation during cell division. On the other hand, unique
SNPs associated with the SE population are found in genes such as glutathione metabolism,
protein translation initiation and elongation factors, transport and oxidoreductase activity
(S5–S7 Tables). Several genes associated with the development of leishmanial drug resistance also contain
nonsynonymous SNPs and/or nonsense mutations. A unique SNP, only present in the NE
population, was identified in the aquaglyceroporin (LdBPK_310030)gene, a protein that plays
a role in trivalent antimony (SbIII) uptake, located on chromosome 31 [20]. This unique het-
erozygote nonsynonymous mutation g.7444A>T causes an amino acid exchange (Ser251Thr)
in TML-5 of aquaglyceroporin, and is only found in the NE population (S5 Table). The MRPA
gene (PGPA) encodes an ABC-thiol transporter (LdBPK_230290.1)that sequesters thiol-Sb
conjugates and is also involved in antimony resistance [28]. This gene contains several unique
nonsynonymous SNPs unique to the NE (four homozygote and one heterozygote), and SE
(two homozygote) populations (S5 Table). It is not clear how these unique SNPs affect trans-
porter function, as no difference in response to antimonial chemotherapy between L. donovani
isolates from NE and SE has been reported. Single nucleotide polymorphism analysis The two atypical SE
strains, AM422 and AM553, are outliers falling far outside both clusters (EV1 = 0.229, EV2 =
-0.954 and EV1 = 0.945 EV2 = 0.265 respectively), while the two atypical NE strains, GR364sk/
cl.II and LDS373bm, group together with the rest of the SE population confirming the results
shown in Fig 2. PCA was repeated excluding the two atypical SE strains to allow better separa-
tion of the remaining 39 isolates (Fig 3B). All the SE strains still group together in one dense
cluster that includes GR364sk/cl.II suggesting that these strains are more homogenous, PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 8 / 26 Whole genome sequence analysis of Ethiopian Leishmania donovani Fig 4. Scatterplots after reduction of semantic redundancy in enriched Gene Ontology (GO) terms for unique
SNP containing genes of northern and southern Leishmania donovani populations. Removal of redundant GO
terms was carried out using the web program REVIGO with C set at 0.7 [27]. Enriched GO terms are graphed in two-
dimensional semantic space with terms that semantically similar closer together. The semantic space units have no
intrinsic meaning. Enrichment p-values are shown by circle color as indicated in the key to the right of each panel,
while circle diameter indicates the frequency of the GO term i.e. general terms are larger. Numbers in each circle refer
to the GO terms listed in S7 Table. A. Northern Ethiopia (NE). Panel B. Southern Ethiopia (SE). https://doi org/10 1371/journal pgen 1007133 g004 https://doi.org/10.1371/journal.pgen.1007133.g004 https://doi.org/10.1371/journal.pgen.1007133.g004 in average CNV between the NE and SE populations was noted (Table 2). Sixty-two different
genes showed significant differences in CN between the SE and NE populations (S9 Table and
S1 Fig). In the SE strains, genes with an average CN < 1.5 are primarily found on chromo-
somes 10, 11, 12, 22, 27, 31, 34, and 36; and include the folate-biopterin transporters, ABC
transporters, ATP-binding cassette protein, D-lactate dehydrogenase, branched-chain amino
acid aminotransferase, amastin-like proteins, phosphoglycerate mutase, tartrate-sensitive acid
phosphatase, mitogen activated protein kinase homolog, as well as numerous uncharacterized
proteins. Genomic CNV of the atypical NE strains was very similar to that observed for the SE
strains. On the other hand, only one gene, an amastin-like protein (LdBPK_341700) on chro-
mosome 34, shows an average CN <1.5 in a majority of NE strains. Interestingly, low copy
number genes were more prevalent in the SE population with 84% of all strains and clones
exhibiting an average CN < 1.5 over all genes. Table 2. Summary of copy number variation (CNV) in each L. donovani strain. WHO Code
No. complete gene deletions (CNV = 0)
No. haploid genes (CNV = 1)
No. A summary of the absolute number of different genes showing CN6¼2 over all isolates examined in this study e.g., complete gene deletion (CN = 0), deletion of one
copy (CN = 1) or greater than two copies of a gene (CN>2). Isolates from southern Ethiopia (SE) have codes beginning with AMxxx, where xxx represents the strain
number. Isolates from northern Ethiopia (NE) have codes beginning with either GRxxx or LDSxxx, where xxx represents the strain number.
#Multiple clones exist for the same patient strain, and the value given represents the average number of genes showing gene copy number different from CN = 2. https://doi.org/10.1371/journal.pgen.1007133.t002 Gene copy number variation Comparative read coverage was examined for 41 SE and NE isolates using a sliding window
(5000 bp) in order to detect genomic copy number variation (CNV) as described in Material
and Methods. Chromosome somy was not taken into account at this stage. While both
increases, and decreases in CN were observed (S8 Table), increases in CN (>2) were more
prevalent occurring 83% of the time. In addition, a significant overall difference (p < 0.00001) PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 9 / 26 Whole genome sequence analysis of Ethiopian Leishmania donovani PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018
10 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 10 / 26 nt strain, and the value given represents the average number of genes showing gene copy number different from CN = 2. Whole genome sequence analysis of Ethiopian Leishmania donovani One striking difference between the NE and SE strains and clones is in the number of
folate/biopterin transporter (FBT) gene(s) on chromosome 10 (Table 3, S10 Table and S2 Fig). Leishmania are auxotrophs for folic acid, and 14 different members of FBT family have been
identified in L. infantum [29]. Several of these genes are known to play roles in parasite drug
resistance and viability. Eight of the 13 L. donovani FBT homologs are located on chromosome
10, of which 7/8 are present in a tandem array. This chromosome is disomic in most leishman-
ial strains examined to date [16, 18–20, 25]. Interestingly, three of the FBT genes present in
this tandem array on chromosome 10 (LdBPK_100390, LdBPK_100400 and LdBPK_100410)
show gene amplification in several NE (GR364sk, GR364sp and GR356) and Sudanese para-
sites (S10 Table). In addition, LdBPK_355160 on chromosome 35, an ortholog of L. infantum
biopterin transporter 1, also a member of the FBT family, is amplified in the NE strain GR383
(CN = 5), but not the other NE isolates. SE parasites exhibit the opposite trend for these three genes (LdBPK_100390,
LdBPK_100400 and LdBPK_100410)on chromosome 10 showing loss of heterozygosity in
eight, ten, and ten out of eleven SE strains, respectively (S10 Table). Loss of heterozygosity was
also observed for one additional FBT gene on chromosome 10 (LdBPK_100380) in the SE
strain AM553. Interestingly, two atypical NE strains, LDS373bm and GR364sk/cl.II, which
group with the SE strains by SNP analysis also show loss of heterozygosity for the same three
FBT genes on chromosome 10. The average haploid CN taking into account chromosome
somy for these three genes is 2.75 in the NE strains versus 1.05, 1.25 and 1.25 respectively in
the SE strains (Table 3). Genomic CN for LdBPK_100400 (L. infantum FT1 homologue) in the NE and SE leishman-
ial strains was also determined by qPCR (Fig 5) in 20 strains and clones using a novel dual
priming oligonucleotide system [30]. qPCR tended to give higher CNs for this gene than
found by computational analysis (cn.mops), however there was a good correlation overall
between FT1 CN based on computational estimation with cn.mops [31] and qPCR (ρ = 0.91). Strain LDS373bm also showed loss of heterozygosity by qPCR, similar to what was found
above by computational analysis. polyploidy genes
(CNV>2)
Average polyploidy
Average CNV
MHOM/ET/2009/AM421
0
19
19
3.31
2.16
MHOM/ET/2009/AM422
0
7
19
3.42
2.77
MHOM/ET/2010/AM546
0
18
20
3.15
2.13
MHOM/ET/2010/AM548
0
18
18
3.16
2.08
MHOM/ET/2010/AM551
0
17
25
3.12
2.26
MHOM/ET/2010/AM552
0
16
21
3.14
2.21
MHOM/ET/2010/AM553
0
4
24
3
2.71
MHOM/ET/2010/AM554
0
16
17
3.17
2.12
MHOM/ET/2010/AM560#
0
14
44
3.16
2.65
MHOM/ET/2010/AM563
0
19
53
3.3
2.71
MHOM/ET/2009/GR356#
0
2
31
3.1
3.01
MHOM/ET/2010/GR363sp#
0
4
5
3.8
2.62
MHOM/ET/2010/GR363sk#
0
3
5
3.8
2.74
MHOM/ET/2010/GR364sp#
0
4
22
3.32
2.96
MHOM/ET/2010/GR364sk#
0
7
34
3.31
2.95
MHOM/ET2010/GR379
0
3
16
3.25
2.90
MHOM/ET/2010/GR383#
0
5
74
4.51
4.23
MHOM/ET/2009/LDS373bm
2
10
158
3.04
2.88
MHOM/ET/2009/LDS373sp
0
2
18
3.38
3.15
MHOM/SD/1998/S3570
0
4
27
3.77
3.42 Table 2. Summary of copy number variation (CNV) in each L. donovani strain. PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 11 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Whole genome sequence analysis of Ethiopian Leishmania donovani Table 3. Haploid gene copy number variation in leishmania donovani from Northern and Southern Ethiopia. Gene Id
Annotation
Southern Ethiopia
Northern Ethiopia
CN§
Chr ploidy
CN
CN§
Chr ploidy
CN
LdBPK _080780; LdBPK _080790
Amastin-like protein
2.3
2.9
3.3
1.7
2.5
2.2
LdBPK _100390
Folate/biopterin transporter
1.2
2.1
1.3
2.7
2.0
2.8
LdBPK _100400; LdBPK _100410
Folate/biopterin transporter
1.0
2.1
1.0
2.7
2.0
2.8
LdBPK _191340; LdBPK _191350
Glycerol uptake protein
2.9
2.0
3.0
2
2.3
2.3
LdBPK _231050
Quinone oxidoreductase
3
4.5
6.7
2.0
3.0
3.0
LdBPK _231240
Hydrophilic acylated surface protein
2.8
4.5
6.2
2.0
3.0
3.0
LdBPK_271940
D-lactate dehydrogenase
1.1
2.0
1.1
2.0
2.0
2.0
LdBPK_271950
Branched-chain amino acid aminotransferase
1.1
2.0
1.1
2.0
2.0
2.0
LdBPK_282040
PUC
2.9
2.2
3.2
1.8
2.0
1.8
LdBPK _282050
Zinc transporter
2.9
2.2
3.2
1.8
2.0
1.8
LdBPK _291620; LdBPK _291630
Major facilitator superfamily
1.7
2.5
2.1
3.0
2.1
3.2
LdBPK _301630
Ferric reductase
2.3
2.0
2.3
3.2
2.0
3.2
LdBPK _303210
Mitosatin
3.5
2.0
3.5
2.0
2.0
2.0
LdBPK _303220
RNA binding protein
3.5
2.0
3.5
2.0
2.0
2.0
LdBPK _303230
3-hydroxy-3-methylglutaryl-CoA reductase
3.5
2.0
3.5
2.0
2.0
2.0
LdBPK _311470
PUC
1.1
4.4
2.5
2.0
3.8
3.8
LdBPK _311630
PUC
2.9
4.3
6.4
2.0
3.8
3.8
LdBPK _311640
Diphthine synthase-like protein
2.9
4.4
6.4
2.0
3.8
3.8
LdBPK _311650
PUC, DUF84
2.9
4.4
6.4
2.0
3.8
3.8
LdBPK _311660
3-ketoacyl-coa thiolase
2.9
4.4
6.4
2.0
3.8
3.8
LdBPK _311920
Mannosyltransferase
2.5
4.4
5.6
2.0
3.8
3.8
LdBPK _311930
Ubiquitin-fusion protein
2.5
4.4
5.6
2.0
3.8
3.8
LdBPK _341700
Amastin-like protein
2.5
2.0
2.5
1.4
2.0
1.4
LdBPK _342650; LdBPK_342660
Amastin-like protein
1.2
2.0
1.2
2.5
2.0
2.5
LdBPK _366740
Tartrate-sensitive acid phosphatase
1.2
2.0
1.2
2.0
2.0
2.0
LdBPK _366750
PUC
1.2
2.0
1.2
2.0
2.0
2.0
LdBPK _366760
Mitogen activated protein kinase
1.1
2.0
1.2
2.0
2.1
2.0 https://doi.org/10.1371/journal.pgen.1007133.t003 gene dosage may be correlated with differences in protein expression [18]. For instance, the
region on chromosome 10 containing LdBPK_100480, LdBPK_100510, LdBPK_100520 and
LdBPK_100521 encodes a Zn-binding protein whose function is unknown, two tandem copies
of gp63 and an uncharacterized protein, respectively (S8 and S9 Tables). This region is ampli-
fied (CN = 3) in 3/10 SE strains and one SE-like NE clone, GR364sk/cl.II that clusters by SNP
analysis with the SE strains. In addition, both methods show significant difference in FT1 CN between the SE and NE
populations. The mean FT1 CN for the two different methods and populations is as follows:
qPCR; SEmean = 0.79, NEmean = 2.44, p = 0.00034; cn.mops; SEmean = 1, NEmean = 2.6,
p = 0.00009 confirming the trend toward loss of heterozygosity in the SE and amplification in
the NE strains / clones examined. FT1 is the main transporter for folate. Resistance to methotrexate (MTX) is correlated with
reduced folate uptake [32, 33], and CN for this gene was reduced in some resistant parasites
[29, 34]. Therefore, the effect of MTX on the viability of eight SE and NE strains/clones that
vary in FT1 CN was examined (Fig 6). Several of the SE and NE strains examined also show
CNV for other FBT genes on chromosome 10 flanking FT1 (S10 Table). All of the SE strains/
clones tested are single copy for FT1 and are significantly less sensitive (6–30% growth inhibi-
tion) to MTX (0.5 mg/ml) than the NE strains/clones (42–78% growth inhibition), p = 0.005;
and a linear correlation (r2 = 0.937) between CN, for the genes demonstrating CNV on chro-
mosomes 10 (LdBPK_100380, LdBPK_100390, LdBPK_100400 and LdBPK_100410)and 35
(LdBPK_355160), and sensitivity to MTX was observed (Fig 6 and S11 Table). NE parasites are
significantly more sensitive (p = 0.02 to 0.0009) to inhibition by MTX over a wide range of
concentrations (33 to 900 μg/ml) when grown at limiting folate concentrations (S3 Fig). A
high correlation between FT1 CN and sensitivity to MTX was found (Pearson’s correlation
coefficient ρ = 0.85, p = 0.007). Plasticity in gene organization has been reported for several Leishmania species with the
number of gene copies varying between isolates from the same species [35–37] and changes in PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 12 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Whole genome sequence analysis of Ethiopian Leishmania donovani Fig 5. Comparison of folate transporter 1 (LdBPK_100400.1) genomic DNA copy number in northern and southern Ethiopian
Leishmania donovani strains by quantitative polymerase chain reaction (qPCR) and cn.mops (GCNV). L. donovani strains and
clones are shown on the x-axis, while estimated FT1 copy number is given on the y-axis. SE strains (n = 9, line under x-axis), and NE
(n = 9) and Sudanese (S3570) strains (dashed line under x-axis). https://doi org/10 1371/journal pgen 1007133 g005 Fig 5. Comparison of folate transporter 1 (LdBPK_100400.1) genomic DNA copy number in northern and southern Ethiopian
Leishmania donovani strains by quantitative polymerase chain reaction (qPCR) and cn.mops (GCNV). L. donovani strains and
clones are shown on the x-axis, while estimated FT1 copy number is given on the y-axis. SE strains (n = 9, line under x-axis), and NE
(n = 9) and Sudanese (S3570) strains (dashed line under x-axis). https://doi.org/10.1371/journal.pgen.1007133.g005 Fig 5. Comparison of folate transporter 1 (LdBPK_100400.1) genomic DNA copy number in northern and southern Ethiopian
Leishmania donovani strains by quantitative polymerase chain reaction (qPCR) and cn.mops (GCNV). L. donovani strains and
clones are shown on the x-axis, while estimated FT1 copy number is given on the y-axis. SE strains (n = 9, line under x-axis), and NE
(n = 9) and Sudanese (S3570) strains (dashed line under x-axis). https://doi.org/10.1371/journal.pgen.1007133.g005 on chromosome 23 has been associated with drug resistance in vitro [40, 41]. Part of this
region is also amplified in some wild-type strains [40, 41]. Deletions (CN = 1) or duplications
(CN = 4) of part of the H-region (9 kb) were seen in several SE and NE parasites, respectively. The deleted region was found in 3/10 SE strains and contains the genes coding for the ABC-
thiol transporter (MRPA) (LdBPK_230290), involved in resistance to antimony [42], and argi-
ninosuccinate synthase (LdBPK_230300), involved in arginine synthesis [43]. Interestingly a
similar region is amplified in 8 clones from 2 different NE patient strains, and contains the
genes coding for argininosuccinate synthase (LdBPK_230300), a putative uncharacterized pro-
tein (LdBPK_230270), the Terbinafine resistance locus protein (Yip1) (LdBPK_230280), and
the PTR1 gene (LdBPK_230310). These genes are present in the H-region and frequently
amplified in some drug resistant cell lines [44], however they were unchanged, diploid, in all
the other parasites belonging to NE and SE populations. All other strains are diploid for this region. Gp63 is a protease
involved in parasite virulence and survival [38, 39], and is frequently present on chromosome
10 in other species as a multicopy gene family e.g., L. infantum (LinJ.10.0490, 10.0500, 10.0510,
10.0520 and 10.0530) or L. major (LmjF. 10.0460, 10.0465, 10.0470 and 10.0480). Likewise, on
chromosome 19 there are two glycerol uptake proteins (LdBPK_191340 and LdBPK_191350)
that have an additional gene copy (CN = 3) in 9/10 SE strains and the SE-like clone (GR364sk/
cl.II). Interestingly, in other species these genes are part of a tandem multicopy gene family (L. infantum 7 genes, L. major 6 genes, L. braziliensis 8 genes) that may be involved in the remod-
eling of lipids on glycerol phosphoinositol lipid anchors. Amplification of the 48 kb H-region PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 13 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 This is similar to CN analysis of anti-
mony resistant and sensitive L. donovani strains from Nepal where amplification was not
observed for the H-region genes [16], even though MRPA, and in some cases the PTR1 gene,
were shown to be amplified in naturally resistant parasites examined by other techniques [45,
46]. Finally, CNV was also found in part of a 15.8 kb region located on chromosome 36 known
as the MAPK locus (LdBPK_366740, LdBPK_366750, LdBPK_366760 and LdBPK_366770). Amplification of this region was found in antimony resistant L. donovani from Nepal and on chromosome 23 has been associated with drug resistance in vitro [40, 41]. Part of this
region is also amplified in some wild-type strains [40, 41]. Deletions (CN = 1) or duplications
(CN = 4) of part of the H-region (9 kb) were seen in several SE and NE parasites, respectively. The deleted region was found in 3/10 SE strains and contains the genes coding for the ABC-
thiol transporter (MRPA) (LdBPK_230290), involved in resistance to antimony [42], and argi-
ninosuccinate synthase (LdBPK_230300), involved in arginine synthesis [43]. Interestingly a
similar region is amplified in 8 clones from 2 different NE patient strains, and contains the
genes coding for argininosuccinate synthase (LdBPK_230300), a putative uncharacterized pro-
tein (LdBPK_230270), the Terbinafine resistance locus protein (Yip1) (LdBPK_230280), and
the PTR1 gene (LdBPK_230310). These genes are present in the H-region and frequently
amplified in some drug resistant cell lines [44], however they were unchanged, diploid, in all
the other parasites belonging to NE and SE populations. This is similar to CN analysis of anti-
mony resistant and sensitive L. donovani strains from Nepal where amplification was not
observed for the H-region genes [16], even though MRPA, and in some cases the PTR1 gene,
were shown to be amplified in naturally resistant parasites examined by other techniques [45,
46]. Finally, CNV was also found in part of a 15.8 kb region located on chromosome 36 known
as the MAPK locus (LdBPK_366740, LdBPK_366750, LdBPK_366760 and LdBPK_366770). Amplification of this region was found in antimony resistant L. donovani from Nepal and PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 14 / 26 Discussion Genome wide sequencing (WGS) and analysis of pathogens has proven widely useful for inves-
tigations on molecular epidemiology and evolution; genotype—phenotype associations; identi-
fication of genes involved in various biological processes such as drug resistance and virulence;
as well as new targets for drug and vaccine development [16–18, 21, 48, 49]. Developments in
next generation sequencing over the last two decades have provided a relatively low cost, fast
pipeline for the exploration and comparison of Leishmania genomes. This study focused on
comparison and analysis of WGS data from a large number of L. donovani strains and clones
(n = 41) originating from fifteen VL patients in southern and northern Ethiopia. Previous
studies on population genetics using multilocus microsatellite typing (MLMT) or individual
gene sequences suggest that L. donovani is comprised of distinct populations associated with
specific geographic regions in East Africa [7, 15, 50], and that African parasites are in large
part distinct from those found on the Indian subcontinent [13, 17]. Differences have also been
documented in the parasites, sand fly vectors and host responses between these geographic
regions e.g., sensitivity of antigen based serodiagnostic assays [51], clinical response to paro-
momycin [6], incidence of PKDL [52, 53]. Our whole-genome sequence data confirms the
presence of two very different populations of L. donovani in the region, exemplified by an
absolute difference of ~15,000 SNPs between the NE and SE populations. These parasite popu-
lations likely arose due to unique evolutionary pressures associated with local sand fly species,
hosts, reservoirs, ecology, and other factors. A unique advantage of whole-genome data is that
it gives us a comprehensive catalog of genetic variation that could underpin these adaptations. When chromosome aneuploidy is analyzed, a picture appears suggesting great diversity
among the Ethiopian strains within each population. This picture is unlike that shown for the
Ethiopian reference strain LV9 where all 35 chromosomes, except for chromosome 31, were
disomic [18]. This reference strain was extensively passaged in numerous laboratories since
first isolated from a VL patient in 1967. Unlike the reference strain, all the isolates used in this
study were rapidly cryopreserved and only briefly cultured under identical conditions prior to
DNA purification for WGS, yet they still show unique, highly variable karyotypes compared to
strains from the same geographic population or strains isolated from different organs of an
identical patient. Whole genome sequence analysis of Ethiopian Leishmania donovani Whole genome sequence analysis of Ethiopian Leishmania donovani Fig 6. Folate transporter gene copy number is correlated with greater sensitivity to methotrexate. Effect of
Methotrexate on parasite growth (%Dead) was plotted as a function of the total gene copy number of folate
(LdBPK_100380; LdBPK_100390; LdBPK_100400 and LdBPK_100410) and biopterin transporters (LdBPK_355160)
showing variation on chromosomes 10 and 35, respectively (FT+BT). CN was predicted by cn.mops. %Dead—
percentage parasites killed following incubation with 0.5mg/ml methotrexate as described in Material and Methods. Average of n = 3 independent experiments ± s.e. Isolates from southern Ethiopia (SE) have codes beginning with AM. Isolates from northern Ethiopia (NE) have codes beginning with GR. https://doi org/10 1371/journal pgen 1007133 g006 Fig 6. Folate transporter gene copy number is correlated with greater sensitivity to methotrexate. Effect of
Methotrexate on parasite growth (%Dead) was plotted as a function of the total gene copy number of folate
(LdBPK_100380; LdBPK_100390; LdBPK_100400 and LdBPK_100410) and biopterin transporters (LdBPK_355160)
showing variation on chromosomes 10 and 35, respectively (FT+BT). CN was predicted by cn.mops. %Dead—
percentage parasites killed following incubation with 0.5mg/ml methotrexate as described in Material and Methods. Average of n = 3 independent experiments ± s.e. Isolates from southern Ethiopia (SE) have codes beginning with AM. Isolates from northern Ethiopia (NE) have codes beginning with GR. https://doi.org/10.1371/journal.pgen.1007133.g006 associated with higher gene dosage in drug resistant lines [16] [47]. Interestingly, CN of 3/4
genes found in this locus were significantly lower (p 0.5 x 10−7) in the SE and SE-like NE
strains/clones than the NE strains/clones (S8 and S12 Tables). No significant different in CNV
between the NE and SE parasites, CN = 2 in 40/41 strains and clones, was observed in the case
of the histidine secretory acid phosphatase (LDBPK_366770) which is considered part of the
MAPK-locus and amplified in antimony resistant parasites [16]. The only exception was seen
with the SE-like NE strain (LDS373bm) that show a complete deletion of LDBPK_366770, as
well as LDBPK_366780 (CN = 0). When haploid gene CN is calculated, taking into account both gene CNV and chromosome
ploidy, most of the differences between the NE and SE parasite populations (Table 3 and S13
Table) still remain even though chromosome polyploidy is statistically more common in SE
parasites. PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 15 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Whole genome sequence analysis of Ethiopian Leishmania donovani Similar to previous reports, chromosome 31 was supernumerary in all 41 Ethiopian strains
and clones studied. This appears to be a defining characteristic in all Leishmania species exam-
ined so far [16, 18, 19, 25, 55]. As genes involved in iron metabolism and related functions are
highly enriched on chromosome 31, it has been suggested the chromosome polyploidy arose
to expedite iron uptake, and that expression of Iron–Sulfur proteins that are important in oxi-
dation-reduction reactions, and synthesis of metabolites essential for parasite survival and
growth [55]. One interesting finding is that strains concurrently isolated from different organs of identi-
cal patients, in the two cases examined, have significantly different karyotypes. Thus, while
clones and/or parental strain from spleens of each patient clearly grouped together, they clus-
tered separately from clones originating from the skin of the same patient. While changes in
specific chromosome ploidy associated with parasite tropism were not identified, these results
suggest that the aneuploidy patterns observed are a result of parasite origin (spleen or skin),
and the differing conditions, perhaps temperature or host immune responses, to which the
parasite is exposed. SNP analysis, similar to MLMT [15], clearly shows that the Ethiopian L. donovani strains
group, in large part, into two main populations, NE and SE, delineated by geography rather
than clinical history (VL or HIV-VL co-infection; spleen or skin). Interestingly, the NE popu-
lation appears to be more polymorphic than the SE population (Figs 2 and 3), reflecting the
finding from MLMT data that inbreeding is higher for SE strains than NE strains [15]. In most
cases, clones generated from an individual strain (GR363sp/sk, GR364sp/sk, GR383, GR356,
AM560, etc), show more limited genetic polymorphism than that observed between strains,
generally clustering together regardless of the method used for analysis (chromosome aneu-
ploidy, SNPs or gene CNV). This was the case even when the patient strain(s) were isolated
from different organs, such as skin and spleen, of the same HIV-VL co-infected patient, show-
ing that the genotypes present in visceral organs can spread systemically in immunosuppressed
patients to the skin where they get transmitted to sand flies. Only in one case, GR364sk/cl.II,
did a cloned line fail to cluster with other clones generated from the patient strain. Instead,
this clone grouped with SE strains both by SNP and CNV analysis. Discussion This indicates that chromosome aneuploidy, unlike SNPs, cannot be used to
map leishmanial population genetics. Interestingly, MLMT analysis of L. donovani strains
from Libo Kemkem, a previously non-endemic region in NE where an outbreak of VL
occurred in 2004–2005, also demonstrated high genetic diversity among parasites isolated
from patients, including a unique genetic group that shared several alleles with strains from SE
[50]. Leishmania chromosome ploidy in individual cells can change rapidly in response to envi-
ronmental conditions, even routine culture, resulting in mosaic aneuploidy [54], however in
this study individual clones generated from patient strains generally showed similar karyotypes
clustering together, and when examined, were highly similar to the parental patient isolate. These results suggest that the average karyotype for each strain is relatively stable i.e., mini-
mally affected by culturing and/or cloning prior to DNA extraction. Downing et al [16] also
reported that chromosome aneuploidy was stable in culture for 17 Nepalese L. donovani strains
even though they also showed diverse karyotypes. This suggests that the karyotypes observed
for the parasites in this study are probably very similar to the original patient isolate, assuming
changes don’t take place upon differentiation from intracellular amastigote to extracellular
promastigote. However, this can only be confirmed by direct measurement of aneuploidy in
parasites taken directly from patients without prior culturing, something not currently
possible. 16 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 Ethics statement This study was conducted according to the Helsinki declaration, and was reviewed and
approved by the Institutional Review Board (IRB), Medical Faculty, Addis Ababa University. Written informed consent was obtained from each adult study participant. Cloning Eight patient strains were cloned prior to DNA extraction for WGS. The cloning procedure
was carried out essentially as described [61]. Parasites origin and patient pathology For this work 18 L. donovani strains isolated from 15 patients with VL in Ethiopia during the
years 2009–2010 were selected for WGS (S1 Table). The selection was based on three criteria:
1) geographical origin (northern or southern Ethiopia); 2) Patient’s pathology such as HIV/VL
co-infection versus VL; and 3) source of parasites, skin versus spleen. Parasites were cultivated
in M199 medium with supplements and rapidly frozen [7]. Additional Ethiopian (GR373 [7])
and Sudanese (LEMS3570, kindly provided by Prof. Patrick Bastein, National Reference Cen-
ter of Leishmania, University Hospital Centre of Montpellier, France) strains were included in
analysis of FT1 copy number, and are also listed in S1 Table. All parasites used in this study
were characterized by ITS1 -, cpb—and k26—PCR ([7] and S4 Fig). Whole genome sequence analysis of Ethiopian Leishmania donovani these parasites and see if they form a separate genetic group. AM422 and AM553, both isolated
in SE, fell outside the main NE and SE populations when SNPs were analyzed by two methods
(Figs 2 and 3). Neither of these isolates was from patients co-infected with HIV. AM422
showed a k26 PCR amplicon typical of NE strains (290 bp) and originated in the Omo valley
near the border with South Sudan, while AM553 had a unique k26 amplicon (360 bp). The
unique SNP profiles for these two isolates suggest that additional genotypes are circulating in
SE, perhaps a result of the more varied ecology in this region. Gene CNV analysis also identifies differences that are typical of each geographic parasite
population, NE and SE. Candidate genes that can be attributed to essential biological processes
like drug resistance, virulence and parasite viability demonstrate differential CN among SE
and NE strains and clones. While it is not clear which environmental and host factors resulted
in the selective amplification of different genes in the NE and SE populations, many of them
are essential genes important for parasite survival. Amplification or deletion of specific genes
may give the parasites a growth advantage in the sand fly vector or human host. In the NE par-
asites, there are three times more copies of folate/biopterin transporter (FBT) genes on chro-
mosome 10. Leishmania are folic acid auxotrophs, and LDBPK_100400 is a homologue to the
Leishmania infantum FT1 transporter that was defined as the main folate transporter in this
Leishmania species. It is also known that FT1 transporter expression is upregulated in log
phase of promastigote stage [34, 44], the stage found in sand fly midgut. Therefore, increased
folate concentration in sand fly midgut may result in better parasite growth in the vector and
provide the parasite with a better chance for survival and infection. While contamination dur-
ing cloning can’t be ruled out, parasites isolated from HIV co-infected patients have been
shown to be more polymorphic than those isolated from patients with VL, and differences fol-
lowing patient treatment have been noted [56–58]. The chromosome karyotype and SNPs for
this clone are distinct from all the SE strains suggesting that contamination, if it occurred, did
not take place during generation of the cloned line. SNP analysis, similar to MLMT [15], clearly shows that the Ethiopian L. donovani strains
group, in large part, into two main populations, NE and SE, delineated by geography rather
than clinical history (VL or HIV-VL co-infection; spleen or skin). Interestingly, the NE popu-
lation appears to be more polymorphic than the SE population (Figs 2 and 3), reflecting the
finding from MLMT data that inbreeding is higher for SE strains than NE strains [15]. In most
cases, clones generated from an individual strain (GR363sp/sk, GR364sp/sk, GR383, GR356,
AM560
)
h
li
i d
i
l
hi
h
h
b
d b
i SNP analysis also identified three strains, AM422, AM553 and LDS373bm, that didn’t fall,
as expected, together with their respective geographic genotypes, SE and NE. LDS373bm and
LDS373sp were isolated in parallel from different organs, bone marrow and spleen respec-
tively, of the same HIV co-infected patient. The latter parasite (sp) is genetically similar to
other parasite strains belonging to the NE population, while the former (bm) belongs to
another genotype. These parasites are also different by k26 PCR typing of the HASP B repeat
region [7]. This patient was apparently infected by at least two genotypes, with the genotype
present in the bone marrow perhaps less virulent and only surviving in immune suppressed
hosts. While several reports using MLMT, multilocus sequence typing and kDNA RFLP show
that HIV-VL patients can be sequentially infected with genetically different parasites [58–60],
to our knowledge this is the first time that an HIV-VL patient was shown to be simultaneously
infected with two genetically different parasites. The amplicon (290 bp) seen for LDS373sp
was typical of most NE strains examined (37/41), while for LDS373bm it was larger (410 bp),
and observed in 4/41 NE strains, all HIV-VL co-infected patients. WGS of other parasites
exhibiting the 410 bp amplicon was not carried out. It would be interesting to analyze more of PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 17 / 26 Whole genome sequence analysis of Ethiopian Leishmania donovani Genomic DNA was sheared into 400–600-base pair fragments by focused ultrasonication
(Covaris Adaptive Focused Acoustics technology (AFA Inc., Woburn, USA)) and standard
Illumina libraries were prepared. 100 base pair paired end reads were generated on the HiSeq
2000 v3 according to the manufacturer’s standard sequencing protocol [62]. Raw sequence
data was deposited in the European Nucleotide Archive with the accession number
ERP016010. Sequence reads were mapped against the reference genome Leishmania donova-
ni_21Apr2011 [16] using SMALT (version 0.7.4 https://sourceforge.net/projects/smalt/) to
produce bam files. SMALT was used to index the reference using a kmer size of 13 and a step
size of 2 (-k 13 -s 2) and the reads aligned. Reads were mapped if they had an identity of at
least 90% to the reference genome and mapped uniquely to the genome. Reads in pairs were
mapped independently, and marked as properly paired if they mapped in the correct orienta-
tion no more than 1.5 kb apart. PCR duplicate reads were identified using Picard v1.92(1464)
and flagged as duplicates in the bam files. Prediction of chromosome aneuploidy Aneuploidy was predicted based on whole chromosome median read coverage. For the nor-
malization of median read coverage over all 36 chromosomes for a given strain, the average
median coverage of four stable diploid chromosomes (chromosome 30, 32, 34 and 36) was cal-
culated and taken as the mean read coverage for a diploid chromosome (DCmean). These four
chromosomes have been previously shown to be diploid in almost all L. donovani isolates
examined, and have been used for prediction of chromosome copy number [18, 20]. The pre-
dicted chromosome copy number is calculated as the fold change compared to DCmean. This
prediction was applied to all 41 L. donovani sequences over 36 chromosomes, and saved in a
4136 chromosome copy number matrix. We used R (version 3.1.3) [63] to evaluate of similari-
ties and differences between strains and clones, and their chromosome aneuploidy patterns
and computed a heat map over the chromosome copy number matrix with R heatmap.2()
function from the gplots (version 2.17.0) R package. The numerical data for the creation of the
heat map (Fig 1) is given in the supporting information (S2 Table). Median chromosome
ploidy was used to compare average ploidy between NE and SE strains in Table 1. For isolates
with multiple clones, average chromosome ploidy was calculated by determining the median
somy of all the clones from an individual strain separately for each of the 36 chromosomes (S2
Table). Next generation sequencing and sequence analysis DNA was purified from Leishmania promastigotes that were harvested in their stationary
growth stage in ~20ml M199 medium. DNA extraction was carried out as described by [7] PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 18 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 SNP analysis For the identification of population typical SNPs a procedure was implemented based on SNP
and indel calling with the Genome Analysis Toolkit (GATK version 3.1) [64], VCFtools (ver-
sion 0.1.12b) [65] and a custom R script based on Bioconductor packages (www.bioconductor. org) (Release (3.2)). The parameters for the first filtering procedure with GATK were set as fol-
lows: Emission confidence threshold > 10, Calling confidence threshold >50, read-
depth > 500. A calculation of level of similarity between all 41 samples based on SNP profiles
was computed with VCFtools, and processed with R based procedures into a similarity matrix. Finally, this matrix was visualized with heatmap.2() function from the gplots R package. Princi-
pal component analysis (PCA) following pruning of SNPs with high linkage disequilibrium
was run using the Bioconductor package SNPRelate [26]. For the creation of unique SE or NE
SNP profiles, only SNPs that were identified in >4 or >7 of the SE or NE clones and strains,
respectively, were taken for final analysis. This protocol created a consensus SNP profile for
each parasite population, as repetition of SNPs in more than 1/3 of the strains and clones for For the identification of population typical SNPs a procedure was implemented based on SNP
and indel calling with the Genome Analysis Toolkit (GATK version 3.1) [64], VCFtools (ver-
sion 0.1.12b) [65] and a custom R script based on Bioconductor packages (www.bioconductor. org) (Release (3.2)). The parameters for the first filtering procedure with GATK were set as fol-
lows: Emission confidence threshold > 10, Calling confidence threshold >50, read-
depth > 500. A calculation of level of similarity between all 41 samples based on SNP profiles
was computed with VCFtools, and processed with R based procedures into a similarity matrix. Finally, this matrix was visualized with heatmap.2() function from the gplots R package. Princi-
pal component analysis (PCA) following pruning of SNPs with high linkage disequilibrium For the identification of population typical SNPs a procedure was implemented based on SNP
and indel calling with the Genome Analysis Toolkit (GATK version 3.1) [64], VCFtools (ver-
sion 0.1.12b) [65] and a custom R script based on Bioconductor packages (www.bioconductor. org) (Release (3.2)). The parameters for the first filtering procedure with GATK were set as fol-
lows: Emission confidence threshold > 10, Calling confidence threshold >50, read- depth > 500. Whole genome sequence analysis of Ethiopian Leishmania donovani each population supported the accuracy of SNP calling and served as an additional quality con-
trol step. As a final step, unique SNP profiles were detected with VCFtool for each population. Unique SNPs present in coding regions that affect protein translation, namely non-synonymous
or nonsense mutation(s) that change the amino acid or cause a stop codon were identified by a
self-implemented R procedure based on Bioconductor packages. The mean absolute number of
SNPs was compared between the SE and NE parasite populations, as well as to the Indian refer-
ence strain. Mean absolute SNPs for an individual patient isolate was calculated by averaging
the SNPs from all clones of the respective strain. Variation in the number of SNPs between
clones of an individual isolate was small, and % standard error varied from = 0.34–6.0 x 10−3,
except for GR364sk (% s.e. = 0.064) when the atypical clone GR364sk/cl.II was included. In the
absence of the atypical clone the % s.e. = 0.001. Drug sensitivity Parasites 2 x 106 / ml were added in triplicate to 96-well plates and incubated with 0.5 mg/ml
MTX (Sigma catalog number M8407) and in non-drug treated medium in final volume of
200 μl for 66 hours at 26˚C. AlamarBlue (25 μl/well; AbD Serotec) was added and the viability
was measured after four hours (λex = 544; λem = 590; Fluroscan Ascent FL, Thermo) [67]. The
percentage of killing was calculated as the fraction of fluorescence level of MTX treated wells
compared to the non-drug treated wells. Prediction of gene copy number variation The detection of copy number variations (CNV) and aberrations was done using the R- bio-
conductor [66] (www.bioconductor.org) package cn.mops (version 1.16.1) (Copy Number
estimation by a Mixture Of PoissonS). cn.mops detected copy number variation as the normal-
ized read depth variation at a certain genomic position over all 41 strains and clones. For that
cn.mops calculated the read count matrices across all BAM files. For this analysis, the genomic
window length was set to 5 Kbp and used as a sliding window for the prediction of genomic
CNV. Therefore, a genomic position of certain strain or clone is considered as one with
"CNV" if it shows a significant change in normalized read depth (> or < two i.e., diploidy) in
a window length of 5 Kbp compared to other strains or clones at the same given genomic posi-
tion. Further analysis genomic CNV that is localized in coding regions was carried out. SNP analysis A calculation of level of similarity between all 41 samples based on SNP profiles
was computed with VCFtools, and processed with R based procedures into a similarity matrix. Finally, this matrix was visualized with heatmap.2() function from the gplots R package. Princi-
pal component analysis (PCA) following pruning of SNPs with high linkage disequilibrium
was run using the Bioconductor package SNPRelate [26]. For the creation of unique SE or NE
SNP profiles, only SNPs that were identified in >4 or >7 of the SE or NE clones and strains,
respectively, were taken for final analysis. This protocol created a consensus SNP profile for
each parasite population, as repetition of SNPs in more than 1/3 of the strains and clones for PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 19 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 S4 Fig. Characterization of Leishmania donovani strain LEMS3570 from Sudan by ITS1 -,
cpb—and k26 –PCR. Don–L. donovani reference strain MHOM/SD/1962/1S Sudan cl2;
Inf–L. infantum reference strain MHOM/TN/1980/IPT1; 3570 –LEMS3570.
(TIF) S4 Fig. Characterization of Leishmania donovani strain LEMS3570 from Sudan by ITS1 -,
cpb—and k26 –PCR. Don–L. donovani reference strain MHOM/SD/1962/1S Sudan cl2;
Inf–L. infantum reference strain MHOM/TN/1980/IPT1; 3570 –LEMS3570. (TIF) Whole genome sequence analysis of Ethiopian Leishmania donovani 95˚C. HRM PCR and analysis were performed using a Rotor-Gene 6000 real-time PCR
analyzer (Corbett Life Science, Australia). All reactions were carried out in duplicate and a
negative-control reaction without parasite DNA was included in each experiment. For the cal-
culation of the FT1 relative copy number (CNrel) the threshold (Ct) for all FT1 amplified sam-
ples were compared with their corresponding alpha-tubulin amplified samples as followed:
CNrel = 2Ct(alphatubulin)-Ct(FT1). The CNrel was further normalized based on the mean of the six
lowest predicted relative CN. The mean value was considered as GCN = 1. S2 Fig. Folate/biopterin transporter genes on chromosomes 10 and 35 showing regional
differences in Copy Number Variation (CNV) associated with southern and northern Ethi-
opian L. donovani parasites.
(T
) S2 Fig. Folate/biopterin transporter genes on chromosomes 10 and 35 showing regional
differences in Copy Number Variation (CNV) associated with southern and northern Ethi-
opian L. donovani parasites. (TIF) S2 Fig. Folate/biopterin transporter genes on chromosomes 10 and 35 showing regional
differences in Copy Number Variation (CNV) associated with southern and northern Ethi-
opian L. donovani parasites. (TIF) S3 Fig. Growth inhibition of Leishmania donovani promastigotes from northern and
southern Ethiopia by methotrexate as a function of folate concentration in the culture
medium. A crosshatch titration on two parasite clones (SE—AM560/cl.IV and NE–GR383/cl. XIII) is shown below. Parasites were cultured in medium containing increasing concentrations
of folic acid (FA) from 0 to 28.5 μg/ml (x-axis). To each of the culture conditions, increasing
concentrations of methotrexate (MTX) from 0 to 1800 μg/ml (y-axis) was added, and parasite
growth measured after 70 hours. The measurement of live promastigotes was carried out with
alamarBlue1 assay as described by Shimony and Jaffe [67]. (TIF) Supporting information S1 Fig. Coding regions on chromosomes showing copy number variation for individual
northern and southern Ethiopian Leishmania donovani strains. Genes that are not diploid
are indicated by symbols. (TIF) Quantitation of folate transporter 1 (FT1) gene copies by qPCR The polycistronic folate/biopterin transporters (FT) on chromosome 10 have high DNA
sequence similarity [29]. FT1 (LDBPK_100400) dual priming oligonucleotides (FT1-DPO)
were used to specifically evaluate genomic CN for this gene by qPCR. FT1-DPO primers, for-
ward FT1-DPO 5’-CGCCAGAACCCGAAGCCTGIIIIIGCACTGG-3’ and reverse FT1-DPO
5’-GTTCATCACAGTCGCGATGAGTIIIIIAATCATTATG-3’, were designed to include a
polydeoxyinosine linker (IIIII) [30] that allows the specific primer annealing to the LDBPK_10
0400 (FT1 ortholog) gene, and not to the other LD FT homologues. Specificity of the FT1-
DPO PCR product was confirmed by cloning and sequencing of the amplicon. The L. dono-
vani housekeeping gene alpha-tubulin was used for normalization. The qPCR conditions were
the same for both FT1-DPO and housekeeping genes, and was carried out as follows: DNA
(~10–20 ng) or no DNA control was added to HRM PCR Kit reaction mix (10 μl, QIAGEN
GmbH, Germany) containing the FT1—DPO primers (1 μM each final concentration), and
ultra-pure PCR-grade water (final volume 25 μl/PCR). Amplification conditions were as fol-
lows: 3 min denaturation at 95˚C, followed by 40 cycles of denaturation 1 s at 95˚C; annealing
20 s at 55˚C; and extension 1 s at 65˚C. HRM Ramping was carried out at 0.2˚C/s from 65 to PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
January 9, 2018 20 / 26 S1 Table. Strains used in this study.
(DOCX) S2 Table. A. Chromosome ploidy of the Leishmania donovani parasites analyzed by whole
genome sequencing and used to compare strains from northern (NE) and southern (SE) Ethio-
pia. B. Chromosome ploidy of each strain and clone analyzed by whole genome sequencing. (XLSX) S3 Table. A. Absolute number of SNPs in Ethiopian Leishmania donovani strains analyzed by
whole genome sequencing. B. Absolute number of SNPs in each Ethiopian Leishmania dono-
vani strain and clone analyzed by whole genome sequencing. (XLSX) S3 Table. A. Absolute number of SNPs in Ethiopian Leishmania donovani strains analyzed by
whole genome sequencing. B. Absolute number of SNPs in each Ethiopian Leishmania dono-
vani strain and clone analyzed by whole genome sequencing. (XLSX) S3 Table. A. Absolute number of SNPs in Ethiopian Leishmania donovani strains analyzed by
whole genome sequencing. B. Absolute number of SNPs in each Ethiopian Leishmania dono-
vani strain and clone analyzed by whole genome sequencing. (XLSX) S4 Table. Data from PCA analysis of SNPs in 41 Ethiopian Leishmania donovani isolates. (DOCX) Whole genome sequence analysis of Ethiopian Leishmania donovani S6 Table. Gene ontology enrichment in Leishmania donovani from Ethiopia based on
SNPs unique to northern and southern parasite populations. (XLSX)
S7 Table. REVIGO analysis of GO ontology terms for unique SNPs in northern and south-
ern Ethiopian Leishmania donovani populations. (XLSX)
S8 Table. Copy number variation of genes in northern and southern Ethiopian Leishmania
donovani. (XLSX)
S9 Table. Summary of genes showing differences in copy number variation between north-
ern or southern Ethiopian Leishmania donovani populations. (XLSX)
S10 Table. Predicted copy number variation of genes belonging to the folate/biopterin
transporter family in Ethiopian Leishmania donovani strains. (DOCX)
S11 Table. Folate transporter gene copy number is correlated with greater sensitivity to
Methotrexate. (DOCX)
S12 Table. Copy number variation (CNV) in the MAPK locus among SE and NE strain and
clones. (DOCX)
S13 Table. Haploid gene copy number variation in southern and northern Ethiopian Leish-
mania donovani populations. (XLS) S11 Table. Folate transporter gene copy number is correlated with greater sensitivity to
Methotrexate. (DOCX) S12 Table. Copy number variation (CNV) in the MAPK locus among SE and NE strain and
clones. (DOCX) S13 Table. Haploid gene copy number variation in southern and northern Ethiopian Leish-
mania donovani populations. (XLS) S4 Table. Data from PCA analysis of SNPs in 41 Ethiopian Leishmania donovani isolates
(DOCX) S4 Table. Data from PCA analysis of SNPs in 41 Ethiopian Leishmania donovani isolates. (DOCX) S5 Table. List of SNPs causing nonsynonymous and nonsense mutations that are unique
for northern or southern Ethiopian Leishmania donovani populations. (XLS) S5 Table. List of SNPs causing nonsynonymous and nonsense mutations that are unique
for northern or southern Ethiopian Leishmania donovani populations. (XLS) 21 / 26 PLOS Genetics | https://doi.org/10.1371/journal.pgen.1007133
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delmajeed Nasereddin, Alon Warburg, Charles L. Jaffe. Data curation: Arie Zackay, James A. Cotton, Mandy Sanders, Charles L. Jaffe. Formal analysis: Arie Zackay, James A. Cotton. Funding acquisition: Asrat Hailu, Alon Warburg, Charles L. Jaffe. Investigation: Arie Zackay, Mandy Sanders, Charles L. Jaffe. Methodology: Arie Zackay, Charles L. Jaffe. Project administration: Charles L. Jaffe. Resources: Asrat Hailu, Abedelmajeed Nasereddin, Charles L. Jaffe. Software: Arie Zackay, James A. Cotton, Mandy Sanders. Supervision: Charles L. Jaffe. Writing – original draft: Arie Zackay, Charles L. Jaffe. Writing – review & editing: Arie Zackay, James A. Cotton, Mandy Sanders, Asrat Hailu, Abe-
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Primer pairs, PCR conditions, and peptide nucleic acid clamps affect fungal diversity assessment from plant root tissues
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To cite this version: Chloé Viotti, Michel Chalot, Peter G. Kennedy, François Maillard, Sylvain Santoni, et al.. Primer
pairs, PCR conditions, and peptide nucleic acid clamps affect fungal diversity assessment from plant
root tissues. Experimental Mycology, 2024, 15 (2), pp.255-271. 10.1080/21501203.2023.2301003. hal-04438059v2 Primer pairs, PCR conditions, and peptide nucleic acid
clamps affect fungal diversity assessment from plant root
tissues clamps affect fungal diversity assessment from plant root
tissues
Chloé Viotti, Michel Chalot, Peter G. Kennedy, François Maillard, Sylvain
Santoni, Damien Blaudez, Coralie Bertheau tissues
Chloé Viotti, Michel Chalot, Peter G. Kennedy, François Maillard, Sylvain
Santoni, Damien Blaudez, Coralie Bertheau Viotti, Michel Chalot, Peter G. Kennedy, François Maillard, Sylvain
Santoni, Damien Blaudez, Coralie Bertheau An International Journal on Fungal Biology ISSN: (Print) (Online) Journal homepage: www.tandfonline.com/journals/tmyc20 ISSN: (Print) (Online) Journal homepage: www.tandfonline.com/journals/tmyc20 HAL Id: hal-04438059
https://hal.univ-lorraine.fr/hal-04438059v2
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lished or not. The documents may come from
teaching and research institutions in France or
abroad, or from public or private research centers. Distributed under a Creative Commons Attribution - ShareAlike 4.0 International License Distributed under a Creative Commons Attribution - ShareAlike 4.0 International Licen Mycology An International Journal on Fungal Biology Primer pairs, PCR conditions, and peptide nucleic
acid clamps affect fungal diversity assessment
from plant root tissues Chloé Viotti, Michel Chalot, Peter G. Kennedy, François Maillard, Sylvain
Santoni, Damien Blaudez & Coralie Bertheau ABSTRACT ARTICLE HISTORY
Received 6 October 2023
Accepted 27 December 2023
KEYWORDS
ITS2; fungi; annealing
temperature;
metabarcoding;
high-throughput
sequencing; blocking
primers; Urtica dioica ARTICLE HISTORY
Received 6 October 2023
Accepted 27 December 2023 High-throughput sequencing has become a prominent tool to assess plant-associated microbial
diversity. Still, some technical challenges remain in characterising these communities, notably due
to plant and fungal DNA co-amplification. Fungal-specific primers, Peptide Nucleic Acid (PNA)
clamps, or adjusting PCR conditions are approaches to limit plant DNA contamination. However,
a systematic comparison of these factors and their interactions, which could limit plant DNA
contamination in the study of plant mycobiota, is still lacking. Here, three primers targeting the
ITS2 region were evaluated alone or in combination with PNA clamps both on nettle (Urtica dioica)
root DNA and a mock community. PNA clamps did not improve the richness or diversity of the
fungal communities but increased the number of fungal reads. Among the tested factors, the most
significant was the primer pair. Specifically, the 5.8S-Fun/ITS4-Fun pair exhibited a higher OTU
richness but fewer fungal reads. Our study demonstrates that the choice of primers is critical for
limiting plant and fungal DNA co-amplification. PNA clamps increase the number of fungal reads
when ITS2 is targeted but do not result in higher fungal diversity recovery at high sequencing
depth. At lower read depths, PNA clamps might enhance microbial diversity quantification for
primer pairs lacking fungal specificity. CONTACT Coralie Bertheau
coralie.bertheau-rossel@univ-fcomte.fr
Université de Franche-Comté, CNRS, Chrono-environnement, Montbéliard
F-25200, France
Supplemental data for this article can be accessed online at https://doi.org/10.1080/21501203.2023.2301003.
© 2024 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use,
distribution, and reproduction in any medium, provided the original work is properly cited. The terms on which this article has been published allow the posting of the Accepted
Manuscript in a repository by the author(s) or with their consent. Chloé Viottia, Michel Chalota,b, Peter G. Kennedyc, François Maillardc, Sylvain Santonid, Damien Blaudeze
and Coralie Bertheaua Peter G. Kennedyc, François Maillardc, Sylvain Santonid, Damien Blaudeze aCNRS, Chrono-environnement, Université de Franche-Comté, Montbéliard, France; bFaculté des Sciences et Technologies, Université de
Lorraine, Nancy, France; cDepartment of Plant & Microbiology, University of Minnesota, St. Paul, MN, USA; dAGAP Institut, Univ Montpellier,
CIRAD, INRAE, Institut Agro, Montpellier, France; eUniversité de Lorraine, CNRS, LIEC, Nancy, France Université de Franche-Comté, CNRS, Chrono-environnement, Montbéliard Primer pairs, PCR conditions, and peptide nucleic acid clamps affect fungal
diversity assessment from plant root tissues Chloé Viottia, Michel Chalota,b, Peter G. Kennedyc, François Maillardc, Sylvain Santonid, Damien Blaudeze
and Coralie Bertheaua Chloé Viottia, Michel Chalota,b, Peter G. Kennedyc, François Maillardc, Sylvain Santonid, Dam
and Coralie Bertheaua Chloé Viotti, Michel Chalot, Peter G. Kennedy, François Maillard, Sylvain
Santoni, Damien Blaudez & Coralie Bertheau To cite this article: Chloé Viotti, Michel Chalot, Peter G. Kennedy, François Maillard, Sylvain
Santoni, Damien Blaudez & Coralie Bertheau (2024) Primer pairs, PCR conditions, and peptide
nucleic acid clamps affect fungal diversity assessment from plant root tissues, Mycology, 15:2,
255-271, DOI: 10.1080/21501203.2023.2301003 To link to this article: https://doi.org/10.1080/21501203.2023.2301003 © 2024 The Author(s). Published by Informa
UK Limited, trading as Taylor & Francis
Group. View supplementary material
Published online: 04 Feb 2024. Submit your article to this journal
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https://www.tandfonline.com/action/journalInformation?journalCode=tmyc20 MYCOLOGY
2024, VOL. 15, NO. 2, 255–271
https://doi.org/10.1080/21501203.2023.2301003 1. Introduction Several primers have been designed to amplify
ITS2 subregions exclusively belonging to the fungal
kingdom (i.e. fungal-specific primers). However, most
widely used fungal-specific primers also amplified
DNA from other eukaryotes such as plants, for exam
ple, fITS7/ITS4, gITS7/ITS4, or 5.8Fun/ITS4-Fun
(Ihrmark et al. 2012; Lindahl et al. 2013; Taylor et al. 2016; Koyama et al. 2019; Ricks et al. 2019; Botnen
et al. 2020; Li et al. 2020; Chen et al. 2022). and have subsequently been used for fungi (Cregger
et al. 2018; Taerum et al. 2020). Most notably, Taerum
et al. (2020) showed that PNA clamps reduced plant
reads while increasing the number of fungal reads and
associated diversity. Although some studies conducted
on plant tissues have combined fungal-specific primers
with ITS PNA clamps (i.e. ITS3/ITS4; 5.8S-Fun/ITS4-Fun;
fITS7/ITS4; ITS1/ITS2) (Hamonts et al. 2018; Sun et al. 2020; Do et al. 2021; Lee and Hawkes 2021), to our
knowledge, no studies have addressed which fungal
taxa are affected when the ITS2 region is amplified. Moreover, it has been shown that blocking oligos can
change fungal relative abundances and co-inhibit cer
tain species with universal primers when sequencing
arthropods (Piñol et al. 2015). Consequently, there is
currently no consensus on the most appropriate PCR
protocol for preferentially amplifying fungi over plants. Yet, in the study of fungal diversity within plant roots,
the selection of primers, Ta, and PNA clamps is pivotal for
achieving this aim, and there is a notable absence of
a systematic comparison regarding the impact and
interplay of these technical elements. When working on environmental samples, it is
recommended to combine primers with degenerate
positions (Ihrmark et al. 2012) and a lower annealing
temperature (Ta) than typically recommended
(Bellemain et al. 2010) to improve the taxonomic
coverage and facilitate amplification (Toju et al. 2012; Brown et al. 2018). Since amplification efficiency
and specificity depend on the Ta (Yu and Wu 2011), Ta
can be adjusted to limit the plant-fungal DNA co-
amplification. Moreover, some rare ITS variants may
be amplified only at a high Ta (Schmidt et al. 2013). However, increasing Ta can significantly reduce the
yield of products (Rychlik et al. 1990) and the diversity
recovered (Schmidt et al. 2013). Since the optimal Ta is
often only determined based on electrophoresis agar
ose gel analysis (Terashima et al. 2002; Green et al. 2004; Banos et al. 1. Introduction from environmental samples (Nilsson et al. 2019;
Baldrian et al. 2021). Yet, HTS applied to fungal com
munities associated with plants is challenging, given
that plant DNA can contaminate the sequencing
results. For example, amplicons deriving from plant
DNA have been found to be dominant in many meta
barcoding studies exploring the plant mycobiota
(Almario et al. 2017; Fabiańska et al. 2019). As plant-
fungal DNA co-amplification can significantly reduce
the sequencing depth, this might lead to an under
estimation of the plant-associated fungal diversity
(Mayer et al. 2021). New techniques such as host-
associated microbiome PCR, aim to co-amplify micro
bial markers and host genes to determine microbial
load and community composition by adjusting the
host: microbe ratio (Lundberg et al. 2021). Fungi are ubiquitous microorganisms that play
a number of critical ecological roles in ecosystems
(Peay et al. 2016; Dighton 2018). Notably, many fungal
species across diverse lineages interact with and grow
in close association with cultivated and wild plants
(Nguyen et al. 2016; Zeilinger et al. 2016). Fungi are
frequently found both around and within plant tissues,
particularly in roots, as part of the root microbiome
(Trivedi et al. 2020), and are involved in both plant
nutrient acquisition and resistance to pathogens
(Smith and Read 2010; Waqas et al. 2015; Diagne
et al. 2020). Thus, there has been a growing interest
in characterising the diversity and composition of
plant-associated fungal communities over recent dec
ades (Trivedi et al. 2020; Bollmann-Giolai et al. 2022). High-throughput amplicon sequencing (HTS), also
called metabarcoding, has emerged as a powerful
tool for analysing complex microbial communities The ribosomal internal transcribed spacer (ITS)
region is considered the primary fungal DNA barcode
(500–700 bases) (Schoch et al. 2012). The ITS region Published online 04 Feb 2024 C. VIOTTI ET AL. 56 256 comprises ITS1 and ITS2, two highly variable spacers
linked by the 5.8S gene. The ITS1 and ITS2 subregions
are more commonly targeted (250–400 bases) com
pared with the entire ITS region being too long for
metabarcoding with Illumina Miseq sequencing,
which remains the most widely used HTS sequencing
platform (Schoch et al. 2012; Tedersoo et al. 2015). Nevertheless, the ITS2 region generates less taxo
nomic bias than the ITS1 due to lower length variation
with universal primer sites and has been proposed as
a better alternative to ITS1 in the characterisation of
fungal communities (Yang et al. 2018; Nilsson et al. 2019). 2.1. Sample collection and DNA extraction In 2021, root samples from six adjacent stinging nettle
(U. dioica) individuals were collected in Etobon
(Bourgogne-Franche-Comté, France). Fine roots were
first washed with tap water, followed by three baths of
sterile distilled water, and an ultrasonic bath for 20 min
to remove the soil attached to the roots. Samples were
stored at −20 °C until analysis. Roots from an axenic
in vitro stinging nettle from Rovaniemi (Luke, Finland)
were also collected and processed identically. Total DNA
was extracted from 50 mg of roots using the DNeasy
PowerSoil kit (Qiagen, Venlo, The Netherlands) following
the manufacturer’s instructions. Three extractions were
performed on the same pool of roots and then com
bined for both environmental and in vitro roots. DNA
from all samples was quantified with a Qubit® dsDNA HS
Assay Kit (Invitrogen, Carlsbad, CA, USA). Additionally,
a synthetic fungal mock community SynMock, (Palmer
et al. 2018) comprising 12 ITS constructs was used as
control, either alone or in combination with different
ratios of in vitro stinging nettle to fungal mock DNA (i.e. 50:50 and 80:20). 1. Introduction 2018), but were also found to
align with the ITS sequence of the herbaceous plant
Urtica dioica, as extracted from the NCBI database. A two-step PCR was performed to prepare sequencing
libraries. PCR1 was designed to achieve amplification of
the target regions and to add Illumina Nextera trans
posase sequence to the amplicons. Both forward and
reverse primers were amended with frameshift
sequences (FS), after the Illumina Nextera transposase
sequence, to improve sequence diversity and overall
read quality (Caporaso et al. 2011). PCR1 was per
formed in triplicates for each sample. The reaction
mixture (20 µL final volume) consisted of 4 µL of 5×
Phusion Green High-Fidelity reaction buffer, 0.4 µL of
10 mmol dNTPs, 0.8 µL of each 10 μmol primers, 0.4 µL
of
Phusion
High-Fidelity
DNA
Polymerase
(ThermoFisher Scientific, Illkirch, France) and 10 ng of
DNA template. The following cycling parameters were
then used for amplification: An initial denaturation
stage at 98 °C for 30 s; 35 cycles of denaturation at
98 °C for 15 s, annealing at 57 °C and 68 °C (fITS7 and
gITS7) or 63 °C (5.8S-Fun) for 30 s, extension at 72 °C for
30 s, and a final extension at 72 °C for 10 min. For the
PCR mix with PNA, 0.8 μL of 10 μmol PNA was added. PCR conditions were the same as before, except an
additional step at 78 °C for 30 s was included before
the primer annealing step. The quality of the PCR1
products was verified through electrophoresis on 1%
agarose gels. Purification of PCR1 amplicons was
achieved using Agencourt AMPure XP beads
(Beckman Coulter, Chaska, MN, USA) at a bead-to-
DNA ratio of 1:1. In PCR2 (Illumina dual indexing PCR),
each cleaned PCR1 product within the same sample
received a unique combination of forward and reverse
primers (respectively, N7 and S5 Illumina dual index et al. 2012) (abbreviated thereafter fITS7 and gITS7,
respectively) and 5.8S-Fun/ITS4-Fun (Taylor et al. 2016) (abbreviated thereafter 5.8S-Fun) (Table 1). Although, the clamps used in this study were designed
to target the plant 5.8S nuclear RNA gene of Populus
species (Cregger et al. 2018), but were also found to
align with the ITS sequence of the herbaceous plant
Urtica dioica, as extracted from the NCBI database. A two-step PCR was performed to prepare sequencing
libraries. 1. Introduction PCR1 was designed to achieve amplification of
the target regions and to add Illumina Nextera trans
posase sequence to the amplicons. Both forward and
reverse primers were amended with frameshift
sequences (FS), after the Illumina Nextera transposase
sequence, to improve sequence diversity and overall
read quality (Caporaso et al. 2011). PCR1 was per
formed in triplicates for each sample. The reaction
mixture (20 µL final volume) consisted of 4 µL of 5×
Phusion Green High-Fidelity reaction buffer, 0.4 µL of
10 mmol dNTPs, 0.8 µL of each 10 μmol primers, 0.4 µL
of
Phusion
High-Fidelity
DNA
Polymerase
(ThermoFisher Scientific, Illkirch, France) and 10 ng of
DNA template. The following cycling parameters were
then used for amplification: An initial denaturation
stage at 98 °C for 30 s; 35 cycles of denaturation at
98 °C for 15 s, annealing at 57 °C and 68 °C (fITS7 and
gITS7) or 63 °C (5.8S-Fun) for 30 s, extension at 72 °C for
30 s, and a final extension at 72 °C for 10 min. For the
PCR mix with PNA, 0.8 μL of 10 μmol PNA was added. PCR conditions were the same as before, except an
additional step at 78 °C for 30 s was included before
the primer annealing step. The quality of the PCR1
products was verified through electrophoresis on 1%
agarose gels. Purification of PCR1 amplicons was
achieved using Agencourt AMPure XP beads
(Beckman Coulter, Chaska, MN, USA) at a bead-to-
DNA ratio of 1:1. In PCR2 (Illumina dual indexing PCR),
each cleaned PCR1 product within the same sample
received a unique combination of forward and reverse
primers (respectively, N7 and S5 Illumina dual index mock community was made from ITS-like fragments
of different lengths and used as a control (Castaño
et al. 2020) to assess both the influence of primers and
PNA clamps, and to test the efficiency of plant DNA
exclusion (Gohl et al. 2016; Pauvert et al. 2019). 1. Introduction 2018), the specific taxa impacted by
varying Ta are therefore not described. This study aims to evaluate the combined effects of
primer pairs, associated Ta, and PNA clamps in deter
mining the fungal community diversity and composi
tion associated with plant roots. The plant used in this
study is stinging nettle, Urtica dioica (L.). Although this
plant grows in a wide range of habitats (Taylor 2009)
and has raised scientific and commercial interests
(Viotti et al. 2022), limited information is available on
its associated microorganisms. Here, three primer
pairs used in the literature were studied i) fITS7/ITS4,
which is fungi-specific, ii) gITS7/ITS4, a universal pri
mer pair amplifying fungi, plants, and protists, and iii)
5.8S-Fun/ITS4-Fun which is designed to be fungi-
specific and to generate longer amplicons than the
two other primer pairs (Taylor et al. 2016). The influ
ence of a higher Ta (i.e. equal to the melting tempera
ture of the primers) compared to the commonly used
one was investigated for each primer pair, as well as
the addition of PNA. Variations in relative abundance,
OTU richness, and diversity indices of nettle root fun
gal communities were evaluated under various con
ditions of Ta, PNA clamp use, and primer pair choice. The fungal taxa impacted by changes in PCR condi
tions were also identified. Finally, primer pairs and
PNA clamps were evaluated using a synthetic mock
community SynMock (Palmer et al. 2018) either alone
or with varying ratios of plant to fungal DNA. The Regardless of fungal primer pairs and PCR conditions,
peptide nucleic acid (PNA) clamps have also been
described as an efficient approach to discriminate fungal
DNA from plant DNA (Giangacomo et al. 2021). These
clamps are synthetic oligomers that bind to host-
derived DNA and block its amplification during PCR
(Lundberg et al. 2013; Fitzpatrick et al. 2018). PNA
clamps were initially designed for and used in bacterial
microbiome studies (Sakai and Ikenaga 2013; Fitzpatrick
et al. 2018; Reigel et al. 2020; Kawasaki and Ryan 2021), MYCOLOGY
257 MYCOLOGY 257 et al. 2012) (abbreviated thereafter fITS7 and gITS7,
respectively) and 5.8S-Fun/ITS4-Fun (Taylor et al. 2016) (abbreviated thereafter 5.8S-Fun) (Table 1). Although, the clamps used in this study were designed
to target the plant 5.8S nuclear RNA gene of Populus
species (Cregger et al. 2.2. DNA amplification and amplicon sequence
library preparation The fungal 5.8S and ITS2 region from nettle root sam
ples, the SynMock community, and three negative con
trols were amplified with three Illumina-compatible
primer pairs both with and without PNA clamps. The
three primer pairs were fITS7/ITS4, gITS7/ITS4 (Ihrmark Table 1. Amplicon size, fungal specificity, and the sequences of primers used. Primers
Specificity for fungi
Sequences (5’–3’)
References
fIT7
98%
GTGARTCATCGAATCTTTG
Ihrmark et al. (2012)
gITS7
99%
GTGARTCATCGARTCTTTG
Ihrmark et al. (2012)
ITS4
98%
TCCTCCGCTTATTGATATGC
White et al. (1990))
Amplicons size (bp): 292
5.8S-Fun
95%
AACTTTYRRCAAYGGATCWCT
Taylor et al. (2016)
ITS4-Fun
90%
AGCCTCCGCTTATTGATATGCTTAART
Taylor et al. (2016)
Amplicons size (bp): 440
PNA
-
CGAGGGCACGTCTGCCTGG
Cregger et al. (2018) C. VIOTTI ET AL. 8 258 from the mock community. OTU richness and
Shannon’s index were calculated with the vegan
package (Oksanen et al. 2019) and compared
between treatments using Kruskal-Wallis test fol
lowed by multiple comparisons. The effect of pri
mer pair, PNA clamps, and a higher Ta was
measured using linear mixed-effects models from
the nlme package (Pinheiro et al. 2019). Fungal
OTUs composition differences within the three
primer pairs with or without PNA or higher Ta
were
plotted
with
a
non-metric
multi-
dimensional scaling (NMDS) using the “meta
MDS” function in the vegan package, based on
the Bray-Curtis dissimilarity matrix. To determine
the effects of the different primer pairs, PNA
clamps, and a higher Ta potential on OTUs com
position, we performed a permutational multivari
ate analysis of variance (PERMANOVA) based on
Bray-Curtis dissimilarity using the “adonis” func
tion from the vegan package. Bray-Curtis dissim
ilarity was calculated with the “vegdist” function
from the vegan package between primer pairs
with or without PNA or with a higher Ta for envir
onmental samples and the mock community to
measure the dissimilarity of fungal community
composition. Statistical analyses and data visuali
sation were performed using R (R Core Team
2020) and were considered significant at P < 0.05. oligos). Samples were again cleaned afterwards, using
AMPure XP magnetic beads, pooled in equimolar con
centrations, and sequenced using 2 × 300 bp MiSeq v3
sequencing (Illumina Inc., San Diego, CA, USA). 3. Results 3. Results 3. Results 2.3. Data processing and bioinformatic analysis Three PCR controls were performed for each pri
mer pair. Read counts obtained in PCR controls
were subtracted from those of the samples. The
“amptk” pipeline described in Palmer et al. (2018)
was used to process the raw demultiplexed.fastq
files. Following the removal of primers, sequences
were trimmed to 250 bp, denoised using
UNOISE3 (Edgar 2016) and clustered into opera
tional taxonomic units (OTUs) at 97% similarity. Read counts in the OTU x sample matrix were
adjusted to account for the tag-switch between
samples with the amptk filter function “−t” that
assesses the number of reads of mock community
taxa present in environmental samples and
removes all reads under this threshold from
each sample. A hybrid algorithm that integrates
results from USEARCH global alignment against
the UNITE database v8 (Nilsson et al. 2018) and
both UTAX and SINTAX Bayesian classifiers were
used to assign taxonomy. The environmental
dataset was rarefied to 49,007 sequences per
sample, and the mock community dataset was
rarefied to 138,195 sequences per sample. 3. Results 2.4. Statistical analyses fITS7/ITS4
246,913 ± 11,955a
218,033 ± 17,439ab
236,290 ± 6,130ab
229,954 ± 14,493ab
204,413 ± 7,241ab
228,534 ± 42,884ab
gITS7/ITS4
205,999 ± 19,578ab
231,118 ± 6,776ab
242,530 ± 3,204ab
189,718 ± 3,601ab
217,261 ± 9,906ab
223,649 ± 14,853ab
5.8S-Fun/ITS4-Fun
169,416 ± 10,723ab
176,245 ± 13,371ab
204,221 ± 2,730ab
164,275 ± 16,281ab
200,470 ± 7,536ab
185,277 ± 10,225b
Different letters indicate significant differences between primer pairs and the tested conditions using a Kruskal-Wallis analysis followed by a post-hoc test using
Fisher’s least significant difference, P < 0.05. the recovery of the 12 members of the mock
compared with the other primer pairs (Figure 1b). gITS7/ITS4
205,999 ± 19,578
231,118 ± 6,776
242,530 ± 3,204
189,718 ± 3,601
217,261 ± 9,906
223,649 ± 14,853
5.8S-Fun/ITS4-Fun
169,416 ± 10,723ab
176,245 ± 13,371ab
204,221 ± 2,730ab
164,275 ± 16,281ab
200,470 ± 7,536ab
185,277 ± 10,225b
Different letters indicate significant differences between primer pairs and the tested conditions using a Kruskal-Wallis analysis followed by a post-hoc test using
Fisher’s least significant difference, P < 0.05. Figure 1. Variation in the SynMock community composition depending on the primer pair used (fITS7/ITS4 in red; gITS7/ITS4 in green
and 5.8S-Fun/ITS4-fun in blue), the addition of PNA clamps (+PNA) and the ratio of plant-mock DNA (50:50 or 80:20). (a) OTU Bray-
Curtis dissimilarity between classic amplification (Ta = 57 °C) and the various conditions tested. (b) Relative abundance of the 12 OTUs
composing the SynMock. 5.8S-Fun/ITS4-Fun
169,416 ± 10,723ab
176,245 ± 13,371ab
204,221 ± 2,730ab
164,275 ± 16,281ab
200,470 ± 7,536ab
185,277 ± 10,225b
Different letters indicate significant differences between primer pairs and the tested conditions using a Kruskal-Wallis analysis followed by a post-hoc test using
Fisher’s least significant difference, P < 0.05. Different letters indicate significant differences between primer pairs and the tested conditions using a Kruskal-Wallis analysis followed by a post-hoc test using
Fisher’s least significant difference, P < 0.05. Figure 1. Variation in the SynMock community composition depending on the primer pair used (fITS7/ITS4 in red; gITS7/ITS4 in green
and 5.8S-Fun/ITS4-fun in blue), the addition of PNA clamps (+PNA) and the ratio of plant-mock DNA (50:50 or 80:20). (a) OTU Bray-
Curtis dissimilarity between classic amplification (Ta = 57 °C) and the various conditions tested. (b) Relative abundance of the 12 OTUs
composing the SynMock. compared with the other primer pairs (Figure 1b). 2.4. Statistical analyses We used a synthetic mock community to evaluate
the potential bias of three primer pairs alone or
combined with PNA clamps and to assess the
impact of plant-fungal DNA co-amplification at
different ratios. Sequencing of the mock commu
nity generated 11,322,947 fungal sequences
before subsampling. The number of fungal
sequences did not differ significantly between
the three primer pairs and associated conditions
(i.e. PNA clamps, different ratios of plant-fungal
DNA) (Table 2). gITS7 primers added with plant
DNA was the only treatment that generated plant
reads (i.e. 464 and 2,052 Viridiplantae reads for
50:50 plant-mock DNA and 80:20 plant-mock
DNA, respectively). The three primer pairs allowed All variables were checked for their homoscedas
ticity (Bartlett test) and normal distribution
(Shapiro-Wilk test). Data that did not fit a normal
distribution after transformation were analysed
with non-parametrical tests. Differences in the
number of fungal sequences from environmental
samples and relative abundance of Viridiplantae
kingdom among primer pairs and PCR conditions
were assessed using a Kruskal-Wallis test followed
by multiple comparisons from the “kruskal” func
tion
of
the
agricolae
package
(de
Mendiburu 2019). Tukey’s HSD multiple compari
son post-hoc analyses were used to assess the
differences in the number of fungal sequences MYCOLOGY
259 259 Table 2. Mean number of fungal sequences (±SE) obtained using the SynMock community for the three primer pairs (Ta = 57 °C) and
the various combined treatments tested. Primer pairs
Ta = 57 °C
+PNA
50:50 plant-mock
50:50 +PNA
80:20 plant-mock
80:20 +PNA
fITS7/ITS4
246,913 ± 11,955a
218,033 ± 17,439ab
236,290 ± 6,130ab
229,954 ± 14,493ab
204,413 ± 7,241ab
228,534 ± 42,884ab
gITS7/ITS4
205,999 ± 19,578ab
231,118 ± 6,776ab
242,530 ± 3,204ab
189,718 ± 3,601ab
217,261 ± 9,906ab
223,649 ± 14,853ab
5.8S-Fun/ITS4-Fun
169,416 ± 10,723ab
176,245 ± 13,371ab
204,221 ± 2,730ab
164,275 ± 16,281ab
200,470 ± 7,536ab
185,277 ± 10,225b
Different letters indicate significant differences between primer pairs and the tested conditions using a Kruskal-Wallis analysis followed by a post-hoc test using
Fisher’s least significant difference, P < 0.05. Table 2. Mean number of fungal sequences (±SE) obtained using the SynMock community for the three primer pairs (Ta = 57 °C) and
the various combined treatments tested. Table 2. Mean number of fungal sequences (±SE) obtained using the SynMock community for the three primer pairs (Ta = 57 °C) and
the various combined treatments tested. 2.4. Statistical analyses Moreover, 5.8S-Fun exhibited a higher number of
additional OTUs (H17,36 = 39.7, P = 0.001), which
exhibited a higher relative abundance (H17,36 =
44.3, P < 0.001). Experimentally reducing the
plant-fungal DNA ratio did not impact the relative the recovery of the 12 members of the mock
community, and the OTU Bray-Curtis dissimilarity
between the different treatments for each primer
pair was low (<0.1) (Figure 1a). However, 5.8S-Fun
exhibited differences in individual OTU relative
abundances, ranging from less than 1% to 9.6% C. VIOTTI ET AL. 0 260 removing primers, short (<200 bp), low-quality
sequences, and chimeras. The mean number of fungal
sequences significantly differed between the three
primer pairs and the associated treatments before
subsampling (H8,18 = 20.2; P < 0.01). fITS7 generated
a significant higher average number of fungal
sequences than 5.8S-Fun (165,377 ± 7,786 and
99,339 ± 9,131 sequences respectively; Table S1) but
did not differ significantly from gITS7 (114,656 ±
12,595
sequences). PNA
clamps
significantly
increased the average number of fungal sequences
for gITS7 (210,501 ± 14,611) and 5.8S-Fun (156,901 ±
3,197), while the higher Ta did not result in significant
differences (Table S1). abundance of OTUs. On the contrary, adding PNA
resulted in slight but significant changes in OTU
relative abundance with the fITS7 and gITS7 pri
mers (<2.5%; Figure 1b). 3.2. Plant-fungal DNA co-amplification in root
samples We amplified the same environmental samples with
different PCR conditions (primer pairs, PNA clamps,
a higher Ta) to assess the impact on the level of plant-
fungal DNA co-amplification. Illumina sequencing of
environmental samples generated 4,167,783 fungal
sequences and 346,249 Viridiplantae sequences after gure 2. Abundance, richness and diversity of fungi in Urtica dioica roots for the three primer pairs tested fITS7/ITS4, gITS7/ITS4, an
8S-Fun/ITS4-fun (Ta = 57 °C), the addition of PNA clamps (+PNA) and the increase of Ta (Ta = 68 °C or 63 °C). (a–c) Relative abundanc
f reads of Viridiplantae, fungi, and other phyla (i.e. Amoebozoa, Choanoflagellozoa, Heterolobosa, Ichthyosporia, Metazoa, Protist
hizaria, rhodoplantae, Stramenopila, and NA); (d–f) Richness and (g–i) Shannon’s index. Boxes with the same letters did not dif
gnificantly from each other using a Tukey-adjusted comparison and Kruskal-Wallis analysis followed by a post-hoc test using Fishe
ast significant difference, respectively, P < 0.05. Figure 2. Abundance, richness and diversity of fungi in Urtica dioica roots for the three primer pairs tested fITS7/ITS4, gITS7/ITS4, and
5.8S-Fun/ITS4-fun (Ta = 57 °C), the addition of PNA clamps (+PNA) and the increase of Ta (Ta = 68 °C or 63 °C). (a–c) Relative abundance
of reads of Viridiplantae, fungi, and other phyla (i.e. Amoebozoa, Choanoflagellozoa, Heterolobosa, Ichthyosporia, Metazoa, Protista,
Rhizaria, rhodoplantae, Stramenopila, and NA); (d–f) Richness and (g–i) Shannon’s index. Boxes with the same letters did not differ
significantly from each other using a Tukey-adjusted comparison and Kruskal-Wallis analysis followed by a post-hoc test using Fisher’s
least significant difference, respectively, P < 0.05. MYCOLOGY GY MYCOLOGY 261 elevated Ta significantly lowered the OTU richness
with 5.8S-Fun and mostly with gITS7 for which the
richness dropped by 40% (F8,18 = 22.2; P < 0.001). At
Ta = 57 °C, 5.8S-Fun resulted in significantly more
OTUs than fITS7 and gITS7 (Figure 2f). On the contrary,
the primer pair had a greater impact on the Shannon
index than Ta (F8,18 = 36.8; P < 0.001 and F8,18 = 12.7; P
< 0.01,
respectively). 5.8S-Fun
resulted
in
a significantly higher Shannon index than the two
other primer pairs (Figure 2g–i), and a higher Ta sig
nificantly increased it with fITS7 and gITS7 (H8,18 =
21.2; P < 0.01), while Hill’s index resulted in the exact
opposite trend (Figure S1, H8,18 = 21.2; P < 0.001). 3.2. Plant-fungal DNA co-amplification in root
samples Primer pairs and Ta significantly impacted the
relative abundance of Viridiplantae reads (H8,18
= 48.8; P < 0.001). gITS7 exhibited a four times
higher relative abundance of Viridiplantae reads
than fITS7 (Figure 2a,b), and it accounted for
19.2% of the relative abundance with 5.8S-Fun at
both Ta = 57 °C and 63 °C (Figure 2c). Finally, PNA
clamps completely inhibited plant DNA co-
amplification with 5.8S-Fun, while fITS7 and gITS7
still recovered 0.1% and 0.5% of Viridiplantae
sequences, respectively (Figure 2a–c). A higher Ta
with fITS7 significantly divided it by seven
(Figure 2a). We observed a similar trend but with
a lower decrease for gITS7 with higher Ta
(Figure 2b). The percentage of diminution in the number of
OTUs of the different treatments compared to 5.8S-
Fun at Ta = 57 °C, which gave the highest OTU rich
ness, was calculated to assess the quantification of
fungal richness at different read depths. All the treat
ments exhibited a similar percentage of diminution
compared to 5.8S-Fun between 8,000 and 32,000 read
depths, with gITS7 at Ta = 68 °C that showed the high
est decrease (Figure 3). Below a read depth of 2,000,
fITS7 and gITS7 at Ta = 68 °C exhibited the lowest
percentage of diminution, followed by fITS7 at Ta =
57 °C and gITS7 added with PNA clamps. PNA clamps
significantly mitigated the decrease in OTUs by low
ering the sequencing depth between 2,000 and
32,000 read depth with gITS7 (Figure 3). 3.3. Fungal richness and diversity depending on
PCR conditions and read depth We compared the impact of different PCR conditions
using environmental samples on the fungal richness
and diversity to further assess the accuracy of primers. After subsampling, Ta and, at a lesser extent, the
primer pairs had a significant impact on OTU richness
(Figure 2d–f, F8,18 = 75.7; P < 0.001 and F8,18 = 21.0; P
< 0.05, respectively), and Hill’s index (Figure S1, F8,18
= 51.0; P < 0.001 and F8,18 = 21.8; P < 0.001 respec
tively) compared to PNA clamps (P > 0.05). An Figure 3. Percentage reduction in the number of OTUs for each primer pairs (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) compared
to the number of OTUs obtained with 5.8S-Fun, subsampled at various sequencing depths. Figure 3. Percentage reduction in the number of OTUs for each primer pairs (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) compared
to the number of OTUs obtained with 5.8S-Fun, subsampled at various sequencing depths. 262
C. VIOTTI ET AL. C. VIOTTI ET AL. 262 Figure 4. Fungal community composition in Urtica dioica roots depending on the primer pair used fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun
/ITS4-fun (Ta = 57 °C), the addition of PNA clamps (+PNA) and a higher Ta (Ta = 68 °C or 63 °C). (a) Non-metric multidimensional scaling
(NMDS) analysis of the fungal communities, based on OTUs composition; (b) Relative abundance and F-value from linear mixed-effect
models measuring the effect of primers, Ta, PNA, the number of OTUs and the number of reads on the relative abundances of fungal
classes and (c) Genera. Figure 4. Fungal community composition in Urtica dioica roots depending on the primer pair used fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun
/ITS4-fun (Ta = 57 °C), the addition of PNA clamps (+PNA) and a higher Ta (Ta = 68 °C or 63 °C). (a) Non-metric multidimensional scaling
(NMDS) analysis of the fungal communities, based on OTUs composition; (b) Relative abundance and F-value from linear mixed-effect
models measuring the effect of primers, Ta, PNA, the number of OTUs and the number of reads on the relative abundances of fungal
classes and (c) Genera. 3.4. Fungal taxonomic diversity and abundance relative abundances of the main fungal classes
(Figure 4b). 5.8S-Fun, on the other hand, showed
a significantly higher abundance of Dothideomycetes
(+10%, F8,18 = 13.5; P < 0.001) and Sordariomycetes
(+13%, H8,18 = 23.9; P < 0.01), a lower abundance of
Olpidiomycetes (-18% H8,18 = 23.4; P < 0.01) (Figure 4b)
and more OTUs assigned to Dothideomycetes (+20
OTUs, F8,18 = 32.9; P < 0.001), Eurotiomycetes (+5 OTUs,
H8,18 = 19.3; P = 0.01) and Pezizomycetes (+4 OTUs, H8,18
= 20.8; P < 0.01) compared to the two other primers We studied the fungal diversity and abundance from the
same environmental samples to identify the classes and
genera impacted by different PCR conditions. PCR con
ditions notably affected fungal community structure
(Figure 4a). PERMANOVA analysis showed that the pri
mer pair was the most impacting factor (R2 = 0.75; P =
0.001), followed by Ta (R2 = 0.14; P = 0.001), while PNA
clamps had no significant effect (R2 = 3.25e−3; P > 0.05). fITS7 and gITS7 were not significantly different in the MYCOLOGY
26 MYCOLOGY 263 (Figure S2). The elevated Ta did not significantly impact
the relative abundances of the main classes with 5.8S-
Fun. On the contrary, a Ta = 68 °C with fITS7 and gITS7
significantly increased the relative abundances of
Eurotiomycetes, Pezizomycetes, Sordariomycetes, and
Tremellomycetes (H8,18 = 18.4; P < 0.05). The number of
reads impacted these relative abundances more than
the number of OTUs (Figure 4b). A higher Ta resulted in
fewer OTUs assigned to the main classes but with
a higher number of reads (Figure S2). PNA clamps only
significantly increased by 2.5 times the relative abun
dance of Mortierellomycetes with gITS7 (F8,18 = 2.8; P <
0.05) but did not impact the number of reads. Also, four
OTUs assigned to the Sordariomycetes were not recov
ered with fITS7 when PNA was added (Figures 4b, S2). 55% of the relative abundance (Figures 5c,6a). On the
contrary, fITS7 and gITS7 exhibited less specific OTUs
that were poorly abundant (<4%). OTUs specific to 5.8S-
Fun mainly belonged to the phylum Ascomycota while
those specific to the two other primer pairs were mainly
associated with the phylum Basidiomycota (Figure 5b,c). A higher Ta resulted in a few specific OTUs that
accounted for less than 4% of the relative abundance
(Figures 5b,c,6a). 4. Discussion 4.1. Primer pairs and plant-fungal DNA ratio affect
plant DNA co-amplification Since co-amplification of plant and fungal DNA can
occur in studies focusing on the fungal microbiome
associated with plant tissues, several methods have
been proposed to alleviate this limitation (Harrison
et al. 2021), notably by using fungal-specific primer
pairs. In the present study focusing on plant roots, the
fITS7 primer pair resulted in fewer plant reads than 5.8S-
Fun, which has been described to exclude Viridiplantae
sequences (Taylor et al. 2016). The non-specific fungal
primer gITS7 yielded the highest number of plant reads
(i.e. more than 20% of the relative abundance) in agree
ment with previously published results (Ihrmark et al. 2012). These results confirmed that different primer
pairs led to varying levels of plant-fungal DNA co-
amplification. This can be attributed to varying degrees
of mismatch between the primer and the plant
sequence,
resulting
in
plant/fungal
DNA
co-
amplification that varies depending on the plant species
studied. Additionally, in our study, artificial modification
of the plant-fungal DNA ratio to 50:50 and 80:20 before 3.4. Fungal taxonomic diversity and abundance PNA clamps gave few, low abundant,
and specific OTUs that covered a wide range of fungal
classes from phyla Basidiomycota and Ascomycota
(Figures 5c,6a). OTU Bray-Curtis dissimilarity confirmed that the
main differences were between fITS7–5.8S-Fun,
gITS7–5.8S-Fun, fITS7, and gITS7 at Ta = 57 °C and
Ta = 68 °C (Figure 6b). Although the dissimilarity
was low between Ta = 57 °C and PNA clamps, few
OTUs were recovered only when they were added
or not (Figure 7). These OTUs mainly represented
by the phylum Ascomycota accounted for less
than 1% of the relative abundance. Most OTUs
could not be classified to either the genus (40%–
75%) or the species (50%–83%) level. At the genus level, 5.8S-Fun had significant differ
ences in relative abundances compared to fITS7 and
gITS7, and allowed the recovery of the genus
Plenodomus that accounted for 10.5% ± 0.4 of the rela
tive abundance (Figure 4c, S2). Unclassified genera
exhibited a higher relative abundance (+20% F8,18 =
38.1, P < 0.001), with 1.5 times more unassigned OTUs
(F8,18 = 21.5, P < 0.001) and associated reads (F8,18 = 38.1,
p < 0.001) (Figure 4c, S2). 5.8S-Fun also resulted in sig
nificant lower relative abundances of Didymella (H8,18 =
18.0,
P < 0.05),
Titaea
(H8,18 = 18.6,
P < 0.05),
Pyrenochaeta (H8,18 = 23.4, P < 0.01) and Olpidium
(H8,18 = 23.4; P < 0.01) (Figure 4c). A higher Ta mostly
impacted the genus Olpidium, with a strong decrease
in relative abundance (H8,18 = 24.0; P < 0.01) and a two-
and eight-fold decrease in Olpidium-assigned OTUs with
fITS7 and gITS7, respectively (H8,18 = 24.0; P < 0.01)
(Figure 4, S2). On the contrary, a higher Ta significantly
increased the relative abundances of unclassified gen
era and Exophiala with fITS7 and gITS7 (Figure 4c). 3.5. Primer pair specificity We identified the OTUs recovered only in specific PCR
conditions and their relative abundance to assess the
taxonomic coverage of primers depending on the Ta
and the use of PNA clamps. Sixteen percent of OTUs
were shared to all PCR conditions tested (with the three
primer pairs, with or without PNA clamps, with higher Ta
= 68–63 °C, Figure 5a), and accounted for 95% of the
relative abundance with the fITS7 and gITS7 primers but
only for 43% with 5.8S-Fun (Figure 6a). 5.8S-Fun gave
the highest number of specific OTUs, accounting for 264
C. VIOTTI ET AL. C. VIOTTI ET AL. Figure 5. Representative classes and phyla of (a) non-specific or (b–c) specific OTUs of fungal community in Urtica dioica roots accordin
to primer pairs (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) and conditions used, as well as the number of OTUs corresponding
“Common” corresponds to the OTUs that were found in all PCR conditions with the three primer pairs. “Non-specific” corresponds to th
OTUs that were found in at least one condition (Ta = 57 °C; +PNA or Ta = 68–63 °C) of PCR with the three primer pairs. Figure 5. Representative classes and phyla of (a) non-specific or (b–c) specific OTUs of fungal community in Urtica dioica roots according
to primer pairs (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) and conditions used, as well as the number of OTUs corresponding. “Common” corresponds to the OTUs that were found in all PCR conditions with the three primer pairs. “Non-specific” corresponds to the
OTUs that were found in at least one condition (Ta = 57 °C; +PNA or Ta = 68–63 °C) of PCR with the three primer pairs. DNA amplification of the mock community resulted in
no plant reads with the fungal-specific primers fITS7 and
5.8S-Fun with only a few plant reads detected using the
more sensitive primer gITS7. Thus, the plant-fungal DNA
ratio appears to substantially affect fungal sequence
recovery from plant tissues under our experimental con
ditions. This result is in agreement with Lundberg et al. (2021) which reported a recovery of 100% of bacterial sequences from 24% of bacterial DNA. Variations in the
plant-fungal DNA ratio within plant tissues might
explain why Bodenhausen et al. (2019) observed up to
75% of plant sequences in Petunia roots, despite using
a fungal-specific primer pair. 3.5. Primer pair specificity Consequently, we suggest
that plant roots with sparse fungal endophyte colonisa
tion might be more susceptible to plant DNA contam
ination limitation. DNA amplification of the mock community resulted in
no plant reads with the fungal-specific primers fITS7 and
5.8S-Fun with only a few plant reads detected using the
more sensitive primer gITS7. Thus, the plant-fungal DNA
ratio appears to substantially affect fungal sequence
recovery from plant tissues under our experimental con
ditions. This result is in agreement with Lundberg et al. (2021) which reported a recovery of 100% of bacterial MYCOLOGY
265 265 Figure 6. (a) Relative abundance of specific and non-specific OTUs for each primer pair used (fITS7/ITS4: red; gITS7/ITS4: green; 5.8S-
Fun/ITS4-fun: blue), with the addition of PNA clamps (+PNA) and a higher annealing temperature (Ta = 68 °C or 63 °C); (b) OTU Bray-
Curtis dissimilarity between the different primer pairs (Ta = 57 °C), with or without PNA clamps (+PNA), or with an annealing
temperature of 68 °C or 63 °C. Figure 6. (a) Relative abundance of specific and non-specific OTUs for each primer pair used (fITS7/ITS4: red; gITS7/ITS4: green; 5.8S-
Fun/ITS4-fun: blue), with the addition of PNA clamps (+PNA) and a higher annealing temperature (Ta = 68 °C or 63 °C); (b) OTU Bray-
Curtis dissimilarity between the different primer pairs (Ta = 57 °C), with or without PNA clamps (+PNA), or with an annealing
temperature of 68 °C or 63 °C. 4.2. Primer pairs affect fungal diversity and
composition estimations independently of plant
DNA co-amplification reads, the fITS7 primer pair yielded the highest
number of fungal reads and 5.8S-Fun the lowest. Therefore, 5.8S-Fun does not appear to be the
most suitable primer pair when the samples are
plant tissues with a high plant:fungal DNA ratio
(e.g. endophytes or pathogens with low colonisa
tion levels), as it may result in low fungal In this study, among the three primer pairs tested
on a plant mainly colonised by endophytic fungi
and saprotrophs (Yung et al. 2021), the majority of
sequences were fungal. After the removal of plant Figure 7. Number of OTUs found in at least two replicates, either without or with the addition of PNA clamps (+PNA), mean relative
abundance in percentage ±SE for each primer pair (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) and the percentage of represented
fungal classes. Figure 7. Number of OTUs found in at least two replicates, either without or with the addition of PNA clamps (+PNA), mean relative
abundance in percentage ±SE for each primer pair (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) and the percentage of represented
fungal classes. Figure 7. Number of OTUs found in at least two replicates, either without or with the addition of PNA clamps (+PNA), mean relative
abundance in percentage ±SE for each primer pair (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) and the percentage of represented
fungal classes. Figure 7. Number of OTUs found in at least two replicates, either without or with the addition of PNA clamps (+PNA), mean relative
abundance in percentage ±SE for each primer pair (fITS7/ITS4, gITS7/ITS4, and 5.8S-Fun/ITS4-fun) and the percentage of represented
fungal classes. C. VIOTTI ET AL. 266 assessment than plant-DNA contamination in our
experimental conditions (i.e. high read depths). sequencing depth. Additionally, we observed
a higher number of additional OTUs, although
they represented a low proportion in terms of
relative abundance, that were not expected to be
recovered from the mock community with 5.8S-
Fun. This may suggest a higher index bleed with
this primer pair or, more likely, potential chimeras,
following the results of Li et al. (2020) that high
lighted a higher non-specific amplification (i.e. chi
mera and mismatch) with 5.8S-Fun. However, 5.8S-
Fun exhibited significantly higher OTU richness and
Shannon’s index in environmental samples com
pared to fITS7 and gITS7. This finding is inconsis
tent with results based on soil samples (Li et al. 2020) and those from Ihrmark et al. (2012) that
found more diverse amplicon communities with
gITS7. 4.2. Primer pairs affect fungal diversity and
composition estimations independently of plant
DNA co-amplification Among the three primer pairs, members of
Ascomycota were the most prevalent, following
the trend of other studies (Li et al. 2020; Yung
et al. 2021). The 5.8S-Fun primer pair yielded sig
nificantly more OTUs assigned to Ascomycota and
Chytridiomycota (e.g. Plenodomus) than fITS7 and
gITS7. This is consistent with the fact that fITS7
excludes some Ascomycota (Ihrmark et al. 2012). Furthermore, differentiating taxa within the phy
lum Chytridiomycota is challenging with variable
markers such as the ITS region due to high genetic
divergence and limited reference sequences avail
able (Ishii et al. 2015; Tedersoo et al. 2015). Moreover, in a previous study, 5.8S-Fun yielded
the lowest Basidiomycota abundance (Li et al. 2020). As the taxonomic specificity and coverage
vary depending on the primer used (Baldrian et al. 2021), the impact of primer choice on the recov
ered diversity and richness of plant root-associated
communities will depend on the fungal taxa har
boured
by
the
plant
(e.g.,
dominance
of
Basidiomycota phylum over Ascomycota). Despite
varying levels of plant DNA co-amplification, fITS7 sequencing depth. Additionally, we observed
a higher number of additional OTUs, although
they represented a low proportion in terms of
relative abundance, that were not expected to be
recovered from the mock community with 5.8S-
Fun. This may suggest a higher index bleed with
this primer pair or, more likely, potential chimeras,
following the results of Li et al. (2020) that high
lighted a higher non-specific amplification (i.e. chi
mera and mismatch) with 5.8S-Fun. However, 5.8S-
Fun exhibited significantly higher OTU richness and
Shannon’s index in environmental samples com
pared to fITS7 and gITS7. This finding is inconsis
tent with results based on soil samples (Li et al. 2020) and those from Ihrmark et al. (2012) that
found more diverse amplicon communities with
gITS7. Among the three primer pairs, members of
Ascomycota were the most prevalent, following
the trend of other studies (Li et al. 2020; Yung
et al. 2021). The 5.8S-Fun primer pair yielded sig
nificantly more OTUs assigned to Ascomycota and
Chytridiomycota (e.g. Plenodomus) than fITS7 and
gITS7. This is consistent with the fact that fITS7
excludes some Ascomycota (Ihrmark et al. 2012). Furthermore, differentiating taxa within the phy
lum Chytridiomycota is challenging with variable
markers such as the ITS region due to high genetic
divergence and limited reference sequences avail
able (Ishii et al. 2015; Tedersoo et al. 2015). 4.3. Increased Ta reduces plant co-DNA
amplification but alters the assessment of fungal
diversity 4.3. Increased Ta reduces plant co-DNA
amplification but alters the assessment of fungal
diversity Modifying Ta can contribute to limiting plant DNA
co-amplification. In this study, increasing Ta signifi
cantly decreased plant-fungal DNA co-amplification
with the fITS7 and gITS7 primers, but not with 5.8S-
Fun. Although Ta can limit plant-fungal DNA co-
amplification with some primers, it decreased the
number of OTUs recovered, but not the sequencing
depth. Schmidt et al. (2013) also described
a decrease in the number of OTUs with a higher Ta
when targeting the ITS1 region. Despite a lower
OTU richness, raising the Ta allowed the recovery
of specific OTUs. Shannon’s index, which was signif
icantly higher with the fITS7 and gITS7 primer pairs,
confirmed this observation. These specific OTUs,
mainly assigned to Basidiomycota were found with
the fITS7 and 5.8S-Fun primers. In addition, the
relative abundance of Ascomycota increased despite
a lower number of OTUs, suggesting that higher Ta
decreases the recovery of Ascomycota-related fungi. That is contradictory with Larena et al. (1999), who
used a high Ta (i.e. 62–64 °C) for the selective asco
mycetous primer ITS4A. Additionally, increasing Ta
highly impacted the relative abundance of the
genus Olpidium with fITS7 and gITS7. Nevertheless,
higher Ta with 5.8S-Fun had no impact on the diver
sity of rare OTUs nor the relative abundances of
fungal classes or genera, suggesting that this primer
pair is less sensitive to changes in Ta. Our results
indicate that while increasing Ta might help limit
plant DNA contamination, it simultaneously reduces
fungal diversity and alters fungal community
composition. 4.2. Primer pairs affect fungal diversity and
composition estimations independently of plant
DNA co-amplification Moreover, in a previous study, 5.8S-Fun yielded
the lowest Basidiomycota abundance (Li et al. 2020). As the taxonomic specificity and coverage
vary depending on the primer used (Baldrian et al. 2021), the impact of primer choice on the recov
ered diversity and richness of plant root-associated
communities will depend on the fungal taxa har
boured
by
the
plant
(e.g.,
dominance
of
Basidiomycota phylum over Ascomycota). Despite
varying levels of plant DNA co-amplification, fITS7
and gITS7 resulted in comparable taxa coverage
with only a few differences in the number of
OTUs of some fungal classes that exhibited the
same relative abundances. Overall, our results con
firm that the primer pairs have a much more sub
stantial impact on fungal diversity and composition 4.4. PNA clamps efficiently exclude plant sequences
without modifications in fungal diversity and
composition PNA clamps have been described in previous stu
dies and were first used to inhibit the host DNA
amplification in studies that aimed to characterise
bacterial communities associated with plant MYCOLOGY 267 tissues. They were later used for fungal studies
(Lundberg et al. 2013). It was shown that PNA
clamps are not universal and need to be designed
based on the plant species (Fitzpatrick et al. 2018). Although the clamps used in this study
were designed for Populus species, they efficiently
excluded U. dioica sequences. In Populus roots,
a primer mixture tagging the fungal ITS2 region,
combined with 5.8S PNA, reduced plant reads
from 98.4% to 1.2% (Cregger et al. 2018). In our
study, the same concentration of ITS PNA clamp
fully inhibited plant reads with 5.8S-Fun while few
reads (<1%) were still recovered with the two
other primer pairs. The efficiency of PNA clamps
has been described as concentration-dependent
(Belda et al. 2017), but our result suggests that
the concentration of PNA should be adjusted
depending on the primer pair used. Clamping in
plant roots did lead to a greater sequencing
recovery of other eukaryotes besides fungi,
which still accounted for less than 1% in relative
abundance, even with the non-fungal specific
gITS7 primers. These results suggest that blocking
plant DNA amplification did not result in an over-
amplification
of
non-plant
and
non-fungal
sequences. PNA clamps are useful for excluding plant sequences
without introducing bias into the determination of
fungal community composition. 4.5. PNA clamps improve sequencing depth and
fungal richness determination for non-fungal
specific primers at a low read depth 4.5. PNA clamps improve sequencing depth and
fungal richness determination for non-fungal
specific primers at a low read depth Although we demonstrated that PNA clamps signifi
cantly excluded plant contamination in our experi
ments, they did not enhance the observed fungal
diversity. This might largely be explained by the fact
that fungal reads accounted for at least 75% of total
reads, even with gITS7, which is not fungal-specific. Consequently, when the plant sequence contamina
tion is relatively low, and the sequencing depth is
high, as it was the case in our experimental condi
tions, using PNA clamps seems unnecessary for esti
mating
plant-associated
fungal
diversity
and
composition. 4.4. PNA clamps efficiently exclude plant sequences
without modifications in fungal diversity and
composition Still, at artificially reduced sequencing
depths, and particularly below 2,000 sequences per
sample, we observed a substantial decrease in fungal
richness for the non-fungal specific primers gITS7,
which was alleviated by the use of PNA clamps, align
ing it with the fungal-specific fITS7. When using non-
specific primers, for instance, to ensure high taxo
nomic coverage (Op De Beeck et al. 2014), consider
ing that rarefying OTU datasets at relatively low read
depth as a normalisation approach is commonly
employed (McKnight et al. 2019; Tedersoo et al. 2022), using PNA clamps appears as a suitable
method to reduce plant DNA contamination and
minimise the loss of fungal richness. PNA clamps increased the proportion of fungal
reads, contrary to Borodušķe et al. (2023), but did not
result in an over-amplification of fungal classes and
genera. Also, PNA clamps did not impact OTU richness,
Shannon index, or Hill index, and did not increase the
recovery of rare microbial taxa, as described in Moccia
et al. (2020). Instead, our results align with those of
Fitzpatrick et al. (2018) on plant bacterial communities
but differ from those of Steven et al. (2018) based on
bee bacterial communities (Muñoz-Colmenero et al. 2020). PNA clamps slightly impacted the fungal com
position during the amplification of the mock commu
nity. Clamping impacted several OTU relative
abundances, with variations ranging from 2.5% to
less than 1%, using fITS7 and gITS7 primers. This phe
nomenon was not observed in environmental samples
except for Mortierellomycetes and gITS7 primers. PNA had little impact on the fungal composition com
pared with the unclamped samples. These results, in
agreement with those of Reigel et al. (2020) on coral-
associated bacteria, indicate a proportional DNA ampli
fication of microbial communities with the increase in
fungal sequences. Collectively, our results suggest that Acknowledgments Bellemain E, Carlsen T, Brochmann C, Coissac E, Taberlet P,
Kauserud H. 2010. ITS as an environmental DNA barcode
for fungi: An in silico approach reveals potential PCR biases. BMC Microbiol. 10(1):189. doi:10.1186/1471-2180-10-189 . The work was funded by the European Union’s Horizon 2020
research and innovation programme under Grant Agreement
ERA-NET Cofund SusCrop (N°771134), being part of the Joint
Programming Initiative on Agriculture, Food Security and
Climate Change (FACCE-JPI). CV has received a Ph-D grant
from the Ministère de l’Enseignement supérieur, de la
Recherche et de l’Innovation (MESRI). DB has received funding
from the French PIA project “Lorraine Université d’Excellence”
Deepsurf, reference ANR-15-IDEX-04-LUE. We thank Marie-
Laure Toussaint for the sampling of the nettles and Stephane
Pfendler for performing the fungal DNA extractions. Bodenhausen N, Somerville V, Desiró A, Walser JC, Borghi L, van
der Heijden MGA, Schlaeppi K. 2019. Petunia- and
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community? Fungal Ecol. 61:101181. doi: 10.1016/j.funeco. 2022.101181 . 5. Conclusions In this study, we tested the efficiency of primer pairs,
Ta, and PNA clamps to limit plant DNA contamination
while assessing fungal diversity and composition in
plant tissues. We highlight that using fungal-specific
primer pairs to exclude plant sequences yielded
mixed results, specifically that fungal-specific primer
(5.8S-Fun) pairs led to similar levels of plant DNA
contamination as the non-fungal specific primer
(gITS7). Furthermore, increasing Ta reduced plant
DNA contamination and improved the recovery of
rare fungal taxa but had a substantial negative impact
on
the
overall
fungal
richness. Finally,
we C. VIOTTI ET AL. 268 demonstrated that PNA clamps efficiently suppressed
plant amplification without introducing bias in fungal
diversity and composition. The positive effects of PNA
clamps on the fungal richness quantification were
particularly significant at low read depth, and appear
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de l’Enseignement supérieur, de la Recherche et de
l’Innovation (MESRI); European Union’s Horizon 2020 research
and innovation program under Grant Agreement ERA-NET
Cofund SusCrop (N°771134); French PIA project “Lorraine
Université d’Excellence” Deepsurf, reference ANR-15-IDEX-04-
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Artificial intelligence for search and discovery of quantum materials
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Communications materials
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Artificial intelligence for search and d
of quantum materials Valentin Stanev
1,2✉, Kamal Choudhary3, Aaron Gilad Kusne1,3,
Johnpierre Paglione
2,4,5 & Ichiro Takeuchi1,2 Artificial intelligence and machine learning are becoming indispensable tools in many areas of
physics, including astrophysics, particle physics, and climate science. In the arena of quantum
materials, the rise of new experimental and computational techniques has increased the
volume and the speed with which data are collected, and artificial intelligence is poised to
impact the exploration of new materials such as superconductors, spin liquids, and topolo-
gical insulators. This review outlines how the use of data-driven approaches is changing the
landscape of quantum materials research. From rapid construction and analysis of compu-
tational and experimental databases to implementing physical models as pathfinding
guidelines for autonomous experiments, we show that artificial intelligence is already well on
its way to becoming the lynchpin in the search and discovery of quantum materials. I I
n the last decade, a broad new topic has emerged at the forefront of condensed matter physics. It includes recently discovered exotic systems such as two-dimensional (2D) materials1,
topological insulators2, topological superconductors3, and Weyl semimetals4 alongside several
materials that have been baffling researchers for many years—unconventional superconductors5–7
and quantum spin liquids8—in the loosely-defined family of “quantum materials”9. The unifying
theme connecting these seemingly disparate systems is the idea of emergence—they cannot be
understood as simple ensembles of noninteracting fermions or bosons in “free” space; rather, their
unique properties spring out of the collective behavior of a macroscopic number of interacting
quantum particles. These materials host various exotic excitations, e.g., “relativistic” fermions in
Dirac materials, Majorana bound states in topological superconductors, and skyrmions in chiral
magnets10, which not only enrich our fundamental understanding of matter but also hold the
promise of “quantum” leaps in a multitude of technological arenas. Because of its high carrier
mobility, graphene stands to change the future of high-speed electronics and communication
devices11. Topological insulators, which exhibit quantized anomalous quantum Hall effect12–14,
possess spin-momentum-locked conduction channels that are immune to backscattering and can
be used to make perfect spin-filtering devices15. p
p
g
But arguably the most exciting prospect is the use of topological superconductors in fault-
tolerant quantum computing16. Quantum information processing based on manipulating
topologically protected Majorana states provides an inherent cover against the threat of deco-
herence—the Achilles heel of most embodiments of qubits. 1 Department of Materials Science and Engineering, University of Maryland, College Park, MD 20742, USA. 2 Maryland Quantum Materials Center, University
of Maryland, College Park, MD 20742, USA. 3 National Institute of Standards and Technology, Gaithersburg, MD 20899, USA. 4 Department of Physics,
University of Maryland, College Park, MD 20742, USA. 5 The Canadian Institute for Advanced Research, Toronto, ON M5G 1Z, Canada.
✉email: vstanev@umd.edu REVIEW ARTICLE COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsm Artificial intelligence for search and d
of quantum materials The complexities and rich phy-
sics of these materials make them simultaneously one of the most
promising targets and a particularly challenging subject for the
emerging
AI-enabled
methods. Only
exhaustive
high-
dimensional data encompassing a diverse range of physical
properties can help scientists develop a comprehensive under-
standing of materials such as unconventional superconductors,
with complex physics often rooted in strong electron–electron
interactions, or graphene superlattices, hosting a multitude of
competing phases29. Thus, data need to be fused from disparate
sources with vastly different modalities and veracities: theoretical
models and first-principles computational tools, various experi-
mental measurements, and results from previous studies. This
review provides a vision for the future where ML algorithms are
commonly proliferated for the creation, analysis, and visualiza-
tion of such high-dimensional heterogeneous data collections. The focus of the article is superconductivity, which is one of the
most intensely pursued topics in all of condensed matter physics:
the continued research effort, combined with its relatively long
history, has led to significant accumulation of computational and
experimental data—a prerequisite for the use of ML tools. However, the tools being developed to study superconductors
have the potential to dramatically increase the efficiency of the
experimental and computational studies of all quantum materials,
representing a veritable breakthrough in the exploration of these
complex physical systems. (For some common AI terminology
and recent examples of ML applied to quantum materials pro-
blems see Fig. 1 and Box 1.) Still, this vision is not without its
share of potential pitfalls. In the sections below, we discuss the
benefits and challenges associated with AI-based approaches to
novel quantum materials. These exciting developments notwithstanding, for now, con-
ventional DFT remains the workhorse of computational materials
science. It has been shown that the calculations can be combined
with ML algorithms to efficiently and accurately predict materials
properties such as melting temperature, bandgap, shear modulus,
and heat capacity49–51. DFT methods were also at the center of
some of the early data-driven approaches to quantum materials,
especially in the search for new superconductors. The discovery of
superconducting materials has always been driven by serendipity
and individual researchers’ intuition. However, the complex
physics of cuprates and other strongly correlated materials (for
example organic charge-transfer salts, exhibiting a variety of exotic
phases: unconventional superconductivity, Mott insulator, spin
liquid, etc.52) has forced scientists to explore more advanced data-
centric approaches. In ref. Artificial intelligence for search and d
of quantum materials Great strides are being made toward
realizing topological superconducting qubits using existing materials (e.g., by inducing super-
conductivity in topological insulators through the proximity effect)17,18; however, there is very
little progress in systematically identifying many true “intrinsic” topological superconductors. p
g
y
y
y
g
y
p
g
p
In general, the search for new quantum materials presents an immense scientific challenge. The rich tapestries of quantum physics, which make them so exciting are also the very reasons 1 MMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat REVIEW ARTICLE COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z which render them so difficult to decipher. The notorious case in
point is the superconductivity in cuprate materials, whose fun-
damental mechanism still eludes us after three decades of con-
certed
research
efforts5,6,19. For
some
strongly
correlated
quantum materials such as spin liquids even the theoretical lan-
guage necessary to adequately describe them is yet to be fully
developed. When there is no guidance from rigorous theory, we
are often left with serendipity to work with while exploring new
compounds. There is, however, a glimmer of hope in an unusual
form: research tools using Artificial Intelligence (AI) are coming
to the rescue. high-quality data. Not surprisingly, in physical sciences, these
algorithms were first adopted in fields with abundant and highly
standardized measurements. In fact, the vast amounts of data
generated in particle physics have for decades required the use of
automated algorithms for data analysis21,33. The importance of
ML in this area is exemplified by the central role it played in the
discovery of the Higgs boson at the Large Hadron Collider at
CERN33. which render them so difficult to decipher. The notorious case in
point is the superconductivity in cuprate materials, whose fun-
damental mechanism still eludes us after three decades of con-
certed
research
efforts5,6,19. For
some
strongly
correlated
quantum materials such as spin liquids even the theoretical lan-
guage necessary to adequately describe them is yet to be fully
developed. When there is no guidance from rigorous theory, we
are often left with serendipity to work with while exploring new
compounds. There is, however, a glimmer of hope in an unusual
form: research tools using Artificial Intelligence (AI) are coming
to the rescue. Artificial intelligence for search and d
of quantum materials When it comes to materials data, sophisticated computational
first-principles tools are the order of the day, and enormous
databases with millions of computed property entries are now
readily available at everyone’s fingertips34–38. In the realm of
quantum materials, however, the situation is less auspicious. The
most widely used computational method for simulating materials
properties is Density Functional Theory (DFT), which has served
as the backbone of materials by design in areas such as energy
and magnetic materials (see, for example, refs. 39–41). Yet, DFT is
built on several commonly used but essentially uncontrolled
approximations. While the trends of the physical properties (e.g.,
as a function of composition) calculated by conventional DFT are
generally correct, the veracity of the calculated parameters
depends significantly on computational details. For quantum
materials, calculated properties can become even more tenuous
and inaccurate, due for example, to self-interaction error origi-
nating in electron–electron interactions, spin-orbit coupling,
magnetism, etc. This severely limits the utility of conventional
DFT for entire classes of quantum materials. A very promising
emerging research area addresses this challenge by using ML
methods to systematically improve the approximations made in
DFT calculations42–45. AI methods are also being used to accel-
erate high-level methods such as Quantum Monte Carlo
(QMC)46,47 and Dynamical Mean Field Theory (DMFT)48, which
are more accurate than DFT but can be orders-of-magnitude
slower and higher in computational cost. The explosive increase in computational power and volume of
accessible data is fueling the growth of AI as it transforms many
aspects of our everyday lives with emerging technologies such as
self-driving vehicles and Internet of Things devices. AI, especially
its subfield of Machine Learning (ML), is also becoming a bread-
and-butter analysis tool, with important applications in virtually
all sciences, from cancer research20 to astrophysics21. ML has
already made its mark on condensed matter and materials physics
by providing a robust platform for extracting a parsimonious
description of a materials system from experimental and com-
putational data22–28. When the task at hand is the discovery of
new quantum materials, then one obvious strategy is to unleash
ML on information obtained from existing compounds to make
predictions on compositions and collective behaviors of their
atomic constituents. In this review, we discuss the ongoing research spearheading
the effort to turn AI into a ubiquitous and indispensable tool for
the study of quantum materials. Artificial intelligence for search and d
of quantum materials 53, a series of DFT calculations of the
band structure of hole-doped cuprates were compared, in order to
identify physical parameters governing superconductivity in these
materials. The authors of ref. 54 went further and proposed several
distinct characteristics of the band structure of cuprates as key
precursors of their superconductivity. These characteristics were
then used as criteria to filter through the calculated electronic
structures of all materials in Inorganic Crystal Structure Database
(ICSD), containing hundreds of thousands of existing crystal
structures, and over 100 materials were identified as potential
high-temperature superconductors. A similar approach was used
recently in ref. 55, where p-terphenyl—an organic material that
shows hints of a possible superconducting transition at ≈123 K
when doped with potassium—was used as a prototype. A database
containing the electronic structure of more than 10,000 organic
crystals was surveyed for compounds with a similar density of
states (DOS)56, and as a result, 15 compounds were proposed as
candidate superconductors. COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat Box 1 | Key terms Query strategies are typically some mix of exploration (aiming to maximize new information) and exploitation (aiming to optimize a property). g,
g,
erimental design): Subfield of ML, designing algorithms able to interactively query an information source to obtain ne
typically some mix of exploration (aiming to maximize new information) and exploitation (aiming to optimize a property The studies mentioned above combine DFT calculations with
heuristic criteria to search for novel superconductors. Such cri-
teria unavoidably suffer from various biases and can be difficult to
generalize. A much more rigorous approach is offered by ML
methods, which provide a systematic way to extract important
predictors
of
materials
properties
from
complex
high-
dimensional data. As an example, an investigation in 2015 used
structural and electronic properties data from the AFLOW
Online Repositories to define and calculate various fingerprints
that encode materials’ electronic band structures, as well as
crystallographic and constitutional information57. These finger-
prints were then used to create both regression and classification
ML models for the critical temperature of several hundred
superconductors. The classification model separating the mate-
rials into two groups based on their critical temperature showed
good predictive performance. Such models can be used to screen
hundreds of thousands of existing and potential materials stored
in computational databases. lattice vibrations creates an effective attractive electron–electron
interaction leading to Cooper pair formation. However, an ab
initio calculation of electron-phonon coupling strength requires
knowledge of properties such as the phonon DOS, which are
computationally expensive, especially for complex materials. In a
recent publication, it was shown that a neural network model can
be trained to create high-fidelity phonon DOS predictions. The
authors utilized phonon DOS calculations of ~1500 crystalline
solids as a training dataset58. The predictions of the model were
able to capture the main features of phonon DOS, even for
crystalline solids with elements not present in the training set. Thus, by reducing the computational cost of ab initio methods,
the use of ML can significantly enhance the throughput of
computational materials screening. In yet another example of incorporating AI into DFT for
superconductivity, ML feature selection methods have been uti-
lized to derive a simple analytical expression improving the Allen-
Dynes approximation59. The Allen-Dynes analytical formula is
based on the Eliashberg-Migdal theory and is commonly used to
predict the critical temperature of electron-phonon paired
superconductors, reducing the number of required DFT calcula-
tions. AI for computational quantum materials In application after application, it has been demonstrated that ML
can turn complex multidimensional data into actionable knowl-
edge (see, for example, refs. 30–32). The success of ML methods,
however, depends crucially on access to prodigious amounts of COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat 2 REVIEW ARTICLE COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z Fig. 1 Commonly used machine-learning tasks and algorithms. The figure shows the most common types of machine-learning tasks and algorithms, as
well as recent examples of these algorithms applied to quantum materials problems. See Box 1 for the definitions of some key machine-learning terms. Fig. 1 Commonly used machine-learning tasks and algorithms. The figure shows the most common types of machine-learning tasks and algorithms, a
well as recent examples of these algorithms applied to quantum materials problems. See Box 1 for the definitions of some key machine-learning terms Fig. 1 Commonly used machine-learning tasks and algorithms. The figure shows the most common types of machine-learning tasks and algorithms, as
well as recent examples of these algorithms applied to quantum materials problems. See Box 1 for the definitions of some key machine-learning terms. Fig. 1 Commonly used machine-learning tasks and algorithms. The figure shows the most common types of machin
well as recent examples of these algorithms applied to quantum materials problems. See Box 1 for the definitions of Box 1 | Key terms Box 1 | Key terms
Artificial intelligence: “Intelligence” demonstrated by machines able to perceive their environment and take autonomous actions to achieve a goa
Machine learning: Branch of AI, a method for automated model building. Design of systems that can learn from data and make decisions with minim
human intervention. Supervised learning: Subfield of ML, aimed at creating predictive models based on both input and output (target) data. Subdivides into:
Classification: Modeling target data with discrete categories. Regression: Modeling continuous target data. Commonly used algorithms include Linear Regression, Support Vector Machines, Decision Trees, Gaussian Processes, Neural Networks. Unsupervised learning: Subfield of ML, aimed at discovering internal representations from input data only. The two most widely used subfields a
Dimensionality reduction: Creating low-dimensional projections of high-dimensional data. Clustering: Finding groups of related data points. Commonly used algorithms include K-means Clustering, Hierarchical Clustering, Hidden Markov Models. Active learning (optimal experimental design): Subfield of ML, designing algorithms able to interactively query an information source to obtain ne
outputs. Query strategies are typically some mix of exploration (aiming to maximize new information) and exploitation (aiming to optimize a propert Artificial intelligence: “Intelligence” demonstrated by machines able to perceive their environment and take autonomous actions to achieve a goal. Machine learning: Branch of AI, a method for automated model building. Design of systems that can learn from data and make decisions with minimal
human intervention. Subfield of ML, aimed at creating predictive models based on both input and output (target) data. Subdivides into:
ing target data with discrete categories. vised learning: Subfield of ML, aimed at creating predictive models based on both input and output (target) data. Su
fication: Modeling target data with discrete categories. Regression: Modeling continuous target data. Commonly used algorithms include Linear Regression, Support Vector Machines, Decision Trees, Gaussian Processes, Neural Networks. Unsupervised learning: Subfield of ML, aimed at discovering internal representations from input data only. The two most widely used subfields are:
Dimensionality reduction: Creating low-dimensional projections of high-dimensional data. Cl
i
Fi di
f
l
d d
i g
g g
p
p
ommonly used algorithms include K-means Clustering, Hierarchical Clustering, Hidden Markov Models. Commonly used algorithms include K-means Clustering, Hierarchical Clustering, Hidden Markov Models. Active learning (optimal experimental design): Subfield of ML, designing algorithms able to interactively query an information source to obtain new
outputs. COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat Box 1 | Key terms The increase of the accuracy achieved in the new formula p
In addition to directly predicting a property of interest (such as
Tc) from existing DFT data, ML can be used to accelerate the
intermediate computational steps. For example, in conventional
superconductors, the coupling between the electrons and the 3 REVIEW ARTICLE COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z can improve the computational pipeline, which in turn can lead
to the discovery of novel superconductors faster. explore the interplay between particle–particle interactions, band
structure, and constrained dimensionality (leading to effects such
as the long-sought Wigner crystal75). The search for new 2D
materials and a systematic comparison of their properties is still
in its infancy. High-throughput DFT has been used in the last
several years to compile publicly available databases of potential
2D materials76–79. In ref. 80, a JARVIS-DFT dataset containing
results of 2D and 3D DFT calculations was used to develop hand-
crafted structural descriptors as inputs into gradient boosting
models to predict properties including exfoliation energies, for-
mation energies, and bandgaps. From the synthesis point of view,
the exfoliation energy is particularly crucial for 2D materials
design, yet its DFT is prohibitively expensive. These models were
then used to discover exfoliable materials satisfying specific
property requirements. In ref. 81, the Computational 2D Materials
Database (C2DB) was used to create an ML model (again based
on gradient boosting) utilizing composition and structural pre-
dictors to classify potential 2D materials as having low, medium,
or high stability. The model was used to discover potential 2D
materials suitable for photoelectrocatalytic water splitting. In contrast to superconductors, the concept of materials with
intrinsic topologically nontrivial states is relatively new2,3. The
current flurry of activities was initially spearheaded by a theore-
tical prediction60 and the subsequent experimental confirmation
of the existence of topological insulators61,62—materials with
insulating bulk but protected metallic surface states. Despite the
significant efforts in the last decade, however, only a handful of
distinct topological insulators, as well as other topological mate-
rials such as Dirac and Weyl semimetals4,63–65 are known, and
given that many of them are difficult to synthesize and/or suffer
from deleterious properties—such as the presence of bulk trivial
states undermining the surface states, the community is always on
the lookout for new topological materials. Box 1 | Key terms p
g
To address this issue, several groups have developed algorithms
such as symmetry indicators and spin-orbit spillage that use
materials chemistry and symmetry in combination with electro-
nic structures to calculate its topological properties, opening the
door to automated screening for new topological insulators and
semimetals66–68. Based on these ideas, several searches through
ICSD generated extensive lists of candidates corresponding to
various types of topological materials69–73. Such developments
make the field a fertile ground for the application of ML methods
(for an example see Fig. 2). A very recent work constructed a
gradient boosting model (a particular type of powerful supervised
learning algorithm) that can predict the topology of a given
known material based only on “coarse-grained” chemical com-
position and crystal symmetry predictors with an accuracy of
90%74. Similar to superconductivity, such models can be used to
accelerate the search for novel materials by providing fast and
efficient means to predict the possible topological nature of a
given candidate. 1 Beyond monolayers, there is a vast configuration space of
possible van der Waals heterostructures, which can be formed by
stacking different 2D layers. Such hybrid structures add addi-
tional degrees of freedom to their functionalities, creating 2D and
3D materials with untold tunability. Because DFT is too time-
consuming to explore more than a small fraction of all possible
combinations, incorporating ML in the process provides a prac-
tical alternative. Recent work has trained several ML models for
predicting the interlayer distance and bandgap of bilayer
heterostructures82. The models showed good accuracy on both
tasks and were used to predict the properties of nearly 1500
hypothetical bilayer structures based on less than 300 DFT cal-
culations. This underscores the promise of combining DFT and
ML for rapid computational screening to identify new hybrid
heterostructures with interesting and desirable properties. g
Another class of quantum materials systems is 2D materials1. Since the breakthrough discovery of graphene in 2004, many
other 2D materials families (such as monolayers of hexagonal
boron nitride, silicene, germanene, stanene, phosphorene, and
transition metal dichalcogenides) have been synthesized1. They
have been the focus of a concerted investigation, both due to their
rich potential in technologies such as electronics, sensing, and
energy storage, and because they offer an entirely new avenue to COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z In
an early pioneering work, Villars and Phillips demonstrated that
using just three stoichiometric descriptors (associated with ele-
mental makeups), the 60 known superconductors at the time (in
the 80 s) with Tc > 10 K can all be clustered in three islands83. Based on this observation the authors made predictions for
potential high-temperature superconductors83,84. In another early
work, Hirsch used statistical methods to look for correlations
between normal state properties and Tc of the metallic elements
in the first six rows of the periodic table85. g
y
This increase of the available experimental data, together with
the surge of popularity of AI topics and the appearance of
general-purpose ML libraries, led to a recent groundswell of
activities introducing sophisticated ML methods in the study of
superconductivity91–96. In one notable example91, Stanev et al. considered more than 16,000 different compositions extracted
from the MatNavi SuperCon database, which contains an
exhaustive list of known superconductors as well as many “clo-
sely-related” materials varying only by small changes in stoi-
chiometry. Compared to the early exercise by Villars and Philips
in the 80 s, the orders-of-magnitude increase in the number of
data points has led to the possibility to create a robust ML
pipeline. The regression models developed to predict the values of
Tc for different superconducting families used over one hundred
stoichiometric descriptors, demonstrated strong predictive power
and high accuracy, and offered valuable insights into the origins
of superconductivity mechanisms in different materials groups
(see Fig. 3b). The models also demonstrated an important lim-
itation of ML in failing to extrapolate to materials families not
included in the training set. A pipeline was then created to search
for potential new superconductors among the roughly 110,000
different compositions contained in ICSD, which resulted in
predictions of possible Tc’s above 20 K in 35 known compounds
that had previously not been tested for superconductivity. With time, more and more of the experimental data collected
by generations of scientists are becoming easily accessible to
researchers. Thanks to tedious curation efforts over decades by
researchers at several institutes around the world, there are large
databases with compiled experimental report entries such as the
Phase Equilibria Diagram and the ICSD, arguably one of the
largest compendiums of experimental materials data86. COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z Fig. 3 Examples of machine-learning methods applied to experimental data. a Three clusters (shown with blue, green, and red), representing groups of
related materials, containing topologically nontrivial materials. The materials representations are extracted from a neural network model predicting the
Bravais lattice from composition—for details, see ref. 87. The clusters can be used to search for new topological materials. b The measured vs predicted
ln(Tc) of various superconductors based on a random forest model presented in ref. 91. The same model can predict Tc of several distinct superconducting
classes (blue markers: low-Tc materials; green markers: iron-based superconductors; red markers: cuprate superconductors). Fig. 3 Examples of machine-learning methods applied to experimental data. a Three clusters (shown with blue, green, and red), representing groups of
related materials, containing topologically nontrivial materials. The materials representations are extracted from a neural network model predicting the
Bravais lattice from composition—for details, see ref. 87. The clusters can be used to search for new topological materials. b The measured vs predicted
ln(Tc) of various superconductors based on a random forest model presented in ref. 91. The same model can predict Tc of several distinct superconducting
classes (blue markers: low-Tc materials; green markers: iron-based superconductors; red markers: cuprate superconductors). the datasets. In fact, one is often hard-pressed to find extensive
databases of functional materials in general. A rare exception is
the MatNavi database, managed by the National Institute of
Materials Science (NIMS) in Japan. It is an experimental database
encompassing well-curated information on materials with a
variety of functional properties. Transcribing published journal
results into formatted databases can be a massive undertaking,
which NIMS materials data scientists have managed to do for
decades. Some of the collected information is already being used
for data-driven materials exploration88,89. The Pauling File also
contains up to tens of thousands of individual composition
entries (and corresponding specific physical property quantities)
diligently entered over decades90. experimental materials data are becoming just as prevalent. One
natural task would be to apply them to databases amassing
experimentally known compounds and to build models for
making predictions. In the study of superconductors—a field with
more than a century of extensive research history—there are large
volumes of accumulated information. Sometimes even a small
fraction of this data can be used to discover important trends. COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat Applying ML to experimental databases: making predictions
from known materials With the ability to quickly recognize patterns in large collections
of quantitative information, applications of AI approaches in Fig. 2 Example of Density Functional Theory used to predict topological properties of materials. Periodic table trend showing the percentage chance Fig. 2 Example of Density Functional Theory used to predict topological properties of materials. Periodic table trend showing the percentage chance
(color coded) that a compound containing any given element can be topologically nontrivial based on spin-orbit spillage approach, based on spillage data
for 4835 nonmagnetic materials (reproduced from ref. 68 under the terms of the Creative Commons CC BY license). The spillage is a machine-learnable
quantity, and an accurate classification model predicting it (utilizing gradient boosting decision trees) was developed in ref. 73. 4
COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat Fig. 2 Example of Density Functional Theory used to predict topological properties of materials. Periodic table trend showing the percentage chance
(color coded) that a compound containing any given element can be topologically nontrivial based on spin-orbit spillage approach, based on spillage data
for 4835 nonmagnetic materials (reproduced from ref. 68 under the terms of the Creative Commons CC BY license). The spillage is a machine-learnable
quantity, and an accurate classification model predicting it (utilizing gradient boosting decision trees) was developed in ref. 73. Fig. 2 Example of Density Functional Theory used to predict topological properties of materials. Periodic table trend showing the percentage chance
(color coded) that a compound containing any given element can be topologically nontrivial based on spin-orbit spillage approach, based on spillage data
for 4835 nonmagnetic materials (reproduced from ref. 68 under the terms of the Creative Commons CC BY license). The spillage is a machine-learnable
quantity, and an accurate classification model predicting it (utilizing gradient boosting decision trees) was developed in ref. 73. COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat 4 4 COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z REVIEW ARTICLE COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z Because of
their comprehensive and exhaustive nature, such databases have
become the de-facto standard-bearers for materials exploration
and development, and they often serve as a starting point for
building ML models (as already discussed above for use in con-
junction with purely computational approaches). While these
databases rarely contain functional properties, phase formation
and stability as well as phase diagrams can be used as blueprints
for navigating the materials exploration process. For example, a
recent work used ICSD data to train a neural network to predict
crystal structure information87. The network’s activations maps
were then used to group materials according to their composi-
tional and structural similarity, providing lists of materials
potentially sharing properties with known superconductors or
topological insulators (see Fig. 3a) Unfortunately, when it comes to experimental databases of
known quantum materials, usually there are very few entries in One interesting finding from this pipeline is that most of the
newly identified possible superconductors possess a flat/nearly- 5 5 REVIEW ARTICLE COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z flat band just below the Fermi energy, leading to an increase in
the electronic DOS. Such enhanced DOS has long been con-
sidered a promising way to boost Tc. However, a very recent study
using experimental Tc and DFT-based DOS calculations failed to
discover a strong and consistent correlation between super-
conductivity and peaks in the electronic DOS97. Yet, the strongest
conclusion from the latter study was on “…the restrictions that
the current availability and organization of materials data place
on reliable machine-learning and data-based experimentation,”
underscoring the need for a more systematic approach to col-
lecting and organizing quantum materials data. order parameter104,105. Pump-probe techniques permit the study
of highly excited and out-of-equilibrium states and phases,
sometimes revealing hidden tendencies106. With these techniques, even a single measurement of one
material can generate large volumes of high-dimensional data
necessitating the use of sophisticated statistical methods. In these
instances, ML algorithms are implemented for uncovering phy-
sics working behind the scene, which affects the collective beha-
vior of materials at an atomic scale. In one recent example, a
neural network model was used to analyze Spectroscopic Imaging
Scanning Tunneling Microscopy (SISTM) images of the CuO2
planes, where transport takes place in high-temperature super-
conducting cuprates107. The model was designed to recognize
different symmetry-breaking ordered electronic states. COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z It was
trained on a set of artificial images, each generated to represent
one of four distinct states, differing by their fundamental wave-
vector. Various forms of heterogeneity, intrinsic disorder, and
topological defects were added to these images to mimic the
experimental data. The model was then applied to experimental
images from carrier-doped cuprates. Analyzing the noisy and
complex data, the model was able to discover the existence of a
translational-symmetry-breaking ordered state. The presence of
this particular ordered state has important implications for the-
ories aiming to explain the mysterious pseudogap phase of these
materials. g
g
g q
This, however, is far easier said than done: the experimental
exploration of quantum materials is a remarkably diverse and
distributed endeavor, and it is not uncommon for tens or even
hundreds of research groups to study the same material, with
each group applying its unique toolbox and interrogation tech-
niques. Also, many experiments are extremely resource-intensive
and can only produce limited datasets. Combining numerous
small datasets covering the same material can lead to issues with
data consistency and incomplete metadata. Furthermore, the
quantum materials community has yet to fully embrace the open
data paradigm, and a significant fraction of the collected data are
only published in unstructured form (i.e., text and images) and
are not made easily available to other researchers. (Significant
fraction of the collected information—especially “negative”
results—is never published. For a rare example of work reporting
both negative and positive results see ref. 98). In another notable example, researchers applied an ML method
to the Angle-Resolved Photoemission Spectroscopy (ARPES) data
of optimally doped and under-doped cuprates108. The use of a
restricted Boltzmann machine model allowed the recovery of a
“hidden” feature in the spectra: prominent peak structures pre-
sent both in the normal and anomalous self-energies of the single-
particle spectral function. These peaks structures cancel each
other in the total self-energy and were only discovered by a model
respecting physical constraints such as causality (encoded in the
Kramers-Kronig relation). The use of ML allowed researchers to
solve a non-linear underdetermined problem, and to obtain
important information directly from experimental data, without
the use of any theoretical model. The results clarified the role of
the energy dissipation and quantum entanglement in the super-
conducting phase and provide a way to finally identify the boson
responsible for the pairing in cuprates. COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z g
p
)
Thus, if one wants to construct an experimental database of
quantum materials, the researcher may have to resort to the
laborious manual extraction of data points from published articles. The significant effort required by this process at least partially
explains the scarcity of databases in the field. However, emerging
AI-driven automatic generation of databases can provide an alter-
native to the slow and tedious process. One example is the recently
created database of almost 40,000 Curie and Néel phase-transition
temperatures of magnetic materials99. It is fully auto-generated and
completely open-source. The database was produced using Natural
Language Processing (NLP) and related ML methods, applied to the
texts of published chemistry and physics articles. The method is
quite precise, with the accuracy of the extracted transition tem-
peratures reaching 82%. In a very recent extension of this work, the
same authors were able to reconstruct the phase diagrams of well-
known magnetic and superconducting compounds, again using text
data100. They also demonstrated that it is possible to predict the
phase-transition temperatures of compounds not present in the
database. (A yet another recent effort to organize various experi-
mental results into a curated database focuses on digitization of
plots extracted from published papers101.) Beyond superconductivity, ML was recently applied to neutron
scattering data of a frustrated magnet, exhibiting a complex phase
diagram, and used to extract model Hamiltonians and to identify
different magnetic regimes109. An autoencoder—dimensionality
reduction architecture based on a neural network—was trained to
create a compressed representation of three-dimensional diffuse
scattering, over a wide range of spin Hamiltonians. The auto-
encoder was able to find optimal Hamiltonian parameters
matching observed scattering and heat capacity signatures. The
autoencoder was also able to categorize different magnetic
behaviors and eliminate background noise and artifacts in raw
data. Thus, ML can augment many traditional diffraction and
inelastic neutron scattering data analysis tools, which are often
time-consuming and error-prone. COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat Autonomous materials laboratories (cluster) measurements from different points of a combinatorial
library, and ML algorithms have been routinely applied to a large
number of X-ray diffraction patterns to delineate structural
phases
and
rapidly
construct
a
composition-structure
relationship120,124,129,130. The authors of ref. 124 took this idea
a step further and used a comprehensive ML algorithm for on-
the-fly analysis of synchrotron diffraction data from combina-
torial libraries to facilitate a search for rare-earth-free permanent
magnets (see Fig. 4b). Unsupervised ML for rapid data reduction
is now commonly being applied to high-throughput character-
ization data from a variety of spectroscopic techniques, including
Raman spectroscopy131, Time-of-Flight Secondary Ion Mass
Spectrometry132, and X-ray photoelectron spectroscopy133. Armed with predictions of potential quantum materials generated
by theory or the ML techniques discussed above, experiments can
be designed for systematic synthesis and characterization of novel
compounds. However, even with the predictions providing
blueprints, one often has to negotiate potentially large multi-
dimensional parameter space as in any materials exploration and
optimization task. One proven platform to effectively host such
experiments is the high-throughput approach, which permits the
interrogation of libraries that contain hundreds or even thou-
sands of different compounds111. Over the years combinatorial
approaches
have
been
effectively
used
to
explore
new
superconductors112 and map their compositional phase diagrams
(for an example demonstrating the ability of this method to
discover superconducting compositions see Fig. 4a). It has also
been used to optimize the synthesis of a topological Kondo
insulator SmB6 in a thin-film form113. p
y
y p
p
py
This close integration of experimental tools and ML can be
considered as the first step towards an emerging AI-driven
paradigm for materials exploration. It relies on active learning—a
branch of AI dedicated to providing a systematic and rigorous
approach for identifying the best experiment to perform to
achieve an objective. This can be either finding the shortest path
toward a material that optimizes some desired properties or
identifying a series of experiments that maximizes knowledge of
the explored space. Recently, materials physicists have begun to
capitalize
on
active
learning
to
accelerate
experimental
research134. For example, active learning has been used to advise
experimentalists on the next best experiment to perform in the
search for various functional materials135–137. COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z Fig. 4 Accelerating experimental discovery processes. a High-throughput methods can be used to perform validation of predicted materials. Visualization
of resistivity vs temperature curves measured at different parts of a Fe-B composition spread. The horizontal range of each curve covers 2–300 K. The
resistivity range for each curve is color coded (reproduced from ref. 141 under the terms of the Creative Commons CC BY license); b On-the-fly analysis of
synchrotron diffraction data124. A snapshot photo from the experiment. The upper screen shows the scanning stage with a thin-film library inside a
beamline hutch. The bottom screen is a laptop, where unsupervised ML of diffraction patterns is carried out after each measurement. The same setup has
also been used to carry out active-learning-based autonomous experiments. Fig. 4 Accelerating experimental discovery processes. a High-throughput methods can be used to perform validation of predicted materials. Visualization
of resistivity vs temperature curves measured at different parts of a Fe-B composition spread. The horizontal range of each curve covers 2–300 K. The
resistivity range for each curve is color coded (reproduced from ref. 141 under the terms of the Creative Commons CC BY license); b On-the-fly analysis of
synchrotron diffraction data124. A snapshot photo from the experiment. The upper screen shows the scanning stage with a thin-film library inside a
beamline hutch. The bottom screen is a laptop, where unsupervised ML of diffraction patterns is carried out after each measurement. The same setup has
also been used to carry out active-learning-based autonomous experiments. Extracting latent knowledge from materials characterization
data data
In an ironic twist, in some areas of experimental materials phy-
sics, the issue is not the scarcity but the overabundance of data. In
fact, negotiating the large quantities of data churned out in real-
time by modern experimental labs is a significant emerging
challenge. Continual improvements in materials characterization
instrumentation coupled with the ever-increasing might of readily
available computers for data-acquisition and memory storage
have created the capacity to collect data on an unprecedented
scale and with high speed. Through advances in scanning
transmission electron microscopy, it is now possible to determine
atomic column positions with picometer level precision (see, for
example, refs. 102,103). Spectroscopy and scanning probe mea-
surements can provide detailed information about materials
properties including electronic structure and symmetry of an Another very recent work reported a convolutional-neural-
network-based classifier designed to distinguish topological from
trivial materials and trained on X-ray Absorption Spectroscopy
(XAS) data110. The model showed high accuracy in distinguishing
the different classes of materials, demonstrating the potential of
ML methods in recognizing topological character embedded in
complex spectral features. XAS is a widely used materials char-
acterization technique, and the ability to decipher the topological
character of material from XAS signatures can substantially
simplify and expedite the experimental identification of topolo-
gically nontrivial materials. OMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat 6 REVIEW ARTICLE COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat Outlook As physicists focus more and more on materials with unusual
properties grounded in many-body quantum mechanics, their
research methods have to evolve. The ongoing revolution in AI is
a great opportunity for the condensed matter physics community,
and ML tools are starting to play an important role in the study of
quantum materials. From accelerating the first-principles com-
putational tools to helping analyze high-dimensional experi-
mental data, these tools have already left their mark on the field. But even more exciting developments are gradually turning into
reality. Researchers are working on automated research systems
controlled by AI-guided robots. These systems will allow scien-
tists to build penetrating multidimensional pictures of these
complex materials, and at the same time accelerate the search and
discovery process. Autonomous materials exploration can be particularly effective
when coupled with high-throughput experimentation. In a recent
study, a real-time closed-loop, autonomous system for materials
exploration and optimization (CAMEO) was demonstrated on a
combinatorial library.140 The goal of CAMEO is to first map the
structural phase diagram across the compositional landscape and
then use the phase map as a blueprint to optimize a physical
property of interest. It was used to quickly find the optimum
composition of phase change memory materials with the largest
bandgap difference between amorphous and crystalline states
within a Ge–Sb–Te thin-film composition spread. To achieve this,
analysis of ellipsometry measurements from the library and
remotely-controlled synchrotron diffraction were carried out
simultaneously. Combining these two sources of information,
CAMEO discovered a novel composition with phase change
performance superior to known materials in the field, for only
about one-tenth of the time required to measure every point in
the library. Apart from reshaping the experimental process, the use of such
autonomous systems will reduce the many superfluous hurdles
and dramatically lower the effort and time needed for running an
experiment. This will allow scientists to focus on the most chal-
lenging and important parts of the research process, while also
making science more “democratic” and equitable. Received: 5 July 2021; Accepted: 12 September 2021; Received: 5 July 2021; Accepted: 12 September 2021; Even more revolutionary AI-enabled systems, designed to help
human scientists in optimizing every step of the research process,
are already being considered and developed. These systems will
coordinate a host of computational and experimental probes to
help efficiently search a vast and mostly unexplored composi-
tional space. Autonomous materials laboratories Another work
already demonstrated the potential of these methods in the field
of quantum materials: an active-learning framework designed to
discover the material with the highest Tc was evaluated on about
600 known superconductors138. The framework did significantly
better than pure random guessing, highlighting the impact it
can have. A significant hurdle in the more widespread use of high-
throughput methods is the need for special characterization tools,
often required for the exploration of many classes of quantum
materials. For instance, for detecting topological states, one
typically turns to angle-resolved photoemission spectroscopy
(ARPES) to look for their signature in electronic structure114. Antiferromagnetism—whose role in the superconductivity of
several classes of materials is hotly debated—is best probed using
neutron scattering115. X-ray magnetic circular dichroism has
been used to investigate the electronic structure of quantum spin
liquid α-RuCl3116 These advanced techniques require unique
synchrotron or neutron facilities, and their implementation in the
screening
of
combinatorial
libraries
has
been
limited
to
date117,118 The
high-throughput
approach
generates
large
high-
dimensional datasets, requiring analysis techniques that can
rapidly turn raw data into knowledge with limited or no human
supervision119. This community adopted dimensionality reduc-
tion and data mining techniques early on120–123, gradually
creating a diverse ML toolbox for the rapid digestion of combi-
natorial data124–130. One very common task is to quickly group The active-learning algorithms guiding the exploration can
indeed decisively outperform exhaustive experimental approa-
ches, leading to a similar amount of actionable knowledge for
only a fraction of the time and resources. This has profound
implications: with a significant reduction in the number of
iterative experimental runs, it may now be possible to incorporate 7 REVIEW ARTICLE COMMUNICATIONS MATERIALS | https://doi.org/10.1038/s43246-021-00209-z Fig. 5 Schematic for the autonomous experimental systems of the future. The AI in charge of the autonomous lab will have full control over the synthesis,
characterization, and modeling tools. It will extract prior knowledge from structured databases, publications, and human guidance, do experiments and
computations and be able to distill its findings in a succinct mathematical form. Such autonomous laboratories are already being implemented in other
areas of materials science142. (Icons used in the figure are from INCORS). Fig. 5 Schematic for the autonomous experimental systems of the future. The AI in charge of the autonomous lab will have full control over the synthesis,
characterization, and modeling tools. Autonomous materials laboratories It will extract prior knowledge from structured databases, publications, and human guidance, do experiments and
computations and be able to distill its findings in a succinct mathematical form. Such autonomous laboratories are already being implemented in other
areas of materials science142. (Icons used in the figure are from INCORS). to maximize the knowledge gain and drastically accelerate pro-
gress. In its ultimate form, fully autonomous laboratories con-
trolled
by
AI
in
command
of
various
synthesis
and
characterization will orchestrate entire experimental campaigns,
update their knowledge, and continue to explore until the desired
goal is reached (see Fig. 5 for a schematic). These AI “scientists”,
dedicated to the exploration of quantum materials, can help us
finally solve some of the most enduring mysteries of physics. active-learning-guided tools at synchrotron and neutron facilities
for quick screening of quantum materials libraries in closed-loop
cycles. However, the examples of active learning discussed above only
provided support for an important but limited set of questions,
leaving the majority of the experimental design, execution, and
analysis to human experts. This situation is rapidly changing, and
truly autonomous experimental systems are beginning to arrive
on the scene. In one study, an autonomous system was used to
control synthesis parameters to optimize carbon nanotube growth
rate139. The Autonomous Research System (ARES) platform
utilized an ML-based system linked to an automated growth
reactor with in situ characterization to learn the optimum growth
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machine learning. Nat. Commun. 9, 1668 (2018). © The Author(s) 2021 Acknowledgements We acknowledge James Warren for many useful discussions. Some of the ideas in this
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Quantum Materials, supported by the Gordon and Betty Moore Foundation’s EPiQS
Initiative and the Maryland Quantum Materials Center. This work was also supported by © The Author(s) 2021 11 COMMUNICATIONS MATERIALS | (2021) 2:105 | https://doi.org/10.1038/s43246-021-00209-z | www.nature.com/commsmat
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Intensity of Territorial Marking Predicts Wolf Reproduction: Implications for Wolf Monitoring
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PloS one
| 2,014
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cc-by
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Luis Llaneza1., Emilio J. Garcı´a1, Jose´ Vicente Lo´ pez-Bao2,3*. 1 A.RE.NA. Asesores en Recursos Naturales, S.L., Lugo, Spain, 2 Research Unit of Biodiversity (UO/CSIC/PA), Oviedo University, Mieres, Spain, 3 Grimso¨ Wildlife Research
Station, Swedish University of Agricultural Sciences (SLU), Riddarhyttan, Sweden Abstract This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Funding: Regional wolf surveys were funded by the Regional Government of Asturias, the Spanish Environmental Ministry and the Regional Government of
Galicia. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. Competing Interests: The authors have declared that no competing interests exist. Competing Interests: The authors have declared that no competing interests exist. * E-mail: jv.lopezbao@gmail.com . These authors contributed equally to this work. . These authors contributed equally to this work. tools [10], camera trapping [12], and statistical procedures
[13,14], the implementation of complex approaches over large
spatial scales (i.e. regions or countries) or large populations of these
species is resource demanding. Consequently, these methods are
still commonly restricted to threatened species, small populations
or small distribution ranges [14–16]. Because resources for wildlife
management are limited [17] (especially deteriorated under the
current global financial crisis) and budgets are generally dependent
on the conservation status of species [18], the availability of
handsome funds to survey large carnivores over large spatial scales
is not always guaranteed. This uncertainty is especially important
if species or populations are not threatened or are delisted from
any protective conservation status [19]. But, the management of
contentious species such as large canids, bears or felids must
require regular estimations of their abundance regardless of their
conservation status in order to guide decision-makers, especially
for those populations living in human-dominated landscapes [20]. Abstract Background: The implementation of intensive and complex approaches to monitor large carnivores is resource demanding,
restricted to endangered species, small populations, or small distribution ranges. Wolf monitoring over large spatial scales is
difficult, but the management of such contentious species requires regular estimations of abundance to guide decision-
makers. The integration of wolf marking behaviour with simple sign counts may offer a cost-effective alternative to monitor
the status of wolf populations over large spatial scales. Methodology/Principal Findings: We used a multi-sampling approach, based on the collection of visual and scent wolf
marks (faeces and ground scratching) and the assessment of wolf reproduction using howling and observation points, to
test whether the intensity of marking behaviour around the pup-rearing period (summer-autumn) could reflect wolf
reproduction. Between 1994 and 2007 we collected 1,964 wolf marks in a total of 1,877 km surveyed and we searched for
the pups’ presence (1,497 howling and 307 observations points) in 42 sampling sites with a regular presence of wolves (120
sampling sites/year). The number of wolf marks was ca. 3 times higher in sites with a confirmed presence of pups (20.3 vs. 7.2 marks). We found a significant relationship between the number of wolf marks (mean and maximum relative abundance
index) and the probability of wolf reproduction. Conclusions/Significance: This research establishes a real-time relationship between the intensity of wolf marking
behaviour and wolf reproduction. We suggest a conservative cutting point of 0.60 for the probability of wolf reproduction
to monitor wolves on a regional scale combined with the use of the mean relative abundance index of wolf marks in a given
area. We show how the integration of wolf behaviour with simple sampling procedures permit rapid, real-time, and cost-
effective assessments of the breeding status of wolf packs with substantial implications to monitor wolves at large spatial
scales. Citation: Llaneza L, Garcı´a EJ, Lo´pez-Bao JV (2014) Intensity of Territorial Marking Predicts Wolf Reproduction: Implications for Wolf Monitoring. PLoS ONE 9(3):
e93015. doi:10.1371/journal.pone.0093015 Editor: Ce´dric Sueur, Institut Pluridisciplinaire Hubert Curien, France Editor: Ce´dric Sueur, Institut Pluridisciplinaire Hubert Curien, France Received June 13, 2013; Accepted February 28, 2014; Published March 24, 2014 Received June 13, 2013; Accepted February 28, 2014; Published March 24, 2014 Copyright: 2014 Llaneza et al. Collection of wolf marks We used 42 sampling sites with a regular presence of wolves
during the last two decades (39 in Asturias and 3 in Lugo). Each
sampling
site
comprised
2–5
valleys
and
the
surrounding
mountains covering approximately 150–200 km2 (see Fig. 1b). This area was of a similar size than the average home range size
reported in wolves in N Iberia [41]. All sites were regularly
sampled between 1994 and 2007 around the pup-rearing period
(summer-autumn) within different regional wolf surveys (from
1994 to 2004 in Asturias and between 2006 and 2007 in Lugo). Information from these surveys was comparable since the same
field procedures (see details below) were implemented in all
surveys throughout the study period [42]. Each sampling site was
surveyed on average 3 years (range 1–6), with a total of 120
sampling sites/year (hereafter sites, note that this is the sample size
that will be used for subsequent analyses). Within each site, wolf
marks were searched in transects along existing paths and trails, on
foot or using a vehicle (,10 km h21) covering as much selected
area as possible (see Fig. 1b). Wolf monitoring over large spatial scales is difficult. However,
the integration of wolf marking behaviour with simple indexes
resulting from sign counts (e.g. visual and scent marks such as
faeces) may offer a good alternative to monitor wolves over large
areas. Sign counts have been widely used as indexes of relative
abundance of large carnivores. Government agencies have
implemented them as a relative low-cost approach to gathering
data at large scales using rangers, technical staff or volunteers
[10,21]. Although there have been attempts to correlate these
indexes with densities [31], few efforts have been carried out in
order to link sign counts with demographic parameters such as
breeding status. The most popular attempt is the use of snow-
tracking to infer reproduction [28,32]; but it is a time-delayed
method dependent on long periods of good snow conditions the
next winter after the breeding period, absent, for instance, in most
of the southern wolf’s European range. Faeces and ground scratching marks serve as visual and scent
marks in wolves [34–36]. Based on their visual function facilitating
their detection by field observers with different levels of expertise
compared
with
urine
–which
is
also
dependent
on
snow
conditions-, we considered both visual wolf marks for this study
(hereafter wolf marks). Shape, size, content, smell and spatial
position (i.e. Integrating Wolf Marking Behaviour into Monitoring As a consequence of multiple conflicts surrounding wolves (Canis
lupus), a development of simple and efficient tools to regularly
assess the status of populations is a pressing need. Methods to
survey wolf populations involve sign surveys, howling, radio
tracking, questionnaires, or statistics of livestock damages and
hunting bags [21–23]. More recently, the use of non-invasive
samples became popular [24–26]. In Europe, wolf management
relies on an estimated number of individuals or packs, with the
former estimation being less accurate as population size or range
increases, and the quality of both wolf estimates varies widely
across countries and within populations (see http://www.kora.ch/
sp-ois/wolf-ois) [27]. Thus, non-invasive samples or intensive
radio-tracking are usually implemented over small spatial scales or
small populations (,500 individuals) [16,24,26,28], whereas
questionnaires or hunting statistics are commonly used over vast
areas and large populations, increasing uncertainty (see http://
www.kora.ch/sp-ois/wolf-ois) [27]. On the other hand, small
populations are annually surveyed (e.g. Scandinavian or the
Western Alps wolf populations) [16,28], whereas a lack of
temporal continuity or partial assessment covering small popula-
tion fractions (usually corresponding to different administrative
limits such as counties or national parks) is normal in large
populations. This is the case for the NW Iberian wolf population –
the main wolf population in Western Europe [29] - where the last
comprehensive view of the status of the whole population (as a
result of several Spanish regional surveys and a Portuguese
national census) was ten years ago (estimated population size
between 1999 and 2003 of ca. 320 packs or ca. 2000–3000
individuals) [30], and only some regional surveys are regularly
implemented (e.g. county of Asturias). date, no studies have attempted to establish a real-time link
between wolf marking behaviour and breeding status in a pack
[39]. We discuss the application of the method proposed here for
wolf monitoring over large spatial scales (i.e. countries or entire
wolf populations). Study area The study was carried out in the Cantabrian Mountains, N
Iberia (ca. 9,000 km2; Fig. 1a), covering the rugged region of
Asturias and a small mountain area within Galicia (east of Lugo
province, hereafter Lugo; Fig. 1a). Vegetation is mainly comprised
by scrublands, woodlands, and grasslands (pastures). Scrublands
are mainly composed by Calluna vulgaris, Genista spp., Erica spp. and
Vaccinium spp..Woodlands are dominated by beech (Fagus sylvatica),
oaks (mainly Quercus petraea and Quercus pyrenaica), birch (Betula
pubescens) and anthropogenic chesnut trees (Castanea sativa). Isolated
trees or small groups of holly (Ilex aquifolium) and rowan (Sorbus
aucuparia) often occur scattered through mature or secondary
forests. Scrublands are the predominant habitat type and the level
of fragmentation of forests here is high [40]. Snow is present
irregularly (both seasonally and annually) between December and
March. Introduction Large carnivores are actively managed in an ebb and flow
between human interests and conservation goals. The relative
weight of social, economic, conservation or ecological factors [1–6]
tip the balance towards either side continuously, turning the
management of large carnivores into one of the most complex
tasks within wildlife management. To achieve an adaptive
management approach [7], decision-makers require reliable and
updated estimates of their status to establish, for instance, trends,
conservation actions, sustainable hunting quotas or population
controls [3,8,9]. Independent of the target, primary management
step is the ability to obtain objective, reliable and economically
affordable abundance estimates that are easily reproducible over
time. However, despite the fact that the wide range of methods
available to survey these elusive species has [10,11], significantly
increased due to promising advances in non-invasive molecular March 2014 | Volume 9 | Issue 3 | e93015 March 2014 | Volume 9 | Issue 3 | e93015 1 PLOS ONE | www.plosone.org Integrating Wolf Marking Behaviour into Monitoring Integrating Wolf Marking Behaviour into Monitoring March 2014 | Volume 9 | Issue 3 | e93015 Collection of wolf marks (a) Map showing the study area located in the Cantabrian Mountains (N Spain). (b) Scheme showing
the spatial distribution of transects within a typical sampling site. doi:10.1371/journal.pone.0093015.g001 placed on the abovementioned landscape features represented
some kind of marking behaviour [39]. This assumption also relies
on the fact that wolf marks were deposited on conspicuous places
on a landscape level that enhance them as marks [32,35,36,39,43]. This procedure decrease the probability to include faeces from
young and lone wolves since they located more often their faeces
off-trail [25,26,39]. Potential differences in marking behaviour
among pack members [38] were not considered in this study. Furthermore, considering the posterior spatial distribution of
rendezvous sites -based on the results from the howling and
observation points - transects did not cross rendezvous sites,
decreasing the probability to count pup faeces as wolf marks as
well as avoiding the inclusion of notable aggregations of faeces in
these sites as a consequence of its regular use by pack members
(e.g. resting sites) [32]. elements often used by wolves as marking places (paths and trails,
particularly focusing on junctions and mountain passes; see Fig. 1b)
[34,42,43] where the probability of the detection of wolf marks by
other intra and inter-pack individuals is maximized. Mountain
passes may favour wolf movements between valleys in mountain-
ous areas turning these places into important landmarks on a
landscape level. One to several wildlife trails/paths usually cross
mountain passes being an important place for territorial marking. For example, considering 10 transects crossing such passes in our
study area, out of the 164 wolf marks found in a total of 83.5 km
surveyed (an average of 8.5 km per transect), 82% of wolf marks
were located in these particular conspicuous sites (ranging from
40% to 100% of wolf marks detected per transect). The ability of wolves to deposit their marks in conspicuous sites
(both on a large and fine spatial scale) [34,35,39,43] indicates a
degree of control about where to locate their marks. For example,
wolf faeces, whether deposited as scent marks or not, are
recognized as important visual marks and a powerful sources of
odour [34,35,39]. Although it is difficult to distinguish between
faeces with and without (i.e. Collection of wolf marks distance to villages) were, in combination, diagnostic
attributes to determine wolf faeces. In those cases that there were
clear doubts on the identity of the species, faeces were not
collected. We considered the criteria used to identify wolf faeces
and the experience of field-observers reliable since a posterior trial
determining wolf faeces using these diagnostic attributes and a
parallel DNA analyses confirmed that 90% of faeces were
correctly assigned to wolves (n = 108, unpublished data). On the
other hand, ground scratching marks were identified on the basis
of size, length, intensity (i.e. excluding those marks compatible
with dogs) [36]. The presence of wolf faeces accompanying this
sign was an important factor determining wolf scratching. Territoriality in wolves is indicated by the means of visual and
scent marks such as faeces, urine, ground scratching or anal gland
segregations [32–36]. Pack members accumulate these marks, for
instance, in the edges of their territories or the surroundings of the
rendezvous sites [32–36]. As a general rule, only mature, dominant
wolves, breeds every year within the pack [32], and they show an
intense territorial marking behaviour compared to other members
of the pack [27,37–39]. Thus, we hypothesised that as pack
members, particularly the breeding pair, use visual and scent
marks to indicate possession and defence of the pack’s territory,
high levels of marking behaviour around the breeding season in an
area could reflect the existence of an organised pack and a
successful breeding pair. Since a biological meaningful units to
monitor wolf populations are the pack and the number of wolf
reproductions, then high abundance of wolf marks around this
period could be used as an indicator of successful reproduction (i.e. the presence of pups) [39] and may offer a cost-effective tool to
monitor wolves (i.e. number of wolf reproductions). However, to As random sampling is not effective to locate wolf marks [42],
surveys in this mountainous region were focused on landscape March 2014 | Volume 9 | Issue 3 | e93015 March 2014 | Volume 9 | Issue 3 | e93015 PLOS ONE | www.plosone.org 2 Integrating Wolf Marking Behaviour into Monitoring Figure 1. Study area and sampling design. (a) Map showing the study area located in the Cantabrian Mountains (N Spain). (b) Scheme showing
the spatial distribution of transects within a typical sampling site. doi:10.1371/journal.pone.0093015.g001 Figure 1. Study area and sampling design. March 2014 | Volume 9 | Issue 3 | e93015 Reproductive success Two complementary methods, simulated howling and direct
observation points, were used to assess wolf reproduction (i.e. presence of pups in the rendezvous sites). First, human-simulated
howling elicited the response of adults and pups in the rendezvous
site [44]. In each howling point, the observer emitted between 3 to
5 howls, each separated between 5 and 8 s long breaks [44]. If
wolves did not reply within 2 minutes, then the observer repeated
this process 2–3 times. The selection of the howling points was
based on the landscape configuration (e.g. distribution of potential
rendezvous sites based on the availability of refuge and areas with
low human activity) [45], the environmental conditions (selection
of the best places ensuring optimal conditions to simulate howling
and to hear replies), and information gathered previously in the
collection of wolf marks [42]. Howling sessions started at sunset
and spanned the early night-time hours, avoiding rainy or windy
nights, and were carried out between August and October when
reply rate is remarkable [44] (occasionally early November). Second, observation points were used to contact pups in the
rendezvous sites. The observer used 86 or 106 binoculars and
telescopes with 20–606 zoom lenses to scan potential rendezvous
sites and the surrounding areas during at least one hour. Observation points were carried out at sunrise and sunset in the
same period of howling sessions. p p
We then evaluated the relationship between wolf reproduction
(i.e. the presence of pups) and the mean and the maximum relative
indexes of abundance of wolf marks (predictors). Since the same
site was sampled several years, we built generalised linear mixed
models (GLMMs) with binomial error distribution and logit link. We included site and year as random factors in the models. Although sampling effort per site (total transect length) did not
differ between sites with and without a confirmed presence of pups
or between months, its variance was considerable (72 km), which
could potentially affect the studied relationships. Therefore, we
included in the models a covariate, the total transect length, in
order to statistically control their potential effect. Additionally, we
included a second covariate in the models (month) to account for
temporal differences in wolf mark detectability and abundance. Results A total of 1,877 km were surveyed in 463 transects with an
average length (6 s.d.) of transects of 15.668.5 km per site. Overall, 1,964 wolf marks were found and 1,497 howling (mean
number per site = 12.5, range 1–43) and 307 observations points
(mean number per site = 2.5, range 1–18) were used to confirm
the presence of pups. Out of the 120 sites surveyed, wolf
reproduction was confirmed in 84 cases (70%). Ethics statement In Spain, wolves north of river Duero are in Annex V of the
European Habitats Directive (92/43/EEC); being a game species
in Galicia and a species with a special regime (no game species) in
Asturias. Fieldwork procedures (collection of wolf marks and the
methods used to confirm the presence of pups) were specifically
approved by the Regional Governments of Asturias and Galicia as
well as the Spanish Ministry of Environment (Picos de Europa
National Park) as a part of regional and local wolf monitoring
activities. We did not handle any individual. Integrating Wolf Marking Behaviour into Monitoring October and early November. The number of wolf marks by
transect was noted. of the presence of pups, the two other comparisons inform how
invested the effort in detecting pups was. We assumed higher
values of howling points in areas without confirmed wolf
reproduction would reduce the probability of false absences of
pups. Reproductive success Finally, as total transect length per site positively correlated with
the
number
of
transects
(Spearman
coefficient
correlation,
rs = 0.845, P,0.0001) and the number of transects per site could
influence
the
maximum
relative
index
of
abundance
(the
probability to find higher indexes increase with the number of
transects), we included this factor as another covariate in the
model with the maximum relative index of abundance. For each
model, we estimated the marginal and the conditional R2
following Nakagawa and Schielzeth (2013) [46]. Marginal R2
represents the variance explained by fixed factors (relative indexes
of abundance of wolf marks, total transect length, month, number
of transects per site) whereas Conditional R2 is interpreted as
variance explained by both fixed and random factors. We
predicted the probability of wolf reproduction based on the
intensity of wolf marking behaviour and determined the cutting
points for both relative abundance indexes when the probability of
wolf reproduction was higher than 0.60, 0.80 and 0.99 (these
values were selected according to their informative and conserva-
tive value from a management point of view). All GLMMs were
fitted with SAS 9.2 (procedure GLIMMIX) [47]. We only considered reproduction
when pups responded
positively to howling or when they were observed at the
rendezvous site or its surroundings. Sampling effort was nearly
constant among sites with four days invested per site; which
overall, accounted for 480 days along the study period. Collection of wolf marks excretion) an intention of commu-
nication [35,38], pack members seems to use substrates and
conspicuous places differently according to their position in the
social hierarchy [38], and some faeces perhaps had other functions
than territorial marking during the period of study (e.g. for
marking empty food caches) [35,39], we considered that all faeces Taking into account the landscape configuration and the
availability of paths and trails, 1 to 9 transects were sampled
within each site with an average number of 4 transects per site
(median = 4), varying in length from 1 to 18 km (average length
per transect = 4.1 km, ntransects = 463). All transects were con-
ducted once around the pup rearing period. Seventy-seven percent
of transects were surveyed between August and September, when
all individuals of the pack are relatively stable around rendezvous
sites [32]. The remaining surveys were carried out between March 2014 | Volume 9 | Issue 3 | e93015 PLOS ONE | www.plosone.org 3 Integrating Wolf Marking Behaviour into Monitoring March 2014 | Volume 9 | Issue 3 | e93015 Integrating Wolf Marking Behaviour into Monitoring Integrating Wolf Marking Behaviour into Monitoring The mean number of wolf marks was ca. 3 times higher in sites
with a confirmed presence of pups (20.3 vs. 7.2 marks in sites with
and without confirmed reproduction, respectively) with the mean
relative index of abundance lower in sites without confirmed
reproduction (0.43; n = 36) compared to sites with confirmed
reproduction (1.61; n = 84; Fig. 2). The same pattern was observed
for the maximum relative index of abundance (1.19 vs. 3.16
respectively; Fig. 2). We found a significant relationship between
the mean and the maximum relative abundance index and the
probability of wolf reproduction (x22 = 17.52, d.f. = 1, P,0.0001
and x2 = 14.55, d.f. = 1, P,0.001, respectively; Table 1; Fig. 3)
when month, total transect length and number of transects were
controlled for (all covariates with a P.0.285; Table 1). The model
using the mean relative abundance index of wolf marks showed a
marginal R2 of 0.79 and a conditional R2 of 0.84, whereas in the
case of the model considering the maximum relative abundance of
wolf marks, marginal R2 was 0.63 and conditional R2 was 0.77. These results indicate that the explained variance by the random
factors (pack and year) was small. Our models predicted a probability of wolf reproduction higher
than 0.60, 0.80 and 0.99 for a mean relative abundance index of
0.65, 0.93 and 1.84 wolf marks per km respectively; and a
maximum relative abundance index of 0.71, 1.45 and 3.88 marks
per km, respectively (Fig. 3). Predicted probabilities of pup
presence by both indexes were positively correlated (Spearman
coefficient correlation, rs = 0.843, P,0.0001). In fact, considering
the three established cutting points and focusing on the mean
relative abundance index, we observed 100% of agreement with
the maximum relative abundance index in determining wolf
reproduction for a probability of 0.60, 97% for a probability of
0.80, and 96% for a probability of 0.99. The proportion of false
positives increased towards lower values of cutting points for the
probability of pup presence (Table 2). Within each selected cutting
point, this proportion was always higher for the maximum relative
abundance index (Table 2), although differences were not
significant (Z-test, all P-values.0.100; Table 2). Wolf marking behaviour and sign counts Individual asymmetries in territorial marking behaviour can
influence indices of abundance based on marks [25,26,48,49]. Thus, understanding the link between different marking behav-
iours and the abundance of marks is the only way to efficiently
interpret monitoring procedures based on marks (i.e. sign counts). Territoriality in carnivorous mammals is commonly indicated by
using scent or visual marking, such as urine, faeces or ground
scratching, playing these marks an important role in territory
maintenance and defence, indication of breeding status, demar-
cation of valuable places such as rich-food patches or home sites
and intra- or inter-specific communication [34–36,50]. Repro-
ductively active individuals - dominants in social species - assume a
high cost in territorial marking behaviour compared to subordi-
nates [38,51]. In the case of wolves, an assumption that only the mature pair
breeds [32], translates into a higher territorial marking intensity by
the breeding individuals [26,38,45], especially in conspicuous sites,
to increase the probability of the mark’s detection by conspecifics. On the contrary, lone wolves or young individuals tend to deposit
less marks in these conspicuous sites compared to breeding wolves
and other pack members [25,32,39]. In the case of lone wolves this
behaviour may be particular important to decrease the probability
of an encounter with territory holders. Higher levels of sex
hormones detected in the wolf faeces located in particular
conspicuous sites such as junctions supports these behavioural
patterns [38]. As predicted, high levels of wolf marking behaviour
around breeding season (pup rearing period) will reflect the
existence of a successful breeding pair and the presence of pups. The observation that the number of wolf marks was three times
higher in sites with a confirmed presence of pups compared with
sites where wolves were present but pups were not confirmed is
worth mentioning. Because pups are mainly stationary around
rendezvous sites in the first months of life, they can not be
responsible for a higher number of faeces in these areas. On the
other hand, an absence of temporal differences in the intensity of
territorial marking (we only detected a non-significant decrease in
November, see Table 1) suggests constancy in this behaviour
during this period. Figure 2. Box-plot showing mean and maximum relative
abundance indexes of wolf marks in sites with and without
confirmed wolf reproduction (presence of pups). Grey box
indicates sites with confirmed wolf reproduction, whereas white box
refers to sites without confirmed wolf reproduction. Wolf marking behaviour and sign counts The continuous line
within the box indicate the median; whereas the discontinuous line
shows the mean value. The lower end of the box indicate the 25th
percentile, the upper end of the box indicate the 75th percentile, and
the error bars shows the 10th and 90th percentiles. Points denote
outliers. Figure 2. Box-plot showing mean and maximum relative
abundance indexes of wolf marks in sites with and without
confirmed wolf reproduction (presence of pups). Grey box
indicates sites with confirmed wolf reproduction, whereas white box
refers to sites without confirmed wolf reproduction. The continuous line
within the box indicate the median; whereas the discontinuous line
shows the mean value. The lower end of the box indicate the 25th
percentile, the upper end of the box indicate the 75th percentile, and
the error bars shows the 10th and 90th percentiles. Points denote
outliers. Discussion Wolf marking behaviour and sign counts Data analyses For
each
site,
we
considered
two
measures
of
relative
abundance of wolf marks. First, we calculated a mean relative
index of abundance of wolf marks as the ratio between the total
number of marks found and the sum of the length of all surveyed
transects (in kilometres). Second, we identified the transect with
the highest value of relative index of abundance (i.e. the ratio
between the marks found and the length for each transect) and we
considered this value as the maximum relative index of abundance
per site. Moreover, we categorised all sites in a binary variable,
according to the confirmed presence of pups. p
(
)
Comparing sites with and without reproduction, average total
transect length was similar, 14.8 km and 17.7 km respectively, and
we did not detect significant differences between groups (Mann-
Whitney U test, P = 0.151, n = 120), indicating homogeneity in the
sampling effort invested among sites in relation with the number of
kilometers surveyed. However, the number of howling and
observation points was different between groups. Whereas the
mean number of howling points was significantly higher in sites
without a confirmed reproduction (16 vs. 11; Mann-Whitney U
test, P = 0.005, n = 120); the number of observation points showed
the opposite pattern (2 vs. 3; Mann-Whitney U test, P = 0.029,
n = 120). Although observation points were made in all sites
regardless of the confirmation of reproduction, they particularly
confirmed wolf reproduction in those sites where howling sessions
were positive. Differences in sampling effort among sites could affect either the
value of the relative indexes of abundance used or the probability
to detect wolf reproduction, which could ultimately affect our
results. Therefore, we first tested whether the sampling effort was
different between sites with and without confirmed wolf repro-
duction by comparing transect length as well as the number of
howling and observation points using Mann-Whitney U tests. While the former comparison gives us an idea about the
homogeneity in the sampling effort to find wolf marks irrespective March 2014 | Volume 9 | Issue 3 | e93015 PLOS ONE | www.plosone.org 4 Determining wolf reproduction Predicted probability of presence of pups against the mean and the maximum relative abundance index of wo
Continuous black and grey line refers to the mean and the maximum relative abundance index of wolf marks, respectively (6 s.e., dot
Striped line show the cutting point of 0.60; whereas the vertical black and grey bars show the cutting points of 0.80 and 0.99 for the mea
maximum relative abundance index, respectively. Numbers for these cutting points refers to the number of wolf marks km21 for the mean Figure 3. Predicted probability of presence of pups against the mean and the maximum
Continuous black and grey line refers to the mean and the maximum relative abundance index o
Striped line show the cutting point of 0.60; whereas the vertical black and grey bars show the cuttin
maximum relative abundance index, respectively. Numbers for these cutting points refers to the num
the maximum (right) relative abundance index. For clarity, we also show a zoom (bottom) on these
correspondence between the established cutting points and the values of the relative abundance ind
of wolf marks km21. Figure 3. Predicted probability of presence of pups against the mean and the maximum relative abundance index of wolf marks. Continuous black and grey line refers to the mean and the maximum relative abundance index of wolf marks, respectively (6 s.e., dotted lines). Striped line show the cutting point of 0.60; whereas the vertical black and grey bars show the cutting points of 0.80 and 0.99 for the mean and the
maximum relative abundance index, respectively. Numbers for these cutting points refers to the number of wolf marks km21 for the mean (left) and
the maximum (right) relative abundance index. For clarity, we also show a zoom (bottom) on these predicted probabilities, with lines denoting the
correspondence between the established cutting points and the values of the relative abundance indexes, for the first range of values of the number
of wolf marks km21. doi:10.1371/journal.pone.0093015.g003 Figure 3. Predicted probability of presence of pups against the mean and the maximum relative abundance index of wolf marks. Continuous black and grey line refers to the mean and the maximum relative abundance index of wolf marks, respectively (6 s.e., dotted lines). Determining wolf reproduction Simple mark/sign counts provide valuable information about
presence, distribution or relative abundance of large carnivores
[10]. However, gathering data on demographic parameters doi:10.1371/journal.pone.0093015.g002 March 2014 | Volume 9 | Issue 3 | e93015 PLOS ONE | www.plosone.org 5 Integrating Wolf Marking Behaviour into Monitoring Table 1. Parameter estimates (6 s.e.) in the models testing the relationship between the mean and the m
abundance of wolf marks (marks km21) and wolf reproduction. Mean relative abundance index
Maximum relative abundan
Model-effect
Parameter estimate (± s.e.)
Parameter estimate (± s.e. Intercept
21.8861.14
20.5161.17
Relative abundance of wolf marks
3.5360.84*
1.3260.34*
Sampling effort (km)
20.0160.04
0.0560.07
Number of transects
-
20.2160.30
Month
September
0.5160.84
0.9960.87
October
0.3961.07
0.7961.05
November
21.4861.27
20.7761.21
The level ‘‘month (August)’’ is included in the intercept. * Significant at P,0.001. Note that the covariate ‘‘number of transects’’ was not included in the model with the mean relative abundance index (see text for details). doi:10.1371/journal.pone.0093015.t001 Table 1. Parameter estimates (6 s.e.) in the models testing the relationship between the mean and the maximum relative
abundance of wolf marks (marks km21) and wolf reproduction. Mean relative abundance index
Maximum relative abundance index
Model-effect
Parameter estimate (± s.e.)
Parameter estimate (± s.e.)
Intercept
21.8861.14
20.5161.17
Relative abundance of wolf marks
3.5360.84*
1.3260.34*
Sampling effort (km)
20.0160.04
0.0560.07
Number of transects
-
20.2160.30
Month
September
0.5160.84
0.9960.87
October
0.3961.07
0.7961.05
November
21.4861.27
20.7761.21
The level ‘‘month (August)’’ is included in the intercept. * Significant at P,0.001. Note that the covariate ‘‘number of transects’’ was not included in the model with the mean relative abundance index (see text for details). doi:10.1371/journal.pone.0093015.t001 Table 1. Parameter estimates (6 s.e.) in the models testing the relationship between the mean and the maximum relative
abundance of wolf marks (marks km21) and wolf reproduction. Table 1. Parameter estimates (6 s.e.) in the models testing the relationship between the mean and the maximum relative
abundance of wolf marks (marks km21) and wolf reproduction. Table 1. Parameter estimates (6 s.e.) in the models testing the relationship between the mean and the maximum relative
abundance of wolf marks (marks km21) and wolf reproduction. Significant at P,0.001. Note that the covariate ‘‘number of transects’’ was not included in the model with the mean relative abundance index (see text for details). doi:10 1371/journal pone 0093015 t001 Figure 3. Determining wolf reproduction Moreover, because pack members seems to use substrates
and conspicuous places differently for marking behaviour [38], the
influence of different levels of territorial marking, according to
individual attributes and the conspicuous sites considered, on the
studied relationships deserves further investigation. The level of confidence determining the probability of wolf
reproduction in a given area could be adapted according to
different
management
goals
and
population
scenarios. For
example, we recommend a reliable level in small populations
(cutting points of 0.80 or 0.99) decreasing the probability of false
positives (type I error, see Table 2), whereas this probability could
be conservative (0.60) at large populations. The mean relative
abundance index showed a low probability of false positive (below
0.10 for all cutting points); being zero for the cutting point of 0.99. Thus, as a general rule, we suggest a cutting point of 0.60 in the
probability of wolf reproduction to monitor wolves on a regional
scale and the use of the mean instead of the maximum relative
abundance index of wolf marks. This option will reduce the
influence of short transects with a high number of wolf marks or a
small number of transects per site on the probability of wolf
reproduction. By combining this method with different spatial
criteria, such as the distance among packs in different scenarios
(saturated, non-saturated or recovering areas) or simulated wolf
territories, it would be possible to improve the estimates on the
number of wolf packs. In addition, we highlight that a similar
approach based on wolf marking behaviour could determine the
probability of the occurrence of non-breeding packs. This
application would require the understanding of differences in the
intensity of territorial marking in areas with lonely or floaters
individuals and areas with established non-breeding pairs or family
groups. p
g
Our findings would objectively reduce the level of uncertainty in
the estimation of the number of packs, particularly when they are
not confirmed with other procedures [53]. For example, many
monitoring programmes simulate howls to locate pups [22,23], but
this method also has drawbacks in relation with the subjectivity of
the observer determining the participation of pups in a chorus
howl and the fact that wolves occasionally do not respond, as well
as its logistical constraints when it is applied over large scales [54]. Determining wolf reproduction Mean relative abundance index
Maximum relative abundance index
Cutting point
Proportion of false positives (number of total cases)
Proportion of false positives (number of total cases)
0.60
0.08 (75)
0.18 (101)
0.80
0.07 (61)
0.14 (80)
0.99
0.00 (26)
0.04 (22)
doi:10.1371/journal.pone.0093015.t002 Table 2. Proportion of false positives (Type I error) using the 0.60, 0.80 and 0.99 cutting points for the predicted probability of wolf
reproduction based on the mean and the maximum relative abundance index. Table 2. Proportion of false positives (Type I error) using the 0.60, 0.80 and 0.99 cutting points for the predicted probability of wolf
reproduction based on the mean and the maximum relative abundance index. generally
required
other
intensive,
invasive,
and
expensive
approaches (e.g. radiotracking or DNA analyses), often feasible
for research-oriented efforts applied over small areas or small
populations. Excluding snow-tracking – a time-delayed approach
used to determine the occurrence of reproduction events based on
the number of individuals detected (tracks) in the following winter -
which shows several logistical constraints associated to snow
conditions, spatial scale (high cost and significant field effort
needed) and, sometimes, interpretation [28], to our knowledge,
this is the first time that it is established a real-time relationship
between intensity of territorial marking and the probability of wolf
reproduction. training of observers, resulting in high correct assignment rates
[52]. On the other hand, even although we used a multiple sampling
approach to determine reproduction events, it is well-known that
both methods are not completely efficient [53,54], and the
existence of an important number of false absences could affect
our results. However, in our case, sampling effort was higher in
those sites where pups were not detected, decreasing the
probability of false absences of wolf reproduction. In fact, for
both relative abundance indexes, the 25th percentiles of sites with
confirmed wolf reproduction did not overlap or showed a low
overlapping with the 75th and 90th percentiles, respectively, of sites
with unconfirmed wolf reproduction (Fig. 2), suggesting that the
number of false absences was small. Finally, since the probability
of wolf reproduction was independent of a sampling effort,
indicating the importance of a stratified sampling to monitor
wolves based on wolf marking behaviour, more studies are needed
to optimize sampling design (e.g. minimum transect length per
site). Determining wolf reproduction For wolf surveys covering large areas, it has been suggested that
the effectiveness of simulated howling could be improved by
selecting howling sites in those places with the largest concentra-
tions of wolf marks during the breeding period [42]. In other
words, selecting sites where the probability of wolf reproduction is
high based on the intensity of territorial marking as this study
shows. In wolf surveys based on howling, this method could add an
objective approach to determine the probability of wolf reproduc-
tion when high relative abundance of wolf marks are found in a
given area, but the presence of pups is not verified using howling. Although our analyses were controlled for mark detectability,
we acknowledge that prior to generalising the use of this method, it
is necessary to develop similar trials in other landscape configu-
rations and wolf populations evaluating quantitative changes in the
values of the relative abundance indexes in established cutting
points for the probability of wolf reproduction (0.60, 0.80 and
0.99). For example, several studies suggest that wolves use linear
infrastructures to place a significant proportion of their territorial
marks [31,32,34,42,43], but how landscape configuration influ-
ences this marking behaviour is unknown. Another important
concern in the use of this method would be the feasibility in the
identification of wolf marks. However, features described above
may be efficiently used as diagnostic attributes, along with the Determining wolf reproduction Striped line show the cutting point of 0.60; whereas the vertical black and grey bars show the cutting points of 0.80 and 0.99 for the mean and the
maximum relative abundance index, respectively. Numbers for these cutting points refers to the number of wolf marks km21 for the mean (left) and
the maximum (right) relative abundance index. For clarity, we also show a zoom (bottom) on these predicted probabilities, with lines denoting the
correspondence between the established cutting points and the values of the relative abundance indexes, for the first range of values of the number
of wolf marks km21. doi:10.1371/journal.pone.0093015.g003 Figure 3. Predicted probability of presence of pups against the mean and the maximum relative abundance index of wolf marks. Continuous black and grey line refers to the mean and the maximum relative abundance index of wolf marks, respectively (6 s.e., dotted lines). Striped line show the cutting point of 0.60; whereas the vertical black and grey bars show the cutting points of 0.80 and 0.99 for the mean and the
maximum relative abundance index, respectively. Numbers for these cutting points refers to the number of wolf marks km21 for the mean (left) and
the maximum (right) relative abundance index. For clarity, we also show a zoom (bottom) on these predicted probabilities, with lines denoting the
correspondence between the established cutting points and the values of the relative abundance indexes, for the first range of values of the number
of wolf marks km21. doi:10.1371/journal.pone.0093015.g003 March 2014 | Volume 9 | Issue 3 | e93015 PLOS ONE | www.plosone.org 6 Integrating Wolf Marking Behaviour into Monitoring Table 2. Proportion of false positives (Type I error) using the 0.60, 0.80 and 0.99 cutting points for the predicted probability of wolf
reproduction based on the mean and the maximum relative abundance index. Mean relative abundance index
Maximum relative abundance index
Cutting point
Proportion of false positives (number of total cases)
Proportion of false positives (number of total cases)
0.60
0.08 (75)
0.18 (101)
0.80
0.07 (61)
0.14 (80)
0.99
0.00 (26)
0.04 (22)
doi:10.1371/journal.pone.0093015.t002 Table 2. Proportion of false positives (Type I error) using the 0.60, 0.80 and 0.99 cutting points for the predicted probability of wolf
reproduction based on the mean and the maximum relative abundance index. Acknowledgments We are in debt to wolf biologists Victor Sazatornil, Vicente Palacios,
Alberto Ferna´ndez, Javier Naves, Andre´s Ordiz, Antonio Uzal and Miguel
Rico who participated in the fieldwork. We thank to the staff, ranges and
technicians of these institutions for their help. JVLB was supported by the
Spanish Ministry of Economy and Competitiveness. This is scientific paper
no. 1 from the Iberian Wolf Research Team (IWRT). We propose that this procedure could be easily exported to
other wolf populations and countries. Across Europe, transbound-
ary cooperation in wolf management is a pressing need [29]. This
fact requires coordination among all authorities and actions
including compatibility and/or convergence in monitoring meth-
ods and target information. Since this method does not rely upon
complex procedures or equipment, it can be relatively straight-
forward and quick to conduct by rangers, technical staff or
volunteers, and easily implemented in routine samplings. The use
of the number of packs may turn estimates more homogeneous in
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177. 17. Integrating Wolf Marking Behaviour into Monitoring determine the level of accuracy required in wolf estimates
(individuals or packs). For example, at small populations such as
the critically endangered population located in Sierra Morena (S
Spain; ,50 individuals) [27,29] the appropriate level of informa-
tion would estimate both the number of individuals, using
intensive approaches and the number of packs. But, the former
level of accuracy may be unnecessary at large populations, such as
the NW Iberian wolf population, assuming higher levels of
uncertainty until the population would not be below a critical
value, such as a given annual number of packs, number of
reproductions or effective population size (minimum number of
breeding pairs). In this regard, adopting a cost effective approach,
the number of packs could serve as sentinel information to shift
between intensive (individuals and packs) and simple and extensive
(packs) monitoring procedures and vice versa. Concluding Remarks We show how the integration of wolf marking behaviour with
simple sampling procedures (sign counts) permit rapid, real-time,
and cost effective assessments of the breeding status of wolf packs
with substantial implications to monitor wolves over large spatial
scales. The assessment of the number of packs using this approach
would provide a simple way to regularly assess the status of wolf
populations
providing
acceptable
estimates
of
demographic
parameters such as reproduction success or annual effective
population sizes. This information is essential for an efficient,
adaptive management framework in wolf populations, even when
populations are not threatened. Author Contributions Conceived and designed the experiments: JVLB LLL. Performed the
experiments: LLL EJG JVLB. Analyzed the data: JVLB. Contributed
reagents/materials/analysis tools: LLL JVLB. Wrote the paper: JVLB
LLL. Conceived and designed the experiments: JVLB LLL. Performed the
experiments: LLL EJG JVLB. Analyzed the data: JVLB. Contributed
reagents/materials/analysis tools: LLL JVLB. Wrote the paper: JVLB
LLL. Surveying wolves at large spatial scales In the last years, the convenience of estimating the number of
wolves or packs (or the number of reproductions) has been the
focus of an intense and controversial debate. Finally, wolf
biologists and managers seem to agree about the robust and
biological meaning of packs as a unit to monitor wolves [16],
which could be easily estimated with the method proposed here. However, monitoring and management are interactive processes,
and therefore, management goals for each wolf population will March 2014 | Volume 9 | Issue 3 | e93015 PLOS ONE | www.plosone.org 7 Integrating Wolf Marking Behaviour into Monitoring Integrating Wolf Marking Behaviour into Monitoring Integrating Wolf Marking Behaviour into Monitoring Integrating Wolf Marking Behaviour into Monitoring 46. Nakagawa S, Schielzeth H (2013) A general and simple method for obtaining R2
from Generalized Linear Mixed-effects Models. Methods Ecol Evol 4: 133–142. 37. Scandura M, Iacolina L, Capitani C, Gazzola A, Mattioli L, et al. (2011) Fine-
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es
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Un tímpano románico inédito procedente de Labastida (Álava)
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Archivo español de arte/Archivo español de arte
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cc-by
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274, 1996
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UN TÍMPANO ROMÁNICO INÉDITO PROCEDENTE DE LABASTIDA (ÁLAVA)
En el claustro del Museo de San Telmo de San Sebastián se conservan, empotrados en una
pared, restos de un tímpano que ha pasado desapercibido hasta la fecha. Únicamente conozco
una nota explicativa a una foto que aparece en el catálogo del Museo de San Telmo de Gonzalo
Manso de Zúñiga, donde señala su procedencia de la localidad alavesa de Labastida, lo fecha en
el siglo X y añade que son restos de un sepulcro i.
Sin embargo la iconografía nos indica que se trata de un tímpano y que su cronología se sitúa
hacia finales del siglo xii o principios del xiii.
De Labastida se conocen hasta once ermitas que han desaparecido —Nuestra Señora de los
Angeles de Toloño, Nuestra Señora de Remélluri, San Andrés de Muga, San Clemente, San Cristóbal, Santa Eulalia, El Humilladero, San Julián, San Martín, San Román y Santiago— sin que se
sepa en la mayoría de ellas a qué época pertenecieron y de cuál proceden los restos del tímpano 2.
El tímpano (Fig. 1) presenta a dos ángeles que sostienen un crismón trinitario con las letras
habituales, P, S, X, Alfa y Omega. Como es conocido es a partir del tímpano de Jaca cuando se difunde por todo el arte románico este tipo de Crismón que incluye la S referida al Espíritu Santo.
La parte superior de la P está parcialmente fracturada, por lo que no sabemos si en esta parte
tendría cruz o si carecería de ella, pero en cualquier caso parece difícil que, a parte de la duda de
la cruz, pudiese existir otro elemento iconográfico en esa parte del tímpano. Los dos ángeles que
sostienen el crismón están también deteriorados, pero se conservan las cabezas nimbadas, se
aprecia parte de las vestimentas y las alas, habiéndose perdido en ambos casos la parte inferior, lo
que nos impide saber sobre qué superficie se sostendrían o si por el contrario estarían elevados.
El motivo iconográfico de los dos ángeles que sostienen el crismón procede de los soldados
que guardaban el Lábaro imperial romano, que se convertirán en victorias aladas que custodiaban dicho estandarte. Este motivo debió servir para desarrollar la conocida fórmula de la imago
clipeata en los sarcófagos paganos, esquema que pasará íntegramente a los sarcófagos cristianos
que ya hacia el año 400 incorpora el monograma de Cristo ^. La presencia de los dos ángeles
sosteniendo o elevando el crismón trinitario cobra un especial significado eucarístico al encontrarse una invocación a las tres personas en algunos pasajes del Ordo Missae, como ha recordado
Serafín Moralejo a propósito del baldaquino de Compostela 4. En cualquier caso no es una novedad este sentido eucarístico, pues ya desde el siglo 11 aparece el Cordero junto al crismón, lo
que refuerza la idea de salvación de la segunda persona e incide por tanto en el sacramento eucarístico. No olvidemos que la fórmula iconográfica del crismón junto al agnus Dei, fórmula eucarística por excelencia, tuvo una amplia repercusión en el entorno de Álava, y así aparece en
Armentia o Aguilar de Codés.
Al ámbito aragonés se incorporó el motivo de los dos ángeles a partir de las fórmulas creadas por el taller del maestro Gilduin en Saint-Sernin de Toulouse, que ahí lo hacían sosteniendo
el busto de Cristo. Luego, los dos ángeles incorporaron el crismón trinitario de origen jaqués
hasta completar la fórmula iconográfica que vemos en el tímpano de Labastida y que tanto desarrollo tuvo en el área navarro-aragonés. Así aparecen ángeles sosteniendo el crismón en la por1 MANSO DE ZÚÑIGA, Gonzalo: Museo San Telmo, Bilbao, 1976, p. 74.
2 ENCISO VIANA, Emilio y CANTERA ORIVE, Julián: Catálogo monumental de la diócesis de Vitoria, vol. 1, Vitoria, 1967,
pp. 199-206, señalan la existencia documental de estas once ermitas desaparecidas, en algún caso con descripciones o citas hechas hace un siglo.
3 Para este tipo de iconografía vid. OCON ALONSO, D.: Tímpanos románticos en españoles: reinos de Navarra y Aragón,
Madrid, Universidad Complutense, 1985, vol. 2, pp. 100-108.
4 MORALEJO, Serafín: «Ars sacra et sculpture romane: le trésor et le chantier de Compostelle», en Ler cahiers de SaintMichel de Cuixà, Il (1980), p. 215.
(c) Consejo Superior de Investigaciones Científicas
Licencia Creative Commons 3.0 España (by-nc)
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AEA, 274, 1996
VARIA
206
Fig. 7. Restos del tímpano procedentes de Labastida (Álava). San Sebastian, Museo de San Telmo.
Fig. 8. Carrillo, Bodegón. Madrid, Comercio de Arte.
(c) Consejo Superior de Investigaciones Científicas
Licencia Creative Commons 3.0 España (by-nc)
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AEA
274, 1996
VARIA
207
tada oeste de San Salvador de Ejea de los Caballeros (Zaragoza), San Pedro el Viejo de Huesca,
San Felices de Uncastillo (Zaragoza), Tamarite de Litera (Huesca), Sainte Engrace (Pyrénées).
De todas éstas la primera receptora de la iconografía del crismón sostenido por dos ángeles se
encuentra en San Pedro el Viejo de Huesca hacia la mitad del siglo xii; luego estaría la iglesia de
Sainte Engrance y Tamarite que se fechan hacia el último tercio del siglo xii; Uncastillo todavía
se sitúa en el siglo xii, hacia su final, y Ejea de los Caballeros sobrepasa las primeras décadas del
XIII. Para Labastida no contamos con fechas precisas, pero teniendo en cuenta las anteriores y su
factura popular, todo nos induce a creer que estaría más cerca de la última que de la primera.
Estilísticamente el tímpano de Labastida presenta unas características sumamente populares.
Se trata, en efecto, de un escultor rural que interpreta una iconografía oficial, y como suele ser
frecuente en este tipo de obras populares, no se encuentran relaciones estilísticas claras. De hecho, con los otros cuatro tímpanos existentes en Álava —Añes, Zambrana y dos en Armenia— no
guarda ninguna relación estilística, aspecto que es extensivo a los dos únicos crismones alaveses
existentes, el de Armentia y el de Zambrana.
Agustín GÓMEZ GÓMEZ
Doctor por la Universidad del País Vasco
UN BODEGÓN FIRMADO POR «CARRILLO»
El número de cuadros firmados, dentro de la pintura española es tan relativamente escaso que
siempre es de celebrar la aparición de uno de ellos con estas características. Es el caso del bodegón
que nos ocupa (1,25 x 2,25 m), en el comercio, y del cual sabemos el nombre del autor, Carrillo, cuya
firma se encuentra en el papel del envoltorio situado en el centro de la composición (Fig. 8 y 9.)
Desafortunadamente, nada mas se sabe de este artista. Tan sólo el «Lexikon» i menciona a
un tal Juan Carrillo, ubicándolo en Sevilla hacia 1513. Esta fecha no coincide con la del cuadro
estudiado ya que la aparición del bodegón en España se sitúa a finales del xvi y, dados los elementos presentes en esta obra, no se puede aceptar una datación anterior.
La obra es interesante al tratarse de un «Bodegón» en el más estricto sentido de la palabra 2,
en el cual las figuras humanas aparecen en un interior mezcladas con aumentos. Esta definición
de bodegón procede del «Tesoro de la Lengua española» de Covarrubias (1611) donde aparece
el término como: «El sótano o portal baxo, dentro del cual está la bodega a donde el que no tiene
quien le guise la comida la halla allí aderezada y juntamente con las bebidas». Dos años antes, en
1599, se recogen, en el testamento de Pantoja de la Cruz y como pintados por él, unos «bodegones de Italia, pinturas grandes». No se sabe con precisión el tipo de pintura a la que alude pero trae
a la memoria las obras del norte de Italia las cuales, fechadas en época similar e imbuidas de un
aire flamenco, serían llamadas «bodegones» en España. Estos cuadros recogen escenas con vendedores de aves, de pescados o de frutas ^. El cuadro que nos ocupa encaja a la perfección dentro
1 «AUgemeines Lexikon der Bildenden Künstler», Thieme-Becker, 1932, T. VI: «Carrillo, Juan: spanische Maler in
Sevilla um 1513».
2 Véase PÉREZ SÁNCHEZ: «La Nature Morte espagnole de XVIIe ème siècle a Goya», 1971, pp. 13-16.
3 Ver: PÉREZ SÁNCHEZ: «Pintura española de bodegones y floreros. De 1600 a Goya», Catálogo Exposición Museo del
Prado, 1983, p. 24. Por su parte, en el Diccionario de la Real Academia Española se define «bodegón» como «Tienda
donde se guisa y se sirven comidas ordinarias». De estas dos últimas acepciones, que identifican el bodegón con la venta
de algún producto alimenticio, puede proceder la idea, sin confirmar, de que estos cuadros colgaban de las paredes a la
entrada de tiendas o mesones, anunciando la mercancía.
(c) Consejo Superior de Investigaciones Científicas
Licencia Creative Commons 3.0 España (by-nc)
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Association of occlusal wear facets in patients with temporomandibular disorders
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Bioinformation
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Declaration on Publication Ethics: The authors state that they adhere with COPE guidelines on publishing ethics as described elsewhere at https://publicationethics.org/. The authors also
undertake that they are not associated with any other third party (governmental or non-governmental agencies) linking with any form of unethical issues
connecting to this publication. The authors also declare that they are not withholding any information that is misleading to the publisher in regard to this
article. Faazila Fathima1, Sreedevi Dharman2,* & P Senthil Murugan3 1Saveetha Dental college and hospitals, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai 77, India;
2Department of Oral Medicine &Radiology, Saveetha Dental College and Hospitals, Saveetha Institute of Medical and Technical Sciences,
Saveetha University, Chennai 77, India; 3Department of Oral Surgery, Saveetha Dental College and Hospitals, Saveetha Institute of Medical
and Technical Sciences, Saveetha University, Chennai 77,India; Sreedevi Dharman – Email.id: sreedevi@saveetha.com The authors are responsible for the content of this article. The Editorial and the publisher has taken reason
in accordance to publishing ethics with adequate peer reviews deposited at PUBLONS. this article. The Editorial and the publisher has taken reasonable steps to check the content of the article
ate peer reviews deposited at PUBLONS. Declaration on official E-mail: Declaration on official E mail:
The corresponding author declares that official e-mail from their institution is not available for all authors The corresponding author declares that official e-mail from their institution is not available for all authors www.bioinformation.net
Volume 16(12)
Research Arti
Association of occlusal wear facets in patients with
temporomandibular disorders Research Article Author contacts: Faazila Fathima - 151501018.sdc@saveetha.com; Sreedevi Dharman - sreedevi@saveetha.com; Senthil Murugan -
senthilmuruganp.sdc@saveetha.com Received October 7, 2020; Revised October 27, 2020; Accepted October 27, 2020; Published December 31, 2020 DOI: 10.6026/973206300161060 The authors are responsible for the content of this article. The Editorial and the publisher has taken reasonable steps to check the content of the article
in accordance to publishing ethics with adequate peer reviews deposited at PUBLONS. Background: The present study was conducted in a university setting (Saveetha
dental college and hospitals, Chennai, India). Thus the data
available is of patients from the same geographic location and have
similar ethnicity. The retrospective study was carried out with the
help of digital case records of 98 patients who reported to the
hospital. Ethical clearance to conduct this study was obtained from
the Scientific Review Board of the hospital. The ethical approval
number
for
the
present
study
is
SDC/SIHEC/2020/DIASDATA/0619-0320. The present study was conducted in a university setting (Saveetha
dental college and hospitals, Chennai, India). Thus the data
available is of patients from the same geographic location and have
similar ethnicity. The retrospective study was carried out with the
help of digital case records of 98 patients who reported to the
hospital. Ethical clearance to conduct this study was obtained from
the Scientific Review Board of the hospital. The ethical approval
number
for
the
present
study
is
SDC/SIHEC/2020/DIASDATA/0619-0320. Background:
TMD is a functional and pathological condition affecting
temporomandibular joint, the masticatory musculature, or both in
the maxillofacial region [1]. Approximately 33% of the population
has at least one TMD symptom and 3.6% to 7% of the population
has TMD with more severity to cause them to seek treatment [2]. Etiology of TMD is multifactorial, and is related to a number of
dental and medical conditions, such as occlusion, posture,
parafunctional
habits,
restorative
procedures,
orthodontic
treatment, emotional stress, trauma, anatomy of the disc,
pathophysiology of the muscles, genetic and psychosocial factors
such as age, and gender [3]. Typical signs and symptoms of TMD
are pain, limited mouth opening, joint sounds, mandibular
deviation, and chewing disability. These symptoms may exist alone
or in combination. However, it cannot be stated that these factors
are predisposing TMD or are only coincidental [4]. Due to the
etiological complexity and variety of signs and symptoms that may
represent other pathologies, recognition and differentiation of
TMDs is not very clear to the professional. Therefore, routine
screening should be combined with the anamnesis and selective
clinical examination, for the professional to perform an accurate
diagnosis and therefore develop the proper treatment plan [5]. Teeth wear is considered as a visible sign of physiological
functional wear and a rather rapid onset in bruxism. It is probably
seen more as a result of functional disturbance in the masticatory
system [6]. Abstract: Abstract:
Occlusal changes were important factors in temporomandibular disorder (TMD). It is of interest to evaluate the association of occlusal wear
facets in TMD patients. We used a dataset of 49 patients with and without TMD for this study. Occlusal wear facets were evaluated using
Smith and Knight tooth wear index. Data shows that teeth wear was present more in patients with TMD (55%). The age group 26-40 years
showed high prevalence of teeth wear (grade1) in TMD patients (P value = 0.034). TMD was present more in females than males. Female
(54%) patients with TMD showed more teeth wear compared to males. Most patients with TMD showed posterior teeth wear (61%) than
generalized teeth wear. Thus, association was present between occlusal teeth wear and TMD patients especially in the age group of 26-40
years. Hence, proper evaluation of occlusal factors will aid in early diagnosis of TMDs. Keywords: Bruxism; clenching; occlusal wear; temporomandibular disorder. ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) 1060 ©Biomedical Informatics (2020) Sampling: 98 patients were reviewed from patient’s records and data were
extracted. Only relevant data was included to minimize sampling
bias. Simple random sampling method was carried out. Cross
verification of data for error was done by presence of additional
reviewer and by photographic evaluation. Background: Mechanical tooth surface wear is caused by harmful or
parafunctional mandibular movements. Parafunctional habits such
as bruxism, tooth clenching, gum chewing, biting foreign objects,
and prolonged nail biting might increase the risk of developing
TMD [7]. Parafunctional activities are usually harmless, until the
forces exerted exceed the structural tolerance [8]. Bruxism and
clenching reportedly lead to joint space reduction, followed by disc
compression, and resulting pain in the masticatory muscles. Occlusion is treated not only as the ratio of contact between teeth,
but also as a dynamic, morphological and functional relation,
presenting a great influence on chewing, swallowing and speech
[9]. Tooth wear alters the existing occlusal plane introducing
deflective occlusal interferences [2]. Occlusal/skeletal factors, such
as crossbite, overjet and centric relation (CR) to maximum
intercuspation (MI) discrepancy greater than 2 mm could be
considered occlusal risk factors for TMD [6]. These are of serious
concern to the patient and the dental professionals because of its
relation to the temporo mandibular joint disorders. Therefore, it is
of interest to evaluate the association of occlusal wear facets in
TMD patients. is Table 1:Table shows the frequency of different age groups among patients with TMD. It is evident from the table that TMD was present more in the age group of 26-
40years(46.9%). Table 1:Table shows the frequency of different age groups among patients with TMD. It is evident from the table that TMD was present more in the age group of 26-
40years(46.9%). 40years(46.9%). Age group
Frequency
Percentage
Below 25years
15
30.6
26-40years
23
46.9
41-55years
8
16.3
Above 55 years
3
6.2
Total
49
100 40years(46.9%). Age group
Frequency
Percentage
Below 25years
15
30.6
26-40years
23
46.9
41-55years
8
16.3
Above 55 years
3
6.2
Total
49
100 Table 2: Table shows the frequency of gender among patients with TMD. It is evident
from the table that TMD was present more in females (53.1%) compared to males. Table 2: Table shows the frequency of gender among patients with TMD. It is evident
from the table that TMD was present more in females (53.1%) compared to males. Gender
Frequency
Percentage Gender
Frequency
Percentage
Male
23
46.9
Female
26
53.1
Total
49
100 Results: Out of 49 patients with TMD, 46.9% of them belonged to the age
group of 26-40 years, 30.6% belonged to the age group below 25
years, 16.3% belonged to the age group of 41-55 years and 6.2%
belonged to the age group above 55 years (Figure 1). Majority of the
patients with TMD were in the age group of 26-40 years (Table 1). 26 (53.1%) out of 49 TMD patients were females and 23 (46.9%)
were males (Figure 2). It is thus evident that TMD was present
more in females compared with males (Table 2). On comparison of
Figure 3 and Figure 4, it was observed that in the age group below
25 years in TMD patients, 33.4% had grade1 and 6.6% had grade2
(p value-0.034 (p<0.05), hence statistically significant) while in the
same age group, patients without TMD had no teeth wear and
grade0 was only observed (pvalue-0.00 (p<0.05), hence statistically
significant). In the age group of 26-40years, patients with TMD
showed 30.4% grade 1, 13.1% grade2 and 4.4% grade4 while in the
same age group of patients without TMD majority did not show
teeth wear and 21.1% had grade1. Grade 2 (62.5%) was the most
prevalent teeth wear grade in 41-55 years of age in TMD patients
while the same age group patients without TMD also showed
higher prevalence of grade 2(50%). However, in the age group of
above 55 years, the groups showed high prevalence of teeth wear of
which, 66.7% of the patients with TMD had grade2 and in patients
without TMD, 75% had grade 2. On comparison of Figure 5 and
Figure 6, it was observed that in patients with TMD, 43.5% of males
and 65.4% of females had teeth wear (p value- 0.34 (p>0.05), hence
statistically not significant), while in patients without TMD, 40.8%
of the males and only 36.4% of the females showed presence of
teeth wear (p value- 0.823 (p>0.05), hence statistically not
significant). It was observed from Figure 7 that higher teeth wear
grades were prevalent in TMD patients compared to patients
without TMD (p value- 0.340 (p>0.05), hence statistically not
significant). Teeth wear grade1 was present in 51.8% of TMD
patients and 48.2% in patients without TMD; grade2 was present in
68.7% of TMD patients and 31.3% in patients without TMD. Grade3
was present equally in both the groups and grade 4 was observed
only in TMD patients. Grade 2: Teeth wear of less than 1/3rd of the tooth Grade 2: Teeth wear of less than 1/3rd of the tooth Data Collection: A single calibrated examiner evaluated the digital case records of
patients who reported to Saveetha Dental College from June 2019 to
March 2020. For the present study, inclusion criteria were data of
patients with TMD and patients without TMD having no systemic
diseases and records of these patients with incomplete data were
excluded from the study. Clinical examination, dental status and
photographs of these patients’ records were reviewed. Grading was
done using, Smith and Knight tooth wear index (TWI) [10] for
evaluation of occlusal wear facets based on extent to which teeth
wear was present. The gradings are as follows: Grade 0: No teeth wear Grade 1: Loss of enamel surface characteristics Materials and methods:
Study designs and Study setting: Materials and methods:
Study designs and Study setting: ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) 1061 ©Biomedical Informatics (2020) Grade 4: Pulpal exposure due to teeth wears Grade 4: Pulpal exposure due to teeth wears Results: Teeth wear grade2 showed the highest
prevalence among patients with TMD. Posterior teeth wear was
observed more in TMD patients (61.%) while generalised teeth wear
was more in patients without TMD (57.2%)(p value-0.178 (p>0.05),
hence statistically not significant) (Figure 8). Overall it was
observed that 55.1% of the patients with TMD had teeth wear and
38.8% of patients without TMD had teeth wear. Chi square test was
done and association between age group and teeth wear grade was
found to be statistically significant (P<0.05). While association
between gender, TMD and teeth wear was statistically not
significant (P>0.05). Grade 3: Teeth wear causing dentin exposure for more than 1/3rd
teeth wear Figure 3: Bar graph depicts association between age and teeth wear
grade in TMD patients. X-axis denotes age and Y-axis denotes
number of TMD patients. Teeth wear grades (grade1-green) were
more in the age group of 26-40 years and grade2 (yellow) in 41-
55years when compared to other age groups in patients with TMD. Chi square test was done and association was statistically
significant. (Pearson’s chi square value=23.300, p value=0.034
(>0.05)). Figure 2: Bar graph showing frequency distribution of gender
among patients with TMD. X-axis denotes gender and Y-axis
denotes number of patients with TMD. It is observed that 53.1% of
the TMD patients were females (light green). Figure 2: Bar graph showing frequency distribution of gender
among patients with TMD. X-axis denotes gender and Y-axis
denotes number of patients with TMD. It is observed that 53.1% of
the TMD patients were females (light green). Statistical analysis: y
The collected data was tabulated and analysed with Statistical
Package for Social Sciences for Windows, version20.0 (SPSS Inc.,
Chicago, IL, USA) and results were obtained. Categorical variables
were expressed in frequency and percentage. Chi square test was
used to test association between categorical variables. Chi square
tests were carried out using age, gender and occlusal wear facets as
independent variables and temporo mandibular disorder as
dependent variable. The statistical analysis was done by pearson
chi square test. P value < 0.05 was considered statistically
significant. Figure 1: Bar graph showing frequency distribution of age group of
TMD patients. The X-axis denotes age and Y-axis denotes number
of patients with TMD. It is observed that 46.9% of the TMD patients
belonged to the age group of 26-40years(blue). Figure 1: Bar graph showing frequency distribution of age group of
TMD patients. The X-axis denotes age and Y-axis denotes number
of patients with TMD. It is observed that 46.9% of the TMD patients
belonged to the age group of 26-40years(blue). ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) 1062 ©Biomedical Informatics (2020) The early rehabilitation treatment in asymptomatic patients
may be indicated in order to prevent the occlusal collapse and,
consequently, to reduce the risk of future joint problems. In the
past, studies have suggested that occlusal interferences were main
factors in TMD development, thus, validating irreversible occlusal
therapies as the definitive treatment of the disorder [18]. Based on
that,
occlusal
adjustments,
full
mouth
rehabilitation
and
orthodontic treatment became very popular as the treatment of
choice for TMD. This study could pave way for future research to
be done for better understanding of the signs and symptoms of
TMD and aid in early intervention and better treatment modalities
for improved results in clinical practice. The limitations of the study
include limited sample size and limited demographics. Figure 5: Bar graph depicts the association between gender and
teeth wear grade in patients with TMD. X-axis denotes gender and
Y-axis denotes the number of patients with TMD. Teeth wear
grades (grade1-green, grade 2-yellow and grade 3-purple) were
more in females compared to males in patients with TMD. Chi
square test was done and association was statistically not
significant. (Pearson’s chi square value = 4.522, p value = 0.340
(>0.05)). ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020)
10
p
g
p Figure 5: Bar graph depicts the association between gender and
teeth wear grade in patients with TMD. X-axis denotes gender and
Y-axis denotes the number of patients with TMD. Teeth wear
grades (grade1-green, grade 2-yellow and grade 3-purple) were
more in females compared to males in patients with TMD. Chi
square test was done and association was statistically not
significant. (Pearson’s chi square value = 4.522, p value = 0.340
(>0.05)). Discussion: [20] reported
that males showed increased teeth wear compared to females and ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) 1063 ©Biomedical Informatics (2020) Figure 4: Bar graph depicts association between age and teeth wear
grade in patients without TMD. X-axis denotes age and Y-axis
denotes the number of patients without TMD. Teeth wear grade1
(green) was more in the age group of 41-55 years and grades
(grade2-yellow and grade3-purple) was more in above 55years in
patients without TMD. Chi square test was done. (Pearson’s chi
square value=44.468, p value=0.000(>0.05), statistically significant). Figure 4: Bar graph depicts association between age and teeth wear
grade in patients without TMD. X-axis denotes age and Y-axis
denotes the number of patients without TMD. Teeth wear grade1
(green) was more in the age group of 41-55 years and grades
(grade2-yellow and grade3-purple) was more in above 55years in
patients without TMD. Chi square test was done. (Pearson’s chi
square value=44.468, p value=0.000(>0.05), statistically significant). attributed this to strong masseter function and greater muscle fiber
mass. As observed in the present study that posterior teeth wear
was more in TMD patients, several other studies [15] also reported
that the posterior teeth wear was more in TMD patients. They also
stated that these changes are associated with joint changes,
particularly increasing the risk of cracking, and disc displacement. The occlusal instability caused by the changes in posterior teeth
may cause TMD since the occlusal changes; muscle changes and
joint changes exceed the adaptive threshold of the stomatognathic
system. The early rehabilitation treatment in asymptomatic patients
may be indicated in order to prevent the occlusal collapse and,
consequently, to reduce the risk of future joint problems. In the
past, studies have suggested that occlusal interferences were main
factors in TMD development, thus, validating irreversible occlusal
therapies as the definitive treatment of the disorder [18]. Based on
that,
occlusal
adjustments,
full
mouth
rehabilitation
and
orthodontic treatment became very popular as the treatment of
choice for TMD. This study could pave way for future research to
be done for better understanding of the signs and symptoms of
TMD and aid in early intervention and better treatment modalities
for improved results in clinical practice. The limitations of the study
include limited sample size and limited demographics. attributed this to strong masseter function and greater muscle fiber
mass. As observed in the present study that posterior teeth wear
was more in TMD patients, several other studies [15] also reported
that the posterior teeth wear was more in TMD patients. They also
stated that these changes are associated with joint changes,
particularly increasing the risk of cracking, and disc displacement. The occlusal instability caused by the changes in posterior teeth
may cause TMD since the occlusal changes; muscle changes and
joint changes exceed the adaptive threshold of the stomatognathic
system. Discussion: Figure 3: Bar graph depicts association between age and teeth wear
grade in TMD patients. X-axis denotes age and Y-axis denotes
number of TMD patients. Teeth wear grades (grade1-green) were
more in the age group of 26-40 years and grade2 (yellow) in 41-
55years when compared to other age groups in patients with TMD. Chi square test was done and association was statistically
significant. (Pearson’s chi square value=23.300, p value=0.034
(>0.05)). Thus, from this study it was observed that teeth wear was present
more in patients with TMD (55%). Study population showed teeth
wear was more prevalent in the age group of 26-40 years. Also,
females showed more prevalence of teeth wear than males. Most
patients with TMD showed posterior teeth wear than generalised
teeth wear. Similar to the present study, Costa et al. [11] reported a
high incidence of teeth with wear facets, observed in patients with
TMD dysfunction. Few authors as well observed similar results in
their study [4,12]. Increased prevalence of teeth wears in TMD
patients were attributed to high incidence of grinding and
clenching habits in these patients and due to the obvious
connection between the structures of temporo mandibular joint and
the dental occlusion [13]. In accordance to the present study, Luther
et al. [14] also reported that increased teeth wear in TMD patients
was reported in younger age group, while few authors stated no
association between age and teeth wear was present [15,16]. As in
this study 26-40 years showed higher incidence of teeth wear in
TMD patients, Renecker et al. [17] as well reported similar findings. They suggested that severe teeth wear is mostly the result of
bruxing activity and to a lesser extent as a result of functional wear. Increased teeth wear was observed in females than males in the
present as well as in studies done by other authors [11,14,18]. According to Luther [14] the high incidence in women may be
related to hormonal changes that occur at this stage of life.In
addition,
psychological
factors
and
increased
levels
of
somatization, that is, depression or anxiety have been closely linked
to TMD which may also be the reason why females are more
affected [18]. In contrast, Yadav [19] and Solberg et al. more in females than males. Female (54%) patients with TMD
showed more teeth wear compared to males. Most patients with
TMD showed posterior teeth wear (61%) than generalized teeth
wear. Thus, association was present between occlusal teeth wear
and TMD patients especially in the age group of 26-40 years. Hence,
proper evaluation of occlusal factors will aid in early diagnosis of
TMDs. more in females than males. Female (54%) patients with TMD
showed more teeth wear compared to males. Most patients with
TMD showed posterior teeth wear (61%) than generalized teeth
wear. Thus, association was present between occlusal teeth wear
and TMD patients especially in the age group of 26-40 years. Hence,
proper evaluation of occlusal factors will aid in early diagnosis of
TMDs. Figure 7: Bar graph depicts association between TMD and teeth
wear grade. X-axis denotes teeth wear grade and Y-axis denotes
number of patients with and without TMD. Teeth wear grades
(grade1, 2,3,4) were more commonly observed in patients with
TMD (dark green). Chi square test was done and association
between TMD and teeth wear grade among patients was
statistically not significant. (Pearson’s chi square value=4.518, p
value=0.340 (>0.05)). Conclusion: Data shows that teeth wear was present more in patients with TMD
(55%). The age group 26-40 years showed high prevalence of teeth
wear (grade 1) in TMD patients (P value = 0.034). TMD was present ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) 1064 ©Biomedical Informatics (2020) ©Biomedical Informatics (2020) Clinical significance: g
The study helps us to understand the manifestation of occlusal
teeth wear in patients with temporo mandibular disorder. Figure 6: Bar graph depicts the association between gender and
teeth wear grade in patients without TMD. X-axis denotes gender
and Y-axis denotes the number of patients without TMD. Teeth
wear grades (grade1-green, grade2-yellow and grade3-purple) were
more in males compared to females in patients without TMD. Chi
square test was done and association was statistically not
significant. (Pearson’s chi square value=0.910, p value=0.823
(>0.05)). Figure 7: Bar graph depicts association between TMD and teeth
wear grade. X-axis denotes teeth wear grade and Y-axis denotes
number of patients with and without TMD. Teeth wear grades
(grade1, 2,3,4) were more commonly observed in patients with
TMD (dark green). Chi square test was done and association
between TMD and teeth wear grade among patients was
statistically not significant. (Pearson’s chi square value=4.518, p
value=0.340 (>0.05)). Acknowledgment: g
This research was supported by Saveetha Dental College and
Hospital. We thank the department of Oral Medicine and
Radiology, Saveetha Dental College for providing insight and
expertise that greatly assisted this research. Figure 6: Bar graph depicts the association between gender and
teeth wear grade in patients without TMD. X-axis denotes gender
and Y-axis denotes the number of patients without TMD. Teeth
wear grades (grade1-green, grade2-yellow and grade3-purple) were
more in males compared to females in patients without TMD. Chi
square test was done and association was statistically not
significant. (Pearson’s chi square value=0.910, p value=0.823
(>0.05)). ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) ISSN 0973-2063 (online) 0973-8894 (print)
Bioinformation 16(12): 1060-1068 (2020) 1065 ©Biomedical Informatics (2020) References: [1]
Huang GJ et al. J Dent Res 2002 81:284. [PMID: 12097315] [2]
https://www.elsevier.com/books/management-of
temporomandibular-disorders-and- occlusion/okeson/978-0-323-08220-4 Figure 8: Bar graph depicts the association between TMD and teeth
wear. X-axis denotes Teeth wear and Y-axis denotes the number of
patients with and without TMD. Posterior teeth wear was observed
more in TMD patients (dark green) and generalised teeth wear was
observed more in patients without TMD (brown). Chi square test
was done and association was statistically not significant. (Pearson’s chi square value=3.451, p value=0.178(>0.05)). occlusion/okeson/978-0-323-08220-4 [3]
Magnusson T et al. Acta Odontologica Scandinavica 2005
63:99. [PMID: 16134549] [4]
Fujita Y et al. Bull Tokyo Dent Coll 2003 44:201. [PMID:
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[5]
Ishigaki S et al. Cranio 1992 10:289. [PMID: 1291102] [6]
https://www.academia.edu/23447841/Functional_Occlus
ion_From_TMJ_to_Smile_Design_2007_ g
[7]
Poveda-Roda R et al. Medicina Oral Patología Oral y Cirugia
Bucal 2013 18:e392. [PMID: 23385515] [
]
[8]
Cairns BE Journal of Oral Rehabilitation 2010 37:391. [PMID:
20337865] [9]
Gesch D et al. Angle Orthod 2004 74:512. [PMID: 15387030] [10] Lopez-Frias FJ et al. Journal of Clinical and Experimental
Dentistry 2012 4:e48. [PMID: 24558525] y
[11] Costa MD et al. Dental Press Journal of Orthodontics 2012
17:261. [12] Pergamalian A et al. J Prosthet Dent. 2003 90:194. [PMID:
12886214] [13] John MT et al. Pain 2005 118:61. [PMID: 16154702] [14] Luther F British Dental Journal 2007 202:E3. [PMID:
17220828] [15] Seligman DA et al. Journal of Dental Research 1988 67:1323. [PMID: 3049715] Figure 8: Bar graph depicts the association between TMD and teeth
wear. X-axis denotes Teeth wear and Y-axis denotes the number of
patients with and without TMD. Posterior teeth wear was observed
more in TMD patients (dark green) and generalised teeth wear was
observed more in patients without TMD (brown). Chi square test
was done and association was statistically not significant. (Pearson’s chi square value=3.451, p value=0.178(>0.05)). [16] Clarke NG et al. Journal of Oral Rehabilitation 1984 11:123. [17] Reneker J et al. J Orthop Sports Phys Ther 2011 41: 408. [PMID: 21335932] [18] Henrikson T & Nilner M Journal of Orthodontics 2003
30:129. [PMID: 12835429] [19] Yadav S The Journal of Indian Prosthodontic Society 2011
11:98. [PMID: 22654349] [20] Solberg WK et al. The Journal of Prosthetic Dentistry 1972
28:412. [PMID: 4403492] References: Edited by P Kangueane y
g
Citation: Fathima et al. Bioinformation 16(12): 1060-1068 (2020)
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License statement: This is an Open Access article which permits unrestricted use, distribution, and reproduction in any medium, provided
the original work is properly credited. This is distributed under the terms of the Creative Commons Attribution License ISSN 0973-2063 (online) 0973-8894 (print)
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English
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The Soluble PlasminogenActivator Receptoras a Biomarker on Monitoring the Therapy Progress of Pulmonary TB-AFB(+) Patients
|
Tuberculosis research and treatment
| 2,010
|
cc-by
| 4,230
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Hindawi Publishing Corporation
Tuberculosis Research and Treatment
Volume 2010, Article ID 406346, 6 pages
doi:10.1155/2010/406346 Hindawi Publishing Corporation
Tuberculosis Research and Treatment
Volume 2010, Article ID 406346, 6 pages
doi:10.1155/2010/406346 Hindawi Publishing Corporation
Tuberculosis Research and Treatment
Volume 2010, Article ID 406346, 6 pages
doi:10.1155/2010/406346 Tri Yudani Mardining Raras1 and Iin Noor Chozin2 Tri Yudani Mardining Raras1 and Iin Noor Chozin2
1Laboratory of Biochemistry-Molecular Biology, Faculty of Medicine, Brawijaya University, Malang 65145, Indonesia
2Department of Pulmonology, Faculty of Medicine, Brawijaya University Malang-Dr. Saiful Anwar Hospital Malang,
Malang 65145, Indonesia 1Laboratory of Biochemistry-Molecular Biology, Faculty of Medicine, Brawijaya University, Malang 65145, Indonesia
2Department of Pulmonology, Faculty of Medicine, Brawijaya University Malang-Dr. Saiful Anwar Hospital Malang,
Malang 65145, Indonesia Correspondence should be addressed to Tri Yudani Mardining Raras, daniraras@yahoo.com Received 29 June 2010; Accepted 8 September 2010 Academic Editor: William N. Rom Copyright © 2010 T. Y. Mardining Raras and I. Noor Chozin. This is an open access article distributed under the Creative
Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the
original work is properly cited. The role of soluble soluble urokinase-type plasminogen activator receptor (suPAR) as a biological marker for TB treatment efficacy
on active pulmonary TB-AFB(+) patients was investigated. Twenty pulmonary TB-AFB(+) patients participated in a cohort study
for six months. The plasma suPAR level was measured using ELISA method before treatment, two months, four months and six
months after treatment. At the same time clinical parameters were also measured. Results indicated that all patients (n = 20)
showed highest plasma suPAR levels before treatment (median 12.775 ng/mL) and significantly decreased ( P = .0001 <.05,
R2 = .890) after 2 months (median 8.019 ng/mL) and 4 months (median 5.771 ng/mL) of treatment, respectively. However, only
slightly declined after 6 months therapy (median 5.009 ng/mL), near control group level (median 4.772 ng/mL). Interestingly, the
significant reduced of suPAR level was parallel to treatment efficacy and correlated with other clinical and laboratory parameters,
that is, decreasing of patients’ complaints, increasing of BMI (r = −0.281), thoracic imaging improvement, sputum conversion,
decreasing of ESR (r = 0.577) and monocytes count (r = 0.536) with exception the width of lesion in thoracic imaging. In
conclusion, the suPAR level in could reflect the progress of TB therapy. 2. Material and Methods 2.1. Subjects. This study was conducted in Malang, where
the prevalence of new smears or cultures positive for TB was
107/100.000 population per year between 2008 and 2009. For
the study, 5 tuberculin skin test positive healthy community
controls and 20 positive, newly diagnosed pulmonary TB
with sputum AFB-(Acid-fast bacillu) positive patients were
enrolled. The inclusive criteria were patients with category I
of pulmonary TB who regularly took medication, were male
and female aged between 15–50 years, had a BMI (Body
Mass Index) >16, agreed to be the subject of the research,
and signed the informed consent. Exclusion criteria were
TB patients with other diseases (severe bacterial pneumonia,
HIV-AIDS, and heart disease, diabetes mellitus, heart and
kidney problems), extra pulmonary TB, pregnant patients,
and patients with psychiatric problems. 2.7. Statistical Analysis. All statistical analysis on suPAR was
carried out using SPSS software version and the statistical
programming language. Analyzed statistically, using longitu-
dinal model analysis, bivariate analysis, multivariate analysis
and linear regression, these analysis were carried out with the
SAS 9.13 (SAS Institute, Cary, NC, USA) and SPSS 16 (SPSS
Inc, Chicago, IL) program. The difference between the patients and the controls was
analyzed using one-way ANOVA. The association between
the immune parameters and the extent of disease was
assessed using the Mann Whitney U-test. A P-value of
P ≤.05 was judged significant. The patients received a six-month (26 weeks) directly
observed short course antituberculosis therapy as recom-
mended by the Indonesian National Tuberculosis Program
based on WHO TB guidelines. 2.8. Ethics. Written consent was obtained from all partici-
pants. The study was approved by the Ethics Committees,
Saiful Anwar Public Hospital, Brawijaya University. 2.2. TB Treatment. The drug regimen consisted of a fixed
weight-dependent combination of INH (320–400 mg/day),
rifampicin (480–600 mg/day), ethambutol (800–1200 mg/
day), and pyrazinamide (1000–1250 mg/day) for the two-
month intensive phase, followed by rifampicin and INH for
the four-month continuation phase. 1. Background Concentrations of the respective
analyses were determined using SPSS version 3.4 software. 1. Background receptor for serine protease urokinase plasminogen activator
(uPA). UPAR can be cleaved from the cell surface by a
number of protease, such as chymotrypsin, phospholipases
C, and uPA, to yield a soluble form of the receptor (suPAR)
that has intrinsic chemotactic properties [1, 2]. One study
has demonstrated elevated levels of suPAR in pulmonary
TB patient with higher suPAR levels in smear microscopy-
positive patients compared to smear-negative patients [3]. SuPAR is an inflammatory biomarker and thus not specific
for TB, but it is elevated by several infectious diseases and s
to reflect the severity of disease and may hence be used as a
prognostic tool. However, little is known about suPAR as a
prognostic marker in extrapulmonary TB [4]. The success in controlling Tuberculosis (TB) depends to a
great extent on the appropriate diagnosis, the right therapy,
treatment monitoring, and evaluation. Particularly concern-
ing the treatment, the long duration of therapy may adversely
affect patient adherence to treatment and lead to failure of
the recommended treatment program. This urges a stringent
monitoring program that could show the progress of the
therapy earlier than normal therapy (min. 6 months). In the
last decade, several biological markers have been intensively
studied. Such markers could contribute, the improvement of
the quality of clinical trials; and therefore enable develop-
ment and validation of new therapeutic strategies. Assuming that serum levels of suPAR reflect the progress
of the therapy, we investigated to access in prospective man-
ner whether serum levels of suPAR may be used to monitor One of the most intensively investigated biomarkers is
urokinase plasminogen activator receptor (uPAR), a cellular Tuberculosis Research and Treatment 2 of anti-TB drugs treatment based on WHO guideline
(2HRHZE/4H3R3) [5, 6]. Serum was separated by centrifu-
gation (6000 x g) at 4◦C for 7 min and aliquots of 500 mL
stored at −80◦C. treatment of pulmonary TB-AFB(+) patients. In the present
study, the suPAR levels of TB pulmonary patients were
measured during-six-month therapy and compared with
other routine laboratory evaluation including Body Mass
Index (BMI), monocyte count, Erytrocyte Sedimentation
Rate, (ESR) and thorax imaging. 2.6. Enzyme-Linked
Immunoassaysorbant
Assays. Serum
suPAR measurement was done in duplicate using com-
mercially available ELISA kits according to the manufacture’s
protocol (suPARnostic, ViroGates A/S, Copenhagen, Den-
mark) [7]. Plate reading was conducted using a Biotech
micro plate reader set to 450 nm, with the wavelength
correction set to 650 nm. 3. Results Study materials were 3 mL blood
specimens obtained from new patients through aspiration
using injective needle before they started on antituberculosis
diagnosis at two, four, and six months after the initiation Tuberculosis Research and Treatment 3 Table 1: Clinical data of patients included in the study. No
Patients’ characteristics
Frequency (n)
Percentage (%)
1
Number of patients
20
100%
Male
10
50%
Female
10
50%
2
Age (years); age median = 30 years
19–30
12
60%
31–40
4
20%
41–50
4
20%
3
Width of lesion classification
Minimal lesion
1
5%
Moderate advance lesion
7
35%
Far advance lesion
12
60%
4
Patients’ complaints
Chronic cough >3 weeks
20
100%
Decrease of appetite
15
75%
Low grade fever
10
50%
Shortness of breath
9
45%
Hemoptoe
9
45%
Chest pain
2
10% Table 1: Clinical data of patients included in the study. Table 2: Comparison between medical records used to monitor TB theraphy progress in Indonesia, that is, patients complaints, BMI
(kg/m2), width of lesion, sputum AFB, erythrocyte sedimentation rate (mm/hour), monocyte count (cell/mm2), and soluble urokinase
plasminogen activator receptor during the 6-month therapy. Table 2: Comparison between medical records used to monitor TB theraphy progress in Indonesia, that is, patients complaints, BMI
(kg/m2), width of lesion, sputum AFB, erythrocyte sedimentation rate (mm/hour), monocyte count (cell/mm2), and soluble urokinase
plasminogen activator receptor during the 6-month therapy. (kg/m ), width of lesion, sputum AFB, erythrocyte sedimentation rate (mm/hour), monocyte count (cell/mm ), and soluble urokinase
plasminogen activator receptor during the 6-month therapy. During anti-TB-drugs treatment
No. 3. Results Twenty patients with active pulmonary TB were observed
during the six-month treatment. Characteristics of the
twenty patients are presented in Table 1. 2.3. Routine Examination. Patient’s complaint was con-
ducted prior to the clinical and laboratory examination, body
mass index, monocyte count, and Erythrocyte Sedimenta-
tion Rate (ESR). All were measured according to the standard
procedure conducted in Indonesian Hospital [5]. The number of female pulmonary TB patients who
fulfilled the inclusion and exclusion criteria were (50%)
equal to the number of male patients (50%). Distribution
based on age in this study showed that TB patients were
mainly dominated by those aged between 19–30 years. Measurement of suPAR concentration indicated that
there was a high level of suPAR in infected patients before
treatment (median 12.775 ng/mL), but suPAR levels dropped
significantly (P = .0001 < .05) after two months (median
8.019 ng/mL) and four months (median 5.771 ng/mL) of
therapy. However, at the sixth month of treatment, there was
only slightly decrease although significant reached (median
5.009 ng/mL) (Figure 1(a)). These were almost similar to the
healthy control group (median 4.772 ng/mL). 2.4. ChestX-Ray Grading of Disease. Standard postero-an-
terior and lateral chest radiographs were taken prior to
therapy and were read by a pulmonologist. The grading
included the following categories: (i) minimal lesion, that
is, lesion width is less than area restricted to median line,
apex and front costae, solitaire lesion can be everywhere,
and there is no cavity found, (ii) moderate advanced, that
is, width of cavity is less than one lobe, and if there is cavity,
should be more than one lobe. (iii) far advance is width of
lesion that more than minimal and moderate lesion, if with
cavity, should not be more than 4 cm. With regard to clinical symptoms (Table 2), chronic
cough is the most common complaint, however, decreasing
of appetite, low grade fever, shortness of breath, haemoptoe,
and chest pain were also found. After the second and the
sixth month of treatment, some patients still complained
about coughing, shortness of breath, and chest pain. Con-
cerning sputum conversion, before treatment, all patients
(n = 20) had sputum-AFB(+) but after the two-month 2.5. Sampling Handling. 3. Results Medical records and level
of suPAR
Before
Treatment
2 months
4 months
6 months
P-value
<.05
1
Patients’ Complaints
Chronic cough >3 weeks
20 (100%)
17 (85%)
5 (25%)
Decrease of appetite
15 (75%)
0 (0%)
0 (0%)
Low grade fever
10 (50%)
0 (0%)
0 (0%)
Shortness of breath
9 (45%)
5 (25%)
3 (15%)
Hemoptoe
9 (45%)
0 (0 %)
0(0 %)
Chest pain
2 (10 %)
1 (5 %)
1 (5 %)
2
BMI
18.28 ± 2.12
19.18 ± 2.31
20.36 ± 2.35
.0001
3
Width of lesion
classification
Thoracic Imaging n = 20
Thoracic Imaging n = 20
Minimal Lesion
Mod Advance Lesion
Far Advance Lesion
1 (5%)
7 (35%)
12 (60%)
⎧
⎪⎪⎪⎨
⎪⎪⎪⎩
Worsen : 0 (0%)
Unchange : 3 (15%)
Getting better : 17 (85%)
⎫
⎪⎪⎪⎬
⎪⎪⎪⎭
⎧
⎪⎪⎪⎨
⎪⎪⎪⎩
Worsen : 1 (5%)
Unchange : 0 (0%)
Getting better : 19 (95%)
⎫
⎪⎪⎪⎬
⎪⎪⎪⎭
4
Sputum AFB(+)
20 (100%)
5 (25%)
0(0%)
5
ESR
84.15 ± 32.47
44.10 ± 29.97
19.30 ± 13.29
.0001
6
Monocytes Count
847.00 ± 244.52
662.00 ± 241.72
496.50 ± 129.67
0.0001
7
Level of suPAR
12.775 ± 3.940
8.019 ± 1.458
5.771 ±
0.796
5.009 ± 0.842
.0001 Tuberculosis Research and Treatment 4 Profile of suPAR level during treatment
y = −1.277x + 11.725
R2 = 0.890
0
5
10
15
20
25
30
0
2
4
6
During treatment (months)
suPAR level (ng/mL)
P-value .0001<.05
(a)
Profile of ESR during treatment
y = −10.15x + 76.25
R2 = 0.9
0
20
40
60
80
100
120
140
0
2
4
6
During treatment (months)
ESR (mm/hour)
P-value .0001<.05
(b)
Profile of monocyte count during treatment
y = −55.98x + 817.79
R2 = 0.95
0
200
400
600
800
1000
1200
1400
1600
0
2
4
6
Monocyte count (cell/mm3)
P-value .0001<.05
During treatment (months)
(c)
Profile of BMI during treatment
y = 0.34x + 18.37
R2 = 0.99
0
5
10
15
20
25
30
0
2
4
6
During treatment (months)
BMI (kg/m2)
P-value .0001<.05
(d)
Figure 1: (a) Serum levels of soluble urokinase receptor (suPAR), (b) sedimentation rate of erythrocytes (ESR), (c) monocyte count (d)
Body Mass Index (BMI) in 20 TB patient before (0), during (2 and 4 months), and after (6 months) completion of anti-TB treatment. Individual profile (dotted line) and median (thick line) levels are shown. 3. Results Profile of ESR during treatment
y = −10.15x + 76.25
R2 = 0.9
0
20
40
60
80
100
120
140
0
2
4
6
During treatment (months)
ESR (mm/hour)
P-value .0001<.05
(b)
Profile of BMI during treatment
y = 0.34x + 18.37
R2 = 0.99
0
5
10
15
20
25
30
0
2
4
6
During treatment (months)
BMI (kg/m2)
P-value .0001<.05
(d) Profile of suPAR level during treatment
y = −1.277x + 11.725
R2 = 0.890
0
5
10
15
20
25
30
0
2
4
6
During treatment (months)
suPAR level (ng/mL)
P-value .0001<.05
(a) Profile of ESR during treatment
y = −10.15x + 76.25
R2 = 0.9
0
20
40
60
80
100
120
140
0
2
4
6
During treatment (months)
ESR (mm/hour)
P-value .0001<.05
(b)
Profile of BMI during treatment Profile of monocyte count during treatment
y = −55.98x + 817.79
R2 = 0.95
0
200
400
600
800
1000
1200
1400
1600
0
2
4
6
Monocyte count (cell/mm3)
P-value .0001<.05
During treatment (months)
(c) (d) (c) Figure 1: (a) Serum levels of soluble urokinase receptor (suPAR), (b) sedimentation rate of erythrocytes (ESR), (c) monocyte count (d)
Body Mass Index (BMI) in 20 TB patient before (0), during (2 and 4 months), and after (6 months) completion of anti-TB treatment. Individual profile (dotted line) and median (thick line) levels are shown. treatment, fifteen patients turned to be AFB(−), and by
the end of the six-month treatment, all patients showed
sputum conversion. During observation, most patients (19)
showed high level ESR, and it decreased significantly (P-
value .0001 < .05) from time to time during the six-month
treatment. ESR usually increased in active processes, but
normal ESR did not eliminate the diagnosis of TB [5]. In
this papaer, the highest median of ESR before treatment
was 84.2 mm/hour, and then it dropped to 44.1 mm/hour
after-two-month treatment. The lowest of the ESR level
was reached after six-month treatment (19.3 mm/hour). (Figure 1(b)) A significant correlation between suPAR and
ESR was found (P-value .0001 < .05), with a quite strong
correlation coefficient (r = 0.577). weight reached the highest BMI mean (median 20.36 kg/m2). (Figure 1(d)). There was a significant correlation (P-value
.012 < .05) albeit weak (r = −0.281) between the decrease
in suPAR with the increasing of BMI. 3. Results Finally, thoracic imaging of the patients who were
diagnosed to have active pulmonary TB showed far advanced
lesions (n = 12), moderate advanced lesions (n = 7), and
minimal lesions (n = 1). However, there was no significant
correlation between suPAR level with the width of lesions
on thoracic imaging of the TB patients before and after
treatment (Table 3). 4. Discussion Increased suPAR levels pretreatment may
be a result of mobilization of macrophage into the bronchi
and the increased immune activation and inflammation
caused by the active infection. Adherence and migration of
monocytes involves a functional interaction between uPAR
and integrins [8]. The reduction trend of suPAR during
six-month therapy was significantly in accordance with
the decline in ESR, however, only significantly correlated
with monocyte count. We only found light monocytosis
before the treatment which decreased in count from time
to time during anti-TB drugs treatment, the same is found
in previous finding [9] that showed that mild absolute
or relative monocytosis was found in 29% to 60% of TB
patients. Considering that suPAR attach on monocytes and
macrophage and play a role in cell migration [10], however,
seems that in this study, the level of suPAR did not reflect the
number of monocytosis. It is possible that release of suPAR
in the blood not necessary statistically comparable with the
process of monocytosis. forced to come out through cough [12]. It is shown that in
thoracic imaging can occur in one to three first month of
anti-TB drugs treatment, and this can be better or stable
in six months in 90% cases [9]. However, after 6 months
of treatments there was one patient who still underwent
destroyed pulmonary with wider atelectasis. In this study,
suPAR level among patients with far advanced lesion,
moderate advanced lesion, and minimal lesion did not differ
significantly. This is in contrast with finding previous finding
[13] in which the suPAR level correlated significantly with
width of lesion. To our knowledge, these could be due to the
use of different method in measuring the lesion. An interesting phenomenon was found in which the
suPAR level was much higher (28.000 ng/mL) in one patient
with pulmonary TB miliary type. Pulmonary TB miliary type
is known as a severe type of pulmonary TB due to hematogen
spread process that affect all parts of the lung [10]. Whether
this one case reflects severity of the disease due to hematogen
spread still needs further proof in further study. This was the first research done in Indonesia studying the
suPAR level during anti-TB drugs treatment. This research
was aimed at obtaining the applicable use of suPAR as a
complement to monitor treatment efficacy. All 20 patients in
the current study responded clinically to the TB treatment. 4. Discussion TB has remained in the third rank of infectious disease in
Indonesia for years. Lack of accurate method in monitoring
progress in TB therapy could be one of the causes of this
problem. The present study aimed to investigate the possible
use of suPAR as a biomarker in pulmonary TB-AFB(+)
patients, hence allow stratification of treatment regimens
with possibly shortening of treatment in a majority of
patients that may not require a six-month treatment period
and intensified regimens in those with an increased risk for
poor response and relapse. The same trend was found on monocytes count. Before
treatment, monocytes count showed the highest concen-
tration (median 847 cell/mm3) However, it dropped signif-
icantly (P = .0001 < .05) after two (median 662 cell/mm3)
and-six-month treatment (median 497 cell/mm3) (Figure
1(c)). The decreasing suPAR level correlated significantly
(r = 0.536) with the decreasing of monocytes count (P-
value .000 < .05). We observed light monocytosis before
treatment, which went down in count during the treatment
period. In the normal condition, monocytes count in blood
was in the range of 0.3–0.8 × 103 cell/mm3. It is surprising to see in general that the range of suPAR
level in patients with active pulmonary TB (8.539 ng/mL–
28.000 ng/mL) was rather different from African people
which ranged between 0.9 ng/mL to 45 ng/mL [2]. Whether In contrast, BMI of the TB patients rose gradually but sig-
nificant (P = .012) after two (median 19.18 kg/m2) and the
six-month of treatment. By the end of therapy, all patients’ Tuberculosis Research and Treatment Tuberculosis Research and Treatment 5 Table 3: Result of ANOVA Test. No
Width of lesion classification
Test
Sig
Sig < 0.05
Conclusion
1
Min lession, mod advance, far advance
Anova test
Sig F
0.901
Not Significant
2
Min lession, mod advance
T-test
Sig t
0.61
Not Significant
3
Min lession, far advance
T-test
Sig t
0.792
Not Significant
4
Mod advance, far advance
T-test
Sig t
0.716
Not Significant Table 3: Result of ANOVA Test. Table 3: Result of ANOVA Test. these are genetically influenced, it needs further study. It was
found that suPAR level was elevated before treatment and
drastically dropped after two- and four- month therapy. A
decrease in suPAR after 8-month of Tb-treatment among
treatment responders was also found in the study of Eugen-
Olsen et al. [3]. 4. Discussion The positive effect of treatment was also reflected in decrease
in the inflammatory status as measured by suPAR levels. Thus, we conclude that decreasing suPAR level may reflect
treatment efficacy, but further studies involving TB patients
that do not respond to TB treatment is necessary to
determine if suPAR remains high for example, in TB-MDR
patients. The drastic decrease of suPAR level in the first two
months was weakly associated with raise of BMI. The raise
of appetite of TB patient might be due to decreasing of
TNF-alpha release [11]. These acts affect the immune status
condition which sifted to Th2, resulting in the pressure on
Th1 or the existence of Th1 signal transduction resistance on
macrophage by tuberculosis bacilli and infection severity [8]. By the end of the initial phase treatment, there were five
patients who did not undergo sputum conversion yet, but at
the end of continuation phase, all the patients underwent
sputum conversion. Patient’s sputum conversion occurred
in 75%–85% cases after 2-month treatment and 96% cases
after six-month treatment [9]. Although the trend of the
drop of suPAR level and sputum conversion look similar,
nevertheless it is hard to correlate the sputum conversion
with the level of suPAR in the blood, since suPAR is not a
direct product of Mycobacterium. References [1] M. Jo, K. S. Thomas, L. Wu, and S. L. Gonias, “Soluble
Urokinase-type plasminogen activator receptor inhibits can-
cer cell growth and invasion by direct Urokinase-independent
effects on cell signaling,” The Journal of Biological Chemistry,
vol. 278, no. 47, pp. 46692–46698, 2003. [2] P. Rabna, A. Andersen, C. Wejse et al., “High mortality risk
among individuals assumed to be TB-negative can be pre-
dicted using a simple test,” Tropical Medicine and International
Health, vol. 14, no. 9, pp. 986–994, 2009. [3] J. Eugen-Olsen, P. Gustafson, N. Sidenius et al., “The serum
level of soluble urokinase receptor is elevated in tuberculosis
patients and predicts mortality during treatment: a com-
munity study from Guinea-Bissau,” International Journal of
Tuberculosis and Lung Disease, vol. 6, no. 8, pp. 686–692, 2002. [4] J. F. D. Siawaya, M. Ruhwald, J. Eugen-Olsen, and G. Walzl,
“Correlates for disease progression and prognosis during con-
current HIV/TB infection,” International Journal of Infectious
Diseases, vol. 11, no. 4, pp. 289–299, 2007. [5] PDPI. Perhimpunan Dokter Paru Indonesia, Tuberkulosis :
Pedoman Diagnosis dan Penatalaksanaan di Indonesia, Indah
Offset Citra Grafika, Jakarta, Indonesia, 2006. [6] WHO, TB/HIV A Clinical Manual. Stop TB Dept. Dept of
HIV/AIDS. Dept Child and Adolescent Health and Develop-
ment, World Health Organization, Geneva, Switzerland, 2004. [7] ViroGates. suPARnostic
ELISA
Kit:
Enzyme-linked
immunosorbent assay for quantitative determination of
soluble urokinase plasminogen activator receptor in human
plasma. Copenhagen, Denmark, 2007. [8] P. F. Barnes and B. Wizel, “Type 1 cytokines and the
pathogenesis of tuberculosis,” American Journal of Respiratory
and Critical Care Medicine, vol. 161, no. 6, pp. 1773–1774,
2000. [9] W. N. Rom and S. M. Garay, Tuberculosis, Lippincott Williams
& Wilkins, Philadelphia, Pa, USA, 2nd edition, 2004. [10] O. G. Wilhelm, S. Wilhelm, G. M. Escott et al., “Cellular
glycosylphosphatidylinositol-specific phospholipase D regu-
lates urokinase receptor shedding and cell surface expression,”
Journal of Cellular Physiology, vol. 180, no. 2, pp. 225–235,
1999. [11] R. van Crevel, T. H. M. Ottenhoff, and J. W. M. van der Meer,
“Innate immunity to Mycobacterium tuberculosis,” Clinical
Microbiology Reviews, vol. 15, no. 2, pp. 294–309, 2002. [12] H. Alsagaffand A. dan Mukty, Dasar-Dasar Ilmu Penyakit
Paru, Airlangga University Press, Surabaya, Indonesia , 2002. [13] J. F. D. Siawaya, N. B. Bapela, K. Ronacher et al., “Immune
parameters as markers of tuberculosis extent of disease and
early prediction of anti-tuberculosis chemotherapy response,”
Journal of Infection, vol. 56, no. 5, pp. 5. Conclusion The decreasing of suPAR level in pulmonary TB patients
with active AFB(+) was a manifestation of treatment efficacy. suPAR level elevated almost three times in TB patients before
treatment and drastically dropped after the first two-month
treatment, followed by the gradual decrease until the end of
sixth month treatment that was comparable to suPAR level of
the healthy control. The reduction trend of suPAR level was
correlated to other clinical and laboratory parameters, that
is, disappearance of patients’ complaints, increasing of BMI,
declining of ESR, and fewer monocytes number. However,
suPAR concentration did not reflect the pulmonary lesion
width on thoracic imaging; hence, suPAR could not be used
as a sole biological marker to monitor the efficacy of the
treatment. Patients who have active pulmonary TB with AFB spu-
tum(+) were found mostly in pulmonary TB patients with
far advanced lesion, followed by moderate advanced lesion
then minimal lesion. Pulmonary lesion is considered to be
a key parameter used to diagnose and monitor the outcome
of the treatment. As the disease progresses its resulted in the
softening of caseosa necrosis, forming cavity containing a lot
of M. tuberculosis and bronchial wall erosion which then are Tuberculosis Research and Treatment 6 Acknowledgments This study was supported by Faculty of Medicine, Brawijaya
University. The authors thank to suPARnostic, ViroGates
A/S, Copenhagen, Denmark for giving special price for the
kit. Special thanks for Dr. Jesper Eugene-Olsen, Danemark
for editing the paper. References 340–347, 2008.
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Modification of Polycaprolactone with Plant Extracts to Improve the Aging Resistance
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materials
Article
Modification of Polycaprolactone with Plant Extracts to Improve
the Aging Resistance
Krzysztof Moraczewski 1, * , Magdalena Stepczyńska 1 , Rafał Malinowski 2 , Tomasz Karasiewicz 1 ,
Bartłomiej Jagodziński 1 and Piotr Rytlewski 1
1
2
*
Faculty of Materials Engineering, Kazimierz Wielki University, Chodkiewicza 30, 85-064 Bydgoszcz, Poland;
m.stepczynska@ukw.edu.pl (M.S.); tomakara@ukw.edu.pl (T.K.); bar.jag@ukw.edu.pl (B.J.);
prytlewski@ukw.edu.pl (P.R.)
Łukasiewicz Research Network—Institute for Engineering of Polymer Materials and Dyes,
Marii Skłodowskiej-Curie 55, 87-100 Toruń, Poland; malinowskirafal@gmail.com
Correspondence: kmm@ukw.edu.pl
Abstract: Natural extracts of plant origin are used as anti-aging compounds of biodegradable
polymers. Coffee, cocoa, or cinnamon extracts in amounts from 0.5 to 10 wt.% were added to the
polycaprolactone matrix. The manufactured materials were aged at elevated temperatures with
increased relative humidity and continuous exposure to UV radiation for 720, 1440, or 2160 h. The
performance of the proposed extracts was compared with the retail anti-aging compound, butylated
hydroxytoluene. Visual assessment, FTIR analysis, melt flow rate, tensile strength, impact tensile
strength, thermogravimetry, and differential scanning calorimetry tests were conducted. Results
showed that the use of lower contents of the tested extracts is particularly advantageous. When
the content of the extract did not exceed 1 wt.%, no unfavorable influence on the properties of the
materials was observed. The stabilizing performance during accelerated aging was mostly similar to
or greater than that of the reference compound used.
Keywords: polycaprolactone; polyphenols; plant extracts; accelerated aging
Citation: Moraczewski, K.;
Stepczyńska, M.; Malinowski, R.;
Karasiewicz, T.; Jagodziński, B.;
Rytlewski, P. Modification of
Polycaprolactone with Plant Extracts
to Improve the Aging Resistance.
Materials 2023, 16, 5154. https://
doi.org/10.3390/ma16145154
Academic Editors: Andrea Sorrentino
and Alfonso Maffezzoli
Received: 20 June 2023
Revised: 11 July 2023
Accepted: 20 July 2023
Published: 21 July 2023
Copyright: © 2023 by the authors.
Licensee MDPI, Basel, Switzerland.
This article is an open access article
distributed under the terms and
conditions of the Creative Commons
Attribution (CC BY) license (https://
creativecommons.org/licenses/by/
1. Introduction
As materials and products are utilized, they undergo aging which can lead to a decline
in their visual and functional characteristics [1]. Due to the prevalence of this phenomenon,
multiple research centers worldwide are dedicated to conducting studies aimed at mitigating its negative impact [2–4]. Currently, the demand for polymeric materials is on the rise,
leading to extensive research on the aging mechanisms of these materials. The research
focuses on understanding the complex aging processes and their effects on the physical
and chemical properties of polymeric materials, as well as the influence of processing on
said aging phenomena [5–8].
Extensive research has been conducted over the years to enhance the resistance of
polymers to atmospheric, chemical, and thermal factors. Anti-aging compounds have
proven to be the most effective approach to improving the stability of polymer materials.
These compounds, whether natural or synthetic, are designed to increase the resilience of
polymer materials against external factors such as high temperatures, UV radiation, and
chemicals [9–12].
As the push for more durable polymers continues, a growing global focus on ecological
sustainability has also continued. The primary objective is to find effective solutions
to protect the environment. One promising approach is promoting and implementing
biodegradable polymers across various industries and applications.
The biodegradable polymer is completely transformed by microorganisms (bacteria
and fungi) into carbon dioxide, water, and humus [13] and can be successfully processed
4.0/).
Materials 2023, 16, 5154. https://doi.org/10.3390/ma16145154
https://www.mdpi.com/journal/materials
Materials 2023, 16, 5154
2 of 22
using most standard polymer processing technologies, including the most popular: thermoforming, extrusion, injection, or blow molding [14–18].
As of late, there has been an increasing demand for polymer materials that can
withstand external factors while being entirely biodegradable at the end of their lifespan. To achieve this, one must select a suitable biodegradable polymer/anti-aging
compound combination.
One of the widely used biodegradable polymers is polycaprolactone (PCL) [19–25].
PCL is an aliphatic polyester, obtained from caprolactone by ring-opening polymerization.
It is easily mixed with many other polymers, therefore it is very often used as a plasticizer
increasing the flexibility of polymers, as well as an additive increasing biodegradability. In
combination with starch, it is used to make rigid plastic from which disposable plates or
cups are made, which can be disposed of by composting. This polymer has found many
biomedical applications. It is commonly used in the production of implants and absorbable
surgical threads due to the gradual and slow decomposition caused by the hydrolysis of
ester bonds in the human body, which takes approximately two years [26–29].
When it comes to using anti-aging compounds for biodegradable polymers, certain
limitations must be considered. These compounds must not disrupt the composting process
and should be non-toxic, non-volatile, and safe for contact with food, as the packaging
industry is a major user of biodegradable polymers, particularly for food packaging. It
would be highly beneficial to opt for plant-based products, as they decompose easily
and do not impede the composting process. Additionally, plant-based substances are
environmentally friendly. Substances containing natural polyphenols derived from plants
show enormous potential as effective anti-aging compounds due to their composition and
chemical structure. Polyphenols are readily available and do not require special chemical
synthesis processes [30,31].
Natural antioxidants are classified into various groups, with polyphenols being the
largest among them. They exhibit a wide range of molecular weights, structures, and
biological and physicochemical properties. Due to the diverse nature of polyphenols in
terms of structures and properties, it can be challenging to systematize them. Phenolic
compounds can be very generally divided into four general groups: phenolic acids, phenolic
diterpene, flavonoids, and volatile oils [32]. They are secondary metabolites widespread in
the plant world (usually in the form of glycosides or esters) but not found in animals. They
are found in fruits, vegetables, plant-based beverages, spices, and herbs. Plant polyphenols
can act in several of the following ways: reducing agents, free radical blockers, metal ion
chelating agents that catalyze oxidative reactions, and agents preventing reactions caused
by a single active oxygen atom [33–37].
Natural polyphenols are becoming a popular ecological substitute for synthetic antiaging compounds due to their versatility. The literature offers insights into how different
polyphenols can stabilize various polymer types. One can find the use of such polyphenols as gallic, vanillic, caffeic, cinnamic, sinapic, syringic, ferulic, coumaric, and ascorbic
acids, tocopherols, quercetin to stabilize polyethylene, polypropylenes, starch, cellulose,
polylactide, polyhydroxyalkanoates, and poly (ethylene oxide) [38–43].
The main objective of the conducted study was to determine whether natural plantderived substances containing polyphenols could potentially serve as anti-aging compounds for polycaprolactone. The proposed approach will improve the resistance of
biodegradable polycaprolactone to external factors without negatively affecting biodegradation during composting. The results of selected properties of unaged and aged PCL
containing from 0.5 to 10 wt.% of coffee, cocoa, or cinnamon extract are presented. Detailed
studies of the influence of the proposed extracts on selected properties of polycaprolactone
have already been carried out and published [44]. In this paper, selected properties of
PCL containing natural anti-aging compounds subjected to the accelerated aging process
were determined and compared to properties of materials containing a commercially used
anti-aging compound.
Materials 2023, 16, 5154
3 of 22
2. Materials and Methods
The materials matrix used was polycaprolactone (PCL) type Capa 6800 from Perstorp,
Sweden. It had a mass melt flow rate (MFR) of 2–4 g/10 min (160 ◦ C, 5 kg), density (ρ) of
1.10 g/dm3 , mean molecular weight of 80,000, melting point 58–60 ◦ C, and glass transition
temperature of −60 ◦ C. To enhance its properties, 3 natural compounds of plant origin were
added: coffee (Coffea arabica L.) extract, cocoa (Theobroma cacao L.) extract, and cinnamon
(Cinnamomum cassia Presl) extract, sourced from Agrema Sp. z o.o., Wrocław, Poland. The
coffee extract contained 45 wt.% of polyphenols, while cocoa and cinnamon extracts had
5 wt.% of polyphenols. Chlorogenic acid, flavonoids, and phenolic acids were the main
polyphenols in coffee, cocoa, and cinnamon extracts, respectively.
To assess the quality of the acquired materials, they were compared to a commonly
used synthetic anti-aging compound. Butylated hydroxytoluene (BHT) from Sigma-Aldrich,
St. Louis, MO, USA, was used as the reference compound, with a density of 1.04 g/dm3 .
BHT is a popular anti-aging additive for multiple polymers [45–47].
Initially, the test materials were created through an extrusion process. The granules of
the PCL composites under examination were extruded with the aid of a co-rotating twin
screw extruder BTSK 20/40D (Bühler, Germany). The parameters of each extruder zones
were 115, 115, 120, and 120 with a head temperature of 120 ◦ C. 0.5; 1; 3; 5 or 10 wt.% of
the proposed natural anti-aging extract was added to the polymer matrix, giving samples
marked as P0.5, P1, P3, P5, and P10, respectively. A sample of pure PCL was designated as
P. Usually, the content of traditional anti-aging compounds typically used in the processing
and use of polymeric materials does not exceed a few percent. In the conducted research, in
addition to the small contents of the extracts, larger amounts of these materials were used.
Unlike synthetic anti-aging compounds, the active substance is only a part of the weight of
the extract added to the polymer; therefore, it seems advisable to use higher concentrations
of extracts. As a reference sample, a material containing 2 wt.% BHT was also extruded.
The reference material was designated as the R sample.
During the second phase of processing, the test samples were created. Using a PlastiCorder Lab Station (from Brabender, Germany), composite films were extruded with a
single-screw extruder that had a flat-faced head with a mouthpiece width of 170 mm. The
cylinder zones were heated to temperatures of 75, 85, and 95 ◦ C, while the head temperature
was at 100 ◦ C. Afterwards, we placed the melted polymer onto cold thermostatic rolls that
were at around 20 ◦ C. The resulting film had a thickness of roughly 0.5 mm.
The accelerated aging process was carried out using a CCK 40/300NG (Dycometal,
Barcelona, Spain) climatic chamber. The aging process was performed in a closed chamber
at a temperature of 40 ◦ C, 70% relative humidity, and UV irradiation for 720, 1440, or 2160 h.
The apparatus was equipped with 8 UV lamps (PHILIPS SUPER ACTINIC TL 60 W/10-R
ISL, Philips, Amsterdam, The Netherlands) with a wavelength range of 350–400 nm with
a peak intensity of 370 nm. The sample/lamp distance was kept as small as possible by
placing the samples directly under the UV lamps. The distance between the lamps and
the surface of the samples was approx. 10 cm. The distance used was selected based on
the experience of the operator of the climatic chamber. A shorter distance would cause
the surface temperature of the samples to be too high, which could melt them. If the
lamps were too far apart, the intensity of UV radiation could be too low to effectively age
the material.
Color tests were carried out on films with a thickness of 500 µm using a BYK colorimeter (BYK-Gardner GmbH, Geretsried, Germany) designed for measuring the color and gloss
of materials. The color measurement was quantified using a color space standardized by
the CIELab system based on 3 components: L, a, and b. The component “L” describes the
lightness of the material, the component “a” describes the color in the range from green to
red, and the component “b” describes the color in the range from blue to yellow. The color
difference ∆E and browning index (BI) [48] were calculated according to the equations:
∆E =
q
∆L2 + ∆a2 + ∆b2
(1)
Materials 2023, 16, 5154
4 of 22
100
BI =
h
a+1.75L
5.645L+a−0.3012b
− 0.31
i
(2)
0.17
where ∆L is the difference in L between 2 samples (virgin PLA and PLA with specific extract
content) while, similarly, ∆a and ∆b are the differences in the a and b coordinates, respectively.
For samples without the extracts, instead of the browning index, the yellowness index
(YI) was calculated according to the YID1925 standard from Equation (3) by converting the
L, a, and b color scale into the XYZ color scale.
0.847Z
YI = 100 1 −
(3)
Y
An FTIR Nicolet iS10 spectrophotometer (ThermoScientific, Waltham, MA, USA) was
used to record sample spectra. The attenuated total reflection method (ATR-FTIR) was
used to obtain Fourier transform infrared spectra (FTIR). The analyzed spectrum was an
average of 16 measurements taken between the wave number range of 4000 to 650 cm−1 .
An MP 600 plastometer (Tinius Olsen, Horsham, PA, USA) was used in the melt flow
rate (MFR) tests. The MFR (100 ◦ C, 5 kg) was determined using 12 individual samples. The
final values of MFR were calculated as the arithmetic mean of 10 results (2 extreme values
were neglected).
An Instron 3367 (Instron, Norwood, MA, USA) tensile machine was used in mechanical
properties tests. The extension rate for testing each sample was 200 mm/min. Tensile tests
were carried out on standardized samples in the formation of paddles with measuring
section of 100 × 10 × 4 mm. Mechanical parameters were determined using 12 individual
samples. The final values were calculated as the arithmetic means of 10 results, with
2 extreme ones being neglected.
An IMPASS-15 (ATS FAAR, Cassina dè Pecchi, Italy) impact hammer was used in
impact tests. A 4J hammer was utilized with a speed of 2.9 m/s to break samples in the
form of 80 × 10 × 4 mm bars. The impact strength was determined through 12 individual
samples, and the final values were calculated as the arithmetic means of 10 results after
disregarding 2 extreme values.
A Q500 differential scanning calorimeter (TA Instruments, New Castle, DE, USA)
was used in thermal properties tests. The experiments were conducted under a nitrogen
atmosphere, utilizing samples weighing approximately 7 mg and a temperature range from
−70 to 80 ◦ C. The data were captured in 3 separate cycles, which included first heating,
cooling, and a second heating process with a heating rate of 10 ◦ C/min.
A Q200 thermogravimetric analyzer (TA Instruments, USA) was used in the thermal
stability tests. The experiments were performed under a nitrogen atmosphere. We utilized
samples that weighed around 22.5 mg and conducted the tests within a temperature range
from 20 to 600 ◦ C while heating them.
3. Results and Discussion
3.1. Visual Evaluation
For the polymeric components and parts used in indoor and outdoor applications,
changes in color because of aging phenomena could be an important problem and challenge.
The color differences of the samples before and after aging were assessed by comparing
their photographic images. Pictures of selected un-aged samples and samples aged for 720
or 2160 h are shown in Figure 1.
To support the visual assessment with experimental data, the color tests in the CIElab
color space were carried out and some of the parameters are presented in Table 1.
Materials
2023,2023,
16, 5154
Materials
16, x FOR PEER REVIEW
5 of 5
22of 22
Figure 1. Photos of selected samples before and after the aging process. Approximate sample size
Figure
1. mm.
Photos of selected samples before and after the aging process. Approximate sample size
10 × 10
10 × 10 mm.
Materials 2023, 16, 5154
6 of 22
Table 1. Color test results.
Aging Time [h]
Extract
Content
[%wt]
720
2160
L
∆E
BI/YI *
L
∆E
BI/YI *
L
∆E
BI/YI *
-
91.67
-
3.37 *
91.52
3.37
13.07 *
92.65
14.35
27.79 *
0.5
85.88
13.04
0.78
82.51
29.86
4.89
91.94
3.47
−0.34
1
69.87
35.10
12.81
60.14
47.62
22.48
91.12
4.41
−0.39
3
71.66
33.32
11.63
46.39
56.79
31.79
45.05
53.53
28.01
5
62.45
37.98
12.11
42.76
56.28
29.44
49.63
47.99
24.16
10
55.54
40.30
12.02
38.17
57.71
26.76
38.4
57.06
24.75
0.5
79.23
22.80
6.40
88.35
18.89
0.73
91.77
4.16
−0.37
1
71.75
33.32
11.65
82.44
29.16
5.41
91.25
5.45
−0.17
3
54.84
48.99
23.37
59.84
49.02
25.41
85.78
15.94
2.40
5
44.65
54.35
29.49
53.16
51.71
29.45
67.58
40.92
17.10
10
35.04
59.74
30.34
41.28
53.72
23.31
55.35
40.69
15.28
83.18
17.73
3.33
89.34
18.14
0.26
90.92
6.66
0.06
1
82.66
20.41
4.31
86.84
20.59
2.14
88.79
11.22
1.28
3
57.61
48.48
22.27
79.09
31.45
8.37
81.59
24.90
6.67
Cinnamon extract
Cocoa extract
Coffee extract
P
0
0.5
5
57.76
47.96
21.80
68.54
43.56
18.68
68.01
42.70
19.21
10
46.8
53.46
28.32
47.9
53.49
31.68
61.58
45.74
24.13
R
-
92.31
0.64
8.59 *
90.91
6.31
17.13 *
92.64
18.13
32.61 *
* YI.
The color of samples P and R were identical. The ∆E value of sample R was 0.64.
According to the CIELab color space rules, when ∆E < 1, the standard observer will not
notice the difference between the two colors [43,49]. The introduction of the tested extracts
to the PCL matrix resulted in clear changes in the color of the material. The samples turn
from non-transparent white into brown, the shade of which depends on the type of extract
and the intensity of the extract content. The value of the L component, which indicates
the brightness of the samples, decreased with the increase in the extract content, with the
simultaneous increase in the ∆E parameter, which for all samples had values above five,
i.e., the color change was easily noticeable with a distinct impression of two different colors.
The more extract in the material, the more intense the brown was, which was confirmed by
the growing BI values.
Due to the accelerated aging process, as an effect of UV radiation, the color of the
samples changed. The first easily noticeable effect of polymer aging is the yellowing of
the material. It is caused by several factors, including UV radiation, heat, or liquids. The
effect of UV radiation on matter is related to the processes of photolysis, i.e., the cleavage
(breaking) of chemical bonds due to radiation absorption. This process breaks chemical
bonds and creates two compounds each with one unpaired electron, which stimulates the
formation of very reactive free radicals. They react with other compounds, creating a new
compound and another free radical. The reason for the color change (yellowing) is precisely
the formation of these radicals (because these new molecules reflect some light, in many
cases yellow). Such a yellowing effect was observed in the case of the pure PCL sample
(sample P), where after 2160 h of aging the material had a yellow shade. A numerical
representation of the yellowness effect is a substantial change in the calculated YI value
from 3.37 for unaged PCL to 27.79 for PCL aged for 2160 h. Interestingly, the unfavorable
color change was not stopped by the addition of the reference anti-aging compound (BHT)
Materials 2023, 16, 5154
7 of 22
because sample R also turned yellow. The calculations showed that the yellowing effect
was even more intense than pure PCL, as the YI value increased from 0.64 for the unaged R
sample to 32.61 for the R sample aged 2160 h.
In the case of samples containing the tested extracts, accelerated aging caused a
decrease in color intensity, which was caused by the influence of UV radiation on the
chromophore groups. This effect was most visible at low extract contents, where after
2160 h of aging the color practically disappeared completely. The visual observations
were confirmed by the values of the L parameters obtained with the use of a colorimeter
and the calculated values of ∆E and BI. The L component in most cases increased with
the aging time, confirming the increase in brightness of the samples. The decrease in the
intensity of the brown color visible in the photos was confirmed by the lower BI value of
individual samples with increasing aging time, as well as a decrease in the ∆E parameter.
Due to the high energy, ultraviolet radiation can cause photochemical reactions in the
illuminated object. Chemical decomposition is also subject to the chemical decomposition
of compounds giving color to the tested materials. This process is stronger, resulting in the
darker colors of the samples, which is confirmed by the presented results. The exceptions
were samples containing coffee extract, in the case of which the shortest aging period was
followed by a remarkably interesting effect of “enhancing” the color, visible in the photos
and supported by numerical results.
Color change from colorless to brown should not be a problem in the possible use of
tested material films. They can be successfully used in applications where color is not of
great importance, e.g., disposable dishes, straws, general medical applications, or garbage
bags. The biggest advantage of these products will be their biodegradability and lower
environmental burden, which may be more important for the potential consumer.
3.2. Spectroscopic Studies
The analysis of the spectrum of pure PCL and the materials containing the tested
extracts (not shown here) showed the occurrence of absorption bands typical of this polymer.
The introduction of extracts into the matrix did not cause any significant changes in the
spectrum. Only the appearance of a small band in the range of 3600–3200 cm−1 was
observed, the intensity of which increased with the amount of extract in the material. This
band originates from the -OH groups of polyphenols contained in the extracts. The lack
of significant changes in the image of the spectra suggests that the added extracts tend to
accumulate in the core of the material and not in its surface layer.
In the FTIR analysis, detailed attention was focused on the 1800–1650 and 1500–1000 cm−1
regions allowing the assessment of the degree of oxidation of the surface layer. The
1720 cm−1 peak is from stretching vibrations of carbonyl group C=O, the 1420 cm−1 peak
is from deformation vibrations of CH2 –C=O, the 1294 cm−1 peak is from C–O stretch in
the crystalline phase, the 1242 cm−1 peak is from asymmetric COC stretching, and the
1189 cm−1 peak is from OC-O stretching.
Two groups of spectra are visible in Figure 2. Spectra of unaged samples (solid line)
with lower peak intensities and spectra of aged samples (dashed line) with higher peak
intensities. Thus, it can be seen that because of accelerated aging (mainly because of UV
radiation), there was a significant oxidation of the surface layer of the tested samples.
The lack of differences between the samples without and with the extracts indicates that
unfortunately, the addition of extracts did not reduce the oxidation of the polymer surface.
The applied extracts, however, were slightly more effective than the reference anti-aging
compound, which, interestingly, also did not limit oxidation.
Materials 2023,
FOR PEER REVIEW
Materials
2023, 16,
16,x5154
(a)
8 of 22 8 of 22
0,9
P 0h
P 2160h
0,8
P0.5 coffee extract 0h
P0.5 coffee extract 2160h
0,7
P10 coffee extract 0h
P10 coffee extract 2160h
Absorbance
0,6
R 0h
R2160h
0,5
0,4
0,3
0,2
0,1
0
1800
1775
1750
1725
1700
1675
1650
Wavenumber [cm-1]
(b)
0,4
P 0h
P 2160h
0,35
P0.5 coffee extract 0h
P0.5 coffee extract 2160h
P10 coffee extract 0h
Absorbance
0,3
P10 coffee extract 2160h
R 0h
0,25
R2160h
0,2
0,15
0,1
0,05
0
1500
1400
1300
1200
1100
1000
Wavenumber [cm-1]
−1
−1
Figure
FTIR
spectra
of 1800–1650
(a) 1800–1650
and
(b) 1500–1000
cm of
regions
of samples.
selected samples.
Figure
2. 2.
FTIR
spectra
of (a)
cm−1cm
and (b)
1500–1000
cm−1 regions
selected
3.3. Melt Flow Rate
3.3. Melt Flow Rate
The MFR value for sample P, which was pure PCL, was 1.65 g/10 min. Upon adding
The MFR value for sample P, which was pure PCL, was 1.65 g/10 min. Upon adding
the reference anti-aging compound (sample R), the MFR increased slightly to 1.89 g/10 min.
the reference anti-aging compound (sample R), the MFR increased slightly to 1.89 g/10
TheThe
addition
of of
tested
extracts
alsoresulted
resultedininchanges
changes
MFR. The
min.
addition
tested
extractstotothe
thepolymer
polymer matrix
matrix also
inin
MFR.
MFR
result
for
all
samples
is
presented
in
Table
2.
The MFR result for all samples is presented in Table 2.
Comparing the MFR of pure PCL to the MFR of PCL mixed with coffee extract, the
latter showed an increase from 0.11 g/10 min for 0.5 wt.% to 0.31 g/10 min for 10 wt.%.
Similarly, adding 0.5 wt.% of cocoa extract resulted in a significant increase in MFR by
0.43 g/10 min compared to the value of sample P. However, unlike the coffee extract,
increasing the amount of cocoa extract decreased the MFR, with a difference of only
0.06 g/10 min for the sample with 10 wt.%. As for cinnamon extract, after an initial
increase of 0.14 g/10 min at 0.5 wt.%, the MFR value decreased. The lowest MFR value was
obtained for the sample containing 3 wt.% of cinnamon extract, with a subsequent increase
in extract content leading to an increase in MFR. The highest MFR value was obtained for
Materials 2023, 16, 5154
9 of 22
the sample containing 10 wt.% of the extract, which was higher by 0.29 g/10 min than the
pure PCL value.
Table 2. The results of the melt flow rate (MFR) tests.
Aging Time [h]
Extract
Content
[%wt]
720
1440
2160
MFR [g/10 min]
MFR [g/10 min]
MFR [g/10 min]
MFR [g/10 min]
-
1.65 ± 0.07
1.83 ± 0.05
1.85 ± 0.06
1.89 ± 0.09
0.5
1.76 ± 0.08
1.9 ± 0.08
1.98 ± 0.11
2.12 ± 0.15
1
1.85 ± 0.03
1.92 ± 0.04
2.04 ± 0.04
2.27 ± 0.16
3
1.84 ± 0.03
1.96 ± 0.03
2.14 ± 0.09
2.43 ± 0.18
5
1.90 ± 0.03
1.96 ± 0.04
2.16 ± 0.15
2.46 ± 0.16
10
1.96 ± 0.04
2.19 ± 0.084
2.84 ± 0.14
2.77 ± 0.15
0.5
2.08 ± 0.08
2.19 ± 0.08
2.59 ± 0.09
2.95 ± 0.05
1
1.99 ± 0.03
2.33 ± 0.08
2.63 ± 0.11
2.99 ± 0.11
3
2.05 ± 0.04
2.25 ± 0.12
2.50 ± 0.11
3.16 ± 0.08
5
1.95 ± 0.05
2.03 ± 0.05
2.48 ± 0.11
2.87 ± 0.12
10
1.71 ± 0.04
1.71 ± 0.03
1.96 ± 0.11
2.42 ± 0.15
Cinnamon extract
Cocoa extract
Coffee extract
P
0
0.5
1.79 ± 0.02
1.8 ± 0.08
1.88 ± 0.06
2.03 ± 0.10
1
1.68 ± 0.02
1.81 ± 0.05
1.85 ± 0.11
2.09 ± 0.06
3
1.60 ± 0.03
1.77 ± 0.07
1.93 ± 0.09
2.22 ± 0.07
5
1.76 ± 0.06
1.99 ± 0.04
2.15 ± 0.09
2.72 ± 0.07
10
1.94 ± 0.04
2.07 ± 0.10
2.47 ± 0.12
3.39 ± 0.16
R
-
1.89 ± 0.03
1.95 ± 0.03
1.91 ± 0.05
2.06 ± 0.17
The increase in MFR after the addition of the extracts was caused by the migration of
short polyphenol molecules between the PCL polymer chains. This caused an increase in
the distance between the macromolecules, weakening their mutual forces, thus facilitating
a chain slip under the pressure increase in the flow of the polymer mass [50].
Changes in the MFR value as a function of aging time for selected samples are shown
in Figure 3. Aging the P sample increased the MFR of pure PCL by 0.2 g/10 min compared
to the unaged sample. The use of the reference anti-aging compound slightly limited this
increase, as the MFR value of the R sample aged for 2160 h increased by 0.17 g/10 min.
Changes at a similar level were observed in the samples with coffee extract and cinnamon
extract. As a result of accelerated aging, the MFR values of these materials increased by
0.36 g/10 min for coffee extract and 0.24 g/10 min for cinnamon extract. Unfortunately,
it only applied to the lowest extract contents, i.e., 0.5 wt.%. Increasing the content of the
extracts was disadvantageous considering the stability of the flow parameter. With the
increase in the amount of coffee and cinnamon extracts in the material, the difference
between the MFR values of the unaged sample and the aged sample increased significantly, reaching the maximum at 10 wt.% of the extracts. Therefore, for 10 wt.% of coffee
extract, the difference between the unaged sample and the sample aged for 2160 h was
0.81 g/10 min and for 10 wt.% of the cinnamon extract was 1.45 g/10 min. Thus, coffee
and cinnamon extracts with higher contents intensify the adverse effects occurring during
aging, negatively affecting the rheological properties of the material. An interesting effect
was observed for cocoa extract. In this case, the MFR value was most similar to unaged
PCL, and the smallest changes in this value due to accelerated aging were obtained for the
sample with the highest extract content, i.e., 10 wt.%.
Materials 2023, 16, x FOR PEER REVIEW
aging, negatively affecting the rheological properties of the material. An interesting effect
was observed for cocoa extract. In this case, the MFR value was most similar to unaged
PCL, and the smallest changes in this value due to accelerated aging were obtained for the 10 of 22
sample with the highest extract content, i.e., 10 wt.%.
P
P0.5 coffee extract
P10 cocoa extract
P0.5 cinnamon extract
R
2,7
2,5
2,3
MFR [g/10 min]
Materials 2023, 16, 5154
10 of 22
2,1
1,9
1,7
1,5
0
720
1440
2160
Aging time [h]
Figure
Melt
flow
(MFR)
values
of selected
samples
as a function
of aging
Figure
3. 3.
Melt
flow
raterate
(MFR)
values
of selected
samples
as a function
of aging
time. time.
Thesignificant
significantincrease
increaseininMFR
MFR due
due to
to the
number
The
the aging
aging of
ofsamples
samplescontaining
containinga alarge
large
of
extracts
can
be
explained
by
the
fact
that
in
the
case
of
polyphenols,
there
is
a
number of extracts can be explained by the fact that in the case of polyphenols, there is acertain
limit amount
above
which
theythey
loselose
their
anti-aging
amounts, these
certain
limit amount
above
which
their
anti-agingproperties.
properties.In
In larger
larger amounts,
compounds,
instead
of
stopping
the
aging
process,
accelerate
it
significantly.
these compounds, instead of stopping the aging process, accelerate it significantly. As
As aa result,
we
observe
a
significant
increase
in
flow
because
of
intensified
degradation
processes.
result, we observe a significant increase in flow because of intensified degradation
processes.
3.4. Tensile Tests
3.4. Tensile
Tests
Based
on the static tensile strength tests, the tensile strength (σM ) and tensile strain at
break
(εB )on
were
determined.
The aging
(K) of polymeric
materials
calculated
Based
the static
tensile strength
tests,coefficients
the tensile strength
(σM) and tensile
strain
at
from(εEquation
(4) were also
The 2160
h polymeric
aging timematerials
values were
used as the
break
B) were determined.
Thedetermined.
aging coefficients
(K) of
calculated
values
for “after
aging”.
from
Equation
(4) were
also determined. The 2160 h aging time values were used as the
(σM ·εB )after aging
values for “after aging”.
K=
K
(σ∙M ·εB )befor aging
∙
(4)
(4)
The results of static tensile strength tests on unaged and aged samples together with K
The are
results
of staticintensile
tests on unaged and aged samples together with
values
presented
Tablestrength
3.
K values
are
presented
in
Table
3.
The value of σM of pure, unaged PCL was 45.8 MPa. When the reference anti-aging
compound was added, the tensile strength of the unaged sample R increased by 3.6 MPa.
As PCL is highly elastic at ambient temperature, the obtained deformations are large. The
εB values of the unaged P and R samples were 1531% and 1463%, respectively.
Strengthening of the materials was also observed after adding the tested extracts to
the matrix. Even a small content of all tested extracts caused a significant increase in the
σM value. The σM values of samples containing 0.5 wt.% of coffee, cocoa, or cinnamon
extract increased by 3.7; 4.5, and 5.2 MPa. Unfortunately, with higher contents of cocoa and
cinnamon extracts, the tensile strength deteriorated. In the case of cocoa extract already at
a content of 1 wt.%, the obtained values of σM were lower than the values of pure PCL and
they decreased further along with the increase in the extract content. For cinnamon extract,
a similar decrease in tensile strength was observed from 5 wt.% of extract. The exception
was the coffee extract, for which the tensile strength was better than for pure PCL even at
higher extract contents. The parameter εB of samples containing coffee extract was also at
a similar level, where the obtained values ranged from 1473 to 1537; therefore, they were
close to the value of the sample P. In the case of cocoa and cinnamon extracts, there was a
Materials 2023, 16, 5154
11 of 22
decrease in the εB value from 1519 to 1266% for cocoa extract and from 1472 to 1182% for
cinnamon extract with an increase in the extract content. The initial increase in strength is
due to a slight increase in the crystallinity of the materials (which is confirmed by further
DSC studies). The deterioration of mechanical properties at elevated levels of extracts may
be related to the high content of the carrier introduced into the matrix together with the
active substances of the extracts and the solubility of extracts. A detailed description of
changes in mechanical properties is provided in the previous work [44].
Table 3. Tensile test results.
Aging Time [h]
Extract
Content
[%wt]
720
1440
2160
K
σM
[MPa]
εB
[%]
σM
[MPa]
εB
[%]
σM
[MPa]
εB
[%]
σM
[MPa]
εB
[%]
-
45.8 ± 4.9
1531 ± 29
54.8 ± 3.7
1494 ± 62
51.9 ± 4.7
1393 ± 87
22.0 ± 2.0
745 ± 65
0.23
0.5
49.5 ± 5.7
1473 ± 132
53.5 ± 8.2
1445 ± 157
53.0 ± 5.1
1464 ± 127
42.2 ± 8.1
1299 ± 17
0.75
1
52.9 ± 3.5
1537 ± 24
56.6 ± 6.2
1486 ± 121
57.7 ± 5.9
1527 ± 114
47.8 ± 1.4
1310 ± 6
0.77
3
47.9 ± 4.6
1484 ± 109
50.5 ± 4.8
1372 ± 93
54.0 ± 3.7
1454 ± 90
46.6 ± 3.0
1279 ± 52
0.84
5
51.5 ± 2.6
1522 ± 76
54.2 ± 4.4
1423 ± 102
51.2 ± 9.0
1368 ± 196
41.1 ± 10.3
1287 ± 39
0.67
10
48.3 ± 4.3
1480 ± 47
41.5 ± 5.0
1292 ± 161
28.0 ± 2.5
892 ± 280
29.8 ± 3.6
911 ± 197
0.38
0.5
50.3 ± 4.0
1519 ± 35
53.2 ± 5.5
1466 ± 146
49.9 ± 5.4
1405 ± 114
21.7 ± 2.5
739 ± 38
0.21
1
43.5 ± 4.7
1465 ± 125
49.1 ± 2.8
1411 ± 75
48.1 ± 3.5
1404 ± 78
22.4 ± 3.5
729 ± 38
0.26
3
44.5 ± 2.7
1445 ± 67
42.7 ± 1.6
1299 ± 56
34.0 ± 8.3
1046 ± 309
21.3 ± 2.0
724 ± 63
0.24
5
42.4 ± 3.8
1323 ± 68
38.9 ± 1.1
1226 ± 49
34.7 ± 1.9
1181 ± 41
20.8 ± 3.0
715 ± 20
0.27
10
33.8 ± 2.1
1266 ± 15
35.9 ± 2.4
1181 ± 56
33.0 ± 2.1
1112 ± 41
20.8 ± 5.3
717 ± 26
0.35
51.0 ± 2.2
1472 ± 83
48.7 ± 5.6
1351 ± 126
48.4 ± 4.9
1384 ± 118
20.1 ± 1.0
614 ± 89
0.16
1
50.6 ± 7.0
1494 ± 47
48.3 ± 1.8
1405 ± 81
44.5 ± 2.9
1362 ± 84
19.3 ± 0.5
602 ± 86
0.15
3
59.8 ± 7.4
1349 ± 75
41.3 ± 2.2
1254 ± 35
35.7 ± 6.4
1205 ± 108
22.0 ± 5.5
584 ± 211
0.16
Cinnamon extract
Cocoa extract
Coffee extract
P
0
0.5
5
43.5 ± 5.4
1251 ± 58
39.5 ± 2.0
1210 ± 42
35.0 ± 3.1
1194 ± 49
22.3 ± 6.2
906 ± 179
0.37
10
28.3 ± 3.0
1182 ± 92
29.8 ± 2.2
1080 ± 46
26.0 ± 5.1
1018 ± 135
16.6 ± 0.9
29 ± 9
0.01
R
-
49.4 ± 3.9
1463 ± 104
55.7 ± 5.0
1510 ± 91
51.2 ± 4.1
1467 ± 76
20.7 ± 1.3
562 ± 110
0.16
As the best tensile properties were obtained for low extract contents, a more detailed
analysis of the influence of accelerated aging on the mechanical parameters was carried out
on these materials (Figure 4).
The tensile strength of sample P decreased significantly after 2160 h of accelerated
aging. Initially, however, material strengthening was observed as the recorded value of σM
after 720 h aging increased by 9.0 MPa. After this time, the tensile strength of the material
deteriorated, with a large decrease in the value of σM by 23.8 MPa after 2160 h of aging.
The initial strengthening of the material with a further decrease in tensile strength with
increasing aging time was also observed for the R sample. The total decrease in the value
of σM after 2160 h of aging for this material was 28.7 MPa. Thus, the reference anti-aging
compound did not inhibit the adverse effect of accelerated aging on PCL tensile strength.
Materials2023,
2023, 16,
16, 5154
x FOR PEER REVIEW
Materials
12 of 22 12 of 22
(a)
P
P1 coffee extract
P0.5 cocoa extract
P0.5 cinnamon extract
R
70
60
σM [MPa]
50
40
30
20
10
0
720
1440
2160
Aging time [h]
(b)
P
P1 coffee extract
P0.5 cocoa extract
P0.5 cinnamon extract
R
2000
1600
εB [%]
1200
800
400
0
0
720
1440
2160
Aging time [h]
Figure 4. Values of (a) tensile strength (σM ) and (b) strain at break (εB ) of selected samples as a
Figure 4. Values of (a) tensile strength (σM) and
(b) strain at break (εB) of selected samples as a
functionofofaging
aging
time.
function
time.
Cocoa
andstrength
cinnamon
characterized
by a similar
ineffectiveness.
As in the
The
tensile
of extracts
sample Pwere
decreased
significantly
after 2160
h of accelerated
case of
samples
P and R,
for samples
containing
andas
cinnamon
extracts,
aging.
Initially,
however,
material
strengthening
wascocoa
observed
the recorded
value after
of σM2160 h
of
accelerated
aging
there
was
a
sharp
drop
in
the
value
of
σ
.
For
materials
containing
M
after 720 h aging increased by 9.0 MPa. After this time, the tensile strength of the material
0.5
wt.%.
cocoa
and
cinnamon
extracts,
the
σ
values
decreased
by
28.6
MPa
and
30.9 MPa,
M
deteriorated, with a large decrease in the value of σM by 23.8 MPa after 2160 h of aging. The
respectively,
compared
to
the
values
of
unaged
samples.
On
the
other
hand,
the
initial strengthening of the material with a further decrease in tensile strength with coffee
extract showed
the ability
toobserved
inhibit the
in tensile
strength.
This
increasing
aging time
was also
fordecrease
the R sample.
The total
decrease
in substance
the value oflimited
the
decrease
in
tensile
strength
after
2160
h
of
accelerated
aging
observed
in the case of
σM after 2160 h of aging for this material was 28.7 MPa. Thus, the reference anti-aging
other
materials.
The
most
stable
parameters
as
a
function
of
aging
time
were
found in the
compound did not inhibit the adverse effect of accelerated aging on PCL tensile strength.
material
1 wt.%
of coffee
whereby
the
difference
between the
Cocoacontaining
and cinnamon
extracts
were extract
characterized
a similar
ineffectiveness.
Asvalues
in the of the
case
of samples
P aged
and R,samples
for samples
containing
cocoa
and
cinnamon
extracts,
aftermuch
2160 hsmaller
unaged
and the
was only
5.1 MPa.
The
difference
was
therefore
ofthan
accelerated
aging there
was a sharp
drop
in the
value of It
σMis
. For
materials
containing
the differences
observed
in the
other
samples.
worth
noting
that the0.5
positive
wt.%.
cinnamon
the σM values
decreased
by 28.6 MPa and
30.9
MPa,extract
effectcocoa
of theand
coffee
extract extracts,
was maintained
even at
higher concentrations.
The
coffee
positively influenced the stability of the tensile strength up to 5 wt.%. The coffee extract
also had a positive effect on the recorded deformations of aged samples. Unlike other
materials, the decrease in εB of a sample containing 0.5 wt.%. coffee extract after 2160 h of
Materials 2023, 16, 5154
13 of 22
accelerated aging was much smaller. The εB value decreased from 1473 to 1299%, i.e., by
174 units, so the material was still very elastic. This decrease was much smaller than in the
other samples, where the εB values dropped by 780–1455 units, and most of the samples
became very brittle.
The initial increase in tensile strength observed after shorter aging times was associated
with an increase in the degree of crystallinity of the materials. As demonstrated by the
DSC tests presented below, the degree of crystallinity of the materials remained at a similar
level despite the longer aging time; however, a decrease in tensile strength and strain at
the break was observed. The decrease in mechanical properties is probably related to the
degradation of the amorphous phase, which is more susceptible to UV radiation [48].
The aging coefficient characterizes the degree of material degradation as an effect of
aging processes. A value of K close to zero indicates a high susceptibility to aging while
values closer to one indicate high aging resistance [43]. Calculations of the K coefficient
confirm that the coffee extract has the best anti-aging properties, as the obtained K values
for most samples are exceedingly high. In the case of the remaining extracts, the calculated
K values did not differ significantly from the values obtained for the P and R samples.
3.5. Impact Tensile Tests
The results of the impact strength (atU ) tests are presented in Table 4.
Table 4. Impact tensile strength results (atU ); NB—did not break.
Extract
Content
[%wt]
0
720
1440
2160
atU [kJ/m2 ]
atU [kJ/m2 ]
atU [kJ/m2 ]
atU [kJ/m2 ]
-
NB
NB
NB
353.2 ± 34.2
0.5
NB
NB
NB
NB
1
NB
NB
NB
NB
3
NB
NB
NB
NB
5
NB
NB
NB
NB
10
268.2 ± 28.4
282.2 ± 21.4
172.9 ± 26.1
167.2 ± 26.6
0.5
NB
NB
NB
272.3 ± 23.0
1
NB
NB
NB
249.6 ± 13.7
3
187.7 ± 26.1
290.6 ± 55.2
221.3 ± 19.1
224.4 ± 18.0
5
187.6 ± 32.6
202.9 ± 18.6
202.5 ± 23.4
192.6 ± 17.2
10
149.5 ± 27.6
192.1 ± 19.3
180.3 ± 24.9
184.6 ± 12.2
NB
NB
NB
231.5 ± 31.0
Cinnamon extract
Cocoa extract
Coffee extract
P
Aging Time [h]
0.5
5
173.5 ± 20.7
191.5 ± 28.8
199.5 ± 26.6
189.6 ± 13.3
10
134.6 ± 16.1
138.6 ± 13.7
163.0 ± 9.3
160.4 ± 8.1
R
-
NB
NB
NB
325.3 ± 55.5
1
NB
NB
316.8 ± 83.0
237.6 ± 15.3
3
182.8 ± 28.0
223.1 ± 39.4
226.9 ± 32.7
195.3 ± 19.4
During the tensile impact test, only a few samples broke, while P and R, along with
most materials containing coffee extract and samples with up to 3 wt.% of cocoa and
cinnamon extracts, showed no signs of fracture. However, an observed decrease in the
value of atU was noticed in samples with cocoa and cinnamon extract when the extract
content exceeded 3 wt.%. The samples containing 10 wt.% mass of extracts exhibited the
lowest values with a decrease of 38.2 or 48.2 kJ/m2 , respectively, compared to samples
Materials 2023, 16, 5154
14 of 22
containing 3 wt.% of extracts. The material containing 10 wt.% of coffee extract had the
highest atU value among the samples that broke. The atU value was about twice that
of samples with the same concentration of cocoa or cinnamon extracts. The negative
effect on impact tensile strength during the tensile test may be due to the active substance
carrier contained in the added extracts and the difference in the solubility of contained
polyphenols. According to [36], the type and amount of polyphenols present in the polymer
matrix determines how much of them can dissolve. Most of the time, polyphenols lose
some of their solubility as their concentration rises. The matrix develops precipitation,
which has a detrimental effect on the created materials’ mechanical properties.
The impact tensile strength of pure PCL did not change under the influence of accelerated aging up to 1440 h. Up to that aging time, the R samples did not break during the
impact test. Only after 2160 h of accelerated aging did the material break, and the recorded
value of atU was 353.2 kJ/m2 . Furthermore, the material with the reference anti-aging
compound did not break until 1440 h of accelerated aging. The rupture of the R sample
took place after 2160 h of aging, and the obtained atU value was 325.3 kJ/m2 , i.e., 27.9 kJ/m2
lower than the value of the aged P sample.
Again, the most favorable anti-aging effects were observed with lower extract contents. Materials containing 0.5 wt.% cocoa and cinnamon extracts under the influence of
accelerated aging behaved similarly to pure PCL and the material containing the reference
anti-aging compound. Up to 1440 h of aging the samples did not break. The atU values
obtained after 2160 h of aging were 272.3 kJ/m2 for cocoa extract and 231.5 kJ/m2 for cinnamon extract. However, they were lower than the value obtained for the aged R sample.
Therefore, it can be assumed that cocoa and cinnamon extracts showed lower anti-aging
properties than the reference compound.
The coffee extract had better properties than the other extracts and the reference antiaging compound. Even with 0.5 wt.% of coffee extract and after 2160 h of accelerated aging,
the samples did not break during the tensile impact test. The positive effect of the coffee
extract was maintained also at higher contents, as even samples containing 5 wt.% did not
break after the longest accelerated aging time.
3.6. Thermogravimetric Analysis
Figure 5 shows the thermogravimetric (TG) curves of selected samples before and
after the aging process. In the TG analysis the temperature of the loss of 5% of the mass of
defining
Materials 2023, 16, x FOR PEER REVIEWthe tested sample T5% was determined. The T5% value was taken as a parameter
15 of 22
the beginning of thermal degradation of the material. The T5% results of all samples are
shown in Table 5.
120
–––––––
––– –––
–––––––
––– –––
–––––––
––– –––
–––––––
––– –––
100
Weight (%)
80
P 0h
P 2160h
P0.5 coffee extract 0h
P0.5 coffee extract 2160h
P10 coffee extract 0h
P10 coffee extract 2160h
R 0h
R 2160h
60
40
20
0
200
300
400
Temperature (°C)
500
600
Universal V4.5A TA Instruments
Figure
5. TG
curves
of selected
samples
beforebefore
and after
aging
Figure
5. TG
curves
of selected
samples
andthe
after
the process.
aging process.
Table 5. Results of thermogravimetric tests.
Extract Content [%wt]
0
T5% [°C]
Aging Time [h]
720
1440
T5% [°C]
T5% [°C]
2160
T5% [°C]
Materials 2023, 16, 5154
15 of 22
Table 5. Results of thermogravimetric tests.
Aging Time [h]
Extract Content [%wt]
-
720
1440
2160
T5% [◦ C]
T5% [◦ C]
T5% [◦ C]
T5% [◦ C]
371.7
342.1
324.5
312.4
0.5
357.7
349.1
357.4
340.6
1
346.6
353.1
349.1
353.7
3
339.0
330.9
342.4
342.8
5
326.1
299.7
312.9
321.8
10
261.6
305.3
303.4
267.4
0.5
362.4
366.6
334.0
336.2
1
366.9
352.4
353.2
330.7
3
357.0
357.4
333.1
344.2
5
346.3
338.9
338.6
331.4
10
313.3
317.1
297.8
307.8
Cinnamon extract
Cocoa extract
Coffee extract
P
0
0.5
369.4
363.5
350.1
338.1
1
368.3
353.1
339.2
341.1
3
362.2
346.1
346.6
334.0
5
353.8
346.2
359.2
326.5
10
350.3
315.8
310.7
297.4
R
-
362.8
350.3
330.5
323.8
When PCL is subjected to thermal degradation in an inert atmosphere, the polyester
chains break down due to an ester pyrolysis reaction, which results in the release of CO2 ,
H2 O, and carboxylic acids. Through pyrolysis, the chains of macromolecules experience
random cleavages [51]. The P sample has a T5% value of 371.7 ◦ C. Adding the reference antiaging agent reduced the T5% by 8.9 ◦ C. The tested extracts also reduced the T5% compared
to the value obtained for the P and R samples. When 0.5% of coffee, cocoa, or cinnamon
extracts were added to PCL, T5% decreased by 14.0, 9.4, and 2.3 ◦ C, respectively, compared
to pure PCL. However, the most significant decrease was observed in samples containing
10% extracts, with T5% values being lower by 110.1 ◦ C for coffee extract, 58.4 ◦ C for cocoa
extract, and 74.3 ◦ C for cinnamon extract compared to sample P. The observed decrease in
thermal resistance after adding the extracts may be caused by two factors. The first is the
introduction to the matrix of compounds that are characterized by lower thermal resistance
than the matrix material [52]. Secondly, the plasticizing effect of the extracts was visible in
the MFR studies. According to reports [53], incorporating plasticizers into biopolyesters
leads to a reduction in the thermal stability of the polymer.
The thermal resistance of pure PCL decreased significantly with the progress of the
accelerated aging time. The T5% value of the P sample decreased approximately linearly
with increasing aging time (Figure 6). The difference in T5% between the sample aged for
2160 h and the unaged sample was 59.3 ◦ C. By adding a reference anti-aging compound to
the matrix, the material’s thermal resistance was enhanced. The T5% value of the R sample
aged for 2160 h was lower by 39.0 ◦ C than the unaged sample, so the decrease was smaller
than that observed for the P sample.
P
P1 coffee extract
P1 cocoa extract
P0.5 cinnamon extract
R
380
370
360
350
T5% [°C]
Materials 2023, 16, 5154
accelerated aging time. The T5% value of the P sample decreased approximately linearly
with increasing aging time (Figure 6). The difference in T5% between the sample aged for
2160 h and the unaged sample was 59.3 °C. By adding a reference anti-aging compound
to the matrix, the material’s thermal resistance was enhanced. The T5% value of the R
sample aged for 2160 h was lower by 39.0 °C than the unaged sample, so the decrease
16 of 22was
smaller than that observed for the P sample.
340
330
320
310
300
0
720
1440
2160
Aging time [h]
Figure 6. The temperature of 5% weight loss (T
aging time.
) values of selected samples as a function of
5%
Figure 6. The temperature of 5% weight loss (T5%) values
of selected samples as a function of aging time.
With
lowcontents
contents
of extracts
to weight),
1% by the
weight),
thesubstances
proposedpositively
substances
With low
of extracts
(up to(up
1% by
proposed
positively
in thermal
asaging
a function
of agingcausing
time without
influencedinfluenced
the changesthe
in changes
thermal resistance
as resistance
a function of
time without
too
causing
too
large
of
an
initial
decrease
in
thermal
resistance.
In
the
case
of
cocoa
large of an initial decrease in thermal resistance. In the case of cocoa and cinnamon extracts,and
cinnamon
extracts,
the behavior
ofthese
samples
containing
these
extracts
under the influence
the behavior
of samples
containing
extracts
under the
influence
of accelerated
aging
similar toaging
that ofwas
sample
R. As
time progressed,
decrease
the value a
ofwas
accelerated
similar
to the
thataging
of sample
R. As the aaging
timeinprogressed,
of T5% was
observed
but
changes
werebut
smaller
than inwere
the case
of sample
P, the
which
was
observed
the changes
smaller
than in
case of
decrease
in the
value of
T5%the
indicates
better
anti-aging
properties
of
the
extracts.
The
differences
in
T
between
the
sample P, which indicates better anti-aging properties of the extracts. 5%
The differences in
aged for 2160 h and the unaged samples were 26.2 ◦ C for 1 wt.% of cocoa extract
Tsamples
5% between the samples aged for 2160 h and the unaged samples were 26.2 °C for 1 wt.%
◦ C for 0.5 wt% of cinnamon extract. In the case of coffee extract, the course of
31.3extract
ofand
cocoa
and 31.3 °C for 0.5 wt% of cinnamon extract. In the case of coffee extract,
changes in thermal resistance as a function of aging time was different. Despite the initial
the course of changes in thermal resistance as a function of aging time was different.
decrease in T5% after adding 1 wt.% of coffee extract, the value of this parameter did not
Despite the initial
decrease in T5% after adding 1 wt.% of coffee extract, the value of this
change significantly due to accelerated aging. The T5% after 2160 h of accelerated aging
parameter
did not
change
due to
accelerated
aging.
Thesample.
T5% after
2160ith of
was practically
at the
samesignificantly
level as the value
obtained
for the
unaged
Thus,
accelerated
aging
was
practically
at
the
same
level
as
the
value
obtained
for
the
was the coffee extract that showed the best anti-aging properties, taking into accountunaged
the
sample.
Thus,init limiting
was thethe
coffee
extract
that showed
the best anti-aging properties, taking
effectiveness
decrease
in thermal
resistance.
into account the effectiveness in limiting the decrease in thermal resistance.
3.7. Differential Scanning Calorimetry
3.7. Differential
Scanning
Calorimetry
The analysis
of the DSC
results focused on the first and second heating runs. Through
the The
first analysis
heating, we
determined
howfocused
the selected
thermal
properties
the samples
were
of the
DSC results
on the
first and
second of
heating
runs. Through
affected
by
accelerated
aging.
The
second
heating,
undertaken
after
removing
the
thermal
the first heating, we determined how the selected thermal properties of the samples were
history, helped to determine how accelerated aging affected the structure of the tested
affected by accelerated aging. The second heating, undertaken after removing the thermal
materials. Using the DSC test, the melting point (Tm1 and Tm2 ) and degree of crystallinity
(Xc1 and Xc2 ) for each heating cycle were determined. Unfortunately, the DSC curves did
not show the glass transition of PCL despite the suitable temperature range. The values of
Xc were calculated based on Formula (1), assuming that the value of the enthalpy change
of 100% crystalline PCL (∆Hm100% ) is 139.5 J/g [54].
∆Hm
Xc =
·100%
(5)
∆Hm100%
Examples of the curves of the first and second heating of selected unaged and aged
samples are shown in Figure 7.
Xc were calculated based on Formula (1), assuming that the value of the enthalpy change
of 100% crystalline PCL (ΔHm100%) is 139.5 J/g [54].
∆
X
%
∙ 100%
(5)
17 of 22
Examples of the curves of the first and second heating of selected unaged and aged
samples are shown in Figure 7.
(a)
1.0
–––––––
––– –––
–––––––
––– –––
–––––––
––– –––
–––––––
––– –––
Heat Flow (W/g)
0.5
0.0
P 0h
P 2160h
P0.5 coffee extract 0h
P0.5 coffee extract 2160h
P10 coffee extract 0h
P10 coffee extract 2160h
R 0h
R 2160h
-0.5
-1.0
-1.5
-2.0
30
Exo Up
(b)
40
50
60
Temperature (°C)
1.0
–––––––
––– –––
–––––––
––– –––
–––––––
––– –––
–––––––
––– –––
0.5
Heat Flow (W/g)
Materials 2023, 16, 5154
∆
0.0
70
80
Universal V4.5A TA Instruments
P 0h
P 2160h
P0.5 coffee extract 0h
P0.5 coffee extract 2160h
P10 coffee extract 0h
P10 coffee extract 2160h
R 0h
R 2160h
-0.5
-1.0
-1.5
-2.0
Exo Up
30
50
Temperature (°C)
70
Universal V4.5A TA Instruments
Figure7.7.DSC
DSCcurves
curves
unaged
and
aged
samples
containing
coffee
extract;
(a) first
(b) second
Figure
ofof
unaged
and
aged
samples
containing
coffee
extract;
(a) first
heatheat
(b) second
heat.
heat.
Based
the first
first heating
heating (Table
(Table6),
6),ititcan
canbebe
concluded
that
Basedon
on the
the results
results of the
concluded
that
thethe
accelaccelerated
aging
process
didsignificantly
not significantly
the phase
changes
the materials.
tested
erated aging
process
did not
affectaffect
the phase
changes
of the of
tested
The melting point (Tm1 ) of sample P was 61.2 ◦ C with a degree of crystallinity (Xc1 ) of
46.7%. The addition of the reference compound or the tested extracts to the matrix did
not significantly affect the thermal parameters of unaged samples. Only a slight increase
in the degree of crystallinity was observed for the samples containing the tested extracts,
probably caused by the appearance of additional nucleation centers (active substance
carrier particles).
As a result of the accelerated aging process, the Tm1 value slightly increased, which
was related to the increasing degree of crystallinity Xc1 of the samples, which in practically
all cases reached its maximum after 2160 h of aging. The observed increase in the degree
of crystallinity with aging is a typical phenomenon accompanying the conditioning of
polymeric materials for a long time at elevated temperatures, which is related to the
ordering of the polymer chains.
Materials 2023, 16, 5154
18 of 22
Table 6. Results of the first heating scan.
Aging Time [h]
0
Extract Content [%wt]
1440
2160
Tm1
[◦ C]
Xc1
[%]
Tm1
[◦ C]
Xc1
[%]
Tm1
[◦ C]
Xc1
[%]
Tm1
[◦ C]
Xc1
[%]
-
61.2
46.7
62.8
54.2
62.5
58.5
64.0
56.8
0.5
61.2
48.2
62.9
55.2
62.6
55.7
63.9
57.2
1
61.0
49.0
61.8
53.8
62.7
55.3
64.6
55.5
3
60.5
47.8
63.8
51.3
63.1
54.7
63.3
54.1
62.5
48.3
63.1
51.4
62.1
53.9
63.5
53.7
58.2
43.3
63.1
49.7
62.9
52.4
62.8
50.9
0.5
60.3
49.0
62.5
55.5
62.9
56.1
64.4
58.6
1
61.3
49.1
62.8
53.8
64.4
57.0
64.0
57.7
3
59.5
48.2
65.1
52.2
63.8
53.8
63.4
55.8
5
59.1
48.7
62.7
53.4
63.0
52.4
63.3
54.9
10
59.6
44.4
62.7
50.8
63.5
51.2
62.7
53.0
0.5
59.2
47.7
63.6
52.8
62.9
58.0
63.9
58.5
1
59.5
47.7
63.2
53.4
64.4
56.7
64.2
58.7
3
62.6
49.3
63.4
51.9
63.8
55.5
64.2
58.1
5
58.5
46.1
62.2
51.4
63.0
52.7
63.8
57.3
10
60.5
46.6
63.2
51.3
63.5
55.7
62.7
57.5
R
-
60.1
46.1
62.0
55.3
62.6
58.5
64.3
65.2
Cocoa extract
5
10
Cinnamon extract
Coffee extract
P
720
By analyzing the results obtained based on the second heating (Table 7), i.e., when
the influence of the accelerated aging process itself was eliminated, it was found that the
melting point (Tm2 ) of the unaged P sample decreased to 58.6 ◦ C with a simultaneous
decrease in the degree of crystallinity (Xc2 ) to 42.8%. A similar dependence was observed
for the unaged samples containing the tested anti-aging compounds, where a decrease in
these two parameters was also observed. However, no major influence of the accelerated
aging process on the melting point (Tm2 ) and the degree of crystallinity (Xc2 ) of the tested
materials was noticed. The obtained differences between the samples aged for 2160 h and
the aged samples were insignificant. This was applied to both pure PCL and materials
containing the reference anti-aging compound as well as the tested extracts.
Contrary to the studies presented above, in the case of DSC studies, there was no clear
relationship between the contents of individual extracts and the values of the recorded
parameters of aged materials. Regardless of whether the material contained 0.5 or 10 wt.%
of the extract, the values of the tested samples at individual stages of aging were similar.
Materials 2023, 16, 5154
19 of 22
Table 7. Results of the second heating scan.
Aging Time [h]
0
Extract Content [%wt]
-
1440
2160
Tm2
[◦ C]
Xc2
[%]
Tm2
[◦ C]
Xc2
[%]
Tm2
[◦ C]
Xc2
[%]
Tm2
[◦ C]
Xc2
[%]
58.6
42.8
56.5
44.5
55.8
47.3
56.2
50.5
0.5
57.9
44.3
56.1
45.0
56.2
45.4
56.4
44.1
1
58.4
45.4
56.3
44.0
55.9
47.0
56.9
44.3
3
57.0
47.1
57.4
42.6
56.5
46.1
56.1
43.5
57.3
45.7
57.3
42.9
56.3
46.3
56.4
44.8
55.2
42.7
57.2
41.6
56.2
44.5
55.6
41.0
0.5
56.6
44.6
56.1
44.1
57.0
47.4
56.5
45.6
1
58.3
47.3
56.3
45.5
56.3
45.3
56.5
43.4
3
55.8
49.6
58.3
43.9
55.9
45.4
56.2
46.2
5
56.1
46.0
56.3
43.8
57.4
42.6
56.3
43.7
10
56.8
43.0
56.7
43.3
55.9
42.2
56.0
39.4
0.5
56.5
46.1
56.7
46.8
56.0
46.3
56.9
43.8
1
56.3
47.5
56.4
43.5
56.8
44.9
56.3
47.2
3
58.2
48.7
56.7
43.8
53.3
42.9
56.2
46.4
5
56.7
45.6
56.2
40.7
56.2
44.4
55.9
44.1
10
55.5
42.5
56.9
41.7
56.5
45.4
55.6
46.7
R
-
56.7
48.2
56.1
46.0
56.3
46.4
56.4
52.6
Cocoa extract
5
10
Cinnamon extract
Coffee extract
P
720
4. Conclusions
The purpose of the study was to investigate the potential of utilizing coffee, cocoa,
and cinnamon extracts as natural anti-aging agents in a biodegradable polymer known as
polycaprolactone. The effectiveness of these extracts was evaluated through FTIR analysis
and by observing changes in selected properties of polycaprolactone in relation to extract
concentration and aging duration. The results were compared against those of a control
sample containing a synthetic anti-aging compound, BHT.
The research suggests that the plant proposed extracts possess anti-aging properties.
However, it is important to note that higher concentrations of the extracts can alter the
properties of polycaprolactone, making it beneficial to use amounts below 1 wt.%. At this
concentration, the extracts can effectively prevent the harmful effects of accelerated aging
while maintaining the original properties of polycaprolactone-based materials. Additionally, using lower concentrations of the extracts can prevent the decrease in mechanical
strength, thermal resistance, and increase in melt flow index during the aging process.
Coffee extract in an amount up to 1 wt.% turned out to be the best anti-aging compound, in most cases giving results better than the results obtained for the reference
anti-aging compound. The material with coffee extract after 2160 h of aging was characterized by an acceptable increase in the melt rate by approx. 0.4 g/10 min (0.17 g/10
min in the case of the reference anti-aging compound), a decrease in tensile strength by
approx. 6.0 MPa (28.6 MPa for the reference anti-aging compound), a decrease in the strain
at fracture of approximately 200 units (901 units for the reference anti-aging compound), no
breakage of the samples in the tensile impact test (the sample with the reference anti-aging
compound cracked), and no loss of thermal stability (32.3 ◦ C reduction in resistance with
the reference anti-aging compound).
Materials 2023, 16, 5154
20 of 22
Based on the results obtained, plant extracts could be utilized in an industrial setting to
produce eco-friendly packaging materials as an alternative to traditional polymer products.
Author Contributions: Conceptualization, K.M.; methodology, K.M., M.S., R.M., T.K. and B.J.;
validation, K.M.; formal analysis, K.M. and B.J.; investigation, K.M.; data curation, K.M., M.S., R.M.,
P.R., T.K. and B.J.; writing—original draft preparation, K.M.; visualization, K.M.; supervision, P.R. All
authors have read and agreed to the published version of the manuscript.
Funding: The studies were financed by the National Science Centre, project 2015/17/D/ST8/02618.
Data Availability Statement: Data are contained within the article.
Conflicts of Interest: The authors declare no conflict of interest.
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English
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(-)-SCR1693 Protects against Memory Impairment and Hippocampal Damage in a Chronic Cerebral Hypoperfusion Rat Model
|
Scientific reports
| 2,016
|
cc-by
| 8,737
|
(-)-SCR1693 Protects against
Memory Impairment and
Hippocampal Damage in a Chronic
Cerebral Hypoperfusion Rat Model
XiaoyinZhu1,2 JingweiTian2 Songmei Sun2 Qiuju Dong2 Fangxi Zhang2 & XiumeiZhang1 received: 02 July 2015
accepted: 13 June 2016
Published: 28 June 2016 Chronic cerebral hypoperfusion (CCH) is one of the most common causes of vascular dementia (VaD)
and is recognised as an etiological factor in the development of Alzheimer’s disease (AD). CCH can
induce severe cognitive deficits, as assessed by the water maze task, along with neuronal loss in
the hippocampus. However, there are currently no effective, approved pharmacological treatments
available for VaD. In the present study, we created a rat model of CCH using bilateral common carotid
artery occlusion and found that (-)-SCR1693, a novel compound, prevented rats from developing
memory deficits and neuronal damage in the hippocampus by rectifying cholinergic dysfunction and
decreasing the accumulation of the phospho-tau protein. These results strongly suggest that (-)-
SCR1693 has therapeutic potential for the treatment of CCH-induced VaD. Vascular dementia (VaD) is the most common cause of dementia after Alzheimer’s disease (AD)1. VaD is defined
as a loss of cognitive function resulting from ischaemic, ischaemic-hypoxic or haemorrhagic brain tissue lesions
due to cardiovascular disease and cardiovascular pathological changes2. Chronic cerebral hypoperfusion (CCH)
is a major cause of VaD and can result from disorders that affect the cerebral vascular system, including hyperten-
sion, diabetes, generalised atherosclerosis, and cigarette smoking3. A study focusing on the pathogenetic mech-
anism of VaD has revealed that, similar to AD, cholinergic abnormalities are associated with a disturbance in
cognitive function in patients with VaD4. Cholinergic neurons that project into the hippocampus play a critical
role in learning and memory function, and the cholinergic terminals in the presynaptic membrane are sensitive to
ischaemic insults5. These findings suggest the possibility of using cholinergic substances as therapeutic interven-
tions in patients with VaD. The inhibition of brain acetylcholinesterase (AChE) can increase synaptic concentra-
tions of acetylcholine, which may improve cognitive dysfunction and neuropathology in patients suffering from
cerebral ischaemic dementia6. However, many clinical studies have revealed that memantine and the AChE inhib-
itors donepezil, galantamine and rivastigmine only have modest beneficial effects on the cognitive symptoms of
VaD and provide no concomitant global or clinical benefits in most cases7. The use of AChE inhibitors is limited
because of adverse drug reactions, which include increased patient mortality7. This limitation indicates that the
inhibition of cholinergic abnormalities may not completely prevent the development of VaD. www.nature.com/scientificreports www.nature.com/scientificreports www.nature.com/scientificreports Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 Results
( ) SCR1 (-)-SCR1693 prevents CCH-induced learning and memory deficits. Clinical observations and
experimental research have indicated that CCH could lead to learning/memory deficits in subjects who are mid-
dle-aged and older18. As shown in Fig. 1A, the ischaemic rats in the model group exhibited significantly longer
escape latencies than the rats in the sham group from day 1 to day 5 (day 1, p = 0.012; day 2, p = 0.011; day 3,
p = 0.019; day 4, p = 0.024; day 5, p = 0.016; n = 6) in the water maze task, which was initiated 4 weeks after
BCCAo. On days 2–5, there were no significant differences in escape latencies between the rats in the donepezil
and (-)-SCR1693 groups vs. the sham group, except in the 0.3 mg/kg (-)-SCR1693 group on day 3 (p = 0.036). We found that on days 3–5, 3 mg/kg of (-)-SCR1693 significantly shortened the escape latencies prolonged by
permanent BCCAo (day 3, p = 0.036; day 4, p = 0.006; day 5, p = 0.026) compared with the model group. On day
4, the escape latencies of the rats in the group that received 1 mg/kg of (-)-SCR1693 were significantly shorter
compared with the model group (p = 0.005). Although the mean escape latency of the rats that received 1 mg/
kg of donepezil was lower on days 4 and 5, no statistically significant difference was observed compared with the
model group during the trial. g
p
g
In the probe trial, Fig. 1B shows that the number of times the rats crossed the platform area for the experimen-
tal and sham groups was 4.83 ± 1.07 and 2.67 ± 1.37 (p = 0.015, n = 6), respectively. Administering 1 mg/kg and
3 mg/kg of (-)-SCR1693 significantly increased the number of times the rats crossed compared with the model
group (5.33 ± 1.25 and 5 ± 0.82, p = 0.038 and p = 0.028, respectively), which was similar to the sham group. The number of times the rats crossed the platform area in the group that received 1 mg/kg of donepezil was not
different from that in the model group. In Fig. 1C, representative swim paths during the probe test are shown, and
they reveal shorter swimming distances and less time spent in the target quadrant for the ischaemic rats, while
(-)-SCR1693 ameliorated these changes. (-)-SCR1693 alleviates neuronal damage caused by CCH. www.nature.com/scientificreports/ tau can be cleaved, which increases the propensity of tau to oligomerise and eventually form filamentous aggre-
gates13. The exact function that tau oligomers and filaments serve in the cell dysfunction/death process has not
yet been clearly defined. The enzyme GSK-3β is one of a group of proline-directed kinases that can phosphorylate
tau. Gene-knockout studies indicate that both tau and GSK-3β bind to the same region of presenilin 1 (PS1),
residues 250–298, whereas the binding domain on tau is the microtubule-binding repeat region14. The ability
of PS1 to bring tau and GSK-3β into close proximity suggests that PS1 may regulate the interaction between tau
and GSK-3β14. Protein kinase B, also known as Akt, is activated by phosphorylation at serine 473 (Ser473) and
threonine 308 (Thr308). Activated Akt phosphorylates a wide range of substrates, resulting in the activation of
anti-apoptotic (survival) factors and the inactivation of pro-apoptotic factors15. Akt down-regulates the activities
of GSK-3β by phosphorylating serine residue 9 (Ser9)16. β y p
p
y
g
The novel compound (-)-SCR1693, whose name is gem-dimethyl-tacripyrine hydrochloride and whose
chemical name is (-)-ethyl 5-amino-4-(2-chlorophenyl) -2,7,7-trimethyl-1,4,6,7,8,9-hexahydrobenzo[b][1,8]
naphthyridine-3-carboxylate hydrochloride, shows multiple activities at the enzymatic and cellular levels, includ-
ing the inhibition of both tau hyperphosphorylation and AChE activity. (-)-SCR1693 is being developed as a new
drug for the treatment of dementia associated with AD, and its efficacy in AD has been demonstrated in animal
models. Two major pathological pathways leading to the development of AD have been hypothesised: the amyloid
cascade and vascular injury. The vascular hypothesis suggests that ischaemic changes and hypoperfusion asso-
ciated with aging, as well as other vascular risk factors, disturb the blood supply and metabolism. This distur-
bance leads to neuronal and/or neuroglial energy failure that not only causes injury but also accelerates amyloid
over-production and reduces clearance17, eventually leading to AD pathology. This vascular hypothesis has also
been suggested to contribute to VaD pathology. Thus, medications administered for AD are probably effective
in the treatment of VaD. (-)-SCR1693 has been proposed to improve cognitive dysfunction and prevent neuro-
degeneration in VaD patients by inhibiting AChE and increasing synaptic concentrations of acetylcholine, thus
inhibiting tau hyperphosphorylation. Based on these properties, a new trial was initiated using BCCAo rats to test
the effects of long-term (-)-SCR1693 administration on behaviour and on neuronal survival and tau pathology. Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 (-)-SCR1693 Protects against
Memory Impairment and
Hippocampal Damage in a Chronic
Cerebral Hypoperfusion Rat Model
XiaoyinZhu1,2 JingweiTian2 Songmei Sun2 Qiuju Dong2 Fangxi Zhang2 & XiumeiZhang1 g
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The bilateral common carotid artery occlusion (BCCAo) rat model is a commonly used model of VaD. Surgical ligation of both the common carotid arteries in rats produces a CCH condition8. Previous studies have
revealed that CCH induces severe cognitive deficits, as assessed by the water maze task, along with neuronal
loss in the hippocampus9. In addition to cholinergic abnormalities, CCH treatment induced learning/memory
alterations, increased microtubule-associated protein tau hyperphosphorylation, and caused imbalances in the
phosphorylation system by activating glycogen synthase kinase 3β (GSK-3β) and Akt10. In humans, tau plays
a key role in regulating microtubule dynamics, axonal transport and neurite outgrowth, and all of these func-
tions of tau are modulated by site-specific phosphorylation11. Hyperphosphorylation of tau can result in the
self-assembly of tangles of paired helical filaments and straight filaments, which are involved in the pathogenesis
of AD and other tauopathies, such as VaD12. After phosphorylation at additional sites, including Ser396/404, 1Department of Pharmacology, Shandong Univeristy School of Medicine 44#, Wenhua Xi Road, Jinan, Shandong, 250012
P.R. China. 2School of Pharmacy, Key Laboratory of Molecular Pharmacology and Drug Evaluation (Yantai University),
Ministry of Education, Collaborative Innovation Center of Advanced Drug Delivery System and Biotech Drugs in
Universities of Shandong, Yantai University, Yantai 264005, P.R. China. Correspondence and requests for materials
should be addressed to X.Z. (email: zxy_sptenic@163.com) Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 1 www.nature.com/scientificreports/ Results
( ) SCR1 Global ischaemia is known to often lead to
delayed neuronal death in the CA1 region of the hippocampus. The cognitive deficits caused by ischaemia have
been shown to be closely correlated with neuronal cell damage in the hippocampal CA1 region19. In addition,
granule neurons of the dentate gyrus receive inputs from the entorhinal cortex through the perforant pathway
and send signals to the CA3 pyramidal neurons through the mossy fibre pathway, which are critical pathways
for memory processing and recording. Therefore, neuronal degeneration in these areas, together with synaptic
deficits, may underlie the basis of the mild memory impairments observed in CCH mice20. Previous studies have
shown neuronal damage, such as pyknosis of nuclei and vacuolation of neuropil, in pyramidal neurons of the
CA1–CA4 region of the hippocampus and granule neurons of the dentate gyrus (DG) in post-ischaemic rats19.hf The neuroprotective effects of donepezil and (-)-SCR1693 were evaluated by measuring neuronal cell density
in the hippocampus after 34 days of global cerebral ischaemia. Representative photomicrographs of the Nissl
staining results for each group are shown in Fig. 2. In the sham group, the neurons in the DG, CA1, CA3, and CA4
regions were normal and did not show any cell damage. In ischaemic rats, the numbers of cells in these regions
were markedly decreased and the neurons exhibited a shrunken morphology (solid arrows) and vacuolation
(hollow arrows). These results demonstrate that ischaemia leads to obvious neuron loss, disordered arrangement,
vacuolation of the cell body of neurons, pyknosis of nuclei, and coagulation necrosis in the DG, CA1, CA3, and
CA4 regions of the model group. Similar changes were observed in the donepezil group, but these changes were
ameliorated in the group that received 3 mg/kg of (-)-SCR1693. In 2 out of 6 rats in the 0.3 mg/kg group and 3
out of 6 rats in the 1 mg/kg group, the histological lesions in the hippocampus were attenuated, but there were no Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 2 www.nature.com/scientificreports/ Figure 1. Effects of (-)-SCR1693 on water maze performance deficits caused by permanent bilateral
ligation of the common carotid arteries in rats (mean ± SEM, n = 6) . (A) In the place navigation test,
mean daily escape latencies during the training phase are shown. Results
( ) SCR1 When the ANOVA indicated significant treatment effects, the means
were separated using Tukey’s multiple comparison test. Bars represent mean ± SEM for replicate samples
(n = 6). *p < 0.05, **p < 0.01 vs. Sham group; #p < 0.05, ##p < 0.01 vs. Model group. Representative swim paths
during the probe test showed that spatial memory deficits improved in ischaemic rats treated with (-)-SCR1693. statistically significant differences in the number of surviving neurons in the groups that received 0.3 or 1 mg/kg
of (-)-SCR1693 compared with the model group. The histograms show that the number of surviving neurons in
the model group was markedly decreased compared with that in the sham rats. Obvious recovery of neuron loss
was observed in rats treated with 3 mg/kg of (-)-SCR1693, while the neuron loss could not be suppressed follow-
ing treatment with 1 mg/kg of donepezil. (-)-SCR1693 inhibits AChE activity in the hippocampus and blood plasma. Inhibition of AChE
activity could decrease the hydrolysation of Ach and increase the concentration of ACh. In Fig. 3a, we show
that CCH significantly increased the activity of AChE in the rat hippocampus compared with the sham group
(p = 0.002, n = 6). Hippocampal AChE activity in the donepezil group was significantly lower than in the model
group (p = 0.018). All three doses of (-)-SCR1693 significantly decreased the activity of AChE compared with the
model group (0.3 mg/kg, p = 0.025; 1 mg/kg, p = 0.001; 3 mg/kg, p = 0.000). g
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As shown in Fig. 3b, blood plasma AChE activity was slightly lower in the model group than in the sham
group, but the difference was not statistically significant (p = 0.636). Donepezil (p = 0.001 vs. sham, p = 0.003 vs. model), 1 mg/kg of (-)-SCR1693 (p = 0.013 vs. sham, p = 0.038 vs. model), and 3 mg/kg of (-)-SCR1693 (p = 0.000
vs. sham, p = 0.001 vs. model) significantly decreased blood plasma AChE activity compared with the sham and
model groups. (-)-SCR1693 (1 mg/kg) led to a similar decrease in hippocampal AChE activity and higher plasma
AChE activity compared with donepezil, while 3 mg/kg of (-)-SCR1693 led to a similar change in plasma AChE
activity and lower hippocampal AChE activity compared with donepezil. Results
( ) SCR1 (B) The number of times the rats crossed
the place where the platform had been hidden during the training phase of the probe trial (swimming 120 s
without platform) is shown. (C) Representative swim paths during the probe test are shown. Statistical analysis
was performed using one-way ANOVA. When the ANOVA indicated significant treatment effects, the means
were separated using Tukey’s multiple comparison test. Bars represent mean ± SEM for replicate samples
(n = 6). *p < 0.05, **p < 0.01 vs. Sham group; #p < 0.05, ##p < 0.01 vs. Model group. Representative swim paths
during the probe test showed that spatial memory deficits improved in ischaemic rats treated with (-)-SCR1693. Figure 1. Effects of (-)-SCR1693 on water maze performance deficits caused by permanent bilateral
ligation of the common carotid arteries in rats (mean ± SEM, n = 6) . (A) In the place navigation test, Figure 1. Effects of (-)-SCR1693 on water maze performance deficits caused by permanent bilateral
ligation of the common carotid arteries in rats (mean ± SEM, n = 6) . (A) In the place navigation test,
mean daily escape latencies during the training phase are shown. (B) The number of times the rats crossed
the place where the platform had been hidden during the training phase of the probe trial (swimming 120 s
without platform) is shown. (C) Representative swim paths during the probe test are shown. Statistical analysis
was performed using one-way ANOVA. When the ANOVA indicated significant treatment effects, the means
were separated using Tukey’s multiple comparison test. Bars represent mean ± SEM for replicate samples
(n = 6). *p < 0.05, **p < 0.01 vs. Sham group; #p < 0.05, ##p < 0.01 vs. Model group. Representative swim paths
during the probe test showed that spatial memory deficits improved in ischaemic rats treated with (-)-SCR1693. Figure 1. Effects of (-)-SCR1693 on water maze performance deficits caused by permanent bilateral
ligation of the common carotid arteries in rats (mean ± SEM, n = 6) . (A) In the place navigation test,
mean daily escape latencies during the training phase are shown. (B) The number of times the rats crossed
the place where the platform had been hidden during the training phase of the probe trial (swimming 120 s
without platform) is shown. (C) Representative swim paths during the probe test are shown. Statistical analysis
was performed using one-way ANOVA. Results
( ) SCR1 According to the data, (-)-SCR1693 may
produce fewer side effects and may be more efficient in inhibiting AChE activity than donepezil. (-)-SCR1693 up-regulates the expression of brain-derived neurotrophic factor (BDNF) in the
hippocampus. The enzyme-linked immunosorbent assay (ELISA) (Fig. 4) revealed that hippocampal BDNF
levels in the model group were significantly higher than in the sham group (p = 0.049, n = 6). These results indi-
cate that ischaemia leads to an increase in BDNF gene expression, which is in accordance with a previous study21. Exposure to 3 mg/kg of (-)-SCR1693 significantly elevated hippocampal BDNF expression (p = 0.013, vs. sham
group; p = 0.045, vs. model group). Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 3 www.nature.com/scientificreports/ www.nature.com/scientificreports/ Figure 2. Typical neuropathological changes observed in the hippocampus 4 weeks after
of the common carotid arteries. Neuronal loss, shrinkage (solid arrows) and vacuolation (h
neurons were observed in the CA1, CA3, CA4 and DG regions of the hippocampus in the mo
Long term administration of ( ) SCR1693 and donepezil attenuated chronic hypoperfusion Figure 2. Typical neuropathological changes observed in the hippocampus 4 weeks after bilateral ligation
of the common carotid arteries. Neuronal loss, shrinkage (solid arrows) and vacuolation (hollow arrows) of
neurons were observed in the CA1, CA3, CA4 and DG regions of the hippocampus in the model group rats. Long-term administration of (-)-SCR1693 and donepezil attenuated chronic hypoperfusion-induced neuronal
damage to different degrees (scale bars = 50 μm). Histograms show the neuron number per field of view (×400)
in the CA1, CA3, CA4 and DG regions (mean ± SEM, n = 6). *p < 0.05 vs. Sham group; #p < 0.05 vs. Model
group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Model group. Figure 2. Typical neuropathological changes observed in the hippocampus 4 weeks after bilateral ligation
of the common carotid arteries. Neuronal loss, shrinkage (solid arrows) and vacuolation (hollow arrows) of
neurons were observed in the CA1, CA3, CA4 and DG regions of the hippocampus in the model group rats. Long-term administration of (-)-SCR1693 and donepezil attenuated chronic hypoperfusion-induced neuronal
damage to different degrees (scale bars = 50 μm). Histograms show the neuron number per field of view (×400)
in the CA1, CA3, CA4 and DG regions (mean ± SEM, n = 6). *p < 0.05 vs. Sham group; #p < 0.05 vs. Model
group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Results
( ) SCR1 Model group. Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 4 www.nature.com/scientificreports/ Figure 3. The effects of (-)-SCR1693 on acetylcholinesterase (AChE) activity in the hippocampus and blood
plasma (mean ± SEM, n = 6). (A) Hippocampal AChE activity. (B) Blood plasma AChE activity. *p < 0.05 vs. Sham group; #p < 0.05 vs. Model group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Model group. Figure 3. The effects of (-)-SCR1693 on acetylcholinesterase (AChE) activity in the hippocampus and blood
plasma (mean ± SEM, n = 6). (A) Hippocampal AChE activity. (B) Blood plasma AChE activity. *p < 0.05 vs. Sham group; #p < 0.05 vs. Model group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Model group. Figure 4. The effects of (-)-SCR1693 on hippocampal brain-derived neurotrophic factor (BDNF)
(
±
) *
h
#
d l
** Figure 4. The effects of (-)-SCR1693 on hippocampal brain-derived neurotrophic factor (BDNF)
expression (mean ± SEM, n = 6). *p < 0.05 vs. Sham group; #p < 0.05 vs. Model group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Model group. Figure 4. The effects of (-)-SCR1693 on hippocampal brain-derived neurotrophic factor (BDNF)
expression (mean ± SEM, n = 6). *p < 0.05 vs. Sham group; #p < 0.05 vs. Model group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Model group. (-)-SCR1693 modulates the phosphorylation of AKT, GSK-3β and tau in the rat hippocamp
T
l
th
h
i
d
l i
lt
d t
h
h
l ti
i
d th
lt
ti
f t t l (-)-SCR1693 modulates the phosphorylation of AKT, GSK-3β and tau in the rat hippocampus. To explore the mechanisms underlying altered tau phosphorylation, we examined the alterations of total Akt,
p-Akt, total GSK-3β, and p-GSK-3β. Phosphorylation of Akt at Ser473 reflects an increased activity of Akt22. Akt
phosphorylation could lead to a decreased activity of GSK-3β, thus reducing tau phosphorylation and activating
the cell survival-supporting functions of the Akt pathway22. Western blotting (Fig. 5) showed that the levels of
total Akt did not change dramatically, while p-Akt immunoreactivity in the hippocampus after CCH treatment
decreased by 16%. (-)-SCR1693 (3 mg/kg) reversed this change. The ratio of p-GSK-3β to GSK-3β decreased
by 12% following CCH and increased by approximately 10% in rats that were treated with (-)-SCR1693 com-
pared with control rats. Results
( ) SCR1 Total GSK-3β and p-GSK-3β levels did not change after CCH or after treatment with
(-)-SCR1693 and donepezil. (-)-SCR1693 modulates the phosphorylation of AKT, GSK-3β and tau in the rat hippocampus. To explore the mechanisms underlying altered tau phosphorylation, we examined the alterations of total Akt,
p-Akt, total GSK-3β, and p-GSK-3β. Phosphorylation of Akt at Ser473 reflects an increased activity of Akt22. Akt
phosphorylation could lead to a decreased activity of GSK-3β, thus reducing tau phosphorylation and activating
the cell survival-supporting functions of the Akt pathway22. Western blotting (Fig. 5) showed that the levels of
total Akt did not change dramatically, while p-Akt immunoreactivity in the hippocampus after CCH treatment
decreased by 16%. (-)-SCR1693 (3 mg/kg) reversed this change. The ratio of p-GSK-3β to GSK-3β decreased
by 12% following CCH and increased by approximately 10% in rats that were treated with (-)-SCR1693 com-
pared with control rats. Total GSK-3β and p-GSK-3β levels did not change after CCH or after treatment with
(-)-SCR1693 and donepezil. Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 5 www.nature.com/scientificreports/ Figure 5. The effects of (-)-SCR1693 on the ratios of p-Akt/Akt, p-GSK-3β/GSK-3β and p-tau/tau
(mean ± SEM, n = 6). The full-length blots are shown in the Supplementary Materials. The gels were run under
the same experimental conditions. *p < 0.05 vs. Sham group; #p < 0.05 vs. Model group. **p < 0.01 vs. Sham
group; ##p < 0.01 vs. Model group. Figure 5. The effects of (-)-SCR1693 on the ratios of p-Akt/Akt, p-GSK-3β/GSK-3β and p-tau/tau
(mean ± SEM, n = 6). The full-length blots are shown in the Supplementary Materials. The gels were run under
the same experimental conditions. *p < 0.05 vs. Sham group; #p < 0.05 vs. Model group. **p < 0.01 vs. Sham
group; ##p < 0.01 vs. Model group. Assay
Test Concentration
(M)
% Inhibition of
Control Values
% of Control Values
Reference
Compound
IC50 Ref
(M)
nH Ref
1st
2nd
Mean
CDK5 /p35
3.0E-05
−5
105.2
104.1
104.6
staurosporine
2.1E-08
1.2
GSK3beta
3.0E-05
−3
106.4
98.8
102.6
staurosporine
9.9E-08
1.6
MARK1
3.0E-05
−4
100.7
107.8
104.2
staurosporine
1.5E-08
2.9
MARK2
3.0E-05
7
93.5
91.5
92.5
H-89
8.3E-06
2.9
MARK3
3.0E-05
4
95.8
96.9
96.3
staurosporine
1.7E-08
1.6
MARK4
3.0E-05
2
98.5
97.1
97.8
hymenialdisine
3.6E-08
1.4i Table 1. Enzyme and cell-based assays profile of (-)-SCR1693. Discussion
h In the present study, we investigated the mechanisms underlying CCH-induced spatial learning and memory
deficits, and we examined whether the novel compound (-)-SCR1693 could ameliorate these deficits in a CCH
rat model. We also compared the effects of (-)-SCR1693 with the effects of donepezil, which has been shown to
improve hippocampal neuronal damage and reduce learning and memory deficits in the hippocampus of a global
ischaemic gerbil model23. Our findings suggest that (-)-SCR1693 exhibits beneficial effects on CCH-induced
cognitive and memory deficits and that its effects on these cognitive deficits are mediated by attenuating
CCH-induced dysfunction of the central cholinergic system and the tau protein in the brain. y
g
y
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Surgical ligation of both of the common carotid arteries in rats produces a chronic, global hypoperfusion state,
which is less severe than the 4-vessel occlusion (4-VO) animal model24. Impaired learning and memory have been
confirmed using the Morris water maze task at ~7 days post-surgery25. In our present behavioural experiment,
learning performance in the water maze task was severely impaired in the BCCAo rats, as indicated by an increase
in the time required to find the hidden platform and a decrease in the number of times the rats crossed the place
where the hidden platform was previously located. These results are in agreement with previous studies showing
that chronic cerebral hypoperfusion results in impaired learning performance26. Our behavioural experiment
shows that (-)-SCR1693 prevents learning and memory deficits and is more effective than donepezil.h p
g
yif
p
Neurons have a high demand for oxygen and a limited endogenous reserve of glycogen. Thus, adult neurons
are vulnerable to ischaemic conditions27. Hippocampal neurons are particularly sensitive and undergo selective
and delayed degeneration in response to global ischaemia28. The pyramidal neurons in the hippocampus are crit-
ically involved in spatial learning and memory, and degeneration of these neurons results in cognitive deficits29. We found that CCH caused hippocampal neural damage, including neuronal loss, disordered arrangement, pyk-
nosis of nuclei, vacuolation of the neuronal cell body, and coagulation necrosis in the model group. (-)-SCR1693
significantly attenuated the bilateral ligation-induced histological lesions in the hippocampus, while vacuola-
tion and pyknosis of neurons were still observed in the donepezil group. Results
( ) SCR1 Tau can be phosphorylated at multiple sites, such as Ser396/404, which increases the propensity of tau to oli-
gomerise and eventually form filamentous aggregates13. While the protein levels of total tau in all of the groups
were similar, a dramatic increase in the levels of p-tau (phosphorylated at Ser396) was observed in the hip-
pocampus of the BCCAo rats. (-)-SCR1693 rectified this CCH-induced change in p-tau, and this effect was dose
dependent (Fig. 5). However, there were no obvious changes in the levels of p-Akt and p-GSK-3β between the
ischaemic group and either the control group or the (-)-SCR1693 group. We consider the small variations in
p-Akt and p-GSK-3β to be unrelated to the dramatic (-)-SCR1693-induced decrease in the levels of p-tau. The enzymatic activity of GSK-3β in vitro. To determine the effects of (-)-SCR1693 on the activity of
the upstream enzymes of tau, an additional cellular functional assay was conducted by Cerep (Le Bois l’Eveque,
France). The effects of the compounds on the activity of human CDK5/p35, GSK-3β, MARK1, MARK2, MARK3
and MARK4 were evaluated by measuring the phosphorylation of the corresponding substrates using human
recombinant enzymes and the LANCE® detection method. The results shown in Table 1 demonstrate that
(-)-SCR1693 did not affect the activities of human CDK5/p35, GSK-3β, MARK1, MARK2, MARK3 and MARK4
in vitro. The inhibitory effect of (-)-SCR1693 on tau hyperphosphorylation depends on the interaction
of PS1 with tau. The ability of PS1 to bring tau and GSK-3β into close proximity suggests that PS1 may play
an important role in regulating the phosphorylation of tau via GSK-3β14. In the present study, (-)-SCR1693 did
not alter either the phosphorylation or enzymatic activity of GSK-3β. Thus, we speculated that the interaction
between PS1 and tau may explain the effect of (-)-SCR1693 on tau. The anti-tau antibody was incubated with pro-
tein extracts from the hippocampus. The immunocomplexes were then precipitated by incubation with Protein
A+G Agarose and detected using the anti-PS1 antibody. As shown in Fig. 6, more PS1 was precipitated in the Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 6 www.nature.com/scientificreports/ Figure 6. Binding of PS1 to tau using co-immunoprecipitation. (A) Protein bands represent the levels of PS1
binding to tau. (B) The effects of (-)-SCR1693 on the interaction between tau and PS1 (mean ± SEM, n = 6). The full-length blots are shown in the Supplementary Materials. *p < 0.05 vs. Results
( ) SCR1 Sham group; #p < 0.05 vs. Model
group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Model group. Figure 6. Binding of PS1 to tau using co-immunoprecipitation. (A) Protein bands represent the levels of PS1
binding to tau. (B) The effects of (-)-SCR1693 on the interaction between tau and PS1 (mean ± SEM, n = 6). The full-length blots are shown in the Supplementary Materials. *p < 0.05 vs. Sham group; #p < 0.05 vs. Model
group. **p < 0.01 vs. Sham group; ##p < 0.01 vs. Model group. ischaemia model group than in the control group, which indicates that CCH results in an increase in PS1 binding
to tau. (-)-SCR1693 at doses of 1 mg/kg and 3 mg/kg prevented the binding of tau to PS1, but donepezil did not
have this effect. Discussion
h Thus, the neuroprotective effects of
(-)-SCR1693 contribute to cognitive rehabilitation, and its efficacy is greater than that of donepezil.i gfi
y
g
p
Cholinergic deficits in VaD have been observed in preclinical and clinical studies30,31, and evidence of cho-
linergic changes in animal models of VaD has recently been reviewed32. The VaD-induced increase in AChE
activity in the hippocampal areas could lead to reductions in the efficiency of cholinergic neurotransmission,
such as a decrease in ACh levels in the synaptic cleft. This effect would contribute to the progression of cognitive
impairment and other types of neurological dysfunction seen in patients and rats with VaD33. Our data showed
that long-term administration of (-)-SCR1693, a potent AChE inhibitor, significantly inhibited AChE activity
in a dose-dependent manner. The inhibition of serum AChE activity by donepezil has been linked to its adverse
side effects, which include nausea, vomiting, diarrhoea, abdominal pain, weight loss, anorexia34 and hepatotox-
icity associated with serum alanine aminotransferase elevation in up to 50% of patients35. We could reasonably
conclude that (-)-SCR1693 might have similar AChE-inhibiting effects in the hippocampus, but with less adverse
side effects, as higher doses of (-)-SCR1693 did not cause more adverse side effects than donepezil. A previous
study reported that BDNF is involved in adult hippocampal neurogenesis and memory recovery under ischaemic
conditions36 and that BDNF expression may be involved in the CREB-dependent neuroprotective mechanisms of
donepezil in ischaemic injuries23. Neurodegenerative disorders may indeed affect neurotrophic factor function
by reducing the adaptation of neurons to disease-related alterations37. Our results indicate that CCH induces
an increase in BDNF expression, which was previously considered to be induced by neurogenesis after ischae-
mia38. (-)-SCR1693 also increased the levels of BDNF, which may contribute to the protection of neurons in the
hippocampus. pp
p
To investigate the possible molecular mechanisms underlying CCH-induced cognitive impairment and the
effects of (-)-SCR1693, we further investigated tau-related molecules and pathways in the CCH rat brain. Under
pathological conditions in which there is an imbalance in the phosphorylation/dephosphorylation of tau, aber-
rant tau phosphorylation at Ser396 can increase the propensity of tau to oligomerise and eventually form filamen-
tous aggregates13. The present study found that the levels of p-tau increased significantly in the hippocampi of the
BCCAo rats, while (-)-SCR1693 inhibited the CCH-induced phosphorylation of tau at Ser396. Treatment and control materials Treatment and control materials. (-)-SCR1693 (light yellow solid, purity = 98%, provided by Jiangsu
Simovay Pharmaceutical Co., Ltd) was suspended in 1% (w/v) carboxymethyl cellulose sodium (SCMC) solution. Donepezil (Donepezil Hydrochloride Tablets, Eisai, China), which was used as a positive control, was pulverised
and suspended in 1% (w/v) SCMC solution. Rats in the sham group were given 1% (w/v) SCMC solution. Rat surgery and treatment. Male Sprague–Dawley (SD) rats weighing between 200 and 250 g were pur-
chased from Shandong Luye Pharmaceutical Co. Ltd, China. Animals were housed at 50–70% humidity, a temper-
ature of 22–24 °C, and under a 12:12 h light/dark cycle. All experiments were conducted in accordance with the
guidelines of the Ministry of Health of PR China and the Animal Care Committee of China Medical University. The study protocol was approved by the Experimental Animal Research Committee of Yantai University. Food
and water were freely available during all phases of the experiment. Rats were acclimated to the facility for 5 days
prior to surgery. The rats were anaesthetised with 3 mL/kg of 10% (w/v) chloral hydrate administered by intra-
peritoneal injection. Through a midline cervical incision, the bilateral common carotid arteries were exposed
and gently separated from the carotid sheath and vagus nerve. Each artery of the rats assigned to the ischaemic
group was ligated with a 5–0 silk suture, while rats in the sham group underwent the same operation, including
the neck incision and isolation of arteries, but without ligation. During recovery, the rats were kept in the animal
quarters with free access to food and water. After the operation, the ischaemic animals were randomly divided
into 6 groups (n = 12): a sham group, a model group, a 1 mg/kg/day donepezil group, and (-)-SCR1693 groups
consisting of 0.3, 1, or 3 mg/kg/day. The SCMC or drugs were administered once daily for 4 weeks by gavage at a
dosing volume of 1 mL/kg. Four weeks later, the spatial memory retention of the rats was tested, after which the
rats were sacrificed to conduct histopathologic and biochemical examinations. During the behavioural test, the
drug was administered 60 min before the trials. Morris water maze. Spatial memory performance was evaluated 4 weeks after BCCAo or sham surgery
using the Morris water maze29. The Morris water maze device is composed of a circular pool placed in a room
with conspicuous symbols on the pool wall. Discussion
h Active GSK-3β can Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 7 www.nature.com/scientificreports/ cause hyperphosphorylation of the tau protein at Ser39611, and its upstream enzyme, activated Akt, increases Aβ
protease levels. This increase inhibits GSK-3β and activates multiple survival signals to promote neuron growth
and survival39,40. The present study found that CCH led to a minor decrease in p-Akt (active form) and p-GSK-3β
(inactive form), while (-)-SCR1693 increased p-Akt and p-GSK-3β expression to almost normal levels. The effects
of (-)-SCR1693 on the phosphorylation of Akt and GSK-3β in the rat hippocampus are clearly not the main
cause of the inhibition of tau hyperphosphorylation. In addition, cellular functional assays conducted by CEREP
confirmed that (-)-SCR1693 did not affect the enzymatic activity of GSK-3β. Therefore, (-)-SCR1693 inhibited
the hyperphosphorylation of tau at Ser396 without affecting the enzymatic activity of GSK-3β. PS1 has been
proven to bring tau and GSK-3β into close proximity to regulate the phosphorylation of tau by GSK-3β14. In our
co-immunoprecipitation study, CCH resulted in more interactions between tau and PS1, which may be the reason
why the levels of p-tau increased without changes in p-GSK-3β levels. (-)-SCR1693 decreased the precipitation
of PS1, which suggests that (-)-SCR1693 may inhibit the interactions between tau and PS1. Therefore, the phos-
phorylation of tau by GSK-3β was inhibited. Donepezil did not show similar effects on PS1 and the tau protein. However, further research is needed to investigate the precise mechanism of action of (-)-SCR1693. g
p
In summary, the present study shows that (-)-SCR1693 attenuates the learning/memory impairment that is
due to CCH-induced neuron damage. The proposed mechanisms of the neuroprotective effects of (-)-SCR1693
include the rectification of cholinergic deficits, an increase in survival signals such as BDNF, and a decrease in the
accumulation of the phospho-tau protein. Our results strongly suggest that (-)-SCR1693 has therapeutic potential
for the treatment of VaD-induced cholinergic dysfunction and CCH and shows more therapeutic potential than
donepezil. The pathological changes that occur after permanent bilateral ligation of the common carotid arteries
are quite similar to those observed in patients suffering from multi-infarct dementia, Binswanger’s and AD41. Therefore, the present findings suggest that (-)-SCR1693 may be a promising therapeutic agent for the treatment
of other diseases involving vascular dementia. However, further studies are needed to explore its precise mecha-
nism of action. Materials and Methods Treatment and control materials. Treatment and control materials The pool was 150 cm in diameter, 50 cm deep, and filled to a height of
30 cm with water to cover a platform (10 cm in diameter). The platform and the interior of the device were painted
black to prevent visibility of the platform, which was submerged approximately 1.5 cm below the surface of the
water and remained in the middle of quadrant II. The swimming activity of each rat was monitored by a video
camera linked to a computer with an image analyser. On days 1–5, the rats were placed in the water (24 ± 1 °C)
with their backs to the platform and allowed to swim until they found the platform (maximum swim time 60 s). The latency of each rat climbing onto the hidden platform was recorded. If the animal failed to locate the platform
in 60 s, it was placed on the platform and left there for 20 s and the result was recorded as 60 s. Each rat was placed
into the water at the same point in one quadrant and then the three other quadrants. On day 6, the platform was
removed from the pool and the number of times rats crossed the place where the hidden platform had been pre-
viously hidden in 120 s was recorded. www.nature.com/scientificreports/ www.nature.com/scientificreports/ solution. Neuronal damage was examined and evaluated by counting the number of surviving neurons per field
of view (×400) in the DG, CA1, CA3, and CA4 regions using light microscopy (Leica, DMIRB). solution. Neuronal damage was examined and evaluated by counting the number of surviving neurons per field
of view (×400) in the DG, CA1, CA3, and CA4 regions using light microscopy (Leica, DMIRB). solution. Neuronal damage was examined and evaluated by counting the number of surviving neurons per field
of view (×400) in the DG, CA1, CA3, and CA4 regions using light microscopy (Leica, DMIRB). Measurement of AChE activity. The remaining rats were anaesthetised with 3 mL/kg of 10% (w/v) chloral
hydrate administered by intraperitoneal injection, and blood samples were obtained from the abdominal aorta. After myocardial perfusion with 0.9% (w/v) sodium chloride solution, the skull was dissected and the hippocam-
pus was separated on ice. The tissue was homogenised in ice-cold saline to determine the relative biochemical
index. AChE activity in blood plasma and the hippocampus was assayed using an AChE assay kit (#A024, Nanjing
Jiancheng Bioengineering Institute, China) via a spectrometric method42. Measurement of BDNF. BDNF expression in the hippocampus was measured using the BDNF Emax®
ImmunoAssay System (#G7610, Promega Corporation, USA) as per the manufacturer’s instructions. Western blot analysis. Protein samples were homogenised in lysis buffer (20 mM Tris, 150 mM NaCl, 1%
(v/v) Triton X-100) containing 1 mM PMSF, sodium pyrophosphate, β-glycerophosphate, EDTA, Na3VO4, and
leupeptin. The samples were then incubated for 30 min at 4 °C and centrifuged for 10 min at 13,000 × g. The
supernatant (lysate) was collected, and 15 μg protein was loaded into each lane. Samples were separated on 8–12%
SDS-polyacrylamide gels and electro-blotted onto nitrocellulose membranes (Millipore). After blocking with 5%
(w/v) non-fat milk, the blots were incubated with the following primary antibodies: rabbit anti-phospho-Akt
(p-Akt-Ser473, 1:400, Santa Cruz), rabbit anti-Akt (1:400, Santa Cruz), rabbit anti-phospho-GSK-3β
(p-GSK-3β-Ser9, 1:1000, Cell Signaling Technology), rabbit anti-GSK-3β (1:1000, Cell Signaling Technology),
mouse anti-phospho-tau (p-tau-Ser396, 1:1000, Cell Signaling Technology), mouse anti-tau (1:1000, Cell
Signaling Technology), rabbit anti-presenilin 1 (1:1000, Cell Signaling Technology), and β-actin (1:1000,
Santa Cruz). Conjugated goat anti-rabbit or goat anti-mouse IgG was detected with enhanced chemilumines-
cence (ECL) (Pierce® ECL Western Blotting Substrate). β-actin was used as an internal reference for relative
quantification. Cellular functional assays in vivo. www.nature.com/scientificreports/ The effects of (-)-SCR1693 on the activities of human CDK5/p35,
GSK3β, MARK1, MARK2, MARK3 and MARK4 were evaluated by measuring the phosphorylation of the respec-
tive corresponding substrates using a human recombinant enzyme and the LANCE® detection method (Le Bois
l’Evêque - B.P. 1 - 86600 Celle-L’Evescault - FRANCE). Co-immunoprecipitation. Protein extracts from the rat hippocampi of each group were preincubated with
1 μg of anti-tau antibody at 4 °C overnight and then incubated with 40 μL Protein A+G Agarose at 4 °C for 3 h. The mixtures were centrifuged at 2500 rpm for 5 min, and then the supernatant was discarded. After being washed
5 times in phosphate buffered saline, the immunoprecipitates were eluted by incubation with loading buffer at
100 °C for 5 min. The immunoprecipitates were subjected to SDS-polyacrylamide gel electrophoresis for detection
of tau and PS1. Statistical analysis. Statistical analysis of the data was conducted according to the Curran-Everett and
Benos methods. All data were expressed as the mean ± SEM, n = 6. The behavioural data were analysed using
one-way repeated-measures ANOVA or two-way repeated-measures ANOVA followed by the Tukey test for mul-
tiple comparisons among different groups. Neurochemical data were compared using one-way ANOVA followed
by the Tukey test for multiple comparisons. P < 0.05 was considered statistically significant. Histopathological examination. Histopathological examination. After behavioural examination, six rats from each group were anaesthe-
tised with 3 mL/kg of 10% (w/v) chloral hydrate administered by intraperitoneal injection. After myocardial per-
fusion with 4% (w/v) paraformaldehyde solution, the brains of the 6 rats in each group were separated and fixed
in paraformaldehyde solution overnight. The brains were then embedded in paraffin and cut into sections (5 μm)
using a microtome (Leica, Nussloch, Germany; S100, TPI). The tissue slides were stained with Nissl staining 8 Scientific Reports | 6:28908 | DOI: 10.1038/srep28908 References 1. Prencipe, M. et al. Stroke, disability, and dementia: results of a population survey. Stroke 28, 531 536 (1997). 2. Roman, G. C. Vascular dementia revisited: diagnosis, pathogenesis, treatment, and prevention. Med Clin North Am 86, 477
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amyloid burden. Additional Information Supplementary information accompanies this paper at http://www.nature.com/srep Supplementary information accompanies this paper at http://www.nature.com/srepi Competing financial interests: The authors declare no competing financial interests. Competing financial interests: The authors declare no competing financial interests. Competing financial interests: The authors declare no competing financial interests. How to cite this article: Zhu, X. et al. (-)-SCR1693 Protects against Memory Impairment and Hippocampal
Damage in a Chronic Cerebral Hypoperfusion Rat Model. Sci. Rep. 6, 28908; doi: 10.1038/srep28908 (2016). This work is licensed under a Creative Commons Attribution 4.0 International License. The images
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Chemiresistive/SERS dual sensor based on densely packed gold nanoparticles
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Beilstein journal of nanotechnology
| 2,015
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cc-by
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Abstract Chemiresistors are a class of sensitive electrical devices capable of detecting (bio)chemicals by simply monitoring electrical resis-
tance. Sensing based on surface enhanced Raman scattering (SERS) represents a radically different approach, in which molecules
are optically detected according to their vibrational spectroscopic fingerprint. Despite different concepts are involved, one can find
in the literature examples from both categories reporting sensors made of gold nanoparticles. The same building blocks appear
because both sensor classes share a common principle: nanometric interparticle gaps are needed, for electron tunneling in chemi-
resistors, and for enhancing electromagnetic fields by plasmon coupling in SERS-based sensors. By exploiting such nano-gaps in
self-assembled films of gold nanoparticles, we demonstrate the proof of concept of a dual electrical/optical sensor, with both
chemiresistive and SERS capabilities. The proposed device is realized by self-assembling 15 nm gold nanoparticles into few
micrometers-wide strips across commercially available interdigitated electrodes. The dual-mode operation of the device is demon-
strated by the detection of a biologically relevant model analyte, 4-mercaptophenyl boronic acid. Chemiresistive/SERS dual sensor based on densely packed
gold nanoparticles
Sanda Boca1, Cosmin Leordean1, Simion Astilean1,2 and Cosmin Farcau*1 Full Research Paper
Open Access
Address:
1Nanobiophotonics and Laser Microspectroscopy Center,
Interdisciplinary Research Institute on Bio-Nano-Sciences,
Babes-Bolyai University, 42 T. Laurian, 400271 Cluj-Napoca,
Romania and 2Faculty of Physics, Babes-Bolyai University, 1 M
Kogalniceanu, 400084 Cluj-Napoca, Romania
Email:
Cosmin Farcau* - cosmin.farcau@phys.ubbcluj.ro
* Corresponding author
Keywords:
colloidal nanoparticles; convective self-assembly; interparticle gaps;
surface enhanced Raman scattering; chemiresistor
Beilstein J. Nanotechnol. 2015, 6, 2498–2503. doi:10.3762/bjnano.6.259
Received: 03 September 2015
Accepted: 10 December 2015
Published: 29 December 2015
Associate Editor: N. Motta
© 2015 Boca et al; licensee Beilstein-Institut. License and terms: see end of document. Introduction sensor must be able to identify and quantify the investigated
analyte, ideally by the use of a low-cost chip made by simple
manufacturing procedures. Noble metal nanoparticles (NPs)
demonstrated repeatedly their effectiveness as transducing
elements in optical sensors based on surface plasmon reso-
nance, surface-enhanced fluorescence or surface-enhanced The development of optical sensors is still following an ascen-
dant slope nowadays and ongoing efforts are made to get them
more accurate, rapid, portable, and inexpensive. This is mostly
due to the promising potential they present in application fields
such as health care, food contamination, environmental safety
and security, among others [1]. Today, a reliable type of optical 2498
2498 Beilstein J. Nanotechnol. 2015, 6, 2498–2503. inter-particle distance. Plasmon coupling and SERS enhance-
ment are also known to strongly depend on inter-particle
nanoscale gaps. Thus, a dense particle organization and the
molecular capping layer (preventing metal particles from
touching each other) control both SERS enhancement and the
electrical resistance of the particle assembly. External molec-
ular species adsorbed on the nanoparticles can modify the elec-
trical response of the film, and can also be identified by their
SERS spectrum (graphs and spectra are just for illustration). The advantages offered by such a dual sensor would be: an
electrical readout, which is always preferred since it is the most
simple and inexpensive method to implement in a final product/
device; complementary, by optics (vibrational spectroscopy,
SERS), specific information can be retrieved on the identity of
the analyte. Such a DEOS would thus combine unique advan-
tages of both electric and optical sensors. Raman spectroscopy (SERS) [2,3]. Among these analytical
techniques, SERS is particularly interesting because it can
specifically identify the analyte by the unique vibrational signa-
ture of chemical groups. Another class of promising sensors are chemiresistors, which
are sensitive electrical devices capable of detecting (bio)chemi-
cals by simply monitoring electrical resistance. They require
simple DC circuitry, and are therefore ideal for developing
wearable/portable devices for protection from chemical expo-
sure, or for environmental monitoring. Assemblies of gold NPs
were recently proposed as chemiresistor sensors, exhibiting reli-
able responses to the analyzed compounds [4]. In most cases
very small particles were used (3–7 nm), functionalized with
specific ligands that facilitate their assembly into thin nanopar-
ticle films through cross-linking reactions, and connected to
(micro)electrodes [5,6]. Introduction Figure 1: Schematic representation of the concept of a dual electric/
optical sensor made of a nanoparticle assembly connected by metal
electrodes on a substrate. In this work we propose a dual electrical/optical sensor (DEOS)
capable of exploiting both chemiresistive and SERS-based
sensing. The device consists of a self-assembled film of spher-
ical gold nanoparticles that is electrically connected by interdig-
itated electrodes (IDE) on a commercially available chip. We
tested the electrical response of the sensor to external stimuli
and validated its capability to detect the model analyte mercap-
tophenyl boronic acid. In contrast with previous nanoparticle-
based chemiresistors, which use small nanoparticles (3–7 nm),
we used larger gold nanoparticles (15 nm) in the sensor design,
which allow one to obtain useful SERS measurements at the
same time. Thus, we were able to optically detect and identify
the analyte by its vibrational SERS signature. To our knowl-
edge this is the first demonstration of a dual electrical/optical
sensing concept based on gold nanoparticles, combining unique
advantages of both chemiresistor and SERS sensors. Dual sensing concept Figure 1: Schematic representation of the concept of a dual electric/
optical sensor made of a nanoparticle assembly connected by metal
electrodes on a substrate. The main idea of this work stems from the fact that the same
physical systems (noble metal colloids) and the same fabrica-
tion tools (colloidal self-assembly) could in principle yield
novel nano-enabled devices with both optical and electrical
functionalities. Colloidal gold nanoparticles as building
blocks A request for a good control of the NP assembling process is
represented by the chemical stability of the used colloid. We
observed that by increasing the concentration of the colloid, this
stability decreases proportionally. Hence, to increase the
stability of the concentrated collidal solution, the originally
citrate-capped AuNPs were functionalized with folic acid mole-
cules by electrostatic interaction between the negative surface
of the particles and the positive amino groups of folic acid
molecules. Folic acid is a low molecular weight vitamin com- A graphical summary describing the envisaged DEOS concept
is given in Figure 1. An array of noble metal colloids assem-
bled between electrodes on a solid substrate can lead to elec-
trical charge flow through the nanoparticle assembly by
applying a voltage on the electrodes. This system can work as a
resistive sensor based on the dependence of tunneling currents
on the inter-NP tunnel barrier, which can be affected by the
molecular species adsorbed on the NPs, or by changes of the 2499 Beilstein J. Nanotechnol. 2015, 6, 2498–2503. spaced by 100 µm. The optical microscopy image presented in
Figure 2b displays the IDE gold electrodes that are connected
by gold nanoparticle strips. The zoom in AFM image
(Figure 2c) shows that the gold nanoparticle strips adopted an
elongated shape near the gold electrodes, in agreement with the
fact that the meniscus is deformed by topographical features
during CSA. Finally, the SEM image in Figure 2d indicates that
the gold nanoparticles in the strips are assembled with a high
density packing. This is due to the good stability of the colloid
during assembly, achieved by capping NPs with FA. The
current–voltage (I–V) behavior of the assembled films was
linear in the measured range, indicating an ohmic behavior
(Figure S3, Supporting Information File 1). pound, which has been shown to be an effective targeting vector
of various cancer cell lines which over-express folate receptors
[7]. It also proved to be an effective capping ligand for linking
onto various polymer backbones or biological molecules. Optical absorption spectra of the colloidal suspension recorded
before and after incubation with folic acid confirmed the
capping of AuNPs (redshift of the dipolar plasmon band)
(Figure S1, Supporting Information File 1). DLS measurements
correlate with the optical absorption results: for FA-capped
nanoparticles (21 nm) the obtained hydrodynamic diameter was
larger than for bare colloidal nanoparticles (18 nm) (Figure S2,
Supporting Information File 1). Dual-mode sensing Figure 3 presents results on the dual-sensing capabilities of the
developed nanoparticle-based DEOS. The experimental setup
for the resistive sensing is depicted in Figure 3a. The electri-
cally connected IDE with assembled Au NPs is immersed in a
methanol (MeOH) bath, by taking care to leave the two elec-
trode tracks outside of the liquid. Since the Au NPs are
dispersable in water, the exposure to alcohol does not damage
markedly the assembled film. Assembly of gold nanoparticles on IDE In the conventional way, convective self-assembly (CSA) was
used for growing thin colloidal films on planar substrates, by
particle deposition from a colloidal suspension along the sub-
strate–liquid–air triple contact line (called also meniscus)
[9,10]. Further, the technique was refined in order to allow for
the fabrication of parallel strips of nanoparticle films on various
substrates [11]. One such variant was named stop&go convec-
tive self-assembly (SG-CSA) [12]. If up to now SG-CSA was
employed only on planar solid substrates like glass slides [13]
or PET films [12], in the present work, we used as substrate
commercial IDE. We chose here SG-CSA and not a simpler
variant because it is neccessary for the assembly proccess. It is
known that topography on a substrate strongly influences the
assembly of nanoparticles, especially when the NPs are smaller
than those topographical features. SG-CSA allows to restrict the
meniscus movement at will, by imposing (through computer-
controlled software) a periodic movement and stopping of the
substrate. During the 'stop' phase the particles are accumulated
at the meniscus and deposited on the substrate. During the 'go'
phase, the meniscus is rapidly translated to the next stop pos-
ition. Our setup also imposes a straight triple contact line, which
ensures deposition of strips of desired geometry. Furthermore,
the gold electrodes are positioned perpendicular to the
meniscus, and parallel to the translation direction. This ensures
that during the 'go' phase no undesired/uncontrolled pinning by
the electrodes occurs. Figure 2: (a) Optical image of the IDE (Dropsens) electrically
connected by conductor wires; (b) Optical image of a region containing
Au NPs assembled as a strip between a pair of Au IDE. (c) AFM image
of the region shown in b); (d) SEM image showing the dense NP
assembly. Colloidal gold nanoparticles as building
blocks Zeta potential measurements
of the concentrated suspension show an average value of
ζ = −32 mV, which prove a good electrostatic stability of the
folic acid-capped AuNPs in the aqueous system [8]. Figure 2: (a) Optical image of the IDE (Dropsens) electrically
connected by conductor wires; (b) Optical image of a region containing
Au NPs assembled as a strip between a pair of Au IDE. (c) AFM image
of the region shown in b); (d) SEM image showing the dense NP
assembly. Sensor characterization An optical image of the commercial IDE chip is presented in
Figure 2a. As better seen in Figure 2b it consists of 10 µm wide
gold electrodes spaced by 10 µm. Their height is 150 nm. Strips
made of gold nanoparticles are deposited through SG-CSA,
perpendicular to the IDE with the purpose of electrically
connecting them. Five gold nanoparticle strips were fabricated, Upon immersion of the sensor from air into MeOH a large and
instant drop of the resistance was observed, from about 93 MΩ
to about 7 MΩ for the sample discussed here. The resistance
slowly increases, and stabilizes around 20 MΩ after 8–10 min. 2500 Beilstein J. Nanotechnol. 2015, 6, 2498–2503. Figure 3: (a) Scheme of the experimental setup for chemiresistive detection; (b) Chemiresistor response: electrical resistance as function of time, as
the sensor is exposed to different media; (c) SERS spectra on the chemiresistor surface before and after exposure to MBA. Figure 3: (a) Scheme of the experimental setup for chemiresistive detection; (b) Chemiresistor response: electrical resistance as function
the sensor is exposed to different media; (c) SERS spectra on the chemiresistor surface before and after exposure to MBA. This behavior could be interpreted as an accommodation of the
NP assembly into the solvent environment; at the same time it
could indicate small disturbances in the microscopic NP
arrangement, induced by the solvent. Subsequently, the analyte
(here MBA in methanol solution) is pipetted (one drop) into
the methanol bath (the final MBA solution concentration is
10−5 M). Again, the resistance of the NP assembly suddenly
drops, to 1.3 MΩ and stabilizes at 1.7 MΩ within 1–2 min. This
change in resistance represents a drop of more than 90% from
the value it had before adding the MBA analyte. Qualitatively,
we observed the same behavior across several samples,
although the resistance values and change of resistance are not
exactly the same. Clearly, sample resistance depends on the
precise geometry of the NP strips that connect the IDEs. For the
resistance change, values between 65 and 90% were observed. The resistance drop upon adsorption of the analyte can be
understood by considering that charge transport through the NP
assembly occurs mainly by electron tunneling. The tunneling
resistance depends exponentially on the interparticle distance l
(surface to surface): RT ≈ eβl, where β is a tunneling decay
constant that describes the tunneling of electrons along the
organic capping molecules. Sensor characterization By changing the molecular content
of the interparticle gap both l and β can be expected to suffer
modifications, which translate into changes of the macroscopic
resistance. A decrease of the resistance upon analyte sorption
has been already observed in chemiresistors based on rigidly
cross-linked nanoparticle films [6,14]. The effective permit-
tivity in the environment of the nanoparticles can increase due
to the adsorption of analytes, which can replace ligands or fill
up inter-molecular voids on the surface of the nanoparticles. This can decrease the activation energy for electron transfer,
which is in turn observed as a resistance decrease. MBA molecules can replace folic acid ligands from the surface
of the gold particles. MBA is smaller than folic acid, and this
observation is another argument sustaining the above discus-
sion. Afterwards, the sample was removed from the liquid environ-
ment, dried, and SERS spectra were measured. Figure 3c
presents the SERS spectra recorded on the NP wires at the
beginning of the experiment, i.e., before adsorbing the analyte,
and after MBA adsorption, after the chemiresistor experiment. After MBA exposure, two intense vibrational bands are
observed at 1078 and 1587 cm−1. These bands are assigned to
the benzene ring, specifically being attributed to βCCC + νCS
and νCC with β and ν denoting bending and stretching modes,
respectively [15,16]. This is an indication for the adsorption of
MBA molecules. These bands were observed also in control
experiments performed on another kind of gold SERS substrate
without capping ligands such as folic acid on the NPs (see
Supporting Information File 1). Some less intense bands, e.g., at
1182 and 1487 cm−1, can also be observed, which were present
in the spectrum measured before MBA exposure, due to folic
acid molecules. Note that a flat gold film deposited by thermal
evaporation did not exhibit any visible Raman bands, under the
same experimental conditions (exposure to methanol, MBA
solution, drying). The SERS enhancement factor, EF, for this
kind of self-assembled Au nanoparticle films is on the order 106
to 107, as we previously demonstrated in similar systems. Conclusion This work demonstrated the proof-of-concept of a nanoparticle-
based dual-mode (bio)chemo-sensor capable of working as both
chemiresistor and SERS substrate. At the heart of the proposed
DEOS lie strips of gold nanoparticles formed by convective
self-assembly, without implying lithographic procedures. The
NP strips are fabricated directly across interdigitated electrodes
on commercially available chips, making the DEOS easy to
handle, and compatible with existing electrochemistry equip-
ment. The adsorption of MBA model molecular analyte on the
nanoparticles caused a change of electrical resistance, proving
the chemiresistor ‘half’ of the DEOS. By subsequent SERS
analyses information on the identity of the species affecting the
resistance was obtained through its specific vibrational Raman
bands. Further development is necessary, e.g., by introducing
molecular recognition elements, in order to improve the selec-
tivity of the sensor. Knowledge and technology existing on
chemiresistive biosensors on one side and SERS detection on
the other, can be commonly exploited for developing advanced
dual sensors benefiting from the advantages of the two separat-
ed, up to now, research fields. For example, by integration with
microfluidics technology, the simultaneous operation in both
chemiresistor and SERS-based modes should readily become
possible. We expect that this innovative type of dual sensor will
combine and multiply the benefits offered by its two facets,
electric and optic, which were previously only separately
exploited for (bio)sensing. Sample characterization: Optical extinction spectra were
measured with a Jasco V-670 spectrophotometer. Particle
morphology was determined by transmission electron
microscopy (TEM) using a JEOL JEM1010 microscope. Zeta
potential and hydrodynamic diameter of the particles were
determined by using a Zetasizer Nano-ZS90 (Malvern Instru-
ments). SERS spectra were recorded with a confocal Raman
microscope (Witec alpha300 R) using a 100× objective
(NA = 0.9) and 785 nm laser. Topography was studied by inter-
mittent contact mode AFM measurements using the same Witec
system. Electrical measurements were performed with a
Keithley electrometer; a voltage of 1 V was applied in the
chemiresistor experiments. Sensor characterization It was
calculated using the equation: where ISERS is the SERS intensity, IRaman is the Raman inten-
sity, NSERS is the number of probed molecules in SERS, and
NRaman is the number of probed molecules in Raman measure- where ISERS is the SERS intensity, IRaman is the Raman inten-
sity, NSERS is the number of probed molecules in SERS, and
NRaman is the number of probed molecules in Raman measure- Moreover, in our system MBA is a thiol-terminated molecule
while folic acid is not, and therefore one can expect that the 2501 Beilstein J. Nanotechnol. 2015, 6, 2498–2503. changed from yellow to burgundy-red, the heat was stopped,
and stirring continued until the colloid reached room tempera-
ture. Folic acid was mixed with the colloidal nanoparticles and
stirred overnight at RT. The capped AuNPs were purified and
concentrated by centrifugation. ments [17]. Further studies about the sensitivity and selectivity
of the DEOS are required too fully ascribe these on the quanti-
tative level, especially as a comparative assessment of the elec-
tric and the optical sensing approaches. Finally, although the
measurements reported above are done sequentially, and not
simultaneous, one can easily accept the fact that the progress to
a simultaneous experiment is only a technical matter; it requires
technologies such as PDMS molding of a fluidic chamber, and
online analyte injection, which we might tackle in the near
future. Convective self-assembly of gold nanoparticles on IDE:
Commercial IDE were used as platforms for NP assembly. These were washed in ethanol, water and dried. An UV–ozone
treatment (NovaScan PSDP-UVT) was performed to increase
the hydrophilicity of the IDE surface. The convective self-
assembly (CSA) deposition setup consists in a glass deposition
plate placed at an angle of 30° over the horizontal IDE fixed
substrate. A drop (5 µL) of gold nanoparticles was placed in the
wedge between the plate and IDE. Strip-like assemblies of gold
NPs are formed by computer-controlled periodic movement and
stopping of the substrate. The process is performed under
ambient conditions at 22–25 °C and a humidity of 32–35%. Supporting Information File 1 Supporting Information File 1
Additional experimental data. [http://www.beilstein-journals.org/bjnano/content/
supplementary/2190-4286-6-259-S1.pdf] Materials and reagents: Hydrogen tetrachloroaurate(III) trihy-
drate (HAuCl4·3H2O), trisodium citrate (C6H5Na3O7),
4-mercaptophenylboronic acid 90% (HSC6H4B(OH)2), folic
acid (C19H19N7O6) were purchased from Sigma-Aldrich. Gold
interdigitated electrodes (IDE) were purchased from Dropsens. [http://www.beilstein-journals.org/bjnano/content/
supplementary/2190-4286-6-259-S1.pdf] Supporting Information Supporting Information provides optical extinction and
DLS characterization of the gold colloid, current–voltage
characteristics of the gold nanoparticle strips, and SERS of
MBA on AuFoN substrate. Acknowledgements Gold nanoparticle synthesis and stabilization: Colloidal gold
nanoparticles (AuNPs) were synthesized by the aqueous reduc-
tion of HAuCl4 with trisodium citrate. An amount of 100 mL of
10−3 M HAuCl4·3H2O was boiled. A solution of 38.8·10−3 M
sodium citrate (10 mL) was added under stirring. After the color This work was supported by a grant of the Romanian National
Authority for Scientific Research, CNCS–UEFISCDI, project
number PN-II-RU-TE-2011-3-0134. S. Boca acknowledges
COST Action Raman4Clinics. 2502 Beilstein J. Nanotechnol. 2015, 6, 2498–2503. References License and Terms
This is an Open Access article under the terms of the
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(http://creativecommons.org/licenses/by/2.0), which
permits unrestricted use, distribution, and reproduction in
any medium, provided the original work is properly cited. The license is subject to the Beilstein Journal of
Nanotechnology terms and conditions:
(http://www.beilstein-journals.org/bjnano)
The definitive version of this article is the electronic one
which can be found at:
doi:10.3762/bjnano.6.259 License and Terms
This is an Open Access article under the terms of the
Creative Commons Attribution License
(http://creativecommons.org/licenses/by/2.0), which
permits unrestricted use, distribution, and reproduction in
any medium, provided the original work is properly cited. The license is subject to the Beilstein Journal of
Nanotechnology terms and conditions:
(http://www.beilstein-journals.org/bjnano)
The definitive version of this article is the electronic one
which can be found at:
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Inferring Air‐Sea Carbon Dioxide Transfer Velocities From Sea Surface Scatterometer Measurements
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Journal of geophysical research. Oceans
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Key Points: Key Points: Key Points: • Derivation of new air-sea flux
parameterization for CO2 fluxes 1Centrum für Erdsystemforschung und Nachhaltigkeit, Universität Hamburg, Hamburg, Germany 1Centrum für Erdsystemforschung und Nachhaltigkeit, Universität Hamburg, Hamburg, Germany • Application of new parameterization
to satellite scatterometer data Abstract C-band microwave sea surface radar backscatter observations from the FINO-2 tower in the
western Baltic are analyzed with respect to their relevance for air-sea CO2 transfer velocity
parameterizations. The scatterometer measurements observed from a height of 25 m above the sea surface
using a multifrequency scatterometer instrument of the University of Hamburg were obtained
quasi-simultaneously with eddy covariance CO2 flux measurements. Both data sets are merged here to
derive a gas transfer velocity parameterization based on radar backscatter measurements. At the location
of the FINO-2 tower, the resulting time-averaged gas transfer velocity amounts to 26.95 cm/hr. In
combination with ΔPCO2 measurements available from the vicinity of the FINO-2 platform, a time-mean
CO2 flux of 0.23 μmol·m−2·s−1 into the Baltic was estimated. Applied to monthly mean satellite-based
C-band ASCAT scatterometer data, the newly derived gas transfer velocity parameterization provides
estimates of seasonal and annual mean global maps of air-sea transfer velocities. The new results agree in
their general pattern with previous estimates using wind speed parameterization. However, the
backscatter-based transfer velocities appear smaller at higher latitudes. Globally averaged air-sea CO2
fluxes would thereby be reduced by 20%. To what extent this is a robust result, or if it depends on the fact
that the training data set did not represent conditions, has to be investigated in the future. • Provision of seasonal and annual
mean CO2 estimates Correspondence to:
D. Stammer,
detlef.stammer@uni-hamburg.de Citation:
Ghobadian, M., & Stammer, D. (2019). Inferring air-sea carbon dioxide
transfer velocities from sea surface
scatterometer measurements. Journal
of Geophysical Research: Oceans, 124,
7974–7988. https://doi.org/10.1029/
2019JC014982 Received 30 JAN 2019
Accepted 30 SEP 2019
Accepted article online 17 OCT 2019
Published online 19 NOV 2019 Citation:
Ghobadian, M., & Stammer, D. (2019).
Inferring air-sea carbon dioxide
transfer velocities from sea surface
scatterometer measurements. Journal
of Geophysical Research: Oceans, 124,
7974–7988. https://doi.org/10.1029/
2019JC014982 ©2019. The Authors.
This is an open access article under the
terms of the Creative Commons
Attribution License, which permits
use, distribution and reproduction in
any medium, provided the original
work is properly cited. Received 30 JAN 2019
Accepted 30 SEP 2019
Accepted article online 17 OCT 2019
Published online 19 NOV 2019 1. Introduction Air-sea gas exchange processes play an important role in climate change since they are the controlling
mechanism for the uptake of anthropogenic CO2 by the ocean. Without this uptake, about 25% more anthro-
pogenic CO2 concentration would exist in the atmosphere with severe consequences for global temperature
rise (Pachauri et al., 2014). Quantifying the ongoing air-sea gas flux and monitoring the ocean sink of anthro-
pogenic carbon, therefore, is key for better projections of global warming. But although air-sea fluxes of CO2
have been studied for many decades, considerable uncertainties remain in existing time-mean estimates
(Jonsson et al., 2008; Lansø et al., 2015; Takahashi et al., 2002; Yu et al., 2014). It is conceivable that uncer-
tainties are even larger for the time-varying flux component. For a better quantification of the oceanic CO2
uptake, both uncertainties have to be reduced. n general terms, the air-sea flux of CO2 can be expressed as In general terms, the air-sea flux of CO2 can be expressed as In general terms, the air-sea flux of CO2 can be expressed as F = 𝛼𝜅
(
PCO2,water −PCO2,air
)
,
(1) (1) where 𝜅represents the gas transfer velocity (in cm/hr), 𝛼the solubility of gas in seawater (in mol·m−3·atm−1),
and (PCO2,water −PCO2,air) stands for the partial pressure difference between seawater and the air above (in
μatm), henceforth referred to as ΔPCO2. According to equation (1), the CO2 flux depends linearly on 𝜅and
ΔPCO2. To reduce uncertainties in the time-varying air-sea fluxes of CO2, we therefore need to improve
estimates of these two parameters as a function of space and time. This holds especially for parameterizations
of the transfer velocity 𝜅, which typically is described as a function of large-scale observable parameters. Among the most common gas transfer velocity parameterizations are empirical relations with wind speed
at 10 m height (e.g., Ho et al., 2006; Liss & Merlivat, 1986; Nightingale et al., 2000; Wanninkhof, 1992;
Wanninkhof & McGillis, 1999; Wanninkhof et al., 2009) because wind controls air-sea gas exchange through
its influence on the surface waves and especially turbulence and wind speed near the ocean surface can be
used as a proxy to estimate gas transfer velocity. The resulting traditional wind-based parameterization of
gas transfer velocity is of the form ©2019. The Authors. Inferring Air-Sea Carbon Dioxide Transfer Velocities
From Sea Surface Scatterometer Measurements
M. Ghobadian1 and D. Stammer1 M. Ghobadian1 and D. Stammer1 1. Introduction This is an open access article under the
terms of the Creative Commons
Attribution License, which permits
use, distribution and reproduction in
any medium, provided the original
work is properly cited. 𝜅= a (U∕U0)b (Sc)n,
(2) (2) 𝜅= a (U∕U0)b (Sc)n, 𝜅= a (U∕U0)b (Sc)n, 7974 GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 1. Experimental site in the Western Baltic Sea. Shown is the bottom iowtopo2 topography (in m). The red star
mark the location of the FINO-2 tower. Figure 1. Experimental site in the Western Baltic Sea. Shown is the bottom iowtopo2 topography (in m). The red sta
mark the location of the FINO-2 tower. where U is the wind speed at 10 m height above sea level, U0 = 1 m/s, a (in cm/hr) and b are coefficients
determined by experimental data, Sc is the Schmidt number, and the exponent n is an empirical value
which varies between one half and two thirds depending on the friction velocity and mean square slope
of the surface waves (Jähne et al., 1989). However, several processes other than just wind speed mediate
air-sea fluxes as well, such as surface films or wave breaking which are difficult to account for in wind speed
parameterization (Broecker et al., 1978; Merlivat & Memery, 1983). Equation (2) is therefore not a sufficient
descriptor of all factors or physical processes involved (Banner & Phillips, 1974; Bock et al., 1999; Melville,
1996; Weiss et al., 2007). Takahashi et al. (2002) quantified this uncertainty as variation in the global oceanic
CO2 uptake of 50% or more as a consequence of the different wind exponents in the regional gas transfer
velocity parameterizations that account for these difficulties. In this paper we attempt to improve estimates of the time-varying gas transfer velocity parameterizations, 𝜅. Improvements will be sought by using surface roughness as the primary controlling observable; because of
the strong dependence of transfer velocity on small-scale turbulence and wave breaking, surface roughness
or surface wind stress should be a better proxy for estimating surface CO2 transfer as compared to one depen-
dent only on wind speed. An effective way to estimate small-scale surface roughness can be accomplished
using radar backscatter measurements from the sea surface as measured by radar instruments from space. 1. Introduction It therefore appears to be an important step to test the usefulness of such globally recorded radar backscatter
data for estimates of surface CO2 fluxes over the global ocean as a function of time and geographic position. First respective approaches were investigated by Glover et al. (2002) based on altimetric data sets. Building
on these earlier results, here we analyze the usefulness of radar cross-section measurements as input for a
new 𝜅parameterization which intrinsically takes into account various environmental forcing mechanisms. The study is based on multipolarization scatterometer observations obtained in the C-band (5.3 GHz) at
incidence angles of 35◦, 45◦, and 55◦in the western Baltic. The resulting new 𝜅parameterization will then
be transferred and applied to global satellite-based C-band scatterometer sets to obtain new global estimates
of time-varying air-sea CO2 gas fluxes. The remaining paper is structured as follows: Section 2 describes the methodology and the experimental data
from the Western Baltic Sea. Section 3 presents a new backscatter-based CO2 flux parameterization derived
from scatterometer data. Its pilot application to the satellite scatterometer data to obtain new estimates of
global gas CO2 fluxes will be discussed in section 4, followed by concluding remarks in section 5. GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER 7975 Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 2. (a) The research platform FINO-2 on which the scatterometer antenna was mounted at a height of 25 m
above the sea surface. (b) The Multi3Scat antenna. Pictures taken by Mayk Fischer. Figure 2. (a) The research platform FINO-2 on which the scatterometer antenna was mounted at a height of 25 m
above the sea surface. (b) The Multi3Scat antenna. Pictures taken by Mayk Fischer. 2. Methodology Our study is based on C-band surface roughness measurements obtained on the German research platform
FINO-2 using a microwave scatterometer. The research platform is located in the western Baltic, 35 km
north of the Island Rügen at a water depth of 54 m (Figure 1). The experimental setup is illustrated in
Figure 2, showing in its left panel the FINO-2 tower on which the scatterometer antenna was mounted
pointing in a westward direction (Figure 2b). Several other sensors also present on the FINO-2 platform
measured wind speed and direction, air temperature, air pressure, solar radiation, atmospheric humidity,
and precipitation, at different heights from 30 to 100 m, every 10 m. Also collected near the platform were
observations of water surface temperatures, wind, and wave parameters. The sea surface temperature and
significant wave height (SWH) were measured by a buoy about 150 m away from the platform and provided
data points every 30 min. 2.1. Scatterometer Observation of Sea Surface The radar backscatter measurements were carried out as part of the German SOPARN project during
a 27-month period from 2011 to 2013 using the multifrequency and multipolarization scatterometer Table 1
Technical Specification of the Multi3Scat Instrument
Type
Doppler scatterometer
Antenna
Dual polarized parabolic antenna
Microwave bands
L
S
C
X
Ku
Frequency (GHz)
1.0
2.4
5.3
10.0
15.0
Wavelength (cm)
30.0
12.5
5.7
3.0
2.0
Gain (dBi)
14
22
28
33
35
3 dB beamwidth (◦)
22
10
4.5
2.5
1.5
35◦
83.3
13.8
2.7
0.79
0.33
Footprint (m2)
45◦
132.6
21.6
4.3
1.2
0.51
55◦
260.8
40.8
8.15
2.29
0.96 Table 1
Technical Specification of the Multi3Scat Instrument
Type
Doppler scatterometer
Antenna
Dual polarized parabolic antenna
Microwave bands
L
S
C
X
Ku
Frequency (GHz)
1.0
2.4
5.3
10.0
15.0
Wavelength (cm)
30.0
12.5
5.7
3.0
2.0
Gain (dBi)
14
22
28
33
35
3 dB beamwidth (◦)
22
10
4.5
2.5
1.5
35◦
83.3
13.8
2.7
0.79
0.33
Footprint (m2)
45◦
132.6
21.6
4.3
1.2
0.51
55◦
260.8
40.8
8.15
2.29
0.96 GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER Journal of Geophysical Research: Oceans Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 3. Time series of the data measured at the FINO-2 platform. Each point indicates a bin average representing
30 min of observations. (a) Radar backscatter at 5.3 GHz, VV polarization, and 55◦incidence angle. The black dots
correspond to backscattering at wind speed above 3 m/s; the red dots are the backscattering at wind speed below 3 m/s. (b) Wind speed over the entire measurement period with same color coding as above. (c) Water temperature measured
in blue and air temperature extrapolated to the temperature at 10 m height in red. (d) Significant wave height. Figure 3. Time series of the data measured at the FINO-2 platform. Each point indicates a bin average representing
30 min of observations. (a) Radar backscatter at 5.3 GHz, VV polarization, and 55◦incidence angle. The black dots Figure 3. Time series of the data measured at the FINO-2 platform. Each point indicates a bin average representing
30 min of observations. (a) Radar backscatter at 5.3 GHz, VV polarization, and 55◦incidence angle. The black dots
correspond to backscattering at wind speed above 3 m/s; the red dots are the backscattering at wind speed below 3 m/s. (b) Wind speed over the entire measurement period with same color coding as above. (c) Water temperature measured
in blue and air temperature extrapolated to the temperature at 10 m height in red. (d) Significant wave height. Multi3Scat of the University of Hamburg. The scatterometer instrument consists of an antenna, a microwave
unit, a control unit, a direct digital synthesizer module, and a data storage unit. The antenna was mounted
with a fixed westward looking orientation because this is the prevailing wind direction at the platform loca-
tion. The technical overview of the Multi3Scat is summarized in Table 1 (see also Kern et al., 2009, for a
helicopter-based application of the instrument). Multi3Scat of the University of Hamburg. The scatterometer instrument consists of an antenna, a microwave
unit, a control unit, a direct digital synthesizer module, and a data storage unit. The antenna was mounted
with a fixed westward looking orientation because this is the prevailing wind direction at the platform loca-
tion. The technical overview of the Multi3Scat is summarized in Table 1 (see also Kern et al., 2009, for a
helicopter-based application of the instrument). GHOBADIAN AND STAMMER 7976 Journal of Geophysical Research: Oceans Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 4. Time series of (a) hourly averaged CO2 flux from eddy covariance system (gray) and corrected flux (black),
and (b) partial pressure in the air and water surface, collected at the FINO-2 platform from November 2011 until
August 2012. Figure 4. Time series of (a) hourly averaged CO2 flux from eddy covariance system (gray) and corrected flux (black),
and (b) partial pressure in the air and water surface, collected at the FINO-2 platform from November 2011 until
August 2012. Figure 4. Time series of (a) hourly averaged CO2 flux from eddy covariance system (gray) and corrected flux (black),
and (b) partial pressure in the air and water surface, collected at the FINO-2 platform from November 2011 until
August 2012. becomes smoother (red dots in Figures 3a and 3b). These measurements were therefore eliminated from
further analysis. Shown in the remaining panels of the figure are time series of wind speed, air temperature, sea surface
temperature, and SWH. Clearly seen from the figure is a seasonal signal showing higher backscatter values
during winter time conditions and lower values during the summer, in agreement with respective modula-
tions of the wind stress. Stronger winds are present from October to February, and weaker wind are observed
from April to June. The bulk of the measurements was obtained for moderate wind speeds between 5 to
10 m/s; only occasionally were values above 20 m/s reached (cf. the top two panels). Horizontal currents (not
shown) are weak near the FINO-2 platform (about 10 cm/s), and the sea surface temperature typically varies
between 10◦and 25◦(Figure 3c). Amplitudes of SWH were typically found between 0.5 to 1.5 m (Figure 3d);
associated wave periods of about 7 to 8 s are relatively short except during strong storms. Journal of Geophysical Research: Oceans Measurements of radar backscatter were obtained at about 5 min intervals at five microwave bands L, S, C,
X, and Ku (corresponding to 1.0, 2.3, 5.3, 10.0, and 15.0 GHz, respectively), in four polarization combinations
(HH, HV, VV, and VH; the first and second letter denoting the polarization in horizontal [H] or vertical [V]
directions of the transmitted and the received signal, respectively) and with three incidence angles (35◦, 45◦,
and 55◦). In this study the analysis is limited to the multipolarization C-band data because this corresponds
in frequency to available satellite data. Because the two cross-polarized data sets are identical, only the VH
polarized signal will be analyzed. And because the platform itself has a negative influence on the wind and
thus on the surface roughness pattern, we will limit the analysis here to westward wind situations, that is,
to upwind situations. An example of the resulting C-band backscatter signal from the sea surface is shown in Figure 3a in the form
of a time series of the radar backscatter observations received with VV polarization and an incidence angle
55◦at different sea surface and weather conditions. The shown backscatter data are in agreement with pre-
vious findings (e.g., Jones & Schroeder, 1978; Keller et al., 1989; Plant et al., 1985); however, measurements
become very noisy as soon as the wind speed declines below 3 m/s for which conditions the sea surface GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER 7977 Journal of Geophysical Research: Oceans 10.1029/2019JC014982 13.8 m above the sea surface, respectively. The open-path infrared gas analyzer provided measurements
of the densities of carbon dioxide and water vapor in turbulent air structures with a resolution of 10 Hz. Based on the eddy covariance technique, these data were used in conjunction with sonic anemometer air
turbulence data to determine the fluxes of CO2 and H2O integrated over 30 min intervals. The eddy covari-
ance measurements were performed from November 2011 until August 2012, as described by Lammert and
Ament (2015). Additional water PCO2 measurements were obtained from cargo ships moving along a transect between
Helsinki in the Gulf of Finland and Lübeck/Gdynia in the southwest of the Baltic Sea (Schneider et al.,
2014). These PCO2measurements were obtained via equilibration of surface water with air and subsequent
detection of the equilibrium CO2 concentration using infrared spectroscopy as described by Schneider et al. (2014). Combined with the eddy covariance data, the ship-based measurements provided estimates of partial
pressure differences of CO2 in the air and seawater. Figure 4 shows the resulting daily averaged CO2 flux time series (top panel), together with time series of
the partial pressure differences of CO2 in the air and seawater during 2011 and 2012 (bottom panel). During
March, the surface water PCO2drops, presumably as a result of intensive primary production. The increase
from there toward summer PCO2values can be rationalized by the temperature solubility effect on PCO2in the
water. CO2 fluxes are maximum during winter time when they reach values of up to 0.15 mg·m−2·s−1 from
the atmosphere into the ocean. Because these enhanced CO2 fluxes occur in the presence of weak air-sea
PCO2difference (see bottom panel), they need to be associated with enhanced gas transfer velocities, 𝜅, result-
ing from enhanced surface wind speeds and an associated sea surface roughness. A detailed investigation
of the PCO2in the Baltic Sea can be found in Schneider et al. (2009). As can be seen from the figure, the estimates of winter CO2 fluxes are extremely noisy due to random errors
in atmospheric PCO2measurements (Lammert & Ament, 2015). To reduce this noise, we exclude all flux
data exceeding the range of one monthly standard deviation of the individual 30 min data points. Mean
and standard deviations were computed for each month individually over the observational period, thereby
accounting for the seasonal variations in the mean. 2.2. CO2 Transfer Velocity Derived From Eddy Covariance Observations Mounted on the FINO-2 platform was also an eddy covariance setup producing CO2 flux estimates
quasi-simultaneous to the Multi3Scat measurements. The setup consisted of a three-component sonic
anemometers (USA1) and an open-path infrared gas analyzer (LICOR 7500) for CO2 and H2O. These instru-
ments were operated on a 9 m long boom pointing southward from the platform at heights of 6.8 and GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER 7978 7978 Journal of Geophysical Research: Oceans Journal of Geophysical Research: Oceans The gas analyzer counts the number of CO2 molecules
in the sample air volume, it therefore determines the density of CO2 but not the mixing ratio. Moreover, the
turbulent CO2 flux determined by the eddy covariance system from the CO2 density fluctuations is affected
by fluctuations in air temperature and air pressure, as well as H2O density fluctuations. Eddy covariance flux
measurements therefore need to be corrected for density fluctuations not related to air-sea gas exchange. For this purpose, a Webb-Pearman-Leuning density correction (Webb et al., 1980) was applied to the FINO-2
eddy covariance measurements. While usually small, in some cases, the correction can be of the same order
as the turbulent flux itself; then the density correction of Webb would not be a sufficient correction for all
CO2 flux values. To test this, we compare the flux velocity of CO2 to that of heat and water vapor, as suggested
by Weiss et al. (2007). Upon this test, any CO2 flux data with flux velocities higher than 10 times the flux
velocities of heat flux measured simultaneous to the CO2 flux where eliminated. For further details, see
Lammert and Ament (2015). Based on the corrected eddy covariance flux time series also shown in Figure 4a, we can infer the underlying
gas transfer velocity, 𝜅, from the eddy covariance data using equation (1), as 𝜅=
FCO2
𝛼ΔPCO2
. (3) (3) To compare our resulting transfer velocity 𝜅with published methods, it needs to be converted into the
normalized transfer velocity, 𝜅660, as To compare our resulting transfer velocity 𝜅with published methods, it needs to be converted into the
normalized transfer velocity, 𝜅660, as 𝜅660 = 𝜅( Sc
660)−0.5. (4) (4) Here, Sc is the Schmidt number that depends on the kinematic viscosity and molecular diffusivity as pro-
posed by Wanninkhof (1992) and 660 corresponds to the CO2 Schmidt number for seawater at a temperature
of 20 ◦C. We calculated the Schmidt number for this normalization using simultaneous salinity and surface temper-
ature measurements from the Western Baltic Sea following Wanninkhof (1992) and using the coefficients GHOBADIAN AND STAMMER Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 5. CO2 transfer velocity cm/hr normalized with Sc number versus wind speed, from direct eddy covariance
measurements (red dots). The averaged values of transfer velocity over 0.5 m/s classes of wind speed are shown in
black bullets. The error bars correspond to standard deviations of each window. The curves with gray patterns describe
model results of Wanninkhof (1992) (star), Wanninkhof and McGillis (1999) (plus), Nightingale et al. (2000) (dot),
Weiss et al. (2007) (circle), and Takahashi et al. (2009) (diamond). Figure 5. CO2 transfer velocity cm/hr normalized with Sc number versus wind speed, from direct eddy covariance
measurements (red dots). The averaged values of transfer velocity over 0.5 m/s classes of wind speed are shown in
black bullets. The error bars correspond to standard deviations of each window. The curves with gray patterns describe
model results of Wanninkhof (1992) (star), Wanninkhof and McGillis (1999) (plus), Nightingale et al. (2000) (dot),
Weiss et al. (2007) (circle), and Takahashi et al. (2009) (diamond). provided there. Figure 5 shows the resulting CO2 transfer velocity 𝜅660 for the western Baltic Sea, as a func-
tion of wind speed, representing the entire 10-month period from November 2011 to August 2012. Values
reach up to 120 cm/hr for wind speed of 20 m/s. We recall, however, that 80% of these transfer velocity val-
ues were obtained at wind speeds below 10 m/s and that the interval between 100 and 300 cm/hr contains
less than 5% of the total number of data points. Nevertheless, we can compare results to those using tradi-
tional parameterizations. To this end, the data were fit to a quadratic function of wind speed, leading to a
coefficient of 0.28. (5) 𝜅660 = 0.28 · (U∕U0)2 cm∕hr. (5) Here U is the wind at 10 m elevation above sea level and U0 = 1 m/s. The correlation coefficient between
the fitted line and the original data points is 0.63; using any other exponent (e.g., linear or cubic) would lead
to a smaller correlation. The coefficient of the gas transfer parameterization of 0.28 shows close agreement
with findings from Takahashi et al. (2009) (0.26) and Wanninkhof (1992) (0.31). Overall, our fitted curve lies
between those from Takahashi et al. (2009) and Wanninkhof (1992). Here U is the wind at 10 m elevation above sea level and U0 = 1 m/s. GHOBADIAN AND STAMMER 7979 Journal of Geophysical Research: Oceans Journal of Geophysical Research: Oceans The correlation coefficient between
the fitted line and the original data points is 0.63; using any other exponent (e.g., linear or cubic) would lead
to a smaller correlation. The coefficient of the gas transfer parameterization of 0.28 shows close agreement
with findings from Takahashi et al. (2009) (0.26) and Wanninkhof (1992) (0.31). Overall, our fitted curve lies
between those from Takahashi et al. (2009) and Wanninkhof (1992). Figure 6. Time series of the CO2 transfer velocity cm/hr normalized by the Sc number from direct eddy covariance
measurements (black dots). The red curve describes the 12 hr moving mean. Figure 6. Time series of the CO2 transfer velocity cm/hr normalized by the Sc number from direct eddy covariance
measurements (black dots). The red curve describes the 12 hr moving mean. Figure 6. Time series of the CO2 transfer velocity cm/hr normalized by the Sc number from direct eddy covariance
measurements (black dots). The red curve describes the 12 hr moving mean. GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER 7980 Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 7. Upwind C-band radar backscatter from Multi3Scat observations
versus gas transfer velocity computed from the direct eddy covariance
observations, both in the Western Baltic Sea. The data are averaged over the
period from November 2011 to August 2012, providing one data point every
1 m/s wind speed. Red, green, and blue correspond VV, HH, and VH
polarization radar backscatter, respectively. The error bars represent one
standard deviation of the uncertainty. In comparison to traditional transfer velocity parameterizations (also
included in the figure), all results appear to agree mostly for wind speeds
below 10 m/s. However, differences become prominent for larger wind
speeds, especially with respect to Wanninkhof and McGillis (1999) and
Weiss et al. (2007). In an root-mean-square difference sense, our find-
ings are closest to the gas transfer velocity of Nightingale et al. (2000)
with a root-mean-square difference of 10 cm/hr and a correlation coef-
ficient of 0.89, followed by the parameterization of Wanninkhof (1992)
with nearly the same root-mean-square difference and correlation coef-
ficient. For Weiss et al. (2007) and Wanninkhof and McGillis (1999), the
root-mean-square differences reach values of about 14 and 19 cm/hr,
respectively. A time series of the transfer velocity 𝜅660 reveals its strong seasonal
variation likely results from changes in the wind-induced turbulence
(Figure 6). Journal of Geophysical Research: Oceans Enhanced 𝜅660 values occur during winter months and sub-
stantially reduced transfer velocities during summer time. In contrast, the
stress at the surface potentially is enhanced during spring due to reduced
atmospheric stability. Figure 7. Upwind C-band radar backscatter from Multi3Scat observations
versus gas transfer velocity computed from the direct eddy covariance
observations, both in the Western Baltic Sea. The data are averaged over the
period from November 2011 to August 2012, providing one data point every
1 m/s wind speed. Red, green, and blue correspond VV, HH, and VH
polarization radar backscatter, respectively. The error bars represent one
standard deviation of the uncertainty. from the direct eddy covariance
ic Sea. The data are averaged over the
2012, providing one data point every
e correspond VV, HH, and VH
vely. The error bars represent one
The seasonality in 𝜅660 suggests that a relation like equation (5) should
be derived as a function of season. In our case, such a seasonally depen-
dent relation between the gas transfer velocity and wind speed varies
the coefficient of equation (5) from 0.11 for winter and autumn and 0.42
for summer and spring, that is, by about a factor of 4; a fact that could
have a strong impact on global estimates of CO2 fluxes. We do note that
a backscatter-based parameterization would already account for such a seasonality as the backscatter is
affected by all relevant processes. 3. Backscatter-Based CO2 Flux Parameterization The goal of this paper is to derive a 𝜅660 parameterization in the form of surface radar backscatter
dependence. Shown in Figure 7 is an empirical relation between the upwind C-band radar backscatter mea-
surements and the simultaneous eddy covariance based 𝜅660 gas transfer velocity shown in Figure 6. Figure 7
shows the relations separately for VV (red), HH (green), and VH (blue) polarizations. For each polarization,
valid data pairs were binned in 1 dB intervals, and the means are plotted for each bin connected by a line
with the bin-STD superimposed as error bars. Only scatterometer data that overlap in time with the eddy
covariance observation from November 2011 to August 2012 are used in this analysis. The figure reveals the
differences in 𝜅660 dependencies on the VV, HH, and VH radar backscatter data, which can be rationalized
by the different impacts of surface processes such as Bragg scattering, wave breaking, or steep waveforms
on backscatter in each polarization. Fitting a power law to each resulting mean value leads to an empirical relationship between 𝜅660 and
the upwind backscatter for each microwave frequency band and polarization pq (i.e., VV, HH, and VH),
respectively, in the form of 𝜅= A · 𝜎B
pq. (6) (6) Table 2
Empirically Coefficients of the Scatterometer Retrieved Gas Transfer Velocity
From the Experiments by the Multi3Scat at C-Band Radar Frequency and
Different Polarizations and Their Related Statistics
𝜅= A · 𝜎B
pp
Setting
A (cm/hr)
B
RMSE (cm/hr)
r
VV
6, 516
1.1
10.05
0.90
C-band
HH
9, 332
0.9
9.70
0.91
VH
50, 234
0.9
9.29
0.92 Table 2
Empirically Coefficients of the Scatterometer Retrieved Gas Transfer Velocity
From the Experiments by the Multi3Scat at C-Band Radar Frequency and
Different Polarizations and Their Related Statistics
𝜅= A · 𝜎B
pp
Setting
A (cm/hr)
B
RMSE (cm/hr)
r
VV
6, 516
1.1
10.05
0.90
C-band
HH
9, 332
0.9
9.70
0.91
VH
50, 234
0.9
9.29
0.92 Table 2 Empirically Coefficients of the Scatterometer Retrieved Gas Transfer Velocity
From the Experiments by the Multi3Scat at C-Band Radar Frequency and
Different Polarizations and Their Related Statistics GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 8. Seasonal variation of the averaged gas transfer velocity in the Western Baltic Sea. The panel shows in red
observational gas transfer velocity, in blue and turquoise the wind-based gas transfer velocities of Nightingale et al. (2000) and Weiss et al. (2007), respectively, and in green colors the scatterometer-based gas transfer velocity. Figure 8. Seasonal variation of the averaged gas transfer velocity in the Western Baltic Sea. The panel shows in red
observational gas transfer velocity, in blue and turquoise the wind-based gas transfer velocities of Nightingale et al. (2000) and Weiss et al. (2007), respectively, and in green colors the scatterometer-based gas transfer velocity. Here 𝜎pq has logarithmic values with units of dB. The coefficient A has units of cm/hr. All respective empir-
ically determined coefficients A and B of the scatterometer-based gas transfer velocities obtained from the
Multi3Scat observations are shown in Table 2 for C-band at all polarizations. Also summarized are the
root-mean-square differences and correlation coefficients. It can be seen from the table that HH polarization
leads to better agreement as compared to VV, with smaller root-mean-square error and better correlation
coefficient r. Here 𝜎pq has logarithmic values with units of dB. The coefficient A has units of cm/hr. All respective empir-
ically determined coefficients A and B of the scatterometer-based gas transfer velocities obtained from the
Multi3Scat observations are shown in Table 2 for C-band at all polarizations. Also summarized are the
root-mean-square differences and correlation coefficients. It can be seen from the table that HH polarization
leads to better agreement as compared to VV, with smaller root-mean-square error and better correlation
coefficient r. With the results at hand, we can now summarize the seasonal cycle present in transfer velocity 𝜅660 at the
FINO-2 location. To this end, we computed the climatological monthly means from the scatterometer-based
gas transfer velocities and compared them with the monthly mean values of the transfer velocity observed
through the eddy covariance method. Results are plotted in Figure 8 and confirm that the largest gas transfer
velocity values exist during the winter season from November to January and the smallest in April and
August. We note that, except in May, the transfer velocities computed from radar backscatter data are smaller
in value than those observed. In contrast, the wind-based model of
Nightingale et al. GHOBADIAN AND STAMMER (2000) (labeled N2000 in the figure) produces smaller
values than observations in all cold months and larger values than obser-
vations in all warm months, except March. Finally, the model of Weiss
et al. (2007) (labeled W2007 in the figure) produces particularly large
overestimation at high wind speed (the light blue bars). We also note
that during the cold season, HH backscatter retrieved gas transfer veloc-
ity is better correlated with observations, while during stable atmospheric
conditions and small-scale wave breaking and surface roughness, VV
backscatter correlates better with the eddy covariance observations. Figure 9. Scatter diagram of the CO2 flux from observation in the Western
Baltic Sea against the computed flux using microwave backscatter in the
same area. The correlation between the two data sets is r = 0.83. Only a
small offset about 0.027 μmol·m−2·s−1 can be detected. Using ΔPCO2 observations shown in Figure 4 and invoking equation (1),
we computed the bulk surface CO2
fluxes associated with the
scatterometer-based 𝜅660 time series (Figure 9). A comparison of the
resulting fluxes with those obtained directly from the eddy covariance
system (also shown in the figure) reveals a tight relation between both
estimates in the range above −0.5 μmol·m−2·s−1. The spread below
results from a cutoff in eddy covariance observations due to instrumental
drifts or biases due to thermal expansion. Despite those differences for
high negative magnitudes, the correlation between the two data sets is
high (r ∼0.83). Overall, only a small offset of about 0.027 μmol·m−2·s−1
can be detected across the entire range. Figure 9. Scatter diagram of the CO2 flux from observation in the Western
Baltic Sea against the computed flux using microwave backscatter in the
same area. The correlation between the two data sets is r = 0.83. Only a
small offset about 0.027 μmol·m−2·s−1 can be detected. GHOBADIAN AND STAMMER 7982 Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 10. Seasonal variation of monthly averaged CO2 flux in the Western Baltic Sea from the direct eddy covariance
measurements (in dark gray) and the estimated flux using scatterometer data (in light gray). Figure 10. Seasonal variation of monthly averaged CO2 flux in the Western Baltic Sea from the direct eddy covariance
measurements (in dark gray) and the estimated flux using scatterometer data (in light gray). GHOBADIAN AND STAMMER As before for the transfer velocity, we can isolate the seasonal cycle also in the surface fluxes of CO2 at the
FINO-2 location (Figure 10). The figure compares the CO2 fluxes obtained from the eddy covariance system
with those computed from the scatterometer observations at C-band, VV polarization. A good agreement
between both estimates is obvious, especially during the cold season. However, during summer months, the
scatterometer-based estimates seem to overestimate the fluxes into the ocean during April and May due to
the enhanced scatterometer-based 𝜅660 during those months. During winter months, we can identify a CO2
flux at the FINO-2 location from the ocean into the atmosphere when no primary productivity takes place
in the water. In contrast, between May and August, the flux reverses when the primary productivity in the
Baltic is large. It remains unclear, however, whether the negative values during January present in both
estimates are an artifact and, if true, what could lead to such flux reversal during this month relative to the
rest of the season. 4. Global Satellite Scatterometer-Based CO2 Flux Estimates Platform-based radar backscatter measured by Multi3Scat compared to ASCAT radar backscatter from the
same time (temporal difference of less than 1 hr) and location (spatial difference of less than 0.05◦), in C-band, VV
polarization, and upwind direction. A systematic bias about 13.5 dB is obvious. angles with respect to the satellite track, which allow computing the antenna look direction. Combining
this information with wind direction from ASCAT Level 2 products, we can extract the radar backscatter
relevant for a particular azimuth angle. Azimuth angle is the horizontal angle between the wind and the
antenna beam of the scatterometer. We collected upwind and downwind direction radar backscatter for gas
transfer computation. Figure 11 shows the comparison of the backscatter magnitudes of both data sets at the FINO-2 location,
revealing similar temporal changes. To make the backscatter-based algorithm inferred from the Multi3Scat
data applicable to the ASCAT data, the algorithm was adjusted for the apparent miscalibration of the
Multi3Scat data by 13.5 dB before feeding the ASCAT data into the new gas transfer parameterization
equation (6) with the A and B parameters as specified in Table 2 for the C-band and VV polarization. Shown
in Figure 12 is a comparison of the respective gas transfer velocity
estimates, revealing only a relatively small root-mean-square difference
between both of 7.3 cm/hr and correlation coefficient of 0.81. Figure 12. The retrieved transfer velocity from platform-based
scatterometer data (Multi3Scat) versus ASCAT radar backscatter using our
new parameterization. The RMS difference between both is 7.3 cm/hr; the
correlation coefficient is r = 0.81. Encouraged by this finding, we took the next step of applying the global
ASCAT radar backscatter data to our new algorithm to produce maps
of the global gas transfer velocity. To this end, we resampled ASCAT
Global Data Service (GDS) Level 1 𝜎0 fields on a 25 km Swath Grid. The data are available every 5 days along a swath of close to 1,000 km
width. The ASCAT incidence angle ranges from 25◦to 65◦. Detailed
information about the instrument, performance, calibration, processing,
and generation of Levels 1 and 2 products of ASCAT are presented by
EUMETSAT (2004, 2005, 2009a). The satellite track azimuth angle, beam
azimuth angle, and wind direction provide an azimuth direction. There-
fore, we collected upwind and downwind direction radar backscatter for
gas transfer computation. 4. Global Satellite Scatterometer-Based CO2 Flux Estimates Ultimately, a scatterometer-based 𝜅660 parameterization should be applicable to satellite-based data sets to
infer time-varying CO2 fluxes over the global ocean. However, to be fully applicable, our parameterization
inferred at the FINO-2 location would need to be tested at various other locations of the global ocean against
in situ measurements. In the absence of such required data sets, we nevertheless test if such a step toward
global time-varying estimates from satellite scatterometer is possible at all. To this end, we use, in a pilot
setting, global space-borne vertically polarized advanced scatterometer (ASCAT) C-Band radar backscatter
data, available during 2012 from the MetOp-B satellite (see www.eumetsat.int), to provide the first global
maps of radar backscatter-based CO2 flux fields. We extracted the ASCAT data with spatial differences to the FINO-2 position of less than 0.05◦and tempo-
ral differences relative to our scatterometer measurements of less than 60 min. For comparison we use the
C-band, VV polarization, and incidence angles of 35◦, 45◦, and 55◦from both data sources. Prior to the com-
parison, the backscatter data were grouped into specific ranges of wind direction for which a FINO-2-based
algorithm exists and the Multi3Scat observations were averaged over 60 min for each incidence angle. From
ASCAT, only data in upwind directions were used. In order to extract those satellite data relevant to the
upwind direction, we combined the satellite track azimuth angle, beam azimuth angle, and wind direction. The wind direction for this purpose is computed from the Geophysical Model Function inversion which
converts the sigma naught values to wind speed and direction. The ASCAT instrument consists of two sets of three antennas. The radar beams are directed 45◦forward,
orthogonally, and 45◦backward relative to the satellite's flight direction, on both sides of the satellite ground
track. From the satellite track, we have the moving direction of the satellite. From the beam azimuth angle,
we get the antenna side (left or right). Three values of sigma naught correspond to three antennas look GHOBADIAN AND STAMMER GHOBADIAN AND STAMMER 7983 Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 11. Platform-based radar backscatter measured by Multi3Scat compared to ASCAT radar backscatter from the
same time (temporal difference of less than 1 hr) and location (spatial difference of less than 0.05◦), in C-band, VV
polarization, and upwind direction. A systematic bias about 13.5 dB is obvious. Figure 11. 4. Global Satellite Scatterometer-Based CO2 Flux Estimates The air-sea gas transfer velocity with respect to
the azimuth direction and incidence angle was then computed for each
satellite track using our new algorithm. Global maps of resulting satellite-based air-sea CO2 transfer velocity 𝜅660
estimates are shown in Figure 13 on a 4◦latitude and 5◦longitude grid,
separately for each season. The highest transfer velocities are found in
high latitudes of both hemispheres during respective winter and autumn
conditions there, while the lowest value resides on the equator because Figure 12. The retrieved transfer velocity from platform-based
scatterometer data (Multi3Scat) versus ASCAT radar backscatter using our
new parameterization. The RMS difference between both is 7.3 cm/hr; the
correlation coefficient is r = 0.81. ure 12. The retrieved transfer velocity from platform-based Figure 12. The retrieved transfer velocity from platform-based
scatterometer data (Multi3Scat) versus ASCAT radar backscatter using our
new parameterization. The RMS difference between both is 7.3 cm/hr; the
correlation coefficient is r = 0.81. GHOBADIAN AND STAMMER 7984 Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 13. Estimates of global seasonal air-sea CO2 transfer velocity derived from ASCAT satellite scatterometer using the new FINO-2-based algorithm. Shown are fields for (a) winter, (b) spring, (c) summer, and (d) fall. Figure 13. Estimates of global seasonal air-sea CO2 transfer velocity derived from ASCAT satellite scatterometer using the new FINO-2-based algorithm. Shown are fields for (a) winter, (b) spring, (c) summer, and (d) fall. of low wind speeds in this region. In autumn and winter, Northern Hemisphere midlatitudes show higher
values than the other seasons. Similar patterns were reported previously by Wanninkhof (1992) from wind
speed dependencies. of low wind speeds in this region. In autumn and winter, Northern Hemisphere midlatitudes show higher
values than the other seasons. Similar patterns were reported previously by Wanninkhof (1992) from wind
speed dependencies. In a final step, air-sea CO2 flux are calculated from equation (1) on the basis of the new transfer veloc-
ity parameterization using ASCAT radar backscatter data and monthly averaged ΔPCO2 available from
Takahashi et al. (2014). Climatological monthly mean ΔPCO2 fields compiled on a 4◦latitude and 5◦longi-
tude grid were retrieved from the LDEO database (NDP-094) at http://cdiac.ornl.gov/oceans/doc.html for Figure 14. 4. Global Satellite Scatterometer-Based CO2 Flux Estimates Estimates of global seasonal air-sea CO2 fluxes using the ASCAT scatterometer-based transfer velocity estimates shown in Figure 13 together with
monthly averaged ΔPCO2 from the LDEO database NDP-094 (http://cdiac.ornl.gov/oceans/doc.html) (Takahashi et al., 2014), after rearrangement on a 4◦
latitude and 5◦longitude grid for the Reference Year 2005. Shown are fields for (a) winter, (b) spring, (c) summer, and (d) fall. Figure 14. Estimates of global seasonal air-sea CO2 fluxes using the ASCAT scatterometer-based transfer velocity estimates shown in Figure 13 together with
monthly averaged ΔPCO2 from the LDEO database NDP-094 (http://cdiac.ornl.gov/oceans/doc.html) (Takahashi et al., 2014), after rearrangement on a 4◦
latitude and 5◦longitude grid for the Reference Year 2005. Shown are fields for (a) winter, (b) spring, (c) summer, and (d) fall. GHOBADIAN AND STAMMER 7985 Journal of Geophysical Research: Oceans 10.1029/2019JC014982 Figure 15. (left column) Time-mean of (top) air-sea CO2 transfer velocity and (bottom) air-sea CO2 flux from this study, averaged over Year 2012. The right
column shows respective difference between our results and Wanninkhof (1992). p) air-sea CO2 transfer velocity and (bottom) air-sea CO2 flux from this study, averaged over Year 2012. The right
en our results and Wanninkhof (1992). Figure 15. (left column) Time-mean of (top) air-sea CO2 transfer velocity and (bottom) air-sea CO2 flux from this study, averaged over Year 2012. The right
column shows respective difference between our results and Wanninkhof (1992). the Reference Year 2005. This is an updated version of Takahashi et al. (2009) representing non-El Niño
years using a database of about 6.5 million PCO2 data (see Takahashi et al., 2014, for details). Figure 14 shows the resulting global seasonal scatterometer derived air-sea CO2 flux fields. Positive values
indicate the direction of the flux from the ocean into atmosphere, and negative values correspond to flux into
the ocean. Compared with the wind-only parameterization, the distribution of the flux from our parameteri-
zation agrees well with the previous study of Wanninkhof (1992) for each season. The equatorial areas show Figure 16. (left column) Zonal averages of (top) air-sea CO2 transfer velocity and (bottom) air-sea CO2 flux, plotted as function of latitude for individual
seasons. In the right column, respective annual mean values of (top) air-sea CO2 transfer velocity and (bottom) air-sea CO2 flux are compared to results from
Wanninkhof (1992). The transfer velocity estimates are Schmidt number corrected. Figure 16. 5. Concluding Remarks We also
thank Stefan Kern for his support and
advice regarding the use of satellite
data. The CO2 flux data is provided by
the Institute of Meteorology, The newly derived parameterization derived in the Western Baltic was applied subsequently to global
monthly mean satellite-based ASCAT scatterometer fields to estimate seasonal and annual global maps of
air-sea transfer velocities and CO2 fluxes over the global ocean. We show that the new results agree in
their general pattern with the previous studies using wind speed parameterization. Differences between the
traditional wind-based gas transfer estimation and the new radar backscatter-gas transfer estimation were
illustrated by calculating monthly averaged gas transfer velocities. In all months, the estimated gas transfer
velocity using radar backscatter results in a very close value to observations with smaller root-mean-square
error of 9.29 cm/hr compared to the traditional wind-based gas transfer parameterizations. A comparison
reveals lower values in the backscatter-based results, especially at higher latitudes. Globally radar-based
air-sea CO2 fluxes would thereby lower by 20%. University of Hamburg, notable F. Ament and A. Lammert. B. Schneider
from the Institut für Ostseeforschung
in Warnemünde provided the partial
pressure of CO2. The meteorological
data from the FINO-2 platform and
buoy data are provided by Bundesamt
für Seeschifffahrt und Hydrographie
(BSH). Scatterometer data can be made
available on request through the
Integrated Climate Data Center (ICDC,
http://icdc.cen.uni-hamburg.de/1. html) of the Center for Earthsystem
Science and Sustainability (CEN) of
the Universität Hamburg authors are
expected to curate the above data for at
least 5 years after publication and
provide a transparent process to make
the data available to anyone upon
request. Contribution to the DFG
funded excellence cluster CliSAP of
the Universität Hamburg. Funded in
part through the BMBF-supported
SOPRAN project. The results presented are promising, but leave room for further improvements. Most of all, a dedicated
experiment is required to extend our algorithm derived for only upwind conditions to the full spectrum of
available wind directions. In that way, all satellite-based scatterometer data can be used to estimate surface
CO2 fluxes, enabling an unprecedented temporal resolution in flux data. Moreover, it needs to be investigated
to what extent the algorithm derived here is biased low by using a training data set that does not represent
high-wind conditions. Journal of Geophysical Research: Oceans 10.1029/2019JC014982 positive and higher flux than the other areas. Midlatitudes (north and south) show negative flux. Flux val-
ues are larger in high latitudes during winter and autumn as compared to the remaining seasons. However,
a detailed comparison shows that, on annual averages, our estimates are smaller than that of wind-based
parameterizations (see Figure 15). positive and higher flux than the other areas. Midlatitudes (north and south) show negative flux. Flux val-
ues are larger in high latitudes during winter and autumn as compared to the remaining seasons. However,
a detailed comparison shows that, on annual averages, our estimates are smaller than that of wind-based
parameterizations (see Figure 15). Comparing results from our study with those available from Wanninkhof (1992), we find similar spatial
variation but smaller values of air-sea CO2 transfer velocity and very close values for air-sea CO2 fluxes. The largest differences in the transfer velocity are noticed in the North Atlantic and Pacific Oceans which
becomes clear in plots of zonally averaged gas transfer velocity and fluxes shown in Figure 16. In the equa-
torial region, the seasonal distribution of both transfer velocity and flux is similar. In the North Hemisphere,
summer shows lower transfer velocity, and winter and autumn shows higher transfer velocity. Seasonal
changes of gas transfer velocity in the Northern Hemisphere are larger than in the Southern Hemisphere. In
60◦north, winter and autumn show strong transfer velocity near the north Pacific Currents. In the South-
ern Hemisphere, high seasonal variation is more around 60◦. Large values of gas flux are noticed at high
latitudes, over 60◦north and south because of the high transfer velocity in these areas. The strong air-sea CO2 flux in the middle east of Pacific Ocean in the presence of small gas transfer velocity
is the effect of large partial pressure differences in this area. In the tropical area, the ocean acts as a source
of CO2 because of upwelling. The North Pacific and Atlantic act as a sink of the gas flux. In the belt of 60◦
south, partial pressure differences control the gas flux, thereby producing high flux even though the transfer
velocity is low. This area acts as a strong source of air-sea CO2 flux. 5. Concluding Remarks The aim of this paper was to develop an algorithm by which local scatterometer data can be used to estimate
a time-varying air-sea transfer velocity 𝜅parameterization and to apply the algorithm to actual satellite data
over the global ocean. The study is based on local multifrequency and multipolarization scatterometer obser-
vations obtained in the Western Baltic. In combination with ΔPCO2 measurements obtained simultaneously
to the scatterometer data, we were able to develop such an algorithm and to use it to estimate surface CO2
fluxes. The results agree with previous results using a wind speed parameterization. However, they reveal a
seasonally varying coefficient to wind speed as would result from the effect of different environmental con-
ditions on the surface roughness and air sea transfer velocity, such as wind, short waves, wave breaking,
atmospheric stability, and near-surface turbulence. Acknowledgments
We thank an anonymous referee for a
detailed and very constructive review. We thank M. Gade, M. Fischern, K.-W. Gurgel, and T. Schlick who all were
involved in the FINO-2 measurement
campaign from which data are
evaluated here. Their technical
support during the scatterometer
measurements and data processing is
gratefully acknowledged. We also
thank Stefan Kern for his support and
advice regarding the use of satellite
data. The CO2 flux data is provided by
the Institute of Meteorology,
University of Hamburg, notable F. Ament and A. Lammert. B. Schneider
from the Institut für Ostseeforschung
in Warnemünde provided the partial
pressure of CO2. The meteorological
data from the FINO-2 platform and
buoy data are provided by Bundesamt
für Seeschifffahrt und Hydrographie
(BSH). Scatterometer data can be made
available on request through the
Integrated Climate Data Center (ICDC,
http://icdc.cen.uni-hamburg.de/1. html) of the Center for Earthsystem
Science and Sustainability (CEN) of
the Universität Hamburg authors are
expected to curate the above data for at
least 5 years after publication and
provide a transparent process to make
the data available to anyone upon
request. Contribution to the DFG
funded excellence cluster CliSAP of
the Universität Hamburg. Funded in
part through the BMBF-supported
SOPRAN project. Acknowledgments
We thank an anonymous referee for a
detailed and very constructive review. We thank M. Gade, M. Fischern, K.-W. Gurgel, and T. Schlick who all were
involved in the FINO-2 measurement
campaign from which data are
evaluated here. Their technical
support during the scatterometer
measurements and data processing is
gratefully acknowledged. Banner, M. L., & Phillips, O. (1974). On the incipient breaking of small scale waves. Journal of Fluid Mechanics, 65(04), 647–656.
Bock, E. J., Hara, T., Frew, N. M., & McGillis, W. R. (1999). Relationship between air-sea gas transfer and short wind waves. Journal of
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seasons. In the right column, respective annual mean values of (top) air-sea CO2 transfer velocity and (bottom) air-sea CO2 flux are compared to results from
Wanninkhof (1992). The transfer velocity estimates are Schmidt number corrected. GHOBADIAN AND STAMMER 7986 Journal of Geophysical Research: Oceans Acknowledgments
We thank an anonymous referee for a
detailed and very constructive review.
We thank M. Gade, M. Fischern, K.-W.
Gurgel, and T. Schlick who all were
involved in the FINO-2 measurement
campaign from which data are
evaluated here. Their technical
support during the scatterometer
measurements and data processing is
gratefully acknowledged. We also
thank Stefan Kern for his support and
advice regarding the use of satellite
data. The CO2 flux data is provided by
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Control strategies of DC-bus voltage in islanded operation of microgrid
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To cite this version: Bo Dong, Yongdong Li, Zhixue Zheng. Control strategies of DC-bus voltage in islanded operation of
microgrid. 2011 4th International Conference on Electric Utility Deregulation and Restructuring and
Power Technologies (DRPT), Jul 2011, Weihai, China. pp.1671-1674, 10.1109/DRPT.2011.5994166. hal-02496101 Distributed under a Creative Commons Attribution 4.0 International License HAL Id: hal-02496101
https://hal.univ-lorraine.fr/hal-02496101v1
Submitted on 7 Apr 2021 L’archive ouverte pluridisciplinaire HAL, est
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lished or not. The documents may come from
teaching and research institutions in France or
abroad, or from public or private research centers. Distributed under a Creative Commons Attribution 4.0 International License Control Strategies of DC-Bus Voltage in Islanded
Operation of Microgrid - the association of the local generators and local loads in
order to minimize the energy losses in the electricity transport; - the possibility of electricity and heat cogeneration in order
to increase the energy generation efficiency; - the ease of using communication means in order to
optimize the total electricity generation and to increase the
quality and the reliability of the power system[1, 2]. - the ease of using communication means in order to
optimize the total electricity generation and to increase the
quality and the reliability of the power system[1, 2]. One unit of the microgrid is established in the lab as shown
in Fig 1. It consists of a wind turbine (2KW), photovoltaic
panels (1KW), batteries (one cell is 12V, 65AH and six cells
series connected) and super-capacitor (72V, 70F). The stability
of DC- and AC-bus voltage is very important. When microgrid
is connected to the utility grid, the voltage of DC-bus voltage
(200V) is regulated by the inverter. However when the
microgrid works in islanded operation, DC-bus voltage must be
regulated by renewable energy generations and storage system. And the magnitude and frequency of AC bus are controlled by
droop character of parallel inverters[3-5]. Keywords-microgrid;
grid-connected
operation;
islanded
operation; storage system Control Strategies of DC-Bus Voltage in Islanded
Operation of Microgrid Bo Dong
Department of Electrical
Engineering
Tsinghua University
Beijing, China
dongb07@mails.tsinghua.edu.cn Zhixue Zheng
Department of Electrical
Engineering
Tsinghua University
Beijing, China
zheng-zx09@mails.tsinghua.edu.cn Yongdong Li
Department of Electrical
Engineering
Tsinghua University
Beijing, China
liyd@mail.tsinghua.edu.cn Yongdong Li
Department of Electrical
Engineering
Tsinghua University
Beijing, China
liyd@mail.tsinghua.edu.cn Microgrid is one of the solutions. The advantages of the
microgrid consist of Microgrid is one of the solutions. The advantages of the
microgrid consist of Abstract—This paper focuses on the energy management system
and stability of DC bus in both grid-connected and islanded
operations in microgrid system. The microgrid system consists of
wind turbines, photovoltaic panels, batteries and super-
capacitors, also includes both AC and DC zones. Voltage of DC
bus must be kept stable especially in islanded operation. In grid-
connected operation voltage of DC bus is controlled by inverter. Real power from renewable energy generations and storage
system can be transferred to AC zone through DC bus. In
islanded operation, inverter must be controlled to keep
magnitude and frequency of AC bus stable, so storage system is
used to regulate voltage of DC bus. Simulation results in the
paper show that voltage of DC bus can be kept steady and power
can be kept balance with the strategy in microgrid system. Abstract—This paper focuses on the energy management system
and stability of DC bus in both grid-connected and islanded
operations in microgrid system. The microgrid system consists of
wind turbines, photovoltaic panels, batteries and super-
capacitors, also includes both AC and DC zones. Voltage of DC
bus must be kept stable especially in islanded operation. In grid-
connected operation voltage of DC bus is controlled by inverter. Real power from renewable energy generations and storage
system can be transferred to AC zone through DC bus. In
islanded operation, inverter must be controlled to keep
magnitude and frequency of AC bus stable, so storage system is
used to regulate voltage of DC bus. Simulation results in the
paper show that voltage of DC bus can be kept steady and power
can be kept balance with the strategy in microgrid system. A. In Grid-Connected Operation Voltage of DC bus can be controlled by inverter in grid-
connected operation. Control strategy of inverter is shown in
Fig. 2. Real power from photovoltaic panels, wind turbine and
storage system is all delivered to DC load and AC bus through
DC bus when voltage of DC bus is stable. If the power is not
enough for the loads, microgrid will absorb power from utility
grid. If power from microgrid is more than needed, it will
transfer power to utility grid. Fig 3.Power flow in the system Fig 2.Block diagram of the controller for inverter Power difference includes high frequency and low
frequency power. Super-capacitor as a fast-dynamic storage
unit is used to absorb high frequency power, and battery as a
long-term storage unit is controlled to absorb low frequency
power for a long time. We can get power reference with the
control strategy as shown in Fig. 4 where K is a gain
determined by rating and state of charge of super-capacitor and
batteries[8]. storage
P
batt
P
sc
P
batt ref
I
−
sc ref
I
−
Fig 4.Control strategy of storage system storage
P storage
P Fig 2.Block diagram of the controller for inverter I.
INTRODUCTION (HEADING 1) More and more renewable energy generations such as wind
turbines and photovoltaic panels are integrated into grid, which
will lead grid instability because their fluctuate power. p
p
Fig 1.Hybrid DC and AC linked microgrid Fig 1.Hybrid DC and AC linked microgrid Fig 3.Power flow in the system m
U
is the modulated voltage of chopper. Fig 7.Voltage of DC bus when microgrid works from grid-connected to island Fig 7.Voltage of DC bus when microgrid works from grid-connected to island
When DC loads change in islanded operation, the
voltage of DC bus should be kept constant by storage system,
and different K will lead different response speed. From Fig. 8
and Fig. 9, we can see when DC loads changed or power from
wind turbine and photovoltaic panels was fluctuant rapidly,
the super capacitors must be release or absorb more power. According to equation (4) and linear relationship between
m
ref
I
−
and
L
ref
I
−
,
m
ref
U
−
is obtained by equation (5): (
)
m ref
in
L ref
L
U
U
PI I
I
−
−
=
+
−
(5) (5) The average modulation function of converter is obtained
by equation (6): m ref
dc
U
m
U
−
=
(6) (6) Fig 7.Voltage of DC bus when microgrid works from grid-connected to island So we can get control strategy of Bi-DC/DC converter for
voltage of DC bus from upper equations as shown in Fig. 6. In
islanded operation storage system is used to not only keep
voltage of DC bus stable but also absorb or release the power
difference between renewable energy generations and loads
with the control strategy[6, 7]. When DC loads change in islanded operation, the
voltage of DC bus should be kept constant by storage system,
and different K will lead different response speed. From Fig. 8
and Fig. 9, we can see when DC loads changed or power from
wind turbine and photovoltaic panels was fluctuant rapidly,
the super capacitors must be release or absorb more power. When DC loads change in islanded operation, the
voltage of DC bus should be kept constant by storage system,
and different K will lead different response speed. From Fig. 8
and Fig. 9, we can see when DC loads changed or power from
wind turbine and photovoltaic panels was fluctuant rapidly,
the super capacitors must be release or absorb more power. 1/Uout 1/Uout Fig 8.Voltage of DC bus (up) and current of load (down) when K=0.3 Fig 6. B. In Islanded Operation Inverter must supply real and reactive power to AC zone in
order to keep magnitude and frequency of AC bus stable in
islanded operation when there some faults happened in utility
grid. So voltage of DC bus must be regulated by Bi-DC/DC
converters which connect batteries and super-capacitor to DC
bus. Also because power from wind turbine and photovoltaic
panels is fluctuant, storage system must absorb or release the
power difference between renewable energy generations and
loads which can be calculated by equation (1). Fig 4.Control strategy of storage system Bi-DC/DC converter is a bidirectional buck-boost
converter as shown in Fig. 5. We should control PWM of T1
and T2 to make voltage of DC bus stable and absorb the
power calculated by control strategy in Fig. 4. Fig 5.Bi-DC/DC converter storage
batt
sc
wind
solar
load
P
P
P
P
P
P
=
+
=
+
−
(1) where
sto ra g e
P
is the total power of storage system
including batteries and super-capacitor. b a tt
P
and
sc
P
are
power released from battery and super-capacitor respectively. And
w in d
P
is generated by wind turbine. s o la r
P
is
generated by photovoltaic panels. lo a d
P
is power absorbed
by DC and AC loads. Power flow in the microgrid system is shown in Fig. 3. Very little power is absorbed or released by DC bus. When
voltage of DC bus is stable and power absorbed by DC bus is
zero in a whole period and real power from renewable energy
generations and storage system is all delivered to inverter
through DC bus. Fig 5.Bi-DC/DC converter Fig 5.Bi-DC/DC converter Control strategy of Bi-DC/DC converter as shown in Fig. 5 is very important to keep voltage of DC bus stable in
islanded operation. The storages exchange power with others
by the DC-capacitor: 2 dc
dc
dU
d t
C
I
=
(2) storage
m
ref
batt
m
ref
sc
m
ref
I
I
I
−
−
−
−
−
−
=
+ where (8) (2) In Fig. B. In Islanded Operation 4 we can get equation (9) and (10): batt
m
ref
storage
m
ref
I
K I
−
−
−
−
=
(9)
(1
)
I
K
I batt
m
ref
storage
m
ref
I
K I
−
−
−
−
=
(9)
(1
)
sc
m
ref
sto ra ge
m
ref
I
K
I
−
−
−
−
=
−
(10) batt
m
ref
storage
m
ref
I
K I
−
−
−
−
=
(9) where C is the equivalent capacitor, dc
U
is the voltage of DC bus, dc
U
is the voltage of DC bus, (1
)
sc
m
ref
sto ra ge
m
ref
I
K
I
−
−
−
−
=
−
(10) dc
I
is the current applied to the DC-bus capacitor. dc
I
is the current applied to the DC-bus capacitor. K is determined by rating and SOC of super-capacitor and
batteries. Also the gain will affect voltage of DC bus in
transient operation when DC loads change or power from wind
turbine and photovoltaic panels is fluctuant rapidly. The super
capacitors as fast-dynamic storage system must absorb or
release power quickly. We can make K=0.1~0.3 in transient
operation.. After transition the strategy controls K=0.7~0.9,
because the batteries store more energy. According to equation (2),
L
ref
I
−
is obtained by equation
(3): (3): (3): (
)
m
re f
d c
re f
d c
o u t
I
P I U
U
I
−
−
=
−
+
(3) For inductor L, equation (4) describes the relationship
between voltage and current: in
m
L
L dI
d t
U
U
=
−
(4) III.
SIMULATION AND EXPERIMENTAL RESULTS (4) When there are some faults happened in utility grid,
mircogrid will work in islanded operation. At the time, voltage
of DC bus is not kept by inverter. Instead, the storage system
and renewable energy generations will keep DC-bus voltage
constant with control strategies. Fig. 7 shows that when t=0.2s
microgrid system began to work in islanded operation, voltage
of DC bus can be kept stable. where L is the equivalent inductance, where L is the equivalent inductance, in
U
is the voltage of battery or super capacitor, in
U
is the voltage of battery or super capacitor, ACKNOWLEDGMENT This paper and its related research are supported by grants
from
the
Power
Electronics
Science
and
Education
Development Program of Delta Environmental & Educational
Foundation. Fig 9.Voltage of DC bus (up) and current of load (down) when K=0.7 In order to make the voltage of DC bus stable more
quickly, the equivalent inductance L can be changed smaller. In Fig 10
L
ref
I
−
is set to 10A first, when t=1s
L
ref
I
−
is
changed to 20A. And the equivalent inductance L is set 5mH
in pink line and 1mH in yellow line. m
U
is the modulated voltage of chopper. Block diagram of the controller for charging In equation (3)
m
ref
I
−
is the sum current of renewable
energy generations and storage system: m
ref
wind
m
ref
sc
m
ref
storage
m
ref
I
I
I
I
−
−
−
−
−
−
−
=
+
+
(7) Fig 8.Voltage of DC bus (up) and current of load (down) when K=0.3 3 3 Fig 9.Voltage of DC bus (up) and current of load (down) when K=0.7 IV. CONCLUSION This paper introduces the strategies of different converters
in the hybrid DC and AC bus linked microgrid. Also strategies
for grid-connected, islanded and transition operations are
described in the paper. With these strategies, the power
between microsources, storage systems, loads and utility grid
could be kept balance. In island operation, the microsources
and storage systems are used to keep the voltage of DC bus
steady and the simulation results are described. REFERENCES [1] Z. Tao, L. Peng, and B. Francois, "Power management strategies of a
DC-coupled hybrid power system in a microgrid for decentralized
generation," in Power Electronics and Applications, 2009. EPE '09. 13th
European Conference on, 2009, pp. 1-10. [1] Z. Tao, L. Peng, and B. Francois, "Power management strategies of a
DC-coupled hybrid power system in a microgrid for decentralized
generation," in Power Electronics and Applications, 2009. EPE '09. 13th
European Conference on, 2009, pp. 1-10. Fig 10a.Currents of inductance L
Fig 10b.Transient operation Fig 10a.Currents of inductance L [2] J. Zhenhua and Y. Xunwei, "Hybrid DC- and AC-Linked Microgrids:
Towards Integration of Distributed Energy Resources," in Energy 2030
Conference, 2008. IEEE, 2008, pp. 1-8. [3] K. De Brabandere, B. Bolsens, J. Van den Keybus, A. Woyte, J. Driesen, R. Belmans, and K. U. Leuven, "A voltage and frequency
droop control method for parallel inverters," in Power Electronics
Specialists Conference, 2004. PESC 04. 2004 IEEE 35th Annual, 2004,
pp. 2501-2507 Vol.4 [4] R. H. Lasseter, “MicroGrids,” in Proc. IEEE Power Eng. Winter
Meeting, New York, Jan. 2002. [5] P. Piagi and R. H. Lasseter, “Autonomous control of microgrids,” in
Proc. IEEE Power Eng. Soc. Meeting, Montreal, Canada, Jun. 2006. [Online]. Available: http://certs.lbl.gov/CERTS_P_DER.html. Fig 10a.Currents of inductance L [6] H. Nikkhajoei and R. H. Lasseter, "Distributed Generation Interface to
the CERTS Microgrid," Power Delivery, IEEE Transactions on, vol. 24,
pp. 1598-1608, 2009. [7] G. Fang and M. R. Iravani, "A Control Strategy for a Distributed
Generation Unit in Grid-Connected and Autonomous Modes of
Operation," Power Delivery, IEEE Transactions on, vol. 23, pp. 850-
859, 2008. [8] Haihua Zhou, Bhattacharya, “Composite energy storage system with
flexible energy management capability for micro-grid applications”,
Energy Conversion Congress and Exposition, 2010, pp. 2558-2563. Fig 10b.Transient operation Fig 10b.Transient operation 4
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https://openalex.org/W3000709529
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https://zenodo.org/record/5519425/files/fpls-10-01651.pdf
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English
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Mediterranean Long Shelf-Life Landraces: An Untapped Genetic Resource for Tomato Improvement
|
Frontiers in plant science
| 2,020
|
cc-by
| 19,656
|
HYPOTHESIS AND THEORY
published: 10 January 2020
doi: 10.3389/fpls.2019.01651 Mediterranean Long Shelf-Life
Landraces: An Untapped Genetic
Resource for Tomato Improvement
Miquel À. Conesa 1*, Mateu Fullana-Pericàs 1, Antonio Granell 2 and Jeroni Galmés 1
1 Department Biologia-INAGEA, Universitat de les Illes Balears, Balearic Islands, Spain, 2 Instituto de Biología Molecular y
Celular de Plantas, CSIC-UPV, Valencia, Spain The Mediterranean long shelf-life (LSL) tomatoes are a group of landraces with a fruit
remaining sound up to 6–12 months after harvest. Most have been selected under semi-
arid Mediterranean summer conditions with poor irrigation or rain-fed and thus, are
drought tolerant. Besides the convergence in the latter traits, local selection criteria have
been very variable, leading to a wide variation in fruit morphology and quality traits. The
different soil characteristics and agricultural management techniques across the
Mediterranean denote also a wide range of plant adaptive traits to different conditions. Despite the notorious traits for fruit quality and environment adaptation, the LSL landraces
have been poorly exploited in tomato breeding programs, which rely basically on wild
tomato species. In this review, we describe most of the information currently available for
Mediterranean LSL landraces in order to highlight the importance of this genetic resource. We focus on the origin and diversity, the main selective traits, and the determinants of the
extended fruit shelf-life and the drought tolerance. Altogether, the Mediterranean LSL
landraces are a very valuable heritage to be revalued, since constitutes an alternative
source to improve fruit quality and shelf-life in tomato, and to breed for more resilient
cultivars under the predicted climate change conditions. Edited by: Edited by:
Conxita Royo,
Institute of Agrifood Research and
Technology (IRTA), Spain
Reviewed by:
Brian Farneti,
Fondazione Edmund Mach, Italy
Antonio Ferrante,
University of Milan, Italy
*Correspondence:
Miquel À. Conesa
ma.conesa@uib.es Edited by:
Conxita Royo,
Institute of Agrifood Research and
Technology (IRTA), Spain Reviewed by:
Brian Farneti,
Fondazione Edmund Mach, Italy
Antonio Ferrante,
University of Milan, Italy *Correspondence:
Miquel À. Conesa
ma.conesa@uib.es Specialty section:
This article was submitted to
Crop and Product Physiology,
a section of the journal
Frontiers in Plant Science Specialty section:
This article was submitted to
Crop and Product Physiology,
a section of the journal
Frontiers in Plant Science
Received: 20 July 2019
Accepted: 22 November 2019
Published: 10 January 2020 Keywords: drought tolerance, extended fruit shelf-life, fruit quality traits, gas exchange, Mediterranean landraces,
tomato, yield INTRODUCTION The Mediterranean “long shelf-life” (LSL) or “long storage” tomatoes (Solanum lycopersicum L.) are
a group of landraces that converge in three characteristic traits. First, the LSL fruit phenotype,
allowing tomato fruits to remain sound, without symptoms of wrinkling or deterioration, for up to
6-12 months after harvest (e.g., Casals et al., 2011; Bota et al., 2014; Manzo et al., 2018; Tranchida-
Lombardo et al., 2018a). In contrast with the commercial practice for most tomato cultivars, LSL
fruits are harvested fully ripen on the vine, needing neither postharvest ripening nor cold
temperature storage, which maximizes fruit quality. Second, landraces are drought tolerant as a
result of typical open field cultivation under semi-arid Mediterranean summer conditions, meaning
that plants are irrigated only during first stages after transplantation and rely on occasional rain-fed
afterwards. This has been an unconscious selection (Zohary, 2004; Meyer et al., 2012) imposed by
local conditions and the efforts of local farmers to cultivate tomato during last centuries in the Received: 20 July 2019
Accepted: 22 November 2019
Published: 10 January 2020 Diversity and Distribution of the
Mediterranean LSL Landraces Noteworthy, the largest array of LSL landraces exists in the
Eastern Iberian Peninsula, the Balearic Islands, southern Italy
and Sicily; all these regions forming part of the Crown of Aragón
from the end of 13th to early 18th centuries (Bisson, 1986). This
could have been a factor promoting the expansion of particular
landraces, cultural practices and tomato uses across the kingdom,
and was suggested as a reason explaining the lack of country-
specific population structure when comparing non-LSL
traditional accessions from Spain and Italy (García-Martínez
et al., 2013). In the following, we summarize the occurrence of
Mediterranean LSL landraces for which information exists in
literature. Those landraces have been compiled in Table 1. In this study, we review most of the available information
characterizing the Mediterranean LSL landraces, to focus on the
origin, distribution and diversity, the underlying causes of the
extended shelf-life, drought tolerance and variation in fruit
morphology and quality traits, and the potentiality of this
important genetic resource for future tomato improvement. Apart of a reservoir of useful alleles, Mediterranean LSL
landraces also represent a fascinating treasure of culture and
heritage, stories and possibilities of ancient tomato cultivation in
the Mediterranean area. The ‘de Ramellet’ tomato from the Balearic Islands is a
landrace, or population of landraces (Zeven, 1998; Camacho-
Villa et al., 2005) consisting of diverse inbreeding lines
maintained in family orchards, small farms and cooperatives,
used for self-consumption and sold in small markets, cultivated
following traditional management practices, and with seed being
self-stored and maintained within families over decades. This
selection and seed storage system, and the lack of a single
morphological type preferred by the Balearic people, resulted
in an enormous heterogeneity in fruit morphology and size due
to variable preferences among growers (Figure 1), as
documented through a prospection for variation across the
Balearic Islands (Conesa et al., 2010; Ochogavía et al., 2011;
Bota et al., 2014). Results denoted that some growers maintain
different landraces based on the particular fruit properties and
uses they consider interesting, e.g., a flat-fruit landrace for fresh
consumption (rubbed on bread), and an elongated-fruit landrace
for cooking and canning after pre-cooking, which is another
factor boosting variation within this landrace. Balearics recognize
‘de Ramellet’ as a particularly acid tomato, unsuitable to
consume in salad. It is used for cooking, but the most
generalized use is to rub on bread. Diversity and Distribution of the
Mediterranean LSL Landraces In this regard, consumers
appreciate that the skin, which is thick and hard, remains
completely free of pericarp after spreading, which is
uncommon in diverse Iberian Peninsula LSL landraces, and
especially in commercialized ‘de Ramellet’-like F1 hybrids. Some landraces have proven to be tolerant to pests (Ximénez-
Embún et al., 2018). Citation: Conesa MÀ, Fullana-Pericàs M,
Granell A and Galmés J (2020)
Mediterranean Long Shelf-Life
Landraces: An Untapped Genetic
Resource for Tomato Improvement. Front. Plant Sci. 10:1651. doi: 10.3389/fpls.2019.01651 January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org LSL Landraces for Tomato Improvement Conesa et al. Mediterranean basin (e.g., Pernice et al., 2010; Galmés et al.,
2011; Galmés et al., 2013; Mercati et al., 2015; Patanè et al., 2016;
Siracusa et al., 2018). Besides the convergence in extended shelf-
life and drought tolerance, the third defining trait is the huge
variation in fruit morphology and quality traits, plant habit and
agronomic performance within and among landraces
(Ochogavía et al., 2011; Bota et al., 2014). This trait responds
to different selection criteria across regions, including tomato
cultivation practices, soil characteristics, cultural practices,
culinary uses and preferences in local populations (Zeven,
1998; Camacho-Villa et al., 2005). shelf-life of fruits has been a determining selection factor, together
with plant drought tolerance. Consequently, traits characterizing
most non-LSL landraces, like fruit shape, size and color, are usually
very variable in the Mediterranean LSL landraces. Frontiers in Plant Science | www.frontiersin.org ORIGIN, DIVERSITY AND DISTRIBUTION
OF THE LSL LANDRACES The published names are indicated, together with some general details for
common shelf-life (d. are days and m. are months) and fruit size and shape as described in the literature. TABLE 1 | Mediterranean long shelf-life (LSL) landraces ordinated by regions of origin. The published names are indicated, together with some general details for
common shelf-life (d. are days and m. are months) and fruit size and shape as described in the literature. Landrace
Region
Shelf-life
Fruit size
Fruit shape
References
de Ramellet
Balearic Islands
6–12 m.; 49% fruits after
6 m. 47–57 g (see
Tables 3 and 4)
round-slightly flat (but see
Figure 1)
1–6
de Penjar
Catalonia/Valencian
Comm. 127 d. (78–139 d.)
38–86 g (25–121 g)
round (but variable)
7,8
Vesuviano (Piennolo Vesuviano;
Pomodorino del Piennolo del Vesuvio)
Campania–Vesuvius
area
50% fruits after 6 m. 20–35 g
oval; apex
9–16
ecotype Fiaschella
Campania–Vesuvius
area
11,13,14
ecotype Lampadina
Campania–Vesuvius
area
11,13,14
ecotype Patanara
Campania–Vesuvius
area
11,13,14
ecotype Re Umberto
Campania–Vesuvius
area
11,13,14
Acampora
Campania–Vesuvius
area
16
Lucariello
Campania–Vesuvius
area
5–10 m.; (56% fruits
after 60 d.)
heart-shape; apex
17,16,18
Pomodoro di Ercolano
Campania–Vesuvius
area
ca. 26 g
15,16
Piennolo Giallo
Campania–Napoli–
Visciano
16
Giallo Beneventano
Campania–Benevento
(very long)
17,16
Castel di Sasso
Campania–Caserta
16
Seccagno 1
Campania–Avellino
16
Corbarino (Pomodorino di Corbara)
Campania–Salerno
37% fruits after 60 d. 15–21 g; > 21 g
round/oval-pear/elongate;
variable apex
19,13,20
Nocerino
Campania–Salerno–
Nocera
12–21 g
round/oval-pear/elongate;
variable apex
19,9,16
Casarbore
Campania
16
Crovarese (Corbarino type)
Campania
(commercial)
(long)
17,21,16,18
Principe Borghese
Campania
(commercial)
15–18 g
round/oval/elongate; apex
19,22,23,9,11,
24,13,14,15,16
Regina
Apulia
22 g
9,10,25,16
ecotype di Fasano
Apulia –Fasano
22 g
25
ecotype di Monopoli
Apulia –Monopoli
22 g
25
ecotype di Ostuni
Apulia –Ostuni
22 g
9,10,25,16
Locale di Altamura
Apulia –Bari
ca. 22 g
15,16
Pummidora Scimona (Pomodoro da Serbo
Giallo)
Apulia–Grecìa
26
Locale di Arnesano
Apulia –Lecce
ca. 39 g
15,16
Giallo di Pitigliano
Tuscany
(several months)
27
Perina a Punta della Valtiberina
Tuscany
(up to next spring)
(link in 27)
Rosso di Pitigliano (da Serbo Rosso)
Tuscany
27
Tondino Liscio da Serbo Toscano (Liscio
da Serbo; Pomodorino da Appendere;
Tondino Maremmano)
Tuscany
(for winter)
27
Buttigghieddu d'appenniri
Sicily–Agrigento
ca. 17 g
9,10,15,16
Kachi di Sciacca
Sicily–Agrigento
ca. 31 g
15,16
Linosa
Sicily–Agrigento
9,10,16
Mezzocachi di Montallegro
Sicily–Agrigento
ca. 37 g
15,16
Piriddu (Piruddu)
Sicily–Agrigento–
Siculana
9,10,16
Pizzottello di Montallegro
Sicily–Agrigento
18–21 g (ca. ORIGIN, DIVERSITY AND DISTRIBUTION
OF THE LSL LANDRACES After its introduction in Europe by the 16th century, the tomato
suffered a rapid diversification (Sims, 1980; Ruiz et al., 2005;
Rodriguez et al., 2011). Tomato was initially used as ornamental,
what probably promoted increased variation in traits like fruit
colour and shape. This is evidenced in pictograms from the
second half of the 16th century, frequently representing chimeric
plants mirroring the existing diversity (e.g., Fuchs, ca. 1550;
Matthiolus, 1586; see Daunay et al., 2007, and Peralta et al.,
2008). Diversification was particularly important in the
Mediterranean basin, which is considered a secondary centre
of diversity of the species (Esquinas-Alcázar and Nuez, 1995;
Cebolla-Cornejo et al., 2007; Mazzucato et al., 2008; Terzopoulos
and Bebeli, 2010; García-Martínez et al., 2013). Despite the exact
introduction of tomato in the Mediterranean basin is unknown,
in the Balearic Islands several paintings dated ca. 1630–1650
show leaves and fruits similar to the ‘de Ramellet’ landrace (Sa
Nostra, 1994), denoting that selection for this typical landrace
could extend back for four centuries in this region. Genetic studies in tomato suggest notoriously different
selection related to geographic differences and regional
preferences (Sim et al., 2011; Sim et al., 2012; Blanca et al.,
2015). Accordingly, selection for fruit colour, size and shape
varied depending on the region which, together with low levels of
out-crossing typical in tomato crop, led to a large number of
family- or local-inherited varieties (Watson, 1996; Zeven, 1998),
and the maintenance of very local landraces associated to
regional uses and culture in the Mediterranean basin. The ‘de Penjar’ tomato from Catalonia and Valencia has
similar fruit morphology and cultivation practices than ‘de
Ramellet’ (Casals et al., 2011). The close vicinity and historical
and cultural links with the Balearic Islands presupposed a close
relationship between both landraces, although morphological
and physiological variation in ‘de Ramellet’ seems to be wider
(Bota et al., 2014; Fullana-Pericàs et al., 2017; Fullana-Pericàs
et al., 2019) and genetic variation denotes particular identity for
the Balearic accessions (A. Granell, unpubl.). Yield and fruit size have been in general the main drivers for
tomato selection (Bai and Lindhout, 2007; Rodriguez et al., 2011;
Lin et al., 2014). Instead, in the Mediterranean basin, the extended January 2020 | Volume 10 | Article 1651 2 LSL Landraces for Tomato Improvement Conesa et al. TABLE 1 | Mediterranean long shelf-life (LSL) landraces ordinated by regions of origin. ORIGIN, DIVERSITY AND DISTRIBUTION
OF THE LSL LANDRACES 27 g)
round; apex
22,23,24,30,15,16
Pizzutello di Licata
Sicily–Agrigento
ca. 21 g
15,16
Pizzutello di Montallegro
Sicily–Agrigento
ca. 27 g
15,16
Pizzutello di Sciacca
Sicily–Agrigento
< 12 g
elongate; apex
22,24,28,15,16
San Andrea (di Lampedusa)
Sicily–Agrigento
9,16
Albicocca di Lipari
Sicily–Messina
ca. 33 g
29
Locale di Basicò Giallo
Sicily Messina
18 21 g (ca 27 g)
round; apex
22 24 15 16 January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 3 LSL Landraces for Tomato Improvement Conesa et al. TABLE 1 | Continued
Landrace
Region
Shelf-life
Fruit size
Fruit shape
References
Locale di Filicudi
Sicily–Messina
12–15 g (ca. 20 g)
round
22,23,24,30,15,16
Locale di Pollara (Locale di Salina 9)
Sicily–Messina
< 12 g (11–21 g)
round
22,24,15,16
Locale di Salina 1
Sicily–Messina
ca. 21 g
15,16
Locale di Salina 2
Sicily–Messina
15–18 g
round; apex
22,24,15,16
Locale di Salina 3
Sicily–Messina
ca. 42 g
15,16
Locale di Salina 4
Sicily–Messina
ca. 24 g
15,16
Locale di Salina 5
Sicily–Messina
ca. 48 g
15,16
Locale di Salina 6
Sicily–Messina
12–15 g
round
22,24,12,28,15,16
Locale di Salina 10
Sicily–Messina
ca. 26 g
15,16
Locale di Vulcano
Sicily–Messina
ca. 17 g
15,16
Mazzarrà San Andrea
Sicily–Messina
ca. 23 g
15,16
Ruccaloru
Sicily–Messina –
S.Pierniceto
12–15 g (ca. 25 g)
elongate
22,24,15,16
Poma
Sicily–Palermo–Cefalù
9,16
Albicocca di Favignana
Sicily–Trapani–Egadi Is. ca. 25 g
29
Locale di Custonaci
Sicily–Trapani
18–21 g (ca. 28 g)
round; apex
22,24,15,16
Paceco
Sicily–Trapani
9
Patataro
Sicily–Trapani–Marsala
9,10,16
Pizzutello d'Inverno
Sicily–Trapani–Marsala
9,10,16
Pizzutello di Nubia
Sicily–Trapani
9,10,16
Pizzutello di Paceco
Sicily–Trapani
10,16
Sinacori
Sicily–Trapani–Paceco
9,10,16
Giallo Piccolo a Punta
Sicily
ca. 31 g
29
Landrace Siciliana
Sicily
(long)
17
Percopara
Sicily
ca. 41 g
29
Pizzutello (di Stagnone)? Sicily–Trapani
ca. 25 g
29
Rosso
Sicily
ca. ORIGIN, DIVERSITY AND DISTRIBUTION
OF THE LSL LANDRACES 24 g
29
Stella
Sicily(Palermo)
9,10
The references for the information are indicated: 1-Galmés et al., 2011; 2-Ochogavía et al., 2011; 3-Galmés et al., 2013; 4-Bota et al., 2014; 5-Fullana-Pericàs et al., 2017; 6-Fullana-
Pericàs et al., 2019; 7-Casals et al., 2012; 8-Figàs et al., 2015; 9-Mercati et al., 2015; 10-Abenavoli et al., 2016; 11-Fattore et al., 2016; 12-Guida et al., 2017; 13-Sacco et al., 2017; 14-
Manzo et al., 2018; 15-Siracusa et al., 2018; 16-Tranchida-Lombardo et al., 2018b; 17-Landi et al., 2017; 18-Tranchida-Lombardo et al., 2018a; 19-Andreakis et al., 2004; 20-Pernice
et al., 2010; 21-Tamburino et al., 2017; 22-Siracusa et al., 2012; 23-Siracusa et al., 2013; 24-Patanè et al., 2016; 25-Renna et al., 2018; 26-Laghetti et al., 2008; 27-Berni et al., 2018; 28-
Giorio et al., 2018; 29-Barbagallo et al., 2008; 30-Patanè et al., 2017. The references for the information are indicated: 1-Galmés et al., 2011; 2-Ochogavía et al., 2011; 3-Galmés et al., 2013; 4-Bota et al., 2014; 5-Fullana-Pericàs et al., 2017; 6-Fullana-
Pericàs et al., 2019; 7-Casals et al., 2012; 8-Figàs et al., 2015; 9-Mercati et al., 2015; 10-Abenavoli et al., 2016; 11-Fattore et al., 2016; 12-Guida et al., 2017; 13-Sacco et al., 2017; 14-
Manzo et al., 2018; 15-Siracusa et al., 2018; 16-Tranchida-Lombardo et al., 2018b; 17-Landi et al., 2017; 18-Tranchida-Lombardo et al., 2018a; 19-Andreakis et al., 2004; 20-Pernice
et al., 2010; 21-Tamburino et al., 2017; 22-Siracusa et al., 2012; 23-Siracusa et al., 2013; 24-Patanè et al., 2016; 25-Renna et al., 2018; 26-Laghetti et al., 2008; 27-Berni et al., 2018; 28-
Giorio et al., 2018; 29-Barbagallo et al., 2008; 30-Patanè et al., 2017. under names like ‘Pizzutello’ and ‘Locale’ followed by the name
of the region of provenance (Table 1). Those are in general
cultivated in very small family orchards, mostly for self-
consumption (Sacco et al., 2017). This results in relatively low
productive landraces as compared to commercial cultivars
(Siracusa et al., 2013). Fruits are small, in many cases below 25
g. Fruit shape is variable, from round to elongated or pear-
shaped, frequently with a prominent stylar end tip, which is
variable or absent across landraces (Table 1). Despite the
extended shelf-life might have been the primary selection
criteria, most have high to very high sugar content (Table 2),
denoting that this has also been an important selective trait. The references for the information are indicated: 1-Galmés et al., 2011; 2-Ochogavía et al., 2011; 3-Galmés et al., 2013; 4-Bota et al., 2014; 5-Fullana-Pericàs et al., 2017; 6-Fullana-
Pericàs et al., 2019; 7-Casals et al., 2012; 8-Figàs et al., 2015; 9-Mercati et al., 2015; 10-Abenavoli et al., 2016; 11-Fattore et al., 2016; 12-Guida et al., 2017; 13-Sacco et al., 2017; 14-
Manzo et al., 2018; 15-Siracusa et al., 2018; 16-Tranchida-Lombardo et al., 2018b; 17-Landi et al., 2017; 18-Tranchida-Lombardo et al., 2018a; 19-Andreakis et al., 2004; 20-Pernice
et al., 2010; 21-Tamburino et al., 2017; 22-Siracusa et al., 2012; 23-Siracusa et al., 2013; 24-Patanè et al., 2016; 25-Renna et al., 2018; 26-Laghetti et al., 2008; 27-Berni et al., 2018; 28-
Giorio et al., 2018; 29-Barbagallo et al., 2008; 30-Patanè et al., 2017. Selection for the LSL Fruit Phenotype A clear indication that extended shelf-life was the main selective
trait is indeed the local name of these landraces. Thus, names for
‘de Ramellet,’ ‘de Penjar,’ ‘Alcobaça’ in the Balearic Islands and
Iberian Peninsula, and ‘da Serbo,’ ‘da Appendere,’ ‘del Piennolo,’
‘d'Inverno,’ etc. in Italian landraces, all refer to the use of
tomatoes for long-term-over-winter-storage, disposed in
bunches, or to be hung (e.g., Casals et al., 2011; Bota et al.,
2014; Mercati et al., 2015; Manzo et al., 2018). The ‘Regina’ tomato includes diverse drought-adapted LSL
landraces in Puglia, with average shelf-life of ca. 6 months
(Renna et al., 2018). Also, some LSL landraces in Tuscany are
‘Tondino Liscio da Serbo Toscano,’ ‘Giallo di Pitigliano,’ ‘Rosso
di Pitigliano,’ and ‘Perina a Punta della Valtiberina’ (Berni et al.,
2018), from which little has been published. This might be
extensible to further regions in Italy. In the Balearic Islands, the ‘de Ramellet’ name (‘small-bunch’
in Catalan) may refer to the fruit bunch in the plant, or perhaps to
the strings anciently produced to store fruits. Thus, an ancient
practice still performed to date consists in sewing the tomato
pedicels to a main rope, threading fruit strings of variable length,
anciently hung on the roof beams in ventilated sheds (Figure 2). This was industrialized ca. 1930 in Banyalbufar, a village of
Mallorca that build up an industry and exported ‘de Ramellet’
mainly to Catalonia (Fairchild, 1927). This could be an important
route for genetic material exchange between Mallorca and
Catalonia. In fact, the ‘de Penjar’ tomatoes from Catalonia and
Valencia are stored in very similar bunches, also sewing the
pedicels to a main rope (Figure 2). It is worth mentioning that
other traditional ways to preserve ‘de Ramellet’ exist in the
Balearic Islands, like hanging tomatoes in very densely
branched olive tree woods through the fruit bunch stems
(Figure 2), or disposing individual fruits onto hurdle to
ensure ventilation. LSL landraces might also be found in other Mediterranean
regions, but little information has been reported to our knowledge. For example, landraces in Greece have been tested for genetic,
morphological and agronomic traits (Terzopoulos and Bebeli,
2008; Terzopoulos et al., 2009; Terzopoulos and Bebeli, 2010;
Koutsika-Sotiriou et al., 2016), showing that local selection
favoured plant morphology and fruit shape and flavour over
shelf-life (Terzopoulos and Bebeli, 2010), which would hinder for
the existence of LSL landraces. ORIGIN, DIVERSITY AND DISTRIBUTION
OF THE LSL LANDRACES Drought tolerance is common in Sicilian landraces because
anciently, but still today, have been cultivated under rain-fed
conditions. To some extent, this also responds to the increased
fruit quality obtained under such conditions (e.g., Siracusa et al.,
2012; Siracusa et al., 2013; Sacco et al., 2017). Various ‘de Ramellet’-like and ‘de Penjar’-like F1 hybrids are
widely produced by professional growers, and some seed
companies produce different ‘de Ramellet’-like and ‘de Penjar’-
like varieties improved with biotic tolerances and uniform color. The original landrace material for such breeding is in many cases
uncertain and product traceability suggests that in some cases the
same F1 hybrid is sold either as ‘de Penjar’ or ‘de Ramellet’
depending on the market (i.e., Catalonia-Valencia or Balearic
Islands, respectively). LSL accessions similar to ‘de Ramellet’ and ‘de Penjar,’ with
poorly defined and little extended use, and mainly of unknown
origin, are found in most part of the Mediterranean coast of the
Iberian Peninsula, and also inland regions like Andalusia and
Cáceres (R. Fernández-Muñoz, pers. comm.). The latter location
is only ca. 250 km away from Alcobaça in Portugal, location from
which the ‘Alcobaça’ landrace was described (Almeida, 1961;
Kopeliovitch et al., 1980). This could indicate that LSL landraces
anciently existed in the Iberian Peninsula aside the
Mediterranean coast. Most LSL accessions occurring outside
Catalan-speaking regions are recognized as ‘Alcobaça,’ textually
meaning ‘de Penjar’ (“for hanging”) in Spanish. In fact, some
commercial tomatoes are recognized as ‘Alcobaça’ also in Algeria
(Maamar et al., 2015). Diverse landraces from mount Vesuvio region in Campania
are grouped into the ‘Vesuviano’ landrace, which is cultivated
since the end of the 19th century (Ercolano et al., 2014). Nevertheless, different ecotypes are also recognized, like
‘Fiaschella,’ ‘Lampadina,’ ‘Patanara,’ ‘Re Umberto’ and
‘Principe Borghese’ (Table 1), all included in the Protected
Designation of Origin regulation (PDO) ‘Pomodorino del
Piennolo del Vesuvio.’ Tomatoes under this PDO may have a Attending to literature, Sicily is by far the richest Italian
region for LSL landraces, with outstanding groups of landraces January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 4 LSL Landraces for Tomato Improvement Conesa et al. ORIGIN, DIVERSITY AND DISTRIBUTION
OF THE LSL LANDRACES FIGURE 1 | Morphological variation in fruit size and shape in the Balearic LSL landrace ‘de Ramellet.’ Left: ‘de Ramellet’ fruit (blue dots) as compared to diverse
tomatoes with variable size and shape, based on the first two Principle Components (73% of total variation explained) resulting from morphological data collected
from transverse sections with Tomato Analyzer (Brewer et al., 2006). Each accession is represented by an average of all scanned fruits. Representative fruits are
shown along the plot. PC1 and PC2 mainly explain fruit size and fruit elongation, respectively. Modified from Conesa et al. (2010). Right: Variation found in a
prospection across the Balearic Islands to create the UIB-collection. Modified from Ochogavía et al. (2011). FIGURE 1 | Morphological variation in fruit size and shape in the Balearic LSL landrace ‘de Ramellet.’ Left: ‘de Ramellet’ fruit (blue dots) as compared to diverse
tomatoes with variable size and shape, based on the first two Principle Components (73% of total variation explained) resulting from morphological data collected
from transverse sections with Tomato Analyzer (Brewer et al., 2006). Each accession is represented by an average of all scanned fruits. Representative fruits are
shown along the plot. PC1 and PC2 mainly explain fruit size and fruit elongation, respectively. Modified from Conesa et al. (2010). Right: Variation found in a
prospection across the Balearic Islands to create the UIB-collection. Modified from Ochogavía et al. (2011). THE EXTENDED SHELF-LIFE IN
MEDITERRANEAN LSL LANDRACES minimum of 6.5 °Brix, which denotes that sugar content has been
an important selective trait (Manzo et al., 2018). Some other renowned LSL landraces in Campania are
‘Lucariello,’ which is a ‘Vesuviano’-like tomato with shelf-life
of 5–10 months (Tranchida-Lombardo et al., 2018a), and
‘Corbarino.’ The latter is used either fresh, canned or to store
hung, with notorious diversity in fruit shape among landraces
(Table 1). Most ‘Corbarino’ landraces are very vigorous,
outperforming commercial F1 hybrids in yield and quality
traits (Andreakis et al., 2004; Sinesio et al., 2007; Lisanti et al.,
2008), and are particularly drought tolerant (Pernice et al., 2010). Frontiers in Plant Science | www.frontiersin.org Selection for the LSL Fruit Phenotype Fruit quality traits measured at harvest time unless months (m.) or days (d) indicated in brackets. is shown after the average in brackets. Fruit quality traits measured at harvest time unless months (m.) or days (d) indicated in brackets. Landrace
Region
Cultivation
Yield
(kg pl−1)
Fruit
num. Fruit
weight
(g)
°Brix
Titratable ac. (g citric ac. 100g−1)
pH
Firmness
Refs. Ramellet (n = 6)
Balearic Islands
OF–WW; WD
(20%PET)
4.1; 1.3*
76;
60*
57; 23*
1,2
Ramellet (n = 158)
Balearic Islands
OF–WW
1.3 (0.1–
2.8)
29 (4–
75)
47 (9–
164)
5.9(0d)–
(170d)5.1*
1.48(0d)–(170d)
0.71*
3.85(0d)–
(170d)4.49*
1.14(0d)–
(170d)1.56*
3,4
Ramellet (n = 48)
Balearic Islands
OF–WW; WD
(40%PET)
2.6; 2.1*
89;
74*
30; 28
4.8; 5.7
1.09; 1.15*
4.25; 4.31*
5
Ramellet (n = 4)
Balearic Islands
OF; GH
4.2; 2.8
105; 76
6.1; 5.9
0.58; 0.53
4.15; 4.14
53.1; 50.2
6
Penjar (n = 4)
Catalonia/Val. Comm. OF–WW
3.0 (1.7–
3.1)
67 (31–
116)
5.3 (4.8–
6.6)
7
Penjar (n = 27)
Cat./Val
Comm./Bal. Is. OF–WW
2.9 (1.6–
4.3)
64 (25–
121)
6.9 (5.0–
9.5)
8
Penjar (n = 2agro;
n = 5qualit)
Valencian
Comm. OF–WW
2.5 (0.3–
6.5)
200
(183–
217)
4.7 (4.1–
5.4)
0.56 (0.39–0.78)
4.3 (4.1–
4.5)
9
Penjar (n = 3)
Valencian
Comm. WW–OF; GH
3.7; 2.4
70; 51
6.6; 7.2
0.42; 0.45
4.37; 4.33
60.9; 45.3
6
Penjar (n = 12)
Valencian
Comm. OF–WW
(36–86)
6.6 (4.1–
8.7)
0.54 (0.35–0.81)
4.25 (3.98–
4.45)
10
PenjarVAL (n = 6)
Valencian
Comm. Selection for the LSL Fruit Phenotype Landraces of supposed Greek origin
have been documented in Greek-speaking regions in Southern Italy
(Grecìa), like ‘pummidora scimona,’ (‘pomodoro da serbo giallo’ in
Italian), a yellow-colored LSL landrace (Laghetti et al., 2008). January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 5 LSL Landraces for Tomato Improvement Conesa et al. TABLE 2 | Agronomic and fruit quality traits in Mediterranean long shelf-life (LSL) landraces, ordinated by regions of origin. For landrace details, see Table 1. The
number of accessions in the average (n) is indicated unless is one. Cultivation conditions and different water treatments indicated when available: OF, open field in
Mediterranean summer; GH, greenhouse; WW, full irrigation replacing potential evapotranspiration (PET); WD, water deficit (number in brackets indicate the % of
covered PET); and RF, rain-fed. Yield and fruit number are per plant unless units are indicated. Total soluble solids, titratable acidity and firmness are in °Brix, g citric ac. 100 g−1 and shore units, respectively, unless units are indicated. When different water treatments were applied, data is indicated in the same order as treatments and
separated by semicolon. Asterisk (*) indicates significant differences between treatments, when available. For any trait, if a range was indicated for different accessions, it
is shown after the average in brackets. Fruit quality traits measured at harvest time unless months (m.) or days (d) indicated in brackets. TABLE 2 | Agronomic and fruit quality traits in Mediterranean long shelf-life (LSL) landraces, ordinated by regions of origin. For landrace details, see Table 1. The
number of accessions in the average (n) is indicated unless is one. Cultivation conditions and different water treatments indicated when available: OF, open field in
Mediterranean summer; GH, greenhouse; WW, full irrigation replacing potential evapotranspiration (PET); WD, water deficit (number in brackets indicate the % of
covered PET); and RF, rain-fed. Yield and fruit number are per plant unless units are indicated. Total soluble solids, titratable acidity and firmness are in °Brix, g citric ac. 100 g−1 and shore units, respectively, unless units are indicated. When different water treatments were applied, data is indicated in the same order as treatments and
separated by semicolon. Asterisk (*) indicates significant differences between treatments, when available. For any trait, if a range was indicated for different accessions, it
is shown after the average in brackets. Selection for the LSL Fruit Phenotype OF–WW; WD
(40%PET)
2.3; 1.5*
89;
79
35; 23
4.4; 5.6
0.84; 1.08*
4.30; 4.25
5
PenjarCAT (n = 6)
Catalonia
OF–WW; WD
(40%PET)
1.7; 1.7
96;
86
15; 18*
5.7; 5.8
1.30; 0.92
4.24; 4.31
5
DFD
Catalonia
GH–WW
5.5
11
Ramellet/Penjar
improved (n = 3)
Commercial
improved
WW–OF; GH
3.7; 3.5
97; 64
6.1; 6.5
0.45; 0.51
4.31; 4.3
53.9; 47.9
6
Ramellet/Penjar
hybrids F1 (n = 2)
Commercial F1
WW–OF; GH
4.4; 3.4
100; 76
6.5; 6.6
0.49; 0.54
4.25; 4.16
59.8; 58.3
6
Piennolo del
Vesuvio
Campania
OF–WW; RF
(wet year)
5.3; 5.1
160;
183
32.8;
27.5*
4.7; 6.2*
4.45; 4.56
12
Vesuvio
Campania–
Ercolano
OF–RF
25
7.5
0.34
13
Piennolo Vesuviano
Campania–
Ercolano
N/A (field
collected)
6.9(0m.)–
(6m.)7.9*
0.53(0m.)–(6m.)0.50
4.36(0m.)–
(6m.)4.45
14
Lucariello
Campania
OF–RF
8.0
15
Ercolano
Campania–
Ercolano
OF–RF
26
7.7
0.35
13
Corbarino
Campania
OF–RF
7.2
15
Corbarino (n = 4)
Campania–
Sarno Valley
OF–4m. irrig.(April–Sept)
73.9 t/ha
18
6.3
0.4
4.5
16
Corbarino PC01
Campania
OF–WW; WD
(50%PET); RF
114; 98;
62 t/ha
17; 17;
13
5.5; 5.6;
7.3
17
Corbarino PC05
Campania
OF–WW; WD
(50%PET); RF
122; 112;
72 t/ha
17; 17;
13
6.3; 6.8;
9.1
17
Principe Borghese
Campania
(commercial)
OF–RF
17
7.4
0.32
13
Principe Borghese
Campania
(commercial)
OF–RF
13.7 t/ha
18
Principe Borghese
Campania
(commercial)
OF–RF
16.8 t/ha
15
7.6
0.31
19
Regina–Fasano
ecotype
Puglia–Fasano
OF– RF
20
6.4c
20
Regina–Monopoli
ecotype
Puglia–
Monopoli
OF– RF
22
7.0b
20
Regina–Ostuni
ecotype
Puglia–Ostuni
OF–RF
25
7.6
20
(Contin January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 6 LSL Landraces for Tomato Improvement Conesa et al. TABLE 2 | Continued
Landrace
Region
Cultivation
Yield
(kg pl−1)
Fruit
num. Fruit
weight
(g)
°Brix
Titratable ac. (g citric ac. 100g−1)
pH
Firmness
Refs. Selection for the LSL Fruit Phenotype Altamura
Puglia–Bari
OF– RF
22
6.9
0.34
13
Arnesano
Puglia–Lecce
OF– RF
39
7.7
0.33
13
Buttigghieddu
Sicily–Agrigento
OF– RF
17
7.4
0.31
13
Kachi di Sciacca
Sicily–Agrigento
OF– RF
31
6.8
0.32
13
Mezzocachi di
Montallegro
Sicily–Agrigento
OF– RF
37
6.2
0.28
13
Pizzottello di
Montallegro
Sicily–Agrigento
OF–RF
(18.5–
19.8 t/ha)
(19–27)
(7.0–8.0)
0.29
4.07
22.7
21,19,18,22,13
Pizzutello di Licata
Sicily–Agrigento
OF–RF
(21–22)
(6.2–6.7)
0.34
13
Pizzutello di
Montallegro
Sicily–Agrigento
OF– RF
22
6.2
0.32
13
Pizzutello di
Sciacca
Sicily–Agrigento
OF– RF
13.6 t/ha
12
8.1
0.38
18,13
Albicocca di Lipari
Sicily–Messina
GH–WW; WD
(50%PET)
33; 16*
5.5; 6.6*
2.09; 2.41
4.25; 4.19
23
Locale di Basicò
Giallo
Sicily–Messina
OF– RF
11.7 t/ha
27
6.5
0.26
18,13
Locale di Basicò
Rosso
Sicily–Messina
OF– RF
24
6.7
0.3
13
Locale di Filicudi
Sicily–Messina
OF– RF
(20.8–
23.4 t/ha)
14
8.2
0.34
4.08
20.4
19,18,22
Locale di Filicudi
Sicily–Messina
OF– RF
20
7
0.36
13
Locale di Pollara
Sicily–Messina
OF– RF
18.2 t/ha
12
7.6
0.29
18,13
Locale di Salina 1
Sicily–Messina
OF– RF
21
6.8
0.34
13
Locale di Salina 2
Sicily–Messina
OF– RF
28.9 t/ha
22
7.5
0.34
18,13
Locale di Salina 3
Sicily–Messina
OF– RF
42
6.6
0.34
13
Locale di Salina 4
Sicily–Messina
OF– RF
24
7.4
0.32
13
Locale di Salina 5
Sicily–Messina
OF– RF
48
5.6
0.27
13
Locale di Salina 6
Sicily–Messina
OF– RF
16.1 t/ha
15
7.4
0.33
18,13
Locale di Salina 6
Sicily–Messina
OF–WW; RF
(dryY)
3.2; 3.1
306;
283
11; 11
4.9; 6.0*
12
Locale di Salina 6
Sicily–Messina
OF–WW;
rainfed(wetY)
3.4; 3.2
251;
238
14; 14
5.5; 7.5*
4.39; 4.57
12
Locale di Salina 10
Sicily–Messina
OF– RF
26
7.3
0.31
13
Locale di Vulcano
Sicily–Messina
OF– RF
17
7.5
0.26
13
Mazzarrà S. Selection for the LSL Fruit Phenotype Andrea
Sicily–Messina
OF– RF
23
7.3
0.28
13
Ruccaloru
Sicily–Messina
–S.Pierniceto
OF– RF
13.2 t/ha
25
7.2
0.28
18,13
Albicocca di
Favignana
Sicily–Trapani
(Egadi Is.)
GH–WW; WD
(50%PET)
25; 24
6.0; 7.8*
1.86; 2.75*
4.02; 4.22
23
Locale di
Custonaci
Sicily–Trapani
OF– RF
22 t/ha
28
7.3
0.29
18,13
Giallo Piccolo a
Punta
Sicily
GH– WW; WD
(50%PET)
31; 26*
5.5; 7.3*
1.63; 2.75*
4.21; 4.11
23
Percopara
Sicily
GH– WW; WD
(50%PET)
41; 23*
6.0; 6.8*
1.69; 2.28*
4.30; 4.27
23
Pizzutello di
Stagnone
Sicily–Trapani
GH– WW; WD
(50%PET)
27; 24
5.8; 6.8*
1.93; 2.24
4.27; 4.23
23
Rosso
Sicily
GH– WW; WD
(50%PET)
24; 16*
5.9; 6.3
1.80; 2.80*
4.10; 3.94
23
The references for the information are indicated: 1-Galmés et al., 2011; 2-Galmés et al., 2013; 3-Ochogavía et al., 2011; 4-Bota et al., 2014; 5-Fullana-Pericàs et al., 2019; 6-Figàs et al.,
2018; 7-Casals et al., 2011; 8-Casals et al., 2012; 9-Cebolla-Cornejo et al., 2013; 10-Figàs et al., 2015; 11-Saladie et al., 2007; 12-Guida et al., 2017; 13-Siracusa et al., 2018; 14-Manzo
t l 2018 15 T
hid
L
b
d
t l 2018
16 A d
ki
t l 2004 17 P
i
t l 2010 18 P t
è t l 2016 19 Si
t l 2013 20 R
t l 2018 21 Si The references for the information are indicated: 1-Galmés et al., 2011; 2-Galmés et al., 2013; 3-Ochogavía et al., 2011; 4-Bota et al., 2014; 5-Fullana-Pericàs et al., 2019; 6-Figàs et al.,
2018; 7-Casals et al., 2011; 8-Casals et al., 2012; 9-Cebolla-Cornejo et al., 2013; 10-Figàs et al., 2015; 11-Saladie et al., 2007; 12-Guida et al., 2017; 13-Siracusa et al., 2018; 14-Manzo
et al., 2018; 15-Tranchida-Lombardo et al., 2018a; 16- Andreakis et al., 2004; 17-Pernice et al., 2010; 18-Patanè et al., 2016; 19-Siracusa et al., 2013; 20-Renna et al., 2018; 21-Siracusa
et al., 2012; 22-Patanè et al., 2017; 23-Barbagallo et al., 2008. in most Italian “da Serbo” landraces is performed without
detaching fruits from the truss, and tying together different
trusses twisted arround a twine, sometimes conforming a circle
(Figure 2), (Mercati et al., 2015; Sacco et al., 2017; Manzo et al.,
2018). This is also common in the ‘Vesuviano’ landraces from Among Italian landraces, the individual fruit threading
performed in ‘de Ramellet’ and ‘de Penjar’ is not common. Frontiers in Plant Science | www.frontiersin.org Selection for the LSL Fruit Phenotype Conesa et al., 2014). Actually, the
dfd mutant seems to bear the alc mutation (Vrebalov et al., 2004;
Bota et al., 2014). The alc mutation has been suggested as
responsible for the LSL phenotype also in ‘da Serbo’ Italian ‘Alcobaça’ landrace (Almeida, 1961; Leal and Tabim, 1974). First reports for shelf-life in ‘Alcobaça’ were up to 316 days
(Leal and Tabim, 1974), although further reports are
considerably shorter (up to 33 days; Kopeliovitch et al., 1980;
Mutschler 1984b; Mutschler et al., 1988; Mutschler et al., 1992;
Dias et al., 2003). The alc mutation is present in ‘de Penjar’ from
Catalonia and Valencia and ‘de Ramellet’ from the Balearic
Islands (Casals et al., 2012; Bota et al., 2014). The ‘delayed fruit
deterioration’ mutant (dfd) was described as a regionalized
cultivar grown in specific areas around the Mediterranean,
with dramatically delayed softening and unknown genetic
background (Saladie et al., 2007). Such description fits with
LSL landraces, while fruit size, shape and shelf-life are similar
to ‘de Penjar’ (Rose, unpubl., cf. Conesa et al., 2014). Actually, the
dfd mutant seems to bear the alc mutation (Vrebalov et al., 2004;
Bota et al., 2014). The alc mutation has been suggested as
responsible for the LSL phenotype also in ‘da Serbo’ Italian Selection for the LSL Fruit Phenotype It
seems to be performed in the ‘Regina’ landrace from Puglia, by
tying fruit pedicels with a cotton thread in bunches called
‘ramasole’ (Sacco et al., 2017; Renna et al., 2018). Fruit hanging January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 7 Conesa et al. LSL Landraces for Tomato Improvement FIGURE 2 | Different ways to store hung long shelf-life tomatoes across the Mediterranean. (A) Typical ‘de Ramellet’ strings with fruit pedicels needle-sewn to a
main rope (Banyalbufar, Mallorca; courtesy: Aina Socies - Associació de Varietats Locals de Mallorca). (B) ‘de Ramellet’ hung by pedicels on wild olive tree branches
(Artà, Mallorca; courtesy: Toni Muñoz). (C) Needle-sewing of ‘de Penjar’ strings (Alcalà de Xivert, Castelló; courtesy: Associació de Productors i Comercialitzadors de
Tomata de Penjar d'Alcalà de Xivert). (D) Typical Sicilian ‘da Serbo’ trusses (Sicily). (E) Typical ‘piennoli’ of ‘Pomodorino del Piennolo del Vesuvio’ (Ercolano, Napoli;
courtesy: Rosario Custro). FIGURE 2 | Different ways to store hung long shelf-life tomatoes across the Mediterranean. (A) Typical ‘de Ramellet’ strings with fruit pedicels needle-sewn to a
main rope (Banyalbufar, Mallorca; courtesy: Aina Socies - Associació de Varietats Locals de Mallorca). (B) ‘de Ramellet’ hung by pedicels on wild olive tree branches
(Artà, Mallorca; courtesy: Toni Muñoz). (C) Needle-sewing of ‘de Penjar’ strings (Alcalà de Xivert, Castelló; courtesy: Associació de Productors i Comercialitzadors de
Tomata de Penjar d'Alcalà de Xivert). (D) Typical Sicilian ‘da Serbo’ trusses (Sicily). (E) Typical ‘piennoli’ of ‘Pomodorino del Piennolo del Vesuvio’ (Ercolano, Napoli;
courtesy: Rosario Custro). Campania, whose bunches are called ‘piennolo’ or ‘spunzilli’
(Figure 2), (Sacco et al., 2017). ‘Alcobaça’ landrace (Almeida, 1961; Leal and Tabim, 1974). First reports for shelf-life in ‘Alcobaça’ were up to 316 days
(Leal and Tabim, 1974), although further reports are
considerably shorter (up to 33 days; Kopeliovitch et al., 1980;
Mutschler 1984b; Mutschler et al., 1988; Mutschler et al., 1992;
Dias et al., 2003). The alc mutation is present in ‘de Penjar’ from
Catalonia and Valencia and ‘de Ramellet’ from the Balearic
Islands (Casals et al., 2012; Bota et al., 2014). The ‘delayed fruit
deterioration’ mutant (dfd) was described as a regionalized
cultivar grown in specific areas around the Mediterranean,
with dramatically delayed softening and unknown genetic
background (Saladie et al., 2007). Such description fits with
LSL landraces, while fruit size, shape and shelf-life are similar
to ‘de Penjar’ (Rose, unpubl., cf. Frontiers in Plant Science | www.frontiersin.org Genetic Basis of the LSL Phenotype Fernández-Muñoz). All bear the alc mutation except
the latter, from which the two discordant nor products were
described (Kumar et al., 2018). In this regard, Kumar et al. (2018) compared ethylene
emission in ‘Ailsa Craig’ with four different ‘de Penjar’
accessions, and found reduced ethylene production in three of
the ‘de Penjar,’ but increased in the Penjar-2 accession, emitting
slightly higher ethylene at breaker stage than ‘Ailsa Craig’. This
suggests that the above indicated opposite responses of alc-
bearing accessions towards ethylene emission may not be only
related to this mutation, but could respond to intrinsic variation
within LSL landraces. In fact, Kumar et al. (2018) described novel
NOR mutations within the studied ‘de Penjar’ accessions, all in
the Penjar-1 accession and thus, not related to the differences
reported for ethylene production. Further, they found good
correlation of ethylene emission with other ripening-related
metabolites like jasmonic acid in all the ‘de Penjar’ accessions
except Penjar-4. Consequently, results suggest that the LSL fruit
phenotype may be also related to non-ethylene mediated
ripening regulation, as described from non-ripening mutants
(e.g., Moore et al., 2002; Vrebalov et al., 2002). This variability in
ethylene production within LSL landraces, uncertainties on the
different role of ethylene in LSL vs. non-LSL landraces, and the
impact of ethylene in fruit quality traits and aroma highlights the
importance of deepening in the knowledge of ethylene
production pathways within LSL landraces to better
understand extended shelf-life and ripening process in tomato. The impact of the alc mutation on the extended fruit shelf-life
was assessed by introducing the mutation in ‘M82’ tomato by
CRISPR/Cas9 transformation (Yu et al., 2017). The shelf-life
reported was only up to 40 days, which is similar to early reports
for ‘Alcobaça,’ and much shorter than that in most LSL
landraces. This agrees with past indications that alc may be
necessary but not sufficient to explain the LSL phenotype in the
Mediterranean landraces (Conesa et al., 2014; Casals et al., 2015). Altogether, some controversy exists among the possible existence
of different mutations in the MADS-box, SBP-box and NAC-
family genes (Seymour et al., 2013; Kumar et al., 2018), which
may be responsible for part of the variation reported in shelf-life
across LSL landraces. Genetic Basis of the LSL Phenotype yp
The tomato ripening mutants like rin, nor, Nr, Gr, and Cnr,
among others, result in a strong ripening impairment frequently
related to ethylene insensitivity (Barry and Giovannoni, 2007;
Giovannoni, 2007), and with pleiotropic effects on colour and
flavour. Because of that, rin and nor are used only in heterozygous
in breeding programs, resulting in delayed and altered ripening
and extended shelf-life (Garg et al., 2008; Kosma et al., 2010; Klee
and Giovannoni, 2011). On the contrary, tomatoes with the LSL
phenotype differ from the latter mutants in that fruit ripening is
not badly impaired, but rather exhibit normal climateric ripening. The LSL phenotype has been related to the alc mutation (e.g.,
Kopeliovitch et al., 1981; Lobo et al., 1984; Mutschler, 1984a;
Casals et al., 2012; Conesa et al., 2014), described in the January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 8 LSL Landraces for Tomato Improvement Conesa et al. described an effect of the alc mutation related to reduced ethylene
production (i.e., 25% less than ‘Rutgers’ cultivar; Mutschler, 1984b). However, postharvest storage attributed to this landrace is
commonly lower than 60 days, which differs from the 6–8
months reported for most LSL landraces. This also endorses
previous indications that the alc mutation may be needed but not
sufficient to explain extended fruit shelf-life in LSL landraces
(Conesa et al., 2014; Casals et al., 2015). Moreover, this denotes
opposite responses attributable to the alc mutation on the ethylene
production, either reducing it (Mutschler, 1984b) and increasing it
(Saladie et al., 2007). landraces (Mercati et al., 2015). However, its presence has not
been reported in Italian landraces, to our knowledge; whereas it
is absent in ‘Corbarino’ and ‘Lucariello’ (Tranchida-Lombardo
et al., 2018a). This suggests that mutations other than alc may
also result in the LSL phenotype, particularly in Italian landraces. Several studies support that alc and nor mutations are allelic
(Tigchelaar et al., 1976; Lobo et al., 1984; Benites et al., 2010;
Casals et al., 2012; Kumar et al., 2018). Recently, studies of NAC-
family genes described diverse nor alleles and nor-like genes
involved in the tomato ripening process (Wang et al., 2018). Also, Kumar et al. (2018) described two different cDNA products
for nor added up to alc in ‘de Penjar’/‘de Colgar.’ The accessions
considered included two from Catalonia (i.e, ‘de Penjar’), one
from Málaga and one from Cáceres (i.e., ‘Alcobaça’), (pers. comm. R. Genetic Basis of the LSL Phenotype Factors Determining the LSL Phenotype
Contrary to non-ripening mutants, most of which have an
impairment related to ethylene insensitivity causing deficient
ripening and pleiotropic effects on fruit quality (Barry and
Giovannoni, 2007; Giovannoni, 2007), ripening in LSL
landraces is fully achieved on the vine, and fruit quality is one
of the most appreciated traits (Saladie et al., 2007; Siracusa et al.,
2013; Bota et al., 2014; Casals et al., 2015; Patanè et al., 2017). Ethylene production and respiration rates in LSL fruits has been
poorly studied to date. Saladie et al. (2007) found a delay of
seven days to each red-ripe stage in dfd as compared to ‘Ailsa
Craig’, although the peak in ethylene production was similar,
and the climacteric respiratory burst was more pronounced in
dfd (i.e., ca. 16 vs. 12 nl ethylene g−1 h−1, and 55 vs. 25 ml CO2
g−1 h−1). Nevertheless, authors attributed such differences to
already known variation occurring within the tomato crop
(Saladie et al., 2007). Apart from ethylene, the maintenance of fully-ripen fruits
sound over months of storage at ambient temperature suggests a
dramatic slow-down of the respiratory metabolism and,
particularly, an effective prevention of transpirational water
loss in LSL fruits (Bargel and Neinhuis, 2004; Saladie et al.,
2007; Conesa et al., 2014; Casals et al., 2015). A main effect of
fruit cuticle properties on non-LSL tomato shelf-life has already
been suggested (Bargel and Neinhuis, 2004; Bargel and Neinhuis,
2005; Domínguez et al., 2011), and related to increased waxes
during ripening in nor, rin and ‘Alcobaça’ (Kosma et al., 2010). Increased cutin accumulation, but not cuticle thickness, seems
important in dfd (Saladie et al., 2007). Therefore, it seems that
cuticle properties –composition and cutin matrix architecture—
in fruits with the LSL phenotype may be key in maintaining
fruit impermeability. In a recent screening for genetic diversity across a collection of
Italian LSL landraces, Tranchida-Lombardo et al. (2018b) found
high variation in ethylene-responsive genes, relating it to the
extended fruit shelf-life. However, they found no polymorphism
in nor and alc mutations, suggesting that genetic determinants of
the LSL fruit phenotype may be different between Italian and ‘de
Ramellet’–‘de Penjar’ landraces. In the ‘Alcobaça’ landrace, it was Studies in tomato ripening mutants suggest a role for fruit
water loss in triggering ethylene synthesis leading to ripening
finalization and over-ripening. This agrees with initiation of fruit
ripening in the tomato wild relatives Solanum chilense and S. Frontiers in Plant Science | www.frontiersin.org Genetic Basis of the LSL Phenotype peruvianum, only once fruit is detached from the plant (reviewed
in Barry and Giovannoni, 2007). Consequently, the ability to January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 9 LSL Landraces for Tomato Improvement Conesa et al. maintain fruit water for longer time can also be a factor
preventing over-ripening in LSL fruits. morphological, physiological and molecular levels, as evidenced
by a huge amount of studies in diverse crops (reviewed in
Tuberosa, 2012; Nuccio et al., 2018; Sreeman et al., 2018 and
Tardieu et al., 2018). Particularly in Mediterranean LSL tomato
landraces, studies of drought tolerance have focused mainly on
leaf gas exchange traits, water use efficiency, solute accumulation
and hormonal signalling, which biases this review. Hence, this
also highlights the need to explore further mechanisms
improving drought tolerance in this tomato landrace group. Diverse authors suggested the thick skin and high antioxidant
content as responsible for the extended fruit shelf-life in Italian
landraces (Barbagallo et al., 2008; Siracusa et al., 2012; Mercati
et al., 2015; Patanè et al., 2016; Manzo et al., 2018; Renna et al.,
2018). Moreover, fruit size has been inversely correlated with
shelf-life in ‘Alcobaça’ (Leal and Tabim, 1974; Mutschler et al.,
1992) and ‘de Penjar’ (Casals et al., 2012). This correlation was
non-significant in ‘de Ramellet,’ probably because of variation in
shelf-life sensitivity to water availability (Conesa et al., 2014) and
high variation in fruit size and shape (Bota et al., 2014). In fact,
many Italian LSL landraces have smaller fruits than ‘de Ramellet’
and ‘de Penjar’ (< 21 g; Siracusa et al., 2012; Patanè et al., 2016)
but the shelf-life is not longer than that reported for the latter
landraces, being two- to ten-fold bigger (Casals et al., 2012; Bota
et al., 2014). Carbon isotopic composition (d13C) in leaf tissue has proven
to be an efficient and reliable method to assess water use
efficiency in plants (e.g., Farquhar et al., 1982; Condon et al.,
1990; Donovan and Ehleringer, 1994; Bacon, 2004; Galmés et al.,
2011). It was measured in a diverse array of traditional tomato
accessions including cherry, fresh market, processing and LSL
(Fullana-Pericàs et al., 2019), grown under full irrigation (WW)
and water deficit (WD). The LSL group included accessions from
Eastern Iberian Peninsula and Balearic Islands (LSL-big) and
Italian accessions (LSL-cherry). Genetic Basis of the LSL Phenotype d13C increased in all groups
under WD as compared to WW (Figure 3) showing that,
irrespective of the tomato type, traditional accessions have
mechanisms allowing adaptation to water shortage through
increased water use efficiency. Despite the huge variation in shelf-life reported for LSL
tomatoes (e.g., Leal and Tabim, 1974; Mutschler et al., 1988;
Saladie et al., 2007; Casals et al., 2011; Conesa et al., 2014; Manzo
et al., 2018; Tranchida-Lombardo et al., 2018a) could result from
different mutations and even epigenetics (Mirouze and
Paszkowski, 2011; Osorio et al., 2013; Schmitz et al., 2013;
Zhong et al., 2013; Bressan et al., 2014; Van Oosten et al.,
2014; Giovannoni et al., 2017), factors affecing shelf-life in LSL
fruits like fruit size (Leal and Tabim, 1974; Mutschler et al., 1992;
Casals et al., 2011; Bota et al., 2014), titratable acidity (Bota et al.,
2014), sugar content (Kumar et al., 2018), antioxidant content
(Barbagallo et al., 2008; Siracusa et al., 2012; Mercati et al., 2015;
Patanè et al., 2016; Renna et al., 2018) are to a high extent
influenced by cultivation conditions. Therefore, a part of the
reported variation may be environmentally-driven. When comparing among groups, LSL-big had highest (less
negative) d13C under both water treatments (Figures 3B, C),
which would indicate lower water use efficiency. Higher d13C
frequently occurs under drought and is related to stomatal
closure to prevent water loss. However, low d13C values found
also under WW denote that this is an intrinsic trait in LSL-big,
which could relate to constitutive tighter stomatal control as
compared to the remaining groups, and result in higher
improvement of water use efficiency. In fact, fruit shelf-life in ‘de Ramellet’ showed some interaction
with water availability during cultivation, denoting that traits
conferring the LSL phenotype were impaired by too high
irrigation in some landraces, but not others (Conesa et al., 2014). Since ‘de Ramellet’ is homozygous for alc, this mutation is not
sufficient to explain the variation in shelf-life within this landrace. Hence, too high irrigation could be impairing cuticle properties in
the sensitive genotypes, either composition, component
proportions or biomechanic properties, resulting in impaired LSL
phenotype (Conesa et al., 2014; Conesa et al., 2015). It is noteworthy that in both treatments the largest difference
in d13C among groups was between LSL-big and LSL-cherry,
highlighting strikingly different strategies to adapt to harsh
conditions between both LSL groups. Genetic Basis of the LSL Phenotype Contrary to LSL-big, the
lowest d13C values in LSL-cherry, especially under WD (Figures
3B, C), pointed to an adaptive strategy minimizing operation
with partially closed stomata, either through deeper roots
providing higher water availability, or with a water-
conservative stomatal behaviour (i.e., fast closure under
drought). The big plant size and high vigor and yield in the
LSL-cherry under drought (Andreakis et al., 2004; Sinesio et al.,
2007; Lisanti et al., 2008) better points to the former strategy. The
lowest difference between treatments in d13C occurring in LSL-
cherry (Figure 3) also endorsed a drought-tolerance strategy
involving mechanisms to increase access to water. In this regard,
LSL-big had the highest difference between treatments in d13C
(Figure 3), denoting the existence of further mechanisms
increasing drought tolerance in this group. DROUGHT TOLERANCE IN
MEDITERRANEAN LSL LANDRACES In agricultural systems, drought refers to a scenario where water
transpired by the plant cannot be fully replaced by soil water
availability, forcing plants to reduce transpiration by stomatal
closure, which limits growth and yield (Tardieu et al., 2018). Drought tolerant crops have mechanisms allowing plants to
withstand eventual or permanent water shortage with lower
yield reduction as compared to non-tolerant crops (Tuberosa,
2012). These mechanisms may be found at very different As compared to WW, stomatal closure under WD to prevent
water loss is evidenced in a reduction in stomatal conductance (gs),
meaning either lower water loss and lower CO2 intake through the
stomata. Consequently, net photosynthesis (AN) is also reduced. Adaptive mechanisms at leaf level allow plants to minimize the
reduction in AN as compared to gs, that is, increase the intrinsic January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 10 LSL Landraces for Tomato Improvement Conesa et al. 3 | Water use efficiency as inferred from d13C (‰) isotopic composition of leaves from tomato plants grown under full irrigation (WW) and water deficit (WD)
in Fullana-Pericàs et al. (2019). Tomato accessions (n = 171) were separated in five groups depending on the accession type, including non-long shelf-life
erry; n = 29), fresh market (Fresh; n = 50), long shelf-life from eastern Iberian Peninsula and Balearic Islands (LSL-big; n = 63) and from Italy (LSL-cherry;
nd processing accessions (Processing; n = 13). (A) Percent of d13C in WD as compared to WW. ANOVA differences between WD and WW were significant
ps (P < 0.001). (B) Values of d13C in WW and (C) in WD. For each accession group, boxplots represent the average and the median (red and black lines
pectively), the 75% interval (box), the 90% interval (error bars) and the outliers (isolated points). In each plot, letters on top indicate ANOVA-Tukey
among groups (P < 0.05). FIGURE 3 | Water use efficiency as inferred from d13C (‰) isotopic composition of leaves from tomato plants grown under full irrigation (WW) and water deficit (WD)
treatments in Fullana-Pericàs et al. (2019). DROUGHT TOLERANCE IN
MEDITERRANEAN LSL LANDRACES Despite stomatal closure under WD resulted in reduction of both
gs and gm, the differential degree of reduction was explained by
leaf anatomical adaptations occurring under WD. A close inspection of mesophyll anatomy showed a notorious
increase in intercellular airspaces (Figures 4A, B), resulting in
increased surface of cells having chloroplasts exposed to
airspaces (Sc) under WD, thus windows for chloroplasts to
access CO2. Further, chloroplasts were tightly positioned
against the cell membrane to minimize the CO2 pathway
(Figures 4C, D; Galmés et al., 2013). The positive correlation
between gm and Sc under WD demonstrated that WUEi
improvement was a consequence of increased gm (as compared
to gs) achieved through increased Sc. Since CO2 is finally fixed by
Rubisco, the Sc/[Rubisco] ratio may be a key trait explaining the
efficiency in CO2 fixation (Onoda et al., 2017). Accordingly, this
ratio positively correlated with WUEi in both water treatments,
although for the same Sc/[Rubisco] the WUEi was scaled-down
under WW as compared to WD (Figure 5). In this regard, the
non-‘de Ramellet’ accession was the single one reducing the Sc/
[Rubisco] ratio under WD (Figure 5) and thus, the described leaf
anatomical adaptation in ‘de Ramellet’ is not occurring in all
tomato varieties. Further knowledge on stomatal and mesophyll
characteristics in Mediterranean landraces, and their response to
drought conditions, may unravel important patterns suitable to
breed for novel tomato cultivars more tolerant to water scarcity. Di
d
h
i
i
l di
l
d
f
Si il Leaf veins are a necessary connection for water supply to the
stomata and thus, a key link between leaf function and stomatal
and mesophyll anatomy (Brodribb and Holbrook, 2003; Brodribb
et al., 2010; Scoffoni et al., 2016). This link has been described
across diverse species and growth forms (e.g., Brodribb et al.,
2007; Flexas et al., 2013b; Sack et al., 2015), but has been much
less explored within crop species. In a comparison of
domesticated tomato accessions including ‘de Ramellet’ with
the tomato wild relative species (Solanum sect. Lycopersicon,
sect. Lycopersicoides and sect. Juglandifolia), the domesticated
had consistently larger leaf size and higher AN. This was achieved
with the lowest vein density and more elastic cell walls (i.e., lowest
bulk modulus of elasticity, ϵmax), (Conesa et al., unpubl.). DROUGHT TOLERANCE IN
MEDITERRANEAN LSL LANDRACES (2016) found that
accessions with highest yield had also among the highest WUEi,
standing out very tolerant and productive landraces like ‘Locale di
Custonacci’. In such LSL landraces, drought tolerance was linked to
leaf proline accumulation. Since proline accumulation is related to
osmoregulation capacity, this could agree with d13C results above
(Figure 3) suggesting that the drought tolerance strategy in LSL-
cherry accessions is better related to maintenance of water intake
than to water conservation. Nevertheless, important differences in
the response to drought have been described in Italian landraces. In
‘Locale di Salina 6’ and ‘Pizzutello di Sciacca,’ Giorio et al. (2018)
found a trade-off between gs and ABA accumulation. In ‘Crovarese’
under short-term water stress, Tamburino et al. (2017) also found
high reduction of gs and increase of ABA and proline. In several
LSL landraces from Campania including ‘Lucariello,’ ‘Crovarese’
and ‘Giallo Benaventano,’ Landi et al. (2017) described the
constitutive activation of ROS detoxification machinery as a fast
response under stress. This involved enzymes that reduced the
accumulation of ROS resulting from drought-induced
photorespiration, with a parallel proline accumulation, thus also
triggering osmotic adjustments as a response to drought. Deepening in the role of proline and ROS detoxification in
Mediterranean LSL landraces, and the comparison of the
drought response in LSL landraces from different regions may
unmask alternative strategies to the described above for ‘de
Ramellet’ to adapt to water scarcity. At leaf mesophyll level, mechanisms to minimize growth and
yield impairment under drought due to lower CO2 intake
through stomata involve improvement of the CO2 delivery
pathways from the substomatal cavity to the Rubisco, leading
to improved mesophyll conductance (gm). This is a frequently
described mechanism across plant groups and growth forms
(Flexas et al., 2013a). Gas exchange and leaf anatomy
measurements in ‘de Ramellet’ unravelled the mechanistic
basis of improved gm under water deficit conditions in this LSL
landrace (Galmés et al., 2011; Galmés et al., 2013). In ‘de
Ramellet,’ yield correlated positively with AN and negatively
with WUEi, indicating that yield increases were at expenses of
proportionally higher increases in gs (i.e, water consumption),
(Galmés et al., 2011). As compared to WW, there was an increase
of WUEi under WD, achieved through increased gm per unit
water transpired, i.e., increased gm/gs ratio (Galmés et al., 2013). DROUGHT TOLERANCE IN
MEDITERRANEAN LSL LANDRACES (2018)
found a trade-off between gs and ABA accumulation. In ‘Crovarese’
under short-term water stress, Tamburino et al. (2017) also found
high reduction of gs and increase of ABA and proline. In several
LSL landraces from Campania including ‘Lucariello,’ ‘Crovarese’
and ‘Giallo Benaventano,’ Landi et al. (2017) described the
constitutive activation of ROS detoxification machinery as a fast
response under stress. This involved enzymes that reduced the
accumulation of ROS resulting from drought-induced
photorespiration, with a parallel proline accumulation, thus also
triggering osmotic adjustments as a response to drought. Deepening in the role of proline and ROS detoxification in
Mediterranean LSL landraces, and the comparison of the
drought response in LSL landraces from different regions may
unmask alternative strategies to the described above for ‘de
Ramellet’ to adapt to water scarcity. Leaf veins are a necessary connection for water supply to the accessions, irrespective of the severity of the stress (Patanè et al.,
2016; Guida et al., 2017; Giorio et al., 2018). Moreover, AN, gs and
WUEi values under drought were close to those reported for ‘de
Ramellet’ (Galmés et al., 2011) and, similarly, the AN to gs
relationship indicated a saturation of AN and thus, a
disproportionate, suboptimal water consumption under non-
stressing conditions (Guida et al., 2017; Giorio et al., 2018). Overall, despite maximum AN and gs varied considerably among
Mediterranean LSL landraces and studies, WUEi under stress
was grossly similar across landraces, with values at low gs (i.e.,
0.15–0.30 mol m−2 s−1) close to 90–110 µmol mol−1 in “de
Ramellet” (Galmés et al., 2011), Sicilian landraces (Guida et al.,
2017; Giorio et al., 2018) and “Vesuviano” (Guida et al., 2017). water use efficiency (WUEi, as AN/gs). Leaf adaptations to increase
WUEi in ‘de Ramellet’ occur at leaf surface and leaf mesophyll
levels. At leaf surface level, stomatal anatomy modifications
expected to provide higher WUEi are related to smaller stomata,
higher stomatal density, and higher abaxial/adaxial ratio (Franks
and Beerling, 2009). In agreement with that, ‘de Ramellet’ showed
reduced stomatal size and increased stomatal density under WD as
compared to WW. However, it is remarkable that WD adaptation
resulted in increased stomatal density because of an increased
adaxial density (Galmés et al., 2013). The lack of similar studies in
other LSL, and even non-LSL landraces limits understanding if
this is a common strategy for drought adaptation in
Mediterranean landraces. In diverse Sicilian LSL landraces, Patanè et al. Frontiers in Plant Science | www.frontiersin.org DROUGHT TOLERANCE IN
MEDITERRANEAN LSL LANDRACES Tomato accessions (n = 171) were separated in five groups depending on the accession type, including non-long shelf-life
cherry (Cherry; n = 29), fresh market (Fresh; n = 50), long shelf-life from eastern Iberian Peninsula and Balearic Islands (LSL-big; n = 63) and from Italy (LSL-cherry;
n = 16), and processing accessions (Processing; n = 13). (A) Percent of d13C in WD as compared to WW. ANOVA differences between WD and WW were significant
in all groups (P < 0.001). (B) Values of d13C in WW and (C) in WD. For each accession group, boxplots represent the average and the median (red and black lines
inbox, respectively), the 75% interval (box), the 90% interval (error bars) and the outliers (isolated points). In each plot, letters on top indicate ANOVA-Tukey
differences among groups (P < 0.05). January 2020 | Volume 10 | Article 1651 11 Frontiers in Plant Science | www.frontiersin.org LSL Landraces for Tomato Improvement Conesa et al. accessions, irrespective of the severity of the stress (Patanè et al.,
2016; Guida et al., 2017; Giorio et al., 2018). Moreover, AN, gs and
WUEi values under drought were close to those reported for ‘de
Ramellet’ (Galmés et al., 2011) and, similarly, the AN to gs
relationship indicated a saturation of AN and thus, a
disproportionate, suboptimal water consumption under non-
stressing conditions (Guida et al., 2017; Giorio et al., 2018). Overall, despite maximum AN and gs varied considerably among
Mediterranean LSL landraces and studies, WUEi under stress
was grossly similar across landraces, with values at low gs (i.e.,
0.15–0.30 mol m−2 s−1) close to 90–110 µmol mol−1 in “de
Ramellet” (Galmés et al., 2011), Sicilian landraces (Guida et al.,
2017; Giorio et al., 2018) and “Vesuviano” (Guida et al., 2017). In diverse Sicilian LSL landraces, Patanè et al. (2016) found that
accessions with highest yield had also among the highest WUEi,
standing out very tolerant and productive landraces like ‘Locale di
Custonacci’. In such LSL landraces, drought tolerance was linked to
leaf proline accumulation. Since proline accumulation is related to
osmoregulation capacity, this could agree with d13C results above
(Figure 3) suggesting that the drought tolerance strategy in LSL-
cherry accessions is better related to maintenance of water intake
than to water conservation. Nevertheless, important differences in
the response to drought have been described in Italian landraces. In
‘Locale di Salina 6’ and ‘Pizzutello di Sciacca,’ Giorio et al. DROUGHT TOLERANCE IN
MEDITERRANEAN LSL LANDRACES Thus, as
compared to wild tomato species, the domesticated accessions
minimized the space occupied by the vein system, which
maximizes the space occupied by mesophyll cells, maximizing
AN. This contravenes general patterns in plants linking high AN Diverse drought experiments including landraces from Sicily
and Campania denoted the lack of AN and gs differences among January 2020 | Volume 10 | Article 1651 12 LSL Landraces for Tomato Improvement Conesa et al. FIGURE 4 | Cross sections of a ‘de Ramellet’ leaflet formed under (A) well-watered and (B) water stress (WS) conditions. (C) Detail of the mesophyll cells and
airspaces under WS. Notice the chloroplasts (bright) tightly positioned against the cell membrane and cell wall. (D) Magnification of a few cells in C to highlight
intercellular airspaces, that have been whitened to ease visualization. Black bar represents 200 µm in A and B, 40 µm in C and 10 µm in D. All images from the
experiment described in Galmés et al. (2013). FIGURE 4 | Cross sections of a ‘de Ramellet’ leaflet formed under (A) well-watered and (B) water stress (WS) conditions. (C) Detail of the mesophyll cells and
airspaces under WS. Notice the chloroplasts (bright) tightly positioned against the cell membrane and cell wall. (D) Magnification of a few cells in C to highlight
intercellular airspaces, that have been whitened to ease visualization. Black bar represents 200 µm in A and B, 40 µm in C and 10 µm in D. All images from the
experiment described in Galmés et al. (2013). landraces and local population heritage (Zeven, 1998; Camacho-
Villa et al., 2005). This is particularly true for in the
Mediterranean LSL landraces (Bota et al., 2014; Patanè et al.,
2016; Siracusa et al., 2018), making the high trait variability a
characteristic trait defining many of such landraces. with high vein density and high hydraulic conductance (e.g.,
Brodribb et al., 2007; Sack et al., 2015), highlighting that crop
domestication might have led to alternative trait relationships in
particular species like tomato. Nevertheless, within ‘de Ramellet’
higher vein density was related to higher hydraulic conductance
(Galmés et al., 2013). Variation in Fruit Morphology There is a notorious difference in fruit shape between LSL landraces
from Italy and from the Iberian Peninsula and Balearic Islands. The
latter are in general round to flat fruits, while Italian landraces are
usually elongated, oval, pear-shaped and frequently bear a stylar
end tip. Differences exist also in fruit size, with most Italian LSL
landraces having small fruits, up to 30–40 g, while most Iberian
and Balearic LSL landraces have bigger fruits (Table 2). To our
knowledge, variation in fruit size and shape has been widely
characterized only in the Balearic ‘de Ramellet’ (Figure 1), which
is one of the most variable Mediterranean LSL landraces. Most
fruits are flat or round, existing also accessions with ellipsoid, heart,
obovoid, oxheart, and rectangular fruit shapes (Table 3; Figure 1). DROUGHT TOLERANCE IN
MEDITERRANEAN LSL LANDRACES Knowledge on the impact of leaf venation
and hydraulics modifications under drought across diverse
tomato LSL landraces may highlight important traits and trait-
relationships at leaf level endowing superior capacity to overcome
drought, suitable to be considered in breeding programs aimed to
adapt tomato crop to future climate change conditions. TRAIT VARIABILITY WITHIN
MEDITERRANEAN LSL LANDRACES A common characteristic in landraces is the high heterogeneity
in most plant and fruit traits, resulting from variable selection
criteria across local populations, due to the close link between January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 13 LSL Landraces for Tomato Improvement Conesa et al. FIGURE 5 | Relationship between intrinsic water use efficiency (net
photosynthesis and stomatal conductance ratio, AN/gs) and the ratio between
the mesophyll cell surface exposed to airspaces (Sc) and the Rubisco
concentration. Dots are different “de Ramellet” accessions grown under well-
watered (black, soild regression line) and water-stress (grey, dashed
regression line) conditions. The triangles represent a processing accession
used as control. Plotted from data in Galmés et al. (2013). Ramellet’ from derived F1 hybrids, with consistently
uniform coloration. Variation in Plant Morphology, Agronomic
Traits and Yield Similar to fruit morphology variation, plant traits are also diverse
within ‘de Ramellet’ (Ochogavía et al., 2011; Bota et al., 2014). When grown with no tutoring and no pruning, most accessions
had plant volumes of 200–400 dm3 (Table 3). Regarding plant
habit, most plants were climbing-erect, with 5–8 principal
branches, and 8% of the accessions had potato leaf instead of
the typical 5–9 leaflets leaves. There was also variation in
phenology, with most accessions having relatively late
production as compared to non-‘de Ramellet,’ and on average
most productive period ranged between 85–120 days after
transplantation (Ochogavía et al., 2011). Although root traits
have not been assessed in detail in ‘de Ramellet,’ the variability in
aerial plant parts' morphology suggest also differences in root,
either extension and growth patterns. FIGURE 5 | Relationship between intrinsic water use efficiency (net
photosynthesis and stomatal conductance ratio, AN/gs) and the ratio between
the mesophyll cell surface exposed to airspaces (Sc) and the Rubisco
concentration. Dots are different “de Ramellet” accessions grown under well-
watered (black, soild regression line) and water-stress (grey, dashed
regression line) conditions. The triangles represent a processing accession
used as control. Plotted from data in Galmés et al. (2013). FIGURE 5 | Relationship between intrinsic water use efficiency (net
photosynthesis and stomatal conductance ratio, AN/gs) and the ratio between
the mesophyll cell surface exposed to airspaces (Sc) and the Rubisco
concentration. Dots are different “de Ramellet” accessions grown under well-
watered (black, soild regression line) and water-stress (grey, dashed
regression line) conditions. The triangles represent a processing accession
used as control. Plotted from data in Galmés et al. (2013). Agronomic evaluation of 48 ‘de Ramellet’ accessions grown
outdoors under well-watered (WW) and water deficit (WD)
treatments showed a low effect of irrigation and field conditions
on fruit size (Table 4; Fullana-Pericàs et al., 2019). Most accessions
produced 1.7–4.0 kg plant−1, and very variable fruit number per
plant, from 25–150. In ca. 30% of the accessions, yield was higher
under WD than under WW or invariable between treatments,
denoting a low impact of water shortage, or a negative effect of
higher water availability on yield. Results are similar in ‘de Penjar,’
being also variable among accessions and experiments (Table 2). Despite rare, up to 4% of the accessions had some degree of stylar
end tip, all being elongated and pear-shaped fruits (Figure 1). Variation in Plant Morphology, Agronomic
Traits and Yield Since
the frequency of this trait in Italian tomatoes, this could represent
some degree of introgression between Mallorcan and Italian
landraces (Conesa et al., 2010). Added to the variation in fruit
shape and size, fruit colour is also variable within the Balearic ‘de
Ramellet.’ While most are kind of ‘pink tomatoes’ (with a
colourless cuticle lacking flavonoids), red fruited landraces (with
yellow cuticle) also occur in ‘de Ramellet’ (Conesa et al., 2015). Most landraces have yellow to orange coloration in the half part
closest to the pedicel (Figures 2A, B), which is attributable to
pleiotropic effects of the alc mutation. This coloration-deficient
trait is appreciated by local consumers and helps recognizing ‘de Literature reports for yield in Italian LSL landraces also
denote large differences across landraces and experiments, with
values in open-field and rain-fed conditions ranging from 12–16
t/Ha in e.g. ‘Locale di Salina 6,’ ‘Locale Giallo di Basilicò,’
‘Pizzutello di Sciacca’ and the commercial ‘Principe Borghese,’
to ca. 100 t/Ha in ‘Corbarino’ (Table 2). Yield values per plant
reported for ‘Piennolo Vesuviano’ (ca. 5.2 kg plant−1) and ‘Locale TABLE 3 | Descriptive plant and fruit traits in “de Ramellet” (158 accessions) cultivated outdoors in Mediterranean summer under low irrigation (WW; see Table 2
for details). Fruit shape
% acc. Fruit weight
% acc. 6–month shelf–life
% acc. Heart
4.9
<25 g
7.6
100%
2.1
Ellipsoid
6.3
25–50 g
50
99–75%
17.6
Flat
56.3
50–70 g
38
74–50%
38
Round
30.3
>70 g
4.4
49–25%
24.6
Obovoid
1.4
24–1%
13.4
Oxheart
0.7
0%
4.2
Rectangular
0.7
Plant volume
% acc. Plant habit
% acc. Num. branches
% acc. <100 dm3
7
Climbing/erect
47
3–4
17
100–200 dm3
25
Typical indet. 43
5–6
32
200–400 dm3
50
Creeping
8
7–8
32
400–500 dm3
10
Small bush
2
9–10
6
>500 dm3
8
11
3
Data shown represents the % of accessions in each category or interval. Fruit traits include shape categories based on Tomato Analyzer (Brewer et al., 2006), average fruit weight, and
accessions with >50% of fruits intact after 6–month shelf–life (170 days). Plant morphological traits are plant volume (based on two horizontal axes and maximum height), plant habit, and
the number of principal branches. Data from, or recalculated from, Ochogavía et al. (2011) and Bota et al. (2014). Data shown represents the % of accessions in each category or interval. Variation in Fruit Quality Attributes Despite selection for the LSL phenotype converged in the need for
fresh vegetables over-winter, organoleptic and physical properties
of the fruit is contrastingly different across regions (Causse et al.,
2010). In the Balearic Islands, ‘de Ramellet’ is recognized by higher
acidity than most tomatoes (> 1 g citric acid 100 ml−1 at open-
field; Table 2), whereas most Italian LSL landraces have lower
values (ca. 0.2–0.4 g citric acid 100 ml−1 at open-field; Table 2). On the contrary, sugar content is lower in ‘de Ramellet’ (ca. 6.0
°Brix) than in most Italian landraces (ca. 7-8 °Brix), (Table 2),
indicating that sugar content has been an important selective
trait in Italian LSL landraces. Reports of acidity and sugar
content for ‘de Penjar’ are similar to ‘de Ramellet’ (Table 2). On the one hand, the variation in fruit quality traits among
LSL landraces denotes that the LSL phenotype is mostly unlinked
to fruit quality attributes, agreeing with the different taste and The variation in fruit quality traits among LSL landraces, and
among reports for the same landrace, may be in part the result of TABLE 4 | Agronomic traits in a selection of 48 ‘de Ramellet’ accessions cultivated outdoors in Mediterranean summer under low irrigation (WW) and water deficit (WD;
see Table 2 for details), at a commercial production field. Yield per plant (total)
WW (% accessions)
WD (% accessions)
<600g
8.3
8.3
600–1,150g
4.2
10.4
1,150–1,700g
8.3
22.9
1,700–2,250g
16.7
16.7
2,250–2,850g
27.1
22.9
2,850–4,000g
22.9
16.7
4,000–6,000g
12.5
2.1
Average yield (g plant–1)
2603.4 ± 178.7
2017.1 ± 145.4
Average % WD vs WW
82.4 ± 4.3 (10–157%)
% acc. WD > WW
29.2% (539–3648 g)
Num. fruits per plant (total)
WW (% accessions)
WD (% accessions)
<25
2.1
10.4
25–50
18.8
18.8
50–75
10.4
22.9
75–100
29.2
22.9
100–150
29.2
22.9
150–200
8.3
0.0
>200
2.1
2.1
Average num. fruits (plant−1)
90.2 ± 6.1
73.6 ± 5.7
Average % WD vs WW
85.5 ± 4.6 (15–168%)
% acc. WD > WW
33.3% (48–235)
Fruit weight (marketable)
WW (% accessions)
WD (% accessions)
<25g
4.2
6.3
25–50g
22.9
20.8
50–70g
56.3
56.3
>70g
16.7
16.7
Average fruit weight (g)
57.4 ± 2.0
54.6 ± 2.4
Average % WD vs WW
101.1 ± 6.0 (31–340%)
% acc. WD > WW
35.4% (43–89 g)
The accession selection represents the highest genetic diversity in the UIB–collection. Variation in Plant Morphology, Agronomic
Traits and Yield Fruit traits include shape categories based on Tomato Analyzer (Brewer et al., 2006), average fruit weight, and
accessions with >50% of fruits intact after 6–month shelf–life (170 days). Plant morphological traits are plant volume (based on two horizontal axes and maximum height), plant habit, and
the number of principal branches. Data from, or recalculated from, Ochogavía et al. (2011) and Bota et al. (2014). January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 14 LSL Landraces for Tomato Improvement Conesa et al. plants grown under different cultivation practices and
environmental conditions, having important effects on fruit
quality (e.g., Kirda et al., 2004; Patanè and Cosentino, 2010;
Casa and Rouphael, 2014; D'Esposito et al., 2017). Cultivation
conditions rendering smaller fruits, like drought stress, are in
general resulting in a ‘concentration’ effect and ‘tastier’ fruits
(Zanor et al., 2009; Panthee et al., 2013; Figàs et al., 2015; Tieman
et al., 2017). Fullana-Pericàs et al. (2019) compared fruit quality
attributes in diverse ‘de Ramellet’ grown under WW and WD
treatments. WD significantly increased sugar content, although
acidity differences between WW and WD were non-significant. Nevertheless, acidity reports for ‘de Ramellet’ in further
experiments have been contrastingly different (Table 2), which
indicates an effect of the environment and agronomical practices
irrespective of, or in combination with, water availability. As
compared to rain-fed conditions, the lower sugar content under
irrigation has also been reported in Italian landraces like ‘Locale
di Salina 6,’ ‘Piennolo Vesuviano’ and ‘Corbarino,’ (Table 2). di Salina 6’ (ca. 3.2 kg plant−1) are not very different to those in
‘de Ramellet’ and ‘de Penjar,’ although fruit number per plant is
dramatically higher in Italian landraces, and often associated to
the smaller fruit size (Table 2). MEDITERRANEAN LSL LANDRACES AS A
RESOURCE FOR IMPROVING TOMATO
CROP IN A CLIMATE CHANGE SCENARIO Most breeding efforts in tomato focused earlier in increasing
yield and biotic stress resistances (Bai and Lindhout, 2007;
Foolad, 2007; Labate and Robertson, 2012; Foolad and
Panthee, 2012; Lin et al., 2014). In the 1980-90 decades there
was also interest in extending fruit shelf-life, seeking for fruits
supporting days-to-weeks export and storage, and having low
shipping and transportation damage (Bai and Lindhout, 2007;
Foolad, 2007; Díez and Nuez, 2008; Arah et al., 2015). More
recently, there has been increasing interest in breeding for
drought tolerance, aiming to adapt the tomato crop to climate
change conditions, since water scarcity will be a main limitation
to yield in important productive areas for tomato like the
Mediterranean basin (Lane and Jarvis, 2007; Rockstrom et al.,
2007; Lobell and Gourdji, 2012; Dwivedi et al., 2016). However,
most of the improvement programs related to extended shelf-life
and drought tolerance involved mutants (e.g., rin, nor; Garg
et al., 2008; Klee and Giovannoni, 2011) and wild tomato species
(e.g., Solanum pennellii; Bolger et al., 2014), respectively. Agricultural biodiversity is a prime resource for novel breeds
adaptation (Lane and Jarvis, 2007; Frison et al., 2011). The vast
majority of LSL landraces are maintained in home-gardens and
orchards for self-consumption, through own selection and seed
storage, with a tight and ancient link to the local gastronomy and
culture (e.g., Andreakis et al., 2004; Siracusa et al., 2012; Bota
et al., 2014; Mercati et al., 2015; Patanè et al., 2016). Changes in
cultural practices and lower interest in agriculture in upcoming
generations leads to a dramatic genetic erosion in landraces
across the Mediterranean (Cebolla-Cornejo et al., 2007;
Terzopoulos and Bebeli, 2008; Mazzucato et al., 2008; Bota
et al., 2014; Cortés-Olmos et al., 2015; Mercati et al., 2015). Consequently, there is urgent need for researchers, breeders,
growers, public managers and policy makers to work
collaboratively towards the characterisation, conservation,
develop protection regulations and revalorisation of
Mediterranean LSL landraces, to preserve this rich local g
p
g
y
Paradoxically, the Mediterranean LSL landraces, with
dramatically extended shelf-life, and selected for centuries
under severe drought conditions, are an almost neglected TABLE 5 | Fruit quality parameters corresponding to ‘de Ramellet’ accessions in Table 3. Variation in Fruit Quality Attributes On the other hand, this
describes a diverse array of quality attributes and fruit
morphologies in the LSL landraces, making those a very rich
resource to improve flavour linked to extended shelf-life. There is also variation in fruit quality traits in the LSL landraces
during postharvest conservation, with decreased sugar content and
titratable acidity, and increased pH and firmness, over six-month
shelf-life in ‘de Ramellet’ (Table 5). Very similar results have been
reported for ‘de Penjar,’ with a general decrease of different sugars
and volatile compounds during conservation, although the profile
for acids was variable (Casals et al., 2015). In both ‘de Ramellet’ and
‘de Penjar,’ most changes occurred during the first two months,
with lower changes afterwards. Trends for firmness showed
variable patterns in ‘de Ramellet,’ with a dramatically increase
during the first two months, followed by a slow decrease
afterwards, globally leading to increased firmness after six
months (Ochogavía et al., 2011; Bota et al., 2014). Flavour has been largely neglected during tomato improvement
and currently many consumers demand tomatoes tasting “like
before.” Notorious efforts are being made to decipher
determinants of tomato flavour and aroma in order to breed for
it in the near future (Brugarolas et al., 2009; Zanor et al., 2009;
Causse et al., 2010; Klee and Tieman, 2013; Tieman et al., 2017). Different from biotic and abiotic resistances, for which wild relatives
have been a key resource (Foolad, 2007), yearned tomato flavour
relies on extant heirloom and landraces (Brugarolas et al., 2009;
Figàs et al., 2015; Baldina et al., 2016; Tieman et al., 2017). In this
regard, preferences for taste are very dependent on the uses and
regions considered and thus, a diverse array of fruit quality traits
must be considered (Causse et al., 2010). Particularly in the
Mediterranean, the large variation observed for LSL landraces in
fruit size, shape and quality attributes, constitute a very suitable
resource to seek for ancient tomato flavour, and as a source to breed
for improved tomato taste. Variation in Fruit Quality Attributes Yield and fruit number are per plant and correspond to total production (i.e., marketable and
damaged), while average fruit weight corresponds only to marketable fruits. In each interval, values correspond to the % of accessions in the WW and WD treatments. The global effect of
WD on each trait is indicated as the average and SE in each treatment (asterisk in WD indicates significant differences between treatments; P < 0.05), the average of the % in WS as
compared to WW (the variation range shown in brackets), and the % of accessions with higher value in WS than in WW (the variation range of such accessions under WD shown in
brackets). Data recalculated from Fullana–Pericàs et al. (2019). 48 ‘de Ramellet’ accessions cultivated outdoors in Mediterranean summer under low irrigation (WW) and water deficit (WD;
duction field The accession selection represents the highest genetic diversity in the UIB–collection. Yield and fruit number are per plant and correspond to total production (i.e., marketable and
damaged), while average fruit weight corresponds only to marketable fruits. In each interval, values correspond to the % of accessions in the WW and WD treatments. The global effect of
WD on each trait is indicated as the average and SE in each treatment (asterisk in WD indicates significant differences between treatments; P < 0.05), the average of the % in WS as
compared to WW (the variation range shown in brackets), and the % of accessions with higher value in WS than in WW (the variation range of such accessions under WD shown in
brackets). Data recalculated from Fullana–Pericàs et al. (2019). January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 15 LSL Landraces for Tomato Improvement Conesa et al. genetic resource for tomato improvement. Unlike many non-
LSL varieties, LSL landraces do not need to be harvested at
breaker stage and finish ripening in chamber-storage to increase
shelf-life. Furthermore, due to the ability to maintain fruits
sound, LSL tomatoes have higher resistance to microbial attack
than most tomatoes, and high cicatrization capacity after damage
on the vine like cracking, which probably enhances microbial
attack prevention (pers. obs.; Figure 6). Thus, the LSL phenotype
is a valuable trait to reduce costs of harvesting and storage
previous to commercialization (Arah et al., 2015). uses across Mediterranean landraces. MEDITERRANEAN LSL LANDRACES AS A
RESOURCE FOR IMPROVING TOMATO
CROP IN A CLIMATE CHANGE SCENARIO Harvest
Max
Min
2 months
6 months
Firmness (kg cm−2)
1.14 ± 0.04a
1.82–2.86
0.19–0.60
1.80 ± 0.03c
1.57 ± 0.04b
Sugar content (°Brix)
5.90 ± 0.06c
7.13–8.75
4.00–5.00
5.48 ± 0.07b
5.10 ± 0.08a
Titratable acidity
(g citric ac. 100 ml−1)
1.48 ± 0.03c
1.95–2.75
0.80–1.00
1.09 ± 0.02b
0.71 ± 0.02a
pH
3.85 ± 0.01a
4.11−4.28
3.27−3.57
4.19 ± 0.01b
4.49 ± 0.02c
Fruit firmness (with penetrometer), sugar content (total soluble solids), titratable acidity and pH are shown at harvest and after two and six months (55 and 170 days, respectively) of
postharvest storage in a ventilated shed at ambient temperature, as frequently performed by self-consumption growers. Values correspond to averages and standard error for all the ‘de
Ramellet’ accessions tested. Letters denote statistically significant differences within each parameter by ANOVA-Tukey (P < 0.001). At harvest time, variation ranges of the 10 accessions
with maximum (Max) and with minimum (Min) values are shown to demonstrate variability in the extremes for each trait. Data from Ochogavía et al. (2011) and Bota et al. (2014). Fruit firmness (with penetrometer), sugar content (total soluble solids), titratable acidity and pH are shown at harvest and after two and six months (55 and 170 days, respectively) of
postharvest storage in a ventilated shed at ambient temperature, as frequently performed by self-consumption growers. Values correspond to averages and standard error for all the ‘de
Ramellet’ accessions tested. Letters denote statistically significant differences within each parameter by ANOVA-Tukey (P < 0.001). At harvest time, variation ranges of the 10 accessions
with maximum (Max) and with minimum (Min) values are shown to demonstrate variability in the extremes for each trait. Data from Ochogavía et al. (2011) and Bota et al. (2014). January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 16 LSL Landraces for Tomato Improvement Conesa et al. FIGURE 6 | Resistance of ‘de Ramallet’ fruits during post-harvest storage. (A) Fruit with slight wrinkling due to water loss six months after harvest. (B) Fruit with
important scarification a month after a microbial attack, showing the zone of attack (left) and the rest of the fruit (right) remaining intact, without wrinkling. (C) Fruit
with an important microbial attack emptying half part of the fruit (left) but not the other part (right) which remains intact. Fruits as in B and C can remain as in the
picture up to 6 months. MEDITERRANEAN LSL LANDRACES AS A
RESOURCE FOR IMPROVING TOMATO
CROP IN A CLIMATE CHANGE SCENARIO (D) Fruit completely dry after suffering a microbial attack during postharvest storage. Notice that the dark part was attacked and that the
clear half of the fruit maintained integrity until complete water loss. The fruit remains as in the picture for decades with no further deterioration. FIGURE 6 | Resistance of ‘de Ramallet’ fruits during post-harvest storage. (A) Fruit with slight wrinkling due to water loss six months after harvest. (B) Fruit with
important scarification a month after a microbial attack, showing the zone of attack (left) and the rest of the fruit (right) remaining intact, without wrinkling. (C) Fruit
with an important microbial attack emptying half part of the fruit (left) but not the other part (right) which remains intact. Fruits as in B and C can remain as in the
picture up to 6 months. (D) Fruit completely dry after suffering a microbial attack during postharvest storage. Notice that the dark part was attacked and that the
clear half of the fruit maintained integrity until complete water loss. The fruit remains as in the picture for decades with no further deterioration. heritage (Zeven, 1998; Camacho-Villa et al., 2005; Negri et al.,
2009; Frison et al., 2011; Elia and Santamaria, 2013; Corrado
et al., 2014; Garcia-Mier et al., 2014; Dwivedi et al., 2016; Casañas
et al., 2017). tomato for fruit quality, shelf-life and cultivation under the
predicted climate change conditions. DATA AVAILABILITY STATEMENT All datasets generated for this study are included in the article. AUTHOR CONTRIBUTIONS The Mediterranean LSL tomatoes are a group of landraces with
dramatically extended fruit shelf-life after harvest, mostly
occurring in Eastern Iberian Peninsula, the Balearic Islands,
and Southern Italy. In these areas, LSL landraces are
commercialized in local markets and are an important part of
the local culture and heritage. Besides extended shelf-life, most
LSL landraces are drought tolerant, as a consequence of ancient
selection under Mediterranean summer conditions with poor
irrigation or rain-fed. Therefore, LSL landraces constitute an
alternative to wild species as a source of genes to improve
drought stress tolerance. Moreover, the large variation in fruit
morphology, fruit quality traits and flavor within and among
landraces makes the LSL landraces an attractive source to breed
for future tomato cultivars with a genetic background conferring
extended shelf-life and drought tolerance. Currently, genetic
erosion is a prime in most Mediterranean LSL landraces and
there is an urgent need to preserve and revalue this important
genetic resource, which has notorious traits suitable to improve MC and JG conceived the idea and the review scheme. MC
drafted the manuscript. All authors did significant contributions
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Oxford University Press). Blanca, J., Montero-Pau, J., Sauvage, C., Bauchet, G., Illa, E., Díez, M. J., et al. (2015). FUNDING This project has received funding from the European Union's
Horizon 2020 research and innovation programme under grant
agreement No 727929 (TOMRES), No 634561 (TRADITOM) and
No 679796 (TomGEM). Research has been also supported by the
Spanish Ministry of Economy and Competitiveness (MINECO)
project AGL2013-42364-R (TOMDRO), and the Government of
the Balearic Islands grants BIA20/07, BIA07/08, BIA09/12 and
AAEE56/2015. MF-P has a pre-doctoral fellowship (FPI/1929/
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potential conflict of interest. Conflict of Interest: The authors declare that the research was conducted in the
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access article distributed under the terms of the Creative Commons Attribution
License (CC BY). The use, distribution or reproduction in other forums is permitted,
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10.1093/dnares/dsx045 January 2020 | Volume 10 | Article 1651 Frontiers in Plant Science | www.frontiersin.org 21
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Embryology and Morphological (Mal)Development of UPJ
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Embryology and Morphological
(Mal)Development of UPJ 1 Division of Pediatric Urology, Department of Pediatric Surgery, Ege University, Izmir, Turkey, 2 Gaziantep Maternity and
Children’s Hospital, Pediatric Urology, Gaziantep, Turkey Kidney parenchyma and collecting system arise from two different embryologic units as
a result of a close interaction between them. Therefore, their congenital abnormalities are
classified together under the same heading named CAKUT (congenital abnormalities of
the kidney and urinary tract). The pathogenesis of CAKUT is thought to be multifactorial. Ureteropelvic junction obstruction (UPJO) is the most common and most investigated
form of CAKUT. Despite years of experimental and clinical research, and the information
gained on the embryogenesis of the kidney; its etiopathogenesis is still unclear. It involves
both genetic and environmental factors. Failure in development of the renal pelvis, failure
in the recanalization of ureteropelvic junction, abnormal pyeloureteral innervation, and
impaired smooth muscle differentiation are the main proposed mechanisms for the
occurrence of UPJO. There are also single gene mutations like AGTR2, BMP4, Id2
proposed in the etiopathogenesis of UPJO. MINI REVIEW MINI REVIEW
published: 07 April 2020
doi: 10.3389/fped.2020.00137 published: 07 April 2020
doi: 10.3389/fped.2020.00137 Edited by: Edited by:
Alberto Parente,
Consultant, Córdoba, Spain Alberto Parente,
Consultant, Córdoba, Spain
Reviewed by:
Huixia Zhou,
Bayi Children’s Hospital, China
Andres Gomez Fraile,
University Hospital October 12, Spain
*Correspondence:
Ali Avanoglu
ali.avanoglu@gmail.com INTRODUCTION Reviewed by:
Huixia Zhou,
Bayi Children’s Hospital, China
Andres Gomez Fraile,
University Hospital October 12, Spain The role of embryology in medical education is often underrated. Even clinicians dealing with
congenital abnormalities consider in-depth knowledge on embryology unnecessary. Studies about
urinary tract obstruction date back to forties (1), but there is still scarce information on how
ureteropelvic junction obstruction (UPJO) develops. We believe, clinicians and embryologists
shall work together to obtain further progress. The aim of this review is to demystify the current
knowledge on the embryo-pathogenesis of UPJO to clinicians to promote future research. *Correspondence:
Ali Avanoglu
ali.avanoglu@gmail.com THE CONCEPT OF CAKUT Specialty section:
This article was submitted to
Pediatric Urology,
a section of the journal
Frontiers in Pediatrics Specialty section:
This article was submitted to
Pediatric Urology,
a section of the journal
Frontiers in Pediatrics Congenital anomalies of the kidney and urinary tract (CAKUT) refer to all the developmental
abnormalities of kidney and ureter (2). The concept of CAKUT is based on the close interaction
of the ureteric bud and metanephric mesenchyme in the development of kidney and ureter. Received: 27 January 2020
Accepted: 11 March 2020
Published: 07 April 2020 The main steps in the formation of the metanephric kidney and ureter are; formation of the
ureteric bud from the Wolffian duct, its dorsal growth into the caudal portion of the nephric cord
and branching of the ureter when it invades the mesenchyme. This appositional growth continues
until the formation of the terminal nephrons in 32nd week in human embryo (3). Keywords: ureteropelvic junction obstruction, embryology, genetics, congenital anomalies of the kidney and
urinary tract, BMP4 THE GENETICS CAKUT is thought to be multifactorial. There are familial cases
with different occurrence, so genetic penetrance is regarded
to be incomplete or variable. Also, there are several single
gene mutations like Id2, PAX2, EYA, AGTR2, BMP4, SOX17,
CHD1L, DSTYK proposed by the experimental and clinical
studies about the etiopathogenesis of UPJO (16–19). However,
mutations in these mostly results in more than one form
of CAKUT. For example, mutant mice has a 3% chance
of developing CAKUT when AGTR2 is inactivated, but it
can be any type and happens randomly within the same
pedigree (2). Miyazaki et al. showed angiotension type 1 lacking mice
failed to develop a renal pelvis (11). They also showed
hypoplastic smooth muscle and lacking peristalsis in the
ureters of mutant mice. Reminding the results of Miyazaki’s
experimental study, Kajbafzadeh et al. showed increased smooth
muscle cell apoptosis and collagen fibers while a decreased
number of nerve terminals in the UPJO specimens compared
to normal ureteropelvic junctions from autopsies (12). These
studies strongly suggest defective muscle and nerve structure
in the site of obstruction, but it is still unknown if these
are the causative changes or the results of the obstruction. Later, Yiee et al. compared intrinsic, and extrinsic cases
focusing on the muscle distribution. Their findings support a
causative role by revealing a different muscle density between
them (13). Among these, Adamts1 and Id2 are reported to lead to
a more restricted phenotype resembling human UPJO (17). Interestingly, the macroscopic morphology of the kidney of the
Id2 knock-out mice even shows the high-insertion of the ureter
into the pelvis (17). BMP4 also has noteworthy features. It has an essential role in
embryonic development shown by the fatality of the homozygous
null mutations. Heterozygous mutation results, on the other
hand, in multiple abnormalities including all types of CAKUT. It is also shown to cause ectopic budding of the ureter (like
Mackie and Stephens described) (20). BMP4’s role may seem
too wide to explain UPJO alone; however, two screening studies
showed its association with UPJO (21, 22). The study from China
revealed BMP4 mutation in three cases with UPJO which were
not apparent in the controls (21). Same study failed to show any
specific mutation in Id2 gene. The other one from Brazil showed Chang et al. generated an animal model of UPJO with
a
mutation
in
a
calcineurin
protein
subunit
(14). Citation: Avanoglu A and Tiryaki S (2020)
Embryology and Morphological
(Mal)Development of UPJ. Front. Pediatr. 8:137. doi: 10.3389/fped.2020.00137 Experimental studies with knock-out mice support this interactive development delivering the
renal parenchymal and ureteric abnormalities together. In fact, most popular theory about this
close interaction by Mackie and Stephens was even earlier than these. They hypothesized that
the association of renal parenchymal abnormalities with vesicoureteral reflux and other ureteric April 2020 | Volume 8 | Article 137 Frontiers in Pediatrics | www.frontiersin.org Embryology of UPJO Avanoglu and Tiryaki abnormalities were the result of initial ectopic budding of the
ureter (4). shape of the pelvis and faulty mesenchyme with abnormal
pyeloureteral peristalsis which they concluded as the cause
of UPJO. CAKUT accounts for one of the most frequent congenital
abnormalities detected by routine fetal sonography (5), but
the spectrum is wide. Ureteropelvic junction obstruction is the
most common form of CAKUT with an estimated incidence of
1/1,000–1,500 (6). Based on the studies about peristalsis, Lye et al. speculated
that peristalsis in the urinary tract becomes more important
in late gestation when the fetus stays upside down and
urine travels against gravity. They concluded that failure of
peristalsis results in a functional obstruction manifested by
hydronephrosis (15). THEORIES ON UPJO PATHOGENESIS In fact, none of the above studies describe the macroscopic
findings of the surgeon which are as follows: mostly there
is narrow but patent lumen, ureter inserts the pelvis in
a level higher than ureter and pelvis first meet, they are
attached to each other between these two levels and there
is fibrotic tissue around. Stephen Koffhas an interesting
idea about this that he never published. He believes UPJO
is a consequence of temporary vesicoureteral reflux during
the fetal life. He says reflux disrupts the position of the
ureter and UPJ, and then pelvic drainage. When this lasts
long enough, it results in inflammation and the fibrotic
attachments around and UPJO becomes permanent (Koff,
personal communication). The first theory was obliteration-recanalization by Ruano-
Gil and Tejedo-Mateu which they raised on their findings
on 45 normal human embryos of 5–55 mm (7). They said
the ureter becomes obstructed beginning when the fetus
is
14 mm,
this
process
starts
in
the
middle
zone
and
progresses to the entire lumen, and then recanalization occurs
after the fetus is 22 mm (7). Later, Alcaraz et al. also
supported the existence of an obstructive phenomena of the
ureter with their study on human and rat embryos (8);
however, showed that this obstruction site didn’t reach the
ureteropelvic junction. After that, obstruction-recanalization
theory to explain UPJO was abandoned by the majority. Also others think this obstruction phenomenon can only
be the collapse of the ureter before the passage of the
urine (2). Despite
the
above
theories
and
two
very
interesting
speculations,
further
studies
are
still
required
to
reveal
etiopathogenesis of UPJO. Other early studies about the subject were pathological
analyses of the specimens with UPJO. They all noted the changes
in the ureteropelvic junction (UPJ) without attribution to the
etiology (9). Zhang et al. were also researchers who analyzed
UPJO specimens. They showed that UPJs were thicker with
enlarged muscularis propria, increased perifascicular fibrosis
and inflammation in cases with intrinsic UPJO (10). They
also couldn’t make a statement whether these changes were
causative but showed that they were not apparent in the
extrinsic cases. Frontiers in Pediatrics | www.frontiersin.org REFERENCES 14. Chang CP, McDill BW, Neilson JR, Joist HE, Epstein JA, Crabtree GR, et al. Calcineurin is required in urinary tract mesenchyme for the development
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Press (1987). p. 13–8. 17. Aoki Y,
Mori S, Kitajima
K, Yokoyama
O, Kanamura
H,
Okada
K,
et
al. Id2
haploinsufficiency
in
mice
leads
to
congenital
hydronephrosis resembling that in humans. Genes Cells. (2004) 9:1287–96. doi: 10.1111/j.1365-2443.2004.00805.x 4. Mackie
GG,
Stephens
FD. Duplex
kidneys:
a
correlation
of
renal
dysplasia with position of the ureteral orifice. J Urol. (1975) 114:274–80. doi: 10.1016/S0022-5347(17)67007-1 5. Caiulo VA, Caiulo S, Gargasole C, Chiriacò G, Latini G, Cataldi L, et al. Ultrasound mass screening for congenital anomalies of the kidney and urinary
tract. Pediatr Nephrol. (2012) 27:949–53. doi: 10.1007/s00467-011-2098-0 18. Yerkes E, Nishimura H, Miyazaki Y, Tsuchida S, Brock JW, Ichikawa I. Role of angiotensin in the congenital anomalies of the kidney and urinary
tract in the mouse and the human. Kidney Int Suppl. (1998) 54:75–7. doi: 10.1046/j.1523-1755.1998.06715.x 5. Caiulo VA, Caiulo S, Gargasole C, Chiriacò G, Latini G, Cataldi L, et al. Ultrasound mass screening for congenital anomalies of the kidney and urinary
tract. Pediatr Nephrol. (2012) 27:949–53. doi: 10.1007/s00467-011-2098-0 6. Klein J, Gonzalez J, Miravete M, Caubet C, Chaaya R, Decramer
S,
et
al. Congenital
ureteropelvic
junction
obstruction:
human
disease
and
animal
models. Int
J
Exp
Pathol. (2011)
92:168–92. doi: 10.1111/j.1365-2613.2010.00727.x 19. Vivante A, Kohl S, Hwang DY, Dworschak GC, Hildebrandt F. Single-gene
causes of congenital anomalies of the kidney and urinary tract (CAKUT) in
humans. Pediatr Nephrol. (2014) 29:695–704. doi: 10.1007/s00467-013-2684-4 7. Ruano Gil D, Coca Payeras A, Tejedo Mateu A. THE GENETICS The
mutant mice had abnormal renal mesenchyme and lack
of a funnel-shaped ureteropelvic junction. They showed no
abnormality in the nerve distribution. They correlated abnormal April 2020 | Volume 8 | Article 137 2 Avanoglu and Tiryaki Embryology of UPJO the association of BMP4 mutation with UPJO and multicystic
dysplastic kidney (22). Despite years of clinical and experimental research, there is
no solid theory or genetic mutation to explain this frequent
abnormality yet. Despite promising results of these papers, data to acknowledge
a causative role of any gene is still lacking. CONCLUSION AA and ST contributed to the literature search and drafting the
manuscript of this review. The etiopathogenesis and impacts of ureteropelvic junction
obstruction has long been an interesting area for researchers. REFERENCES Obstruction and normal
recanalization of the ureter in the human embryo. its relation to congenital
ureteric obstruction. Eur Urol. (1975) 1:287–93. 20. Miyazaki
Y,
Ichikawa
I. Ontogeny
of
congenital
anomalies
of
the
kidney and urinary tract, CAKUT. Pediatr
Int. (2003) 45:598–604. doi: 10.1046/j.1442-200X.2003.01777.x 21. He JL, Liu JH, Liu F, Tan P, Lin T, Le XL. Mutation screening of BMP4
and Id2 genes in Chinese patients with congenital ureteropelvic junction
obstruction. Eur J Pediatr. (2012) 171:451–456. doi: 10.1007/s00431-011-
1561-z 8. Alcaraz A, Vinaixa F, Tejedo-Mateu A, Fores M, Gotzens V, Mestres C, et al. Obstruction and recanalization of the Ureter during embryonic development. J Urol. (1991) 145:410–6. doi: 10.1016/S0022-5347(17)38354-4 9. Starr NT, Maizels M, Chou P, Brannigan R, Shapiro E. Microanatomy and
morphometry of the hydronephrotic obstructed renal pelvis in asyptomatic
infants. J Urol. (1992) 148:519–24. doi: 10.1016/S0022-5347(17)36643-0 22. Reis GS Dos, Simões E Silva AC, Freitas IS, Heilbuth TR, Marco LA De,
Oliveira EA, et al. Study of the association between the BMP4 gene and
congenital anomalies of the kidney and urinary tract. J Pediatr. (2014) 90:58–
64. doi: 10.1016/j.jped.2013.06.004 10. Zhang PL, Peters CA, Rosen S. Ureteropelvic junction obstruction:
morphological and clinical studies. Pediatr Nephrol. (2000) 14:820–6. doi: 10.1007/s004679900240 11. Miyazaki Y, Tsuchida S, Nishimura H, Pope JC IV, Harris RC, McKanna
JM, et al. Angiotensin induces the urinary peristaltic machinery during the
perinatal period. J Clin Invest. (1998) 102:1489–97. doi: 10.1172/JCI4401 Conflict of Interest: The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be construed as a
potential conflict of interest. 12. Kajbafzadeh AM, Payabvash S, Salmasi AH, Monajemzadeh M, Tavangar
SM. Smooth muscle cell apoptosis and defective neural development in
congenital ureteropelvic junction obstruction. J Urol. (2006) 176:718–23. doi: 10.1016/j.juro.2006.03.041 Copyright © 2020 Avanoglu and Tiryaki. This is an open-access article distributed
under the terms of the Creative Commons Attribution License (CC BY). The use,
distribution or reproduction in other forums is permitted, provided the original
author(s) and the copyright owner(s) are credited and that the original publication
in this journal is cited, in accordance with accepted academic practice. No use,
distribution or reproduction is permitted which does not comply with these terms. 13. Yiee JH, Johnson-Welch S, Baker LA, Wilcox DT. Histologic differences
between extrinsic and intrinsic ureteropelvic junction obstruction. Urology. (2010) 76:181–4. Frontiers in Pediatrics | www.frontiersin.org REFERENCES doi: 10.1016/j.urology.2010.02.007 April 2020 | Volume 8 | Article 137 Frontiers in Pediatrics | www.frontiersin.org 3
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Retroperitoneal hematoma from lumbar artery as an unusual complication after rectal perforation with massive retroperitoneal emphysema
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Journal of surgical case reports
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Takashi Miyata1,*, Yuta Fujiwara1, Koji Nishijima1, Fumio Futagami1,
Takashi Nakamura1, Takahisa Yamaguchi2, Koichi Okamoto2,
Isamu Makino2, Tomoharu Miyashita2, and Tetsuo Ohta2 Takashi Miyata1,*, Yuta Fujiwara1, Koji Nishijima1, Fumio Futagami1,
Takashi Nakamura1, Takahisa Yamaguchi2, Koichi Okamoto2,
Isamu Makino2, Tomoharu Miyashita2, and Tetsuo Ohta2 1Department of Surgery, Japanese Red Cross Kanazawa Hospital, Kanazawa, Ishikawa 9218162, Japan and
2Department of Gastroenterological Surgery, Division of Cancer Medicine Graduate School of Medicine,
Kanazawa University, Kanazawa, Ishikawa 9208641, Japan *Correspondence address. Department of General and Digestive Surgery, Kanazawa Medical University Hospital, 1-1 Daigaku, Uchinada, Kahoku,
Ishikawa 9200293, Japan. Tel: +81-76-286-2211; Fax: +81-76-286-4626; E-mail: ryutami5383917@gmail.com INTRODUCTION the case of spontaneous retroperitoneal hematoma occurring
in a woman with adult Still’s disease undergoing high-dose
steroid and cyclosporine therapy who was precisely diagnosed
and successfully treated. the case of spontaneous retroperitoneal hematoma occurring
in a woman with adult Still’s disease undergoing high-dose
steroid and cyclosporine therapy who was precisely diagnosed
and successfully treated. Retroperitoneal hematoma is a rare clinical entity that can be
fatal and requires rapid treatment for patient survival [1]. It is
frequently seen with a complication such as femoral artery
catheterization, pelvic or lumbar trauma, rupture of aneur-
ysms, or anticoagulation therapy [2, 3]. However, retroperiton-
eal
hematoma
caused
by
postoperative
peritonitis
with
retroperitoneal emphysema is extremely rare. We herein report Abstract The patient was a 54-year-old woman diagnosed with adult Still’s disease, undergoing high-dose steroid and immunosup-
pressant therapy for 5 years, who was admitted to our hospital with abdominal pain. Computed tomography (CT) revealed
pneumoperitoneum around the rectum and a large quantity of retroperitonal emphysema around the inferior vena cava,
aorta and left kidney. An emergency laparotomy was performed. Intraoperative observation revealed a perforation on the
mesenteric side of the rectum due to diverticulum, and Hartmann’s operation was performed. Deep tenderness and anemia
were observed 4 days postoperatively. CT revealed extravasation in the left retroperitoneal space and a retroperitoneal
hematoma, and emergency embolization of lumbar arteries was performed. Retroperitoneal bleeding associated with peri-
tonitis after surgery is very rare. We surmised that higher-dose immunosuppressive therapy and gastrointestinal perfor-
ation with emphysema in the retroperitoneum induced lumbar artery bleeding. Clinicians should consider these factors as a
potential cause of retroperitoneal hematoma. Journal of Surgical Case Reports, 2018;12, 1–4 Journal of Surgical Case Reports, 2018;12, 1–4 doi: 10.1093/jscr/rjy332
Case Report doi: 10.1093/jscr/rjy332
Case Report doi: 10.1093/jscr/rjy332
Case Report p
Published by Oxford University Press and JSCR Publishing Ltd. All rights reserved. © The Author(s) 2018.
This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/),
which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited. Received: October 22, 2018. Accepted: November 14, 2018 CASE REPORT A
second emergency laparotomy was performed, which revealed
cecal perforation with no obvious masses (Fig. 5b). Perforation
resulting from diverticulum was suspected, and an ileostomy
without intraperitoneal anastomosis was performed because of
concern about anastomotic leakage. Postoperatively the patient
developed an intra-abdominal abscess, surgical site infection
(Clavien-Dindo IIIa) and pneumonia (Clavien-Dindo II), which
were treated conservatively. Although it took time to rehabili-
tate the patient and control the adult Still’s disease, she was
discharged on Day 212 after the first operation. The patient is
now doing well with comfortable activity of daily life. Figure 2: Laparotomy revealed the peritoneal fluid collection. seen as a complication of interventions such as femoral artery
catheterizations and pelvic or lumbar trauma [2]. In this report,
we present an extremely rare case of retroperitoneal hema-
toma after surgery of rectal perforation with peritonitis. Two
clinical circumstances, pneumoretroperitoneum and immuno-
suppressive therapy, were potential etiologic factors leading to
retroperitoneal hematoma. Pneumoretroperitoneum caused by colonic retroperitoneal
perforation is a rare clinical condition, the most common cause
of which is diverticular disease [4]. Colonic retroperitoneal per-
foration leads to the spread of abscess, gas and necrosis along
the retroperitoneum, occasionally extending to the mediasti-
num. The proposed surgical procedure for this condition is
colonic resection and radical debridement [4]. To the best of
our knowledge, however, there have been no reports in the
English literature of the postoperative complication of retro-
peritoneal hematoma associated with pneumoretroperitoneum
caused by colonic retroperitoneal perforation. CASE REPORT A 54-year-old woman was referred to our hospital because of
abdominal pain. She had a history of adult Still’s disease at age Received: October 22, 2018. Accepted: November 14, 2018
Published by Oxford University Press and JSCR Publishing Ltd. All rights reserved. © The Author(s) 2018. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/),
which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited. 1 2
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T. Miyata et al. 2 Figure 1: (a) Enhanced abdominal CT showed free air around the rectum (yellow arrow), and strongly suggested perforation of the rectum. (b) Massive continuous
pneumoretroperitoneum from rectum was revealed (yellow arrows). Figure 1: (a) Enhanced abdominal CT showed free air around the rectum (yellow arrow), and strongly suggested perforation of the rectum. (b) Massive continuous
pneumoretroperitoneum from rectum was revealed (yellow arrows). Figure 2: Laparotomy revealed the peritoneal fluid collection. 49 and underwent treatment with oral prednisolone, 90 mg/day
and cyclosporine, 175 mg/day. A physical examination revealed
deep tenderness in the abdomen. Laboratory data showed
slight leukocytosis (white blood cell count 9100/μL) with a mod-
erately elevated C-reactive protein level (9.3 mg/dL), while other
data, including blood coagulation factor, were within normal
ranges. Computed tomography (CT) revealed a small amount of
extra-intestinal free air around the rectum and massive retro-
peritoneal emphysema between the rectum and the left kidney
(Fig. 1a and b). Arterial aneurysm was not confirmed. Based on
a preoperative diagnosis of rectal perforation, emergency lapar-
otomy was performed, which confirmed peritoneal fluid collec-
tion (Fig. 2) and rectum perforation on the retroperitoneal side. After aspiration of the pus and irrigation of the area with
saline, Hartmann’s operation was performed (Fig. 3a). Although
she was undergoing immunosuppressive treatment, patho-
logical study disclosed no association between diverticulum
perforation and cytomegalovirus enteritis (Fig. 3b). On post-
operative Day 4, she suffered a sudden intolerable left flank
pain; her hemoglobin level was 7.5 g/dL, and slight prolongation
of prothrombin time was recognized. CT revealed a left retro-
peritoneal hematoma and extravasation from the left first lum-
bar arteries (Fig. 4a). Emergency transarterial angiography and
lumbar artery embolization was performed (Fig. 4b). On Day 20
after the first operation the patient felt a sudden right flank
pain, and CT confirmed intra-abdominal free air (Fig. 5a). DISCUSSION The association between steroid use and gastrointestinal
ulceration or perforation is now well established. Chronic high-
dose steroid treatment has been related to decline of some cell- Retroperitoneal hematoma is a well-known, but rare, clinical
condition that can be potentially lethal [1]. It is most frequently Retroperitoneal hematoma after surgery for rectal perforation
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3 Retroperitoneal hematoma after surgery for rectal perforation
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3 gure 3: (a) The resected specimen showed perforation at the rectum (red arrow), and diverticulitis was apparent (yellow arrows). (b) A photomicrograph showed
verticulum perforation over the posterior wall of the rectum (red arrow). Figure 3: (a) The resected specimen showed perforation at the rectum (red arrow), and diverticulitis was apparent (yellow arrows). (b) A photomicrograph showed
diverticulum perforation over the posterior wall of the rectum (red arrow). Figure 3: (a) The resected specimen showed perforation at the rectum (red arrow), and diverticulitis was apparent (yellow arrows). (b) A photomicrograph showed
diverticulum perforation over the posterior wall of the rectum (red arrow). Figure 3: (a) The resected specimen showed perforation at the rectum (red arrow), and diverticulitis was apparent (yellow arrows). (b) A photomicrograph showed
diverticulum perforation over the posterior wall of the rectum (red arrow). Figure 4: (a) Contrast extravasation from lumbar artery and hematoma expansion lifting the left kidney was identified (yellow arrow). (b) Angiography revealed
extravasation of contrast medium (red arrow) from the left first lumbar artery (yellow arrow). Figure 4: (a) Contrast extravasation from lumbar artery and hematoma expansion lifting the left kidney was identified (yellow arrow). (b) Angiography revealed
extravasation of contrast medium (red arrow) from the left first lumbar artery (yellow arrow). a short period. Although the immunosuppressive therapy must
be considered as potentially inducing the event, thus far there
have been no reports of retroperitoneal hematoma associated
with immunosuppressive therapy for adult Still’s disease. mediated lymphocyte functions, suppression of bactericidal activ-
ities of neutrophils and fragility of tissue [5]. The present patient,
who had adult Still’s disease, had been taking high-dose steroids
for a long time, and gastrointestinal perforation occurred twice in mediated lymphocyte functions, suppression of bactericidal activ-
ities of neutrophils and fragility of tissue [5]. The present patient,
who had adult Still’s disease, had been taking high-dose steroids
for a long time, and gastrointestinal perforation occurred twice in mediated lymphocyte functions, suppression of bactericidal activ-
ities of neutrophils and fragility of tissue [5]. CONSENT The patient discussed in this case report provided her informed
consent for publishing the information in this report. The patient discussed in this case report provided her informed
consent for publishing the information in this report. REFERENCES In conclusion, despite not finding any obvious cause of
bleeding, we experienced an extremely rare case of retroperi-
toneal hematoma after surgery for colonic perforation of the
rectum with retroperitoneal emphysema in a woman undergo-
ing chronic high-dose immunosuppressive therapy for adult
Still’s disease. Retroperitoneal bleeding should be suspected,
and early treatment may be essential for improved prognosis
when patients receiving a higher dose of immunosuppressants
present with abdominal pain. 1. Estivill
Palleja
X,
Domingo
P,
Fontcuberta
J,
Felez
J. Spontaneous retroperitoneal hemorrhage during oral anti-
coagulant therapy. Arch Intern Med 1985;145:1531–4. 1. Estivill
Palleja
X,
Domingo
P,
Fontcuberta
J,
Felez
J. Spontaneous retroperitoneal hemorrhage during oral anti-
coagulant therapy. Arch Intern Med 1985;145:1531–4. 2. Pode D, Caine M. Spontaneous retroperitoneal hemorrhage. J Urol 1992;147:311–8. 3. Chan YC, Morales JP, Reidy JF, Taylor PR. Management of
spontaneous and iatrogenic retroperitoneal haemorrhage:
conservative
management,
endovascular
intervention
or
open surgery? Int J Clin Pract 2008;62:1604–13. 4. Montori G, Di Giovanni G, Mzoughi Z, Angot C, Al Samman S,
Solaini L, et al. Pneumoretroperitoneum and pneumomediasti-
num revealing a left colon perforation. Int Surg 2015;100:984–8. 4. Montori G, Di Giovanni G, Mzoughi Z, Angot C, Al Samman S,
Solaini L, et al. Pneumoretroperitoneum and pneumomediasti-
num revealing a left colon perforation. Int Surg 2015;100:984–8. FUNDING In general, the pathophysiology of spontaneous retroperi-
toneal bleeding is yet to be determined. It has been hypothe-
sized that diffused occult vasculopathy and minor trauma in
the microcirculation in the retroperitoneum may give rise to
fragility and proneness to rupture [6]. Others have suggested
that anticoagulation-induced immune microangiopathy may
be responsible [7]. In this case, drainage of the abscess in the
retroperitoneal space, vascular tissue weakness caused by
chronic high-dose immunosuppressants, and anticoagulation
resulting from peritonitis were considered the inciting factors
leading to spontaneous retroperitoneal bleeds. No authors have direct or indirect commercial and financial
incentives associated with publication of the article. No authors have direct or indirect commercial and financial
incentives associated with publication of the article. DISCUSSION The present patient,
who had adult Still’s disease, had been taking high-dose steroids
for a long time, and gastrointestinal perforation occurred twice in 4
|
T. Miyata et al. Figure 5: (a) CT showed free air around the right lateral region (yellow arrows). (b) Intraoperative findings showed perforation of the cecum with no obvious masses
(yellow arrow). Figure 5: (a) CT showed free air around the right lateral region (yellow arrows). (b) Intraoperative findings showed perforation of the cecum with no obvious masses
(yellow arrow). ACKNOWLEDGEMENTS We
thank
Hugh
McGonigle,
from
Edanz
Group
(www. edanzediting.com/ac), for editing a draft of the article. 5. ReMine SG, McIlrath DC. Bowel perforation in steroid treated
patients. Ann Surg 1980;192:581–6. 5. ReMine SG, McIlrath DC. Bowel perforation in steroid treated
patients. Ann Surg 1980;192:581–6. 6. Torres GM, Cernigliaro JG, Abbitt PL, Mergo PJ, Hellein VF,
Fernandez S, et al. Iliopsoas compartment: normal anatomy
and pathologic processes. Radiographics 1995;15:1285–97. 6. Torres GM, Cernigliaro JG, Abbitt PL, Mergo PJ, Hellein VF,
Fernandez S, et al. Iliopsoas compartment: normal anatomy
and pathologic processes. Radiographics 1995;15:1285–97. CONFLICT OF INTEREST STATEMENT 7. McCort JJ. Intraperitoneal and retroperitoneal hemorrhage. Radiol Clin North Am 1976;14:391–405. 7. McCort JJ. Intraperitoneal and retroperitoneal hemorrhage. Radiol Clin North Am 1976;14:391–405. The authors declare no conflicts of interest.
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English
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For a general theoretical unified axiomatic reduction of the natural spaces
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Revista Brasileira de Sociologia do Direito
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Revista Brasileira de Sociologia do Direito Revista Brasileira de Sociologia do Direito 1 Emeritus Full Professor Dr. of Sociology of Law at the Federal University of Pernambuco, Recife. Founder Full
Professor Dr. of Sociology of Law at the Catholic University of Pernambuco, Recife, initiating the teaching and
research of Sociology of Law in Brazil. Ex-Professor of the discipline “Man and Ethos” in the Master Course in
Philosophy of the Federal University of Pernambuco. Associated with Prof. Dr. Solange Souto, he was Professor
of Scientific Methodology in the Integrated Teaching of the Faculty of Medicine, Federal University of
Pernambuco, Recife. Dr. in Social Sciences (Dr. rer. soc.) by the Faculty of Sociology of the University of
Bielefeld, Germany. Doctoral thesis on General Sociological Theory entitled Most General Scientific Foundations
of the Social. Ex-Chief-Researcher of the Federal University of Pernambuco. 1-A Researcher of the National
Council of Scientific and Technological Development (CNPQ) and consultant of this organ. Fulbright Researcher
in the United States, where he was Visiting Research Fellow in the Southwestern Legal Center (Dallas) and
Visiting Research Scholar of the Graduate Faculties of the Columbia University (New York). Visiting Professor of
the University of Cologne (Köln, Germany) in a program of the Alexander von Humboldt Foundation. Visiting
Professor of the Center for Interdisciplinary Research of the University of Bielefeld. This is an expanded English version of the article originally published in volume 5, issue 3 of this journal. Palavras-chave: Campos. Teoria axiomática unificada.
Postulados. Teoremas. Keywords: Fields. Axiomatic unified theory. Postulates.
Theorems. 1 INTRODUCTION At the end of his career, Albert Einstein was pursuing a dream far more ambitious
than the theory of relativity. He was trying to find an equation that explained all
physical reality - a theory of everything. He failed, but others have taken up the
challenge in a remarkable quest that is shedding light on unsuspected secrets of
the cosmos. It is the dream of a theory of everything through Newton, Maxwell, Einstein,
Bohr, Schrödinger, Feynman, Gell-Mann, Weinberg, and other great physicists,
charting their progress toward an all-embracing, unifying theory. (…) toward an
ultimate, as-yet-unfinished masterpiece.” The Theory of Everything: The Quest to Explain All Reality [Audiobook]
By Dr. Don Lincoln (Author, Narrator), Experimental physicist,
Fermi National Accelerator Laboratory The Theory of Everything: The Quest to Explain All Reality [Audiobook]
By Dr. Don Lincoln (Author, Narrator), Experimental physicist,
Fermi National Accelerator Laboratory The Theory of Everything: The Quest to Explain All Reality [Audiobook]
By Dr. Don Lincoln (Author, Narrator), Experimental physicist,
Fermi National Accelerator Laboratory However -- the present author must say -- “everything” or “all” (HAWKING, 2010) is
not restricted to the domain of physics, or to any other specific domain of human
knowledge. The present study is a modest attempt to include, by theoretical reduction, all
scientifically cognizable reality: the physical, mental and social fields (spaces). It is here initially suggested that there is no real separation of the physical, mental
and social fields, a factor that should facilitate a unified theory of these fields. The usual
separation is thus a mere abstraction, not a reality. And the idea of a continuous
interaction between nature and the human being approximates the obvious. Moreover,
nature is the ambiental space where the human mental and social interactive with nature
occurs. It is necessary to be attentive that nature – be it terrestrial or already primordially
cosmic – is in the human and in his or her exterior, forming his or her environment. Therefore, the physical space (nature) will be a constant along the postulates and theorems
of the present study. The spatial reach is magnificent because it is already initially cosmic. The physical, mental and social spaces present a progressive complexity from the
physical space on, and there is a maximum of complexity in the mental and social spaces,
above all in the social space, which is a derivation of the mental one. ■■■ ■■■ FOR A GENERAL THEORETICAL
UNIFIED AXIOMATIC REDUCTION
OF THE NATURAL SPACES
PARA UMA REDUÇÃO AXIOMÁTICA UNIFICADA
TEÓRICA GERAL DOS ESPAÇOS NATURAIS Cláudio Fernando da Silva Souto1 RESUMO: Este estudo introduz uma teoria unificada de
máxima amplitude. Seu desenvolvimento repousa na
pressuposição factual de que os espaços (campos) físicos,
mentais e sociais são inseparáveis e são apenas separáveis
pela abstração. Essa suposição facilita a formulação dessa
teoria
dos
espaços
unificada
aparentemente
sem
precedentes. Cinco postulados (ou axiomas) são induzidos
da realidade e 23 teoremas são deduzidos dos postulados. Todas as proposições devem ser confirmadas ou
confir
veis
má
por pesquisa empírica. É importante ressaltar
que há um máximo de complexidade nos espaços mental e
social, sobretudo no espaço social, que é uma derivação do
mental. A teoria apresentada é determinista e, como tal,
não abandona o terreno da probabilidade, no máximo é
apenas altamente provável. ABSTRACT: This study introduces a unified theory of
utmost amplitude. Its development rests on the factual
presupposition that the physical, mental and social spaces
(fields) are inseparable and are only separable by
abstraction. This assumption facilitates the formulation of
this apparently without precedent unified theory of
spaces. Five postulates (or axioms) are induced from
reality and 23 theorems are deduced from the postulates. All propositions must be confirmed or may be confirmed
by empirical research. Importantly, there is a maximum of
complexity in the mental and social spaces, above all in
the social space, which is a derivation from the mental
one. The presented theory is deterministic and, as such,
does not abandon the terrain of probability, at the utmost
is only highly probable. ABSTRACT: This study introduces a unified theory of
utmost amplitude. Its development rests on the factual
presupposition that the physical, mental and social spaces
(fields) are inseparable and are only separable by
abstraction. This assumption facilitates the formulation of
this apparently without precedent unified theory of
spaces. Five postulates (or axioms) are induced from
reality and 23 theorems are deduced from the postulates. All propositions must be confirmed or may be confirmed
by empirical research. Importantly, there is a maximum of
complexity in the mental and social spaces, above all in
the social space, which is a derivation from the mental
one. The presented theory is deterministic and, as such,
does not abandon the terrain of probability, at the utmost
is only highly probable. Palavras-chave: Campos. Teoria axiomática unificada. Postulados. Teoremas. Keywords: Fields. Axiomatic unified theory. Postulates. Theorems. 2 Cláudio Fernando da Silva Souto 1 INTRODUCTION Thence the general
theoretical unified reduction of these spaces do not exceed an only tentative stage. Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 It is worthy of note that not even in Physics, whose object, although complex, is less
complex, it was achieved a unified theory of its fields (SOUTO, 2006). Already Schenberg observed that “generally speaking our intuition (…) is the
intuition of the world that more or less corresponds to that one of Newtonian physics, not
to the relativistic physics and still less to the quantic mechanics” (SCHENBERG, 1985, p. 143). Perhaps this is so because our intuition has the presentiment of a fundamental unity
subjacent to the specificities. 2 POSTULATES 1. In the physical, mental and social spaces (fields), the more energy and the less
distance, the more attraction. 1. In the physical, mental and social spaces (fields), the more energy and the less
distance, the more attraction. 2. In the physical, mental and social spaces (fields), attraction varies in the direct
reason of affinity and in the inverse reason of distance. 3. In the physical, mental and social spaces (fields), the less distance the more
attraction and repulsion. 4. In the physical, mental and social spaces, since these fields are separable only by
abstraction, the equilibrium in each one of these fields (spaces) always causes equilibrium
in the other two fields, and the disequilibrium in each one of these fields (spaces) always
causes disequilibrium in the other two fields. 5. In the physical, mental and social spaces (fields), the larger the idea of similarity,
the larger the agreeableness, and the feeling of agreeableness, or of preponderant
agreeableness in face of something, always causes approximation or a resultant of
approximation towards this something, with emission of energy of equilibrating (cohesive,
integrative) mental waves. Inversely, the larger the idea of dissimilarity, the larger the
disagreeableness,
and
the
feeling
of
disagreeableness,
or
of
preponderant
disagreeableness in face of something, always causes, respectively, separation or a
resultant of separation towards this something, with emission of energy of disequilibrating
(discohesive, desintegrative) mental waves. Cláudio Fernando da Silva Souto 3 CLEARING UP 3 CLEARING UP Concerning the second postulate, we as yet do not have scientific data about the
velocity of the human thought, presumably greater than the velocity of light – data that
would make possible a satisfactory quantification of the unified proposition. It is still for
notice that affinity is object of study of both Chemistry and Physics. The quantic physicist David Bohm warns that “(…) if we were more rapid than light
(…) our atoms would be dispersed and we would fall into pieces” (BOHM, 1988, p. 122). However here it is not the case that our bodies move quicker than the light, but only it is
referred the possibility that a human mental emission be more rapid than the light. It
seems clear that by the reference to velocity of thought the obvious mention is to a
possible radiant energy not confined to the space of cerebral neurons. Regarding quantification, it is noteworthy Einstein’s classical thinking, according to
which “in so far as mathematical propositions refer to reality, they are not exact (“sicher”),
and in so far as they are exact, they do not refer to reality.” (EINSTEIN apud ALDRUP, 1977,
p. 174). In any branch of knowledge, the difficult mission of the theoretician is to proceed
beyond the academically usual. In the mere repetition, or in the merely formal, be it logical
or mathematical, is not created a content of knowledge. In a similar way, Lakshmikantham et al., in their study “The Hybrid Grand Unified
Theory”, state: “to solve long standing unsolved problems, to resolve unanswered
questions and unsettled issues of physics, mathematical modeling is inadequate. We need
qualitative modeling, which is the complement of mathematical modeling”. Moreover
“mathematical models they can only describe the behavior of a physical system but cannot
explain their behavior” (2009, p. 44; 90). It is also noteworthy that Newton asks tolerance for his work, since he was
exploring a so difficult subject (Newton, final of the Preface, first edition of the Principia). In the present theoretical construction, the postulate 5 represents the maximum of
complexity. And in this postulate, the mental is represented by idea and feeling, being
implicit the will, the motor of action. Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 3 CLEARING UP 2019 Present science is orientated by humility. Physics, the more developed human
science, affirms itself indeterminate, inexact, uncertain, even in its deterministic
propositions, that are only highly probable (HEISENBERG, 1958, 1986). Even so Einstein states: “I still believe in the possibility of a model of reality – that is
to say, of a theory which represents things themselves and not merely the probability of
their occurrence.” (EINSTEIN, 1954, p. 276). Nevertheless, the real and the only probable are inseparable in the present stage of
substantive science. It must be observed that the high probability in science (even in the deterministic
construction of Physics) pays the price of approximation. of evidence. As in the Newton’s
classical law of the universal gravitation. At bottom there is a tendency to the obvious: the
more the mass and the less the distance, the more the attraction. Or in the important
equation of energy by Einstein, in which remains the tendency to the obvious: the energy
would vary in the direct reason of mass and velocity. The far-famed Einstein’s equation of energy, if refers to light, does not present the
greater dematerialization of referring to the human thought, energetic modality
presumably more subtle and more rapid. It seems to exist a growing “dematerialization” of nature that goes from the
attraction of masses passing by the attraction and repulsion of electricity, until the
sophistication of the mental and social in refined movements of approximation and
separation -- for here is the human mental and social in a greater complexity and with
greater wealth of nuances. The human mind has as infra-structures the physical- chemical
and the organic but is a new and more subtle reality. However, in spite of this subtlety, the
mental and the social are explicable, as all seems to indicate, by a theoretical deterministic
simplicity. It seems also undeniable that thought is an energetic modality that is part of nature
and, as such, would deserve a rigorous scientific consideration. However, alluding to
Psychology itself, Hofstätter affirms that “our science still waits its Newton” (HOFSTÄTTER,
1981, p. 5). Cláudio Fernando da Silva Souto Cláudio Fernando da Silva Souto It seems even possible a more general unified theoretical explanation, because
referred to the behavior of superior animals (SOUTO, 1990; SOUTO, 1991, p. 303-309;
SOUTO, 2000, p. 138-146). 3 CLEARING UP All this is not astonishing: for Newton, nature is satisfied with simplicity and dislikes
the pomp of superfluous causes (NEWTON, 1955, p. 270). In the present article 23 theorems are deduced from the postulates. Other
theorems are deducible. It is known that the theoretical scientific activity reaches its maximum of rigor in the
axiomatic construction. But the word “always”, implicit or explicit, in the construction of
deterministic postulates, means only a high degree of probability. Reichenbach affirmed classically that, rigorously speaking, we cannot state nothing
about reality, whose validity may be affirmed with more than probability. (REICHENBACH,
1949, p. 10). The axioms or postulates are obtained by induction of the concrete particular and
from them less general propositions, the theorems, are deducible, theorems that would be
explained by the postulates. According to the scientific protocol of the rigorous theoretical axiomatic
construction, no postulate is deduced from other postulates and the postulates are
necessarily in small number. All propositions must be confirmed or may be confirmed by
empirical research. For preparatory antecedents of the present construction, Cláudio Souto, 1984,
1986, 1987, 1988, 2002, 2006, 2015, 2018 (all these bibliographical references). 4 THEOREMS 1. (Ceteris paribus), in the physical, mental and social spaces, the less space, the less
time, and the more space, the more time. 2. In the physical, mental and social spaces, the larger the idea of similarity in the
interactive system (and consequently the larger the agreeableness of feeling), the more
rapidly the passage of time will be experimented. 2. In the physical, mental and social spaces, the larger the idea of similarity in the
interactive system (and consequently the larger the agreeableness of feeling), the more
rapidly the passage of time will be experimented. Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 3. If there is force of repulsion between interactive poles in the physical, mental and
social spaces, the greater the distance between these poles, the smaller the repulsive force
between them. 4. If there is force of attraction between interactive poles in the physical, mental
and social spaces, the smaller the distance between these poles, the greater the attractive
force between them. 5. In the physical, mental and social spaces, (ceteris paribus) if there is
agreeableness of feeling (corresponding to approximation) the eventual emotional
intensity is smaller, with less dissipation of energy, than if there is disagreeableness of
feeling (corresponding to disapproximation, separation). 6. In the physical, mental and social spaces, if there is permanent equilibrium of the
interactive system, the resulting process is associative. 6. In the physical, mental and social spaces, if there is permanent equilibrium of the
interactive system, the resulting process is associative. 7. In the physical, mental and social spaces, the more the similarity among the
interactive poles (such as defined in function of what they accept), the greater the
equilibrium of the interactive system. The decisive is the idea of similarity with what is
accepted. 7. In the physical, mental and social spaces, the more the similarity among the
interactive poles (such as defined in function of what they accept), the greater the
equilibrium of the interactive system. The decisive is the idea of similarity with what is
accepted. 8. 4 THEOREMS In the physical, mental and social spaces, the more the equilibrium of the
interactive system, the more promptly this equilibrium controls any event that may disturb
the integrity of the system. 15. In the physical, mental and social spaces, the smaller the distance among
interactive poles, the lesser energy will be necessary for communication and control. 15. In the physical, mental and social spaces, the smaller the distance among
interactive poles, the lesser energy will be necessary for communication and control. 16. In the physical, mental and social spaces, in the interaction of peace, there is the
minimum of energy necessary for communication and control. 16. In the physical, mental and social spaces, in the interaction of peace, there is the
minimum of energy necessary for communication and control. 17. In the physical, mental and social spaces, change is a constant, and the greater
the idea of similarity among interactive poles, the greater the equilibrium of the respective
system of interacts, and the fewer material language (language condensed in material
signs) is necessary for communication and control – be this communication dialogistic
internal (mental dialogue of the individual with himself) or exteriorized. 17. In the physical, mental and social spaces, change is a constant, and the greater
the idea of similarity among interactive poles, the greater the equilibrium of the respective
system of interacts, and the fewer material language (language condensed in material
signs) is necessary for communication and control – be this communication dialogistic
internal (mental dialogue of the individual with himself) or exteriorized. 18. In the physical, mental and social spaces, the more the socialization (exposition
to social patterns) is made in the direction of similarity among interactive poles, the more
the equilibrium of the system of interacts corresponding to these poles. 18. In the physical, mental and social spaces, the more the socialization (exposition
to social patterns) is made in the direction of similarity among interactive poles, the more
the equilibrium of the system of interacts corresponding to these poles. 19. In the physical, mental and social spaces, the more the socialization is made in
the direction of the similarity among interactive poles, the more peace. 19. In the physical, mental and social spaces, the more the socialization is made in
the direction of the similarity among interactive poles, the more peace. 20. 4 THEOREMS In the physical, mental and social spaces, the smaller the distance among
interactive poles, the greater the relative index of interaction among them (the relativity of
the index of interaction has reference to the number of interacting poles, and this index
refers to the frequency and duration of the interactive process). 9. In the physical, mental and social spaces, if the idea of similarity is greater than
the one necessary for the permanent equilibrium of the interactive system, the resultant
process is of the greatest agreeableness (= greatest affective suaveness = peace). 10. In the physical, mental and social spaces, the more the peace of the interactive
system, the greater the equilibrium of this system. 10. In the physical, mental and social spaces, the more the peace of the interactive
system, the greater the equilibrium of this system. 11. In the physical, mental and social spaces, the greater the standardization
(uniformization) of the element idea of interactive poles, the grater the similarity among
these poles and consequently the greater the equilibrium of the corresponding system of
interaction. 11. In the physical, mental and social spaces, the greater the standardization
(uniformization) of the element idea of interactive poles, the grater the similarity among
these poles and consequently the greater the equilibrium of the corresponding system of
interaction. Cláudio Fernando da Silva Souto 12. In the physical, mental and social spaces, if interactive poles have their element
idea scientifically standardized, to this extent there is the maximum possibility of
equilibrium of the corresponding system of interaction (maximum possibility of peace). 13. In the physical, mental and social spaces, if interactive poles have their element
idea standardized, scientific-empirically inclusive, to the extent of this standardization, the
element “feeling” in the general direction of the feeling of agreeableness, is the main
factor of change (smaller or larger alteration) of the corresponding interactive system (and
not the element “idea”, which, in the mentioned extension, may be considered a
constant). 13. In the physical, mental and social spaces, if interactive poles have their element
idea standardized, scientific-empirically inclusive, to the extent of this standardization, the
element “feeling” in the general direction of the feeling of agreeableness, is the main
factor of change (smaller or larger alteration) of the corresponding interactive system (and
not the element “idea”, which, in the mentioned extension, may be considered a
constant). 14. 4 THEOREMS In the physical, mental and social spaces, in so far as the socialization is made in
terms of dissimilarity among interactive poles, in this extent the poles thus socialized will
tend towards disequilibrating behavior of the interactive system. 20. In the physical, mental and social spaces, in so far as the socialization is made in
terms of dissimilarity among interactive poles, in this extent the poles thus socialized will
tend towards disequilibrating behavior of the interactive system. Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 21. In the physical, mental and social spaces, the larger the separation by the idea of
dissimilarity, the larger the disagreeableness. And the larger the disagreeableness, the
larger the tendency towards conflict (mental conflict: internal conflict, or external conflict:
fight). 22. In the physical, mental and social spaces, in the approximation by the idea of
similarity, the larger the approximation, the larger the agreeableness, and the larger the
agreeableness, the larger the tendency towards cooperation and peace, with larger
stability of the integration. And the larger the competition (“pacific fight”, process of
separation in the mental and social spaces), the larger the instability of the mental and
social integration. 23. In the physical, mental and social spaces (justice scientifically defined as the
feeling of agreeableness in face of what is thought as ought to be), if a system of interacts
is considered essentially (mainly) just by one or more interactive poles (therefore
essentially similar to what they accept), such poles experiment a situation of relative and
healthful affective suaveness. Contrarily, the oscillating situations of agreeableness and
disagreeableness, above all the situations of disagreeableness -- since they are not
relatively mild --, favor disequilibrating pathological conditions in the individual and
consequently in the concerning interactive system. 5 FINAL REMARKS Newton (1955, passim) and Einstein (1954, passim) still represent the most
important steps in the way of science. Both are characterized by science and modesty. are characterized by science and modesty. Einstein do not consider Newton a figure of the past, but has him in highest
consideration. Let us transcribe Einstein’s own words about Newton: “(…) brilliant genius,
who determined the course of western thought, research, and practice like no one else
before or since.(…) The whole evolution of our ideas about the processes of nature, with
which we have been concerned so far, might be regarded as an organic development of
Newton’s ideas. (…) Who would presume today to decide the question whether the law of
causation and the differential law, these ultimate premises of the Newtonian view of Cláudio Fernando da Silva Souto Cláudio Fernando da Silva Souto nature, must definitely be abandoned? (…) Certain is that a conviction, akin to religious
feeling, of the rationality or intelligibility of the world lies behind all scientific work of a
higher order” (EINSTEIN, 1955, p. 253; 261-262). The present author is happy of humbly trying to continue the tradition of theoretical
reduction. ■■■ REFERENCES ALDRUP, Dieter. Der intelligenzunterminierende Einfluss der angewandten Mathematik auf
die Wirtschaftswissenschaft. In: EICHNER, Klaus; HABERMEHL, Werner (Hrsg). Probleme
der erklärung sozialen verhaltens. Meisenheim am Glan: Verlag Anton Hain, 1977. ALDRUP, Dieter. Der intelligenzunterminierende Einfluss der angewandten Mathematik auf
die Wirtschaftswissenschaft. In: EICHNER, Klaus; HABERMEHL, Werner (Hrsg). Probleme
der erklärung sozialen verhaltens. Meisenheim am Glan: Verlag Anton Hain, 1977. BOHM, David. Wholeness and the implicate order. London and New York: Ark Paperbacks,
1988. BOHM, David. Wholeness and the implicate order. London and New York: Ark Paperbacks,
1988. EINSTEIN, Albert. Ideas and opinions. New York/Avenel, New Jersey: Wings Books, 1954. HAWKING, Stephen. A teoria de tudo. A origem e o destino do universo. Lisboa: Gradiva,
2010. HEISENBERG, Werner. The physicist’s conception of nature, transl. Arnold J. Pomerans. New York: Harcourt, Brace, 1958. HEISENBERG, Werner. Physik und philosophie. Frankfurt am Main: Ullstein, 1986. LAKSHMIKANTHAM, V., ESCULTURA, E., LEELA, S. The Hybrid Grand Unified Theory. Amsterdam/Paris: Atlantis Press/World Scientific, 2009. NEWTON, Sir Isaac. Mathematical principles of natural philosophy. Translated by Andrew
Motte and revised by Florian Cajori. Chicago-London-Toronto: William Benton, Publisher,
Encyclopaedia Britannica, Inc., 1955. REICHENBACH, Hans. The theory of probability: an inquiry into the logic and mathematical
foundations of the calculus of probability. English translation by Ernest H. Hutten and
Maria Reichenbach. Berkeley and Los Angeles: University of California Press, 1949. SCHENBERG, Mário. Pensando a Física. São Paulo: Brasiliense, 1985. SOUTO, Antonio. Cavia Aperea F. Porcellus: a Study on Social Distance as Social
Separation. Doctoral thesis, University of Bielefeld, Germany, 1990. SOUTO, Antonio. Um Modelo Teórico Alternativo para explicar os ‘Mecanismos’ da
Distância Social em Grupos de Animais Superiores. Ciência e Trópico, v. 19, n. 2, jul./dez. 1991. SOUTO, Antonio. Etologia: princípios e reflexões. Recife: EdUFPE, 2000. 11 Revista Brasileira de Sociologia do Direito, v. 6, n. 2, maio/ago. 2019 SOUTO, Cláudio. Allgemeinste wissenschaftliche Grundlagen des Sozialen. Wiesbaden:
Franz Steiner Verlag, 1984. SOUTO, Cláudio. Allgemeinste wissenschaftliche Grundlagen des Sozialen. Wiesbaden:
Franz Steiner Verlag, 1984. SOUTO, Cláudio, e SOUTO, Solange. A explicação sociológica: uma introdução à sociologia. São Paulo: Pedagógica e Universitária, 1985. SOUTO, Cláudio. Sociological Axiomatization: A New Language for Peace. Archiv für
Rechts- und Sozialphilosophie, ano, LXXII, v. 3, no. 3, quartal, p. 353-368, 1986. Wiesbaden, Franz Steiner Verlag. SOUTO, Cláudio. O que é pensar sociologicamente. São Paulo: Pedagógica e Universitária,
1987. SOUTO, Cláudio. Axiomatic reason in sociology and in sociology of law. In: FARALLI, Carla;
PATTARO, Enrico (eds.). Reason in law, proceedings of the conference held in Bologna, 12-
15 December 1984, v. III. Milano: Dott. A. Giuffrè Editore, 1988. SOUTO, Cláudio. Probabilidade, condição e causalidade: comparando as distâncias física,
mental e social. Revista Brasileira de Filosofia, v. LII, n. 208, out./dez. 2002. SOUTO, Cláudio. Teoria sociológica geral: uma fundamentação mais abrangente. São
Paulo: E.P.U., 2006. SOUTO, Cláudio. Natureza, mente e direito: para além do usual acadêmico. Porto Alegre:
Sergio Antonio Fabris Editor, 2015. SOUTO, Cláudio. Teoria geral unificada dos campos físico, mental e social. Revista
Brasileira de Sociologia do Direito, v. 5, n. 3, p. 7-13, set./dez. 2018. SOUTO, Cláudio Fernando da Silva. For a general
theoretical unified axiomatic reduction of the natural
spaces. RBSD – Revista Brasileira de Sociologia do Direito,
v. 6, n. 2, p. 2-12, maio/ago. 2019. Recebido em: 10/02/2019
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Early Introduction of Plant Polysaccharides Drives the Establishment of Rabbit Gut Bacterial Ecosystems and the Acquisition of Microbial Functions
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MSystems
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To cite this version: Charlotte Paës, Thierry Gidenne, Karine Bébin, Joël Duperray, Charly Gohier, et al.. Early In-
troduction of Plant Polysaccharides Drives the Establishment of Rabbit Gut Bacterial Ecosystems
and the Acquisition of Microbial Functions. mSystems, 2022, 18 p. 10.1128/msystems.00243-22. hal-03699002 Early Introduction of Plant Polysaccharides Drives the
Establishment of Rabbit Gut Bacterial Ecosystems and
the Acquisition of Microbial Functions
Charlotte Paës, Thierry Gidenne, Karine Bébin, Joël Duperray, Charly
Gohier, Emeline Guené-Grand, Gwénaël Rebours, Céline Barilly, Béatrice
Gabinaud, Laurent Cauquil, et al. Distributed under a Creative Commons Attribution 4.0 International License Early Introduction of Plant Polysaccharides Drives the
Establishment of Rabbit Gut Bacterial Ecosystems and the
Acquisition of Microbial Functions Charlotte Paës,a,b Thierry Gidenne,a Karine Bébin,b Joël Duperray,c Charly Gohier,d Emeline Guené-Grand,e Gwénaël Rebours,f
Céline Barilly,a Béatrice Gabinaud,a Laurent Cauquil,a Adrien Castinel,g Géraldine Pascal,a Vincent Darbot,a Patrick Aymard,a
Anne-Marie Debrusse,a
Martin Beaumont,a
Sylvie Combesa aGenPhySE, Université de Toulouse, INRAE, ENVT, Castanet-Tolosan, France
bCCPA, Janzé, France
cEVIALIS, Lieu dit Talhouët, Saint-Nolff, France
dMiXscience, Bruz, France
eWisium, Chierry, France
fTECHNA, Couëron, France
gGeT-PlaGe, Genotoul, INRAE, Castanet-Tolosan, France ABSTRACT
In mammals, the introduction of solid food is pivotal for the establishment of
the gut microbiota. However, the effects of the first food consumed on long-term micro-
biota trajectory and host response are still largely unknown. This study aimed to investigate
the influences of (i) the timing of first solid food ingestion and (ii) the consumption of plant
polysaccharides on bacterial community dynamics and host physiology using a rabbit
model. To modulate the first exposure to solid nutrients, solid food was provided to suckling
rabbits from two different time points (3 or 15 days of age). In parallel, food type was
modulated with the provision of diets differing in carbohydrate content throughout life: the
food either was formulated with a high proportion of rapidly fermentable fibers (RFF) or
was starch-enriched. We found that access to solid food as of 3 days of age accelerated the
gut microbiota maturation. Our data revealed differential effects according to the digestive
segment: precocious solid food ingestion influenced to a greater extent the development of
bacterial communities of the appendix vermiformis, whereas life course polysaccharides inges-
tion had marked effects on the cecal microbiota. Greater ingestion of RFF was assumed to
promote pectin degradation as revealed by metabolomics analysis. However, transcriptomic
and phenotypic host responses remained moderately affected by experimental treatments,
suggesting little outcomes of the observed microbiome modulations on healthy subjects. In
conclusion, our work highlighted the timing of solid food introduction and plant polysaccha-
rides ingestion as two different tools to modulate microbiota implantation and functionality. Downloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. IMPORTANCE Our study was designed to gain a better understanding of how different
feeding patterns affect the dynamics of gut microbiomes and microbe–host interactions. This research showed that the timing of solid food introduction is a key component of
the gut microbiota shaping in early developmental stages, though with lower impact on
settled gut microbiota profiles in older individuals. This study also provided in-depth
analysis of dietary polysaccharide effects on intestinal microbiota. HAL Id: hal-03699002
https://hal.inrae.fr/hal-03699002v1
Submitted on 20 Jun 2022 L’archive ouverte pluridisciplinaire HAL, est
destinée au dépôt et à la diffusion de documents
scientifiques de niveau recherche, publiés ou non,
émanant des établissements d’enseignement et de
recherche français ou étrangers, des laboratoires
publics ou privés. HAL is a multi-disciplinary open access
archive for the deposit and dissemination of sci-
entific research documents, whether they are pub-
lished or not. The documents may come from
teaching and research institutions in France or
abroad, or from public or private research centers. Distributed under a Creative Commons Attribution 4.0 International License RESEARCH ARTICLE Early Introduction of Plant Polysaccharides Drives the
Establishment of Rabbit Gut Bacterial Ecosystems and the
Acquisition of Microbial Functions The type of plant poly-
saccharides reaching the gut through the lifetime was described as an important modu-
lator of the cecal microbiome and its activity. These findings will contribute to better
define the interventions that can be employed for modulating the ecological succession
of young mammal gut microbiota. KEYWORDS first food, gut health, gut microbiota, intestinal development,
metabolomics, microbiota development, microbiota maturation, polysaccharides,
starch, young mammal Month YYYY Volume XX Issue XX Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession T
he mammalian gut is colonized by a variety of microorganisms, leading to the con-
cept that the host and its inhabiting microbiota constitute a “superorganism,” also
called holobiont (1). The symbiotic microbiota is essential for the nutrition and health
of the host (2). The microbial ecosystem evolves concomitantly with the host chronological devel-
opment (3). Microbiota development is first under the influence of the maternal milk, a
substrate containing various microbiota-shaping compounds (4, 5). The introduction of
solid food later in life represents a new step in the dynamic construction of the gut
microbiota with the ingestion of components resistant to host digestion, such as plant
cell walls and specific starches (6). This dietary shift modifies the substrates present in
the luminal milieu, leading to dramatic changes in the bacterial population in terms of
both diversity and composition (7, 8). As a result of this new gut environment, the
microbiota deploys metabolic adaptations with increased capacities to degrade com-
plex plant carbohydrates (3, 9). Later in life, bacterial communities continue their adap-
tation to the host diet (10). For these reasons, the introduction of solid food and diet
composition are considered to be major drivers of the microbial succession in the di-
gestive tract (7, 11). Recent studies have shown that precocious supply of solid food before weaning can
modulate the establishment of intestinal bacterial communities and enzymatic activities in
several mammalian species (12–16). As a result, the host–microbiota dialogue at the muco-
sal interface may be affected, such as in lambs, for which inflammation system (12) and
digestive tract development (13) modulations were observed following early solid food
supplementation. Although these studies demonstrated the influence of the timing of solid
food introduction on the host-microbiota codevelopment, the understanding of how
early-life solid food ingestion affects the gut microbiota trajectory and the long-term host
response remains insufficient. 10.1128/msystems.00243-22
2 Early Introduction of Plant Polysaccharides Drives the
Establishment of Rabbit Gut Bacterial Ecosystems and the
Acquisition of Microbial Functions Among the substances that influence the gut microbiome of mammals, dietary
fibers are known to affect the microbiota in late childhood or adulthood, as they are
important substrates for bacterial fermentations (17, 18). The term “dietary fiber”
encompasses a variety of complex carbohydrates with different physicochemical prop-
erties such as resistant starch, nonstarch polysaccharides from plant walls, or nondiges-
tible oligosaccharides (19). The time required by the developing microbial ecosystems
to adapt to specific fibrous carbohydrate substrates remains largely unexplored. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Our approach was to provide a dynamic follow-up of the holobiont, evaluated with
various measurements, to provide a comprehensive understanding of the impact of
different feeding patterns on mammals. In these species, modeling the effects of early-
life exposure to solid food is particularly challenging, as it is difficult to capture juvenile
feeding patterns (food and milk) without disrupting mother–offspring interactions. To
bypass this issue, we propose herein to use a neonatal rabbit model, characterized by
a short contact time with the nursing doe for suckling (less than 5 min every 24h) (20). This experimental design allowed us to track the early ingestion of solid food together with
a control of milk ingestion. Moreover, 1-week-old rabbits are capable of consuming solid
food simultaneously with large amounts of milk (21), making the newborn rabbit a good
model to study the timing of solid food introduction in early life. Finally, rabbits are hindgut
fermenters that rely heavily on their gut microbiota for digestion and health, allowing for a
relevant study of symbiosis in mammals. As commonly observed in mammals, the rabbit
cecal microbiota is dominated by Bacteroidetes and Firmicutes phyla (22) and followed by
others including Proteobacteria (23). Ruminococcaceae and Lachnospiraceae are abundant
families of the cecal microbiota, with a distinctive feature being the poor colonization of the
gut by Lactobacilli (24). The present study aimed to further investigate the mechanisms by which preco-
cious solid food ingestion affects microbiota establishment, with attention given to the
dietary polysaccharides. We investigated how the introduction of solid food affects in-
testinal maturation by providing solid nutrients to suckling rabbits as of 3 or 15 days
of age. We examined the impact of two types of plant polysaccharides (rapidly Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession FIG 1 (A) Suckling rabbits’ ingestion pattern (milk and pellets) from d3 to weaning. Early Introduction of Plant Polysaccharides Drives the
Establishment of Rabbit Gut Bacterial Ecosystems and the
Acquisition of Microbial Functions The effects of early solid feeding and plant polysaccharides ingestion
on bacterial communities were assessed at five developmental stages in two intestine
sections with distinct physiological functions: the cecum, which contributes greatly to
host nutrition (25), and the appendix vermiformis, a specialized lymphoid organ at the
apex of the cecum (26). Extensive investigation of the cecal ecosystem was then per-
formed with the assessment of predictive functional profiling and quantitative meta-
bolic signatures. Gene expression in this tissue was analyzed as a proxy of gut health. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. g
p
y
p
y
g
Our findings highlighted that the bacterial communities of rabbit pups quickly
responded to the precocious ingestion of solids with both taxonomic and metabolic
changes. Although starter feeding resulted in an acceleration of the gut microbiota to-
ward a steady state and increased acetate and butyrate levels early in life, impacts on
microbiota activities and host remained moderate after weaning. Functional analysis
revealed bacterial specialization depending on the type of polysaccharides ingested
throughout the weaning transition. Taken together, those results underlined key fac-
tors to modulate the gut microbiota trajectories (either maturation rate or endpoints). Early Introduction of Plant Polysaccharides Drives the
Establishment of Rabbit Gut Bacterial Ecosystems and the
Acquisition of Microbial Functions (B and C) Focus
on early consumption of gels in the nest (kinetics and total amounts consumed). Error bars stand for
standard error of the mean (n = 15–16 litters of 10 rabbits/group). Green stars emphasize significant
differences in gel ingestion between the groups with access to early feeding (STA1/RFF1: *, P , 0.05;
**, P , 0.01). Post-hoc test with correction was used to compare the mean values of each group at
different dates. FIG 1 (A) Suckling rabbits’ ingestion pattern (milk and pellets) from d3 to weaning. (B and C) Focus
on early consumption of gels in the nest (kinetics and total amounts consumed). Error bars stand for
standard error of the mean (n = 15–16 litters of 10 rabbits/group). Green stars emphasize significant
differences in gel ingestion between the groups with access to early feeding (STA1/RFF1: *, P , 0.05;
**, P , 0.01). Post-hoc test with correction was used to compare the mean values of each group at
different dates. fermentable fibers [RFF] and starch) consumed during suckling and thereafter, on the
gut microbiota. The effects of early solid feeding and plant polysaccharides ingestion
on bacterial communities were assessed at five developmental stages in two intestine
sections with distinct physiological functions: the cecum, which contributes greatly to
host nutrition (25), and the appendix vermiformis, a specialized lymphoid organ at the
apex of the cecum (26). Extensive investigation of the cecal ecosystem was then per-
formed with the assessment of predictive functional profiling and quantitative meta-
bolic signatures. Gene expression in this tissue was analyzed as a proxy of gut health. Our findings highlighted that the bacterial communities of rabbit pups quickly
responded to the precocious ingestion of solids with both taxonomic and metabolic
changes. Although starter feeding resulted in an acceleration of the gut microbiota to-
ward a steady state and increased acetate and butyrate levels early in life, impacts on
microbiota activities and host remained moderate after weaning. Functional analysis
revealed bacterial specialization depending on the type of polysaccharides ingested
throughout the weaning transition. Taken together, those results underlined key fac-
tors to modulate the gut microbiota trajectories (either maturation rate or endpoints). fermentable fibers [RFF] and starch) consumed during suckling and thereafter, on the
gut microbiota. RESULTS At d30, se-
rum hydroperoxyde levels tended to be lower in the STA1 group than in the STA–
group (P = 0.082). These results therefore suggest moderate impact on the animal
response of early feeding practice or dietary polysaccharide modulations. The timing of solid food introduction and lifelong dietary polysaccharides
ingestion slightly affect the host development and immune response. Afterwards,
we analyzed the consequences of our nutritional interventions on the rabbit’s growth
and health. Overall mortality rate was low with 1.3% of deaths from d3 to weaning and
one dead rabbit found afterwards. Live weights were equal between the groups during
the suckling period (403 6 5 g/rabbit at d21), at weaning (984 6 6 g/rabbit), and dur-
ing the exclusive solid-feeding period (1652 6 11 g/rabbit at d50) (Fig. S3). The cecum
of the rabbits from the RFF1 group was 32% heavier compared to the STA1 group at
d30 (P , 0.05) (Table S2). Systemic and local immune response were assessed by measuring the levels of
plasma IgG and cecal IgA and the concentration of hydroperoxydes in serum (Fig. S4). IgA concentrations varied greatly with age, with highest levels at d18 due to passive
immunity (i.e., milk IgA), but did not vary with the treatments. Plasma IgG concentra-
tions were lower in the STA1 group compared to the STA group at d30 (–1.2 mg/mL,
P , 0.05) and compared to the RFF1 rabbits at d58 (–1.2 mg/mL, P , 001). At d30, se-
rum hydroperoxyde levels tended to be lower in the STA1 group than in the STA–
group (P = 0.082). These results therefore suggest moderate impact on the animal
response of early feeding practice or dietary polysaccharide modulations. Characteristics of the rabbit hindgut microbiota. As expected, a shift in microbial
composition of the hindgut was observed over time, with marked effects observed
when the solid food ingestion sharply increased together with a gradual decrease in
milk intake (between d18 and d32). The microbial community structure and composi-
tion were in consonance with the sequential microbiota colonization previously
observed in the cecum of healthy rabbits (23, 27). All the phyla and families were
affected by age. One substantial pattern observed over time was the gradual and sig-
nificant increase in Firmicutes relative abundance (150% between d18 and d58,
P , 0.001) together with a decrease in Bacteroidetes abundance (–45% between d18
and d58, P , 0.001; Fig. 2). 10.1128/msystems.00243-22
4 RESULTS Voluntary precocious solid food ingestion is modulated by the polysaccharide
content of the diet. We first examined suckling rabbits’ feeding behavior to validate
the stimulation of early-life solid food ingestion (Fig. 1A). Gel food was consumed from
d7 with a 35% higher ingestion of RFF-enriched gels compared to starch-enriched gels
(Fig. 1B and C: 5.8 6 0.4 g of RFF gels/rabbit, i.e., 1.5 g/rabbit in dry matter versus
4.3 6 0.3 g of STA gels/rabbit, i.e., 1.1 g/rabbit in dry matter). The number of visits to
the gel cups counted within two litters indicated that all the kits were responding to
the gel stimuli (Fig. S2 in the supplemental material). At d17, gel consumption
accounted for 3% of the raw ingestion and 10% of the total dry matter (major supply Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession from the milk with limited pellet consumption). Altogether, our results confirmed that
providing starter food gels reduces the age of first solid food consumption and that
early-life solids ingestion is dependent on the polysaccharide content of the meal. early-life solids ingestion is dependent on the polysaccharide content of the meal. The timing of solid food introduction and lifelong dietary polysaccharides
ingestion slightly affect the host development and immune response. Afterwards,
we analyzed the consequences of our nutritional interventions on the rabbit’s growth
and health. Overall mortality rate was low with 1.3% of deaths from d3 to weaning and
one dead rabbit found afterwards. Live weights were equal between the groups during
the suckling period (403 6 5 g/rabbit at d21), at weaning (984 6 6 g/rabbit), and dur-
ing the exclusive solid-feeding period (1652 6 11 g/rabbit at d50) (Fig. S3). The cecum
of the rabbits from the RFF1 group was 32% heavier compared to the STA1 group at
d30 (P , 0.05) (Table S2). Systemic and local immune response were assessed by measuring the levels of
plasma IgG and cecal IgA and the concentration of hydroperoxydes in serum (Fig. S4). IgA concentrations varied greatly with age, with highest levels at d18 due to passive
immunity (i.e., milk IgA), but did not vary with the treatments. Plasma IgG concentra-
tions were lower in the STA1 group compared to the STA group at d30 (–1.2 mg/mL,
P , 0.05) and compared to the RFF1 rabbits at d58 (–1.2 mg/mL, P , 001). RESULTS FIG 2 Distribution of bacterial taxa in the cecum (A, B) and the appendix (C, D) of rabbits regardless of the experimen
age). Relative abundances of phyla (A, C) and the 10 most abundant families (B, D) are presented. FIG 2 Distribution of bacterial taxa in the cecum (A, B) and the appendix (C, D) of rabbits regardless of the experimental treatments (n = 27–30 rabbits/
age). Relative abundances of phyla (A, C) and the 10 most abundant families (B, D) are presented. 10.1128/msystems.00243-22
5
Downloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. ingestion on the cecal microbiota throughout life. Lower bacterial richness was
observed in the RFF1 group rather than in STA1 rabbits at d30, d38, and d58, to-
gether with a lower InvSimpson index at d30 and d38 (P , 0.05; Fig. 3A). The cecal
microbiota structure of RFF1 rabbits was further from the corresponding 58-day-old
state compared to the STA1 based on wUniFrac distances calculation (P , 0.01 when
significant; Fig. 3B). At the phylum level, the ratio Firmicutes/Bacteroidota, which is
known to increase during the transition from young to adult (28), was lower in the
RFF1 group at d38 compared to STA1 (4 versus 7; P , 0.05) as a consequence of
more abundant Bacteroidota (16% in RFF1 at d38, P , 0.05; Fig. 3C). Differences in
main family relative abundances were observed, such as lower proportions of
Ruminococcaceae in the RFF1 group before weaning together with higher relative
abundances of Bacteroidaceae (Fig. 3D and Table S3C). Twenty abundant bacterial
OTUs were highly differentially abundant over time according to the dietary levels of
polysaccharides (Fig. 3F). Bacteria from Ruminococcaceae and Lachnospiraceae families
accounted for the majority of the differentially abundant OTUs (Table S3B). Downloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Our results support the idea that precocious solid food introduction and dietary
plant polysaccharide content both modulate the establishment of the microbial com-
munity in a main site of fermentation. Knowing that the development of lymphoid
organs after birth is markedly influenced by microbiota exposure (29), the effects of
our treatments on the bacterial colonization of the adjacent appendix were then
assessed. To this end, the same methodology presented previously was used. RESULTS In both gut segments, the dominance of the Firmicutes was
driven by an early increase of Lachnospiraceae and Ruminococcaceae between d18 and
d25 (P , 0.001) followed by a stabilization. The proportion of Bacteroidaceae sharply
decreased between d18 and d25 (P , 0.001 in cecum and appendix) and showed a
regular depletion afterwards. The differentiation between the cecum and the appendix
ecosystem structure was initiated from d58 based on wUniFrac distances (Fig. S5). We
will focus below on the effects of early food introduction (comparison STA–/STA1) and
diet composition (comparison STA1/RFF1). nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. p
p
Precocious solid food ingestion and dietary polysaccharides differently affect
the developing cecal microbiota. Effects of precocious ingestion of solid food on
the cecal microbiota. To assess effects of postnatal ingestion of solid food on the
cecal microbiota, we compared bacterial communities of the groups STA– and STA1
(early access to solid food). The InvSimpson index, which reflects species richness and
evenness, was higher in 30-day-old STA1 rabbits (P , 0.05; Fig. 3A). Throughout the
experiment, the cecal microbiota structure of STA1 rabbits was found closer to the
corresponding 58-day-old state compared to the STA– group (P , 0.01; Fig. 3B),
emphasizing a more mature gut ecosystem when precocious access to solid food was
given. The relative abundances of the two main phyla were affected at d30 with 10%
less Bacteroidota and 10% more Firmicutes in the cecum of STA1 rabbits compared to
the STA– group (P , 0.05; Fig. 3C). At the family level, we observed lower abundances
of Bacteroidaceae before weaning in STA1 rabbits (Fig. 3D and Table S3A). Six bacterial
operational taxonomic units (OTUs) with relative abundance superior to the quantita-
tive threshold of 0.5% were highly differentially abundant (jlog2 fold changej . 2)
between STA– and STA1 during the preweaning period (Fig. 3E and Table S3B). Effects of dietary polysaccharides on the cecal microbiota. The comparison
between STA1 and RFF1 groups was made to assess the effect of the polysaccharide Month YYYY Volume XX Issue XX Early-Life Nutrition and Gut Microbiota Succession mSystems FIG 2 Distribution of bacterial taxa in the cecum (A, B) and the appendix (C, D) of rabbits regardless of the experimental treatments (n = 27–30 rabbits/
age). Relative abundances of phyla (A, C) and the 10 most abundant families (B, D) are presented. 10.1128/msystems.00243-22
5 Month YYYY Volume XX Issue XX 10.1128/msystems.00243-22 RESULTS Alpha-diversity
metrics were not modified by the type of plant polysaccharides consumed, and main
taxa abundances only slightly differed between STA1 and RFF1 appendix commun-
ities (Fig. 4A, C, and D). Appendix microbiota of 30-day-old and 38-day-old RFF1 rab-
bits were closer to their corresponding 58-day-old state compared to the STA1 group
(Fig. 4B). Ten OTUs from a wide variety of taxa were highly differentially abundant
according to diet composition, some of them being affected in the cecum as well
(Fig. 4F and Table S3D). Taken together, those results highlight different responses of the appendix and
cecal luminal communities to our two nutritional strategies. Precocious supply of solids
affects microbiota composition in both sites, whereas the nature of the dietary polysac-
charides has more pronounced effects on the cecal communities. Precocious solid food ingestion and dietary polysaccharide type shift the gut
metabolomic profile and predicted functionality across time frames. As a next step,
we used NMR-based metabolomics to investigate if the observed modulations of the
microbiota composition were associated with adjustments of its metabolic activity. Twenty-
nine metabolites were detected in cecal content metabolome from d18. In addition, we
inferred the functional profile of cecal bacterial communities. As expected, cecal metabo-
lome was under the influence of age (Fig. S6). We will focus herein on the dietary specific
effects. Effects of precocious ingestion of solid food on the cecal metabolomic profile
and predicted functionality. The relative concentrations of the luminal cecal acetate
and butyrate, as well as the cecal content in amino acids glycine, leucine, lysine, valine,
threonine, phenylalanine, and glutamate, increased at d18 when rabbits had precocious
access to solid food (Fig. 5A and B; Table S4A). From d25, similar metabolome profiles, pH
and NH3 concentrations were observed between the STA– and STA1 groups (Table S2). Based on the metagenomic functional pathways that could be inferred (72% of the ecosys-
tem relative abundances), no differential metabolic potentials were highlighted between
STA– and STA1 groups. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Downloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Effects of dietary polysaccharides on the cecal metabolomic profile and pre-
dicted functionality. Ingestion of the RFF-rich diet was associated with decreased rel-
ative concentrations of cecal amino acids phenylalanine, valine, as well as glycine at
d18 and d58 when compared to the diet enriched in starch (Fig. 5B; Table S4B). FIG 3 Legend (Continued)
Bacteroidaceae and Ruminococcaceae family abundances. (E and F) Log2 fold change superior to j2j of the OTUs
significantly affected by the timing of solid food introduction (STA–/STA1), and dietary polysaccharide ratio
(RFF1/STA1) based on differential abundance analysis (DESeq2). “unk. genus” stands for unknown genera.
Orange stars represent significant differences induced by precocious solid food introduction (STA–/STA1),
whereas green stars emphasize significant differences induced by the food composition (STA1/RFF1) (*, P , 0.05;
**, P , 0.01; ***, P , 0.001). RESULTS The vermiformis appendix microbiota is affected by early solid food ingestion
and to a lesser extent by the nature of the polysaccharides ingested. Effects of
precocious ingestion of solid food on the vermiformis appendix microbiota. The
effect of early solid food ingestion on the appendix microbiota alpha diversity was Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession FIG 3 Analysis of cecal microbiota implantation and colonization according to the experimental groups before
and after weaning (Mean 6 SEM, n = 9–10 rabbits/age/group). (A) Comparison of alpha–diversity indices. (B)
Dissimilarity between the bacterial communities and the 58 days of age state, (C) Distribution of main phyla. (D)
(Continued on next page)
Month YYYY Volume XX Issue XX nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. FIG 3 Analysis of cecal microbiota implantation and colonization according to the experimental groups before
and after weaning (Mean 6 SEM, n = 9–10 rabbits/age/group). (A) Comparison of alpha–diversity indices. (B)
Dissimilarity between the bacterial communities and the 58 days of age state, (C) Distribution of main phyla. (D)
(Continued on next page) FIG 3 Analysis of cecal microbiota implantation and colonization according to the experimental groups before
and after weaning (Mean 6 SEM, n = 9–10 rabbits/age/group). (A) Comparison of alpha–diversity indices. (B)
Dissimilarity between the bacterial communities and the 58 days of age state, (C) Distribution of main phyla. (D)
(Continued on next page) Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession similar to the one observed in the cecum (Fig. 4A). At d18 and d38, the appendix
microbiota structure of STA1 rabbits was found closer to the corresponding 58-day-
old state compared to the STA– group (P , 0.01; Fig. 4B). The changes of the appendix
communities at the phyla level (Fig. 4C) resulted in a greater maturity indicator
Firmicutes/Bacteroidota ratio in the STA1 group at d38 compared to STA– treatment (7
versus 4; P , 0.01). Around weaning, Bacteroidaceae abundances were reduced in the
appendix of STA1 rabbits (at d30 STA–: 19% 6 9%, STA1: 8% 6 3%; at d38 STA–:
7% 6 4%, STA1: 3% 6 1%, P , 0.01) (Fig. 4D). Seven OTUs were highly differentially
abundant according to the timing of solid food introduction (Fig. 4E). Effects of dietary polysaccharides on the appendix microbiota. 10.1128/msystems.00243-22
7 Month YYYY Volume XX Issue XX RESULTS Cecal
levels of glucose and glutamate were lower in the RFF1 group after weaning. Ingestion of RFF led to the highest cecal relative concentrations of methanol at d18,
d25, d30, and d58 (from 1.5- to 2.0-fold increase, P , 0.001) and galactose from d25
onwards (from 1.7- to 2.5-fold increase, P , 0.001). Cecal acetate content was higher in
the cecum of 30-day-old (135%, P , 0.05) rabbits from the RFF1 group compared to
the STA1 group (Table S4B). The number of functional pathways inferred from well-
covered OTUs was affected by the nature of the dietary polysaccharides from d30. 10.1128/msystems.00243-22
8 FIG 3 Legend (Continued) 10.1128/msystems.00243-22
7 Month YYYY Volume XX Issue XX Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession Among the 48 metabolic pathways influenced by the type of plant polysaccharides
ingested (Table S4C) 3 were highly differentially abundant between STA1 and RFF1
FIG 4 Analysis of appendix microbiota implantation and colonization according to the experimental groups before and
after weaning (Mean 6 SEM, n = 9–10 rabbits/age/group). (A) Comparison of alpha-diversity indices. (B) Dissimilarity
between the bacterial communities and the 58 days of age state. (C) Distribution of main phyla. (D) Bacteroidaceae and
Ruminococcaceae family abundances. (E and F) Log2 fold change superior to j2j of the OTUs significantly affected by
the timing of solid food introduction (STA–/STA1) and dietary polysaccharide ratio (RFF1/STA1) based on differential
abundance analysis (DESeq2). “unk. genus” stands for unknown genera. Orange stars represent significant differences
induced by precocious solid food introduction (STA–/STA), whereas green stars emphasize significant differences
induced by the food composition (STA1/RFF1) (*, P , 0.05; **, P , 0.01; ***, P , 0.001). Early-Life Nutrition and Gut Microbiota Succession nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Downloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. FIG 4 Analysis of appendix microbiota implantation and colonization according to the experimental groups before and
after weaning (Mean 6 SEM, n = 9–10 rabbits/age/group). (A) Comparison of alpha-diversity indices. (B) Dissimilarity
between the bacterial communities and the 58 days of age state. (C) Distribution of main phyla. (D) Bacteroidaceae and
Ruminococcaceae family abundances. (E and F) Log2 fold change superior to j2j of the OTUs significantly affected by
the timing of solid food introduction (STA–/STA1) and dietary polysaccharide ratio (RFF1/STA1) based on differential
abundance analysis (DESeq2). “unk. genus” stands for unknown genera. Orange stars represent significant differences
induced by precocious solid food introduction (STA–/STA), whereas green stars emphasize significant differences
induced by the food composition (STA1/RFF1) (*, P , 0.05; **, P , 0.01; ***, P , 0.001). Among the 48 metabolic pathways influenced by the type of plant polysaccharides
ingested (Table S4C), 3 were highly differentially abundant between STA1 and RFF1
(jlog2 fold changej . 1 and P , 0.01). The latter were predicted to be associated with
hexitol fermentation and aerobic respiration, and they were downregulated with the Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession RFF diet. FIG 3 Legend (Continued) Interestingly, pathways related to plant polysaccharides degradation (L-rham-
d
)
l t d i
th RFF1
t d38 (P , 0 05)
FIG 5 NMR measurements in cecal luminal content (Mean 6 SEM, n = 9–10 rabbits/age/group). (A) Relative
concentrations of the main cecal short-chain fatty acids throughout the time (B) Relative concentrations of the
amino acids affected by one of the nutritional interventions in 18-day-old rabbits. False discovery rate procedure
was used to identify differential metabolite levels. Tukey’s post hoc test was then performed on the selected
metabolites. Orange stars represent significant differences induced by precocious solid food introduction (STA–
/STA1), whereas green stars emphasize significant differences induced by the food composition (STA1/RFF1)
(*, P , 0.05; **, P , 0.01; ***, P , 0.001). nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. FIG 5 NMR measurements in cecal luminal content (Mean 6 SEM, n = 9–10 rabbits/age/group). (A) Relative
concentrations of the main cecal short-chain fatty acids throughout the time (B) Relative concentrations of the
amino acids affected by one of the nutritional interventions in 18-day-old rabbits. False discovery rate procedure
was used to identify differential metabolite levels. Tukey’s post hoc test was then performed on the selected
metabolites. Orange stars represent significant differences induced by precocious solid food introduction (STA–
/STA1), whereas green stars emphasize significant differences induced by the food composition (STA1/RFF1)
(*, P , 0.05; **, P , 0.01; ***, P , 0.001). RFF diet. Interestingly, pathways related to plant polysaccharides degradation (L-rham-
nose and mannan) were upregulated in the RFF1 group at d38 (P , 0.05). Our results indicate that precocious supply of solid food mainly modified cecal met-
abolic activities in early life, whereas long-lasting change of diet through different
polysaccharide ingestion modulated microbial activities over the time including a
reshaping of glycan digestion. Precocious solid food ingestion and dietary polysaccharide type had moderate
effects on the cecal mucosal transcriptome. To evaluate the host response to the
observed changes in luminal environment, the expression of selected genes in the
cecal tissue was assessed. As expected, we highlighted an age-related cecal mucosa
maturation with high production of transcripts associated with barrier function in early
life (genes encoding for antimicrobials peptides, mucins, and tight junctions) followed
by upregulation of genes involved in both innate and adaptative immunity at d58 (re-
dox signaling, cytokines, and IgA transport) (Fig. 6). 10.1128/msystems.00243-22 DISCUSSION Postnatal ingestion of solid food is known to be one major influential factor of microbiota
implantation in mammals (11, 30). Recent research suggests that early solids ingestion (i.e.,
early food diversification) could be beneficial for health (31), presumably through a reshaping
of gut microbial colonization (32, 33). Our study aimed to analyze further how early-life inges-
tion of solid foods affects hindgut microbiota implantation. Two dietary approaches were
used to broaden our understanding of microbiota engineering strategies: on one hand, a
short and early nutritional intervention was performed to investigate the effect of the timing
of solid food introduction, and on the other hand, a long-term dietary modulation enabled us
to study dietary polysaccharide effects on the holobiont development. Overall, precocious ingestion of starch-rich solid food accelerated microbiota matura-
tion in both cecum and appendix. Indeed, when rabbits had early access to solid food
enriched in starch, we observed more diverse bacterial communities the week preceding
the weaning. Faster stabilization of the microbiota with early feeding practice was also evi-
denced in the STA1 group compared to the STA–. This is in agreement with previous stud-
ies (15, 34, 35, 36) indicating the potential for an earlier introduction of solid feed to reduce
the time required for the stabilization of the hindgut bacterial community. Such an
enhancement may be advantageous later in life by improving the digestive capacity to
cope with dietary shifts (37, 38), by providing the level of microbiota diversity required to
inhibit allergic and autoimmune disorders (32), and by stimulating normal components of
the immune system (39). But because first gut colonizers play a pivotal role in fermenting
the numerous substances present in the milk (40), a precipitated replacement of these bac-
terial communities may also be detrimental for the host’s health, as suggested by prospec-
tive human studies (15, 41). When looking at the cecal tissue, decreased expression of the
B lymphocytes activator gene TNFSF13B was observed at the end of gel supplementation,
possibly in response to bacterial signaling (42). However, the downregulation of this gene
involved in the adaptive immunity did not modify the cecal IgA content of suckling rabbits. Moreover, it was proposed that a transient reduction of the mucosal IgA content before
weaning might be beneficial for the colonization by segmented filamentous bacteria (43,
44). FIG 3 Legend (Continued) The expression of the IgA-secretion Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession Early Life Nutrition and Gut Microbiota Succession FIG 6 Screening of the expression of 48 genes of the rabbit cecal mucosa related to health and quantified with microfluidic chip
assay. Data were normalized to the average expression in the 18-day-old STA– group. Focus was put on the genes significantly
affected by one of the nutritional treatments. False discovery rate procedure was used to identify those genes. Tukey’s post hoc
test was then performed on the selected genes. Orange stars represent significant differences induced by precocious solid food
introduction (STA–/STA1), whereas green stars emphasize significant differences induced by the food composition (STA1/RFF1). The horizontal black lines stand for fold change mean values (*, P , 0.05; **, P , 0.01; ***, P , 0.001). Month YYYY Volume XX Issue XX
10.1128/msystem ded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Downloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. FIG 6 Screening of the expression of 48 genes of the rabbit cecal mucosa related to health and quantified with microfluidic chip
assay. Data were normalized to the average expression in the 18-day-old STA– group. Focus was put on the genes significantly
affected by one of the nutritional treatments. False discovery rate procedure was used to identify those genes. Tukey’s post hoc
test was then performed on the selected genes. Orange stars represent significant differences induced by precocious solid food
introduction (STA–/STA1), whereas green stars emphasize significant differences induced by the food composition (STA1/RFF1). The horizontal black lines stand for fold change mean values (*, P , 0.05; **, P , 0.01; ***, P , 0.001). Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession stimulating cytokine TNFSF13B (TNF superfamily member 13b) was reduced in STA1
compared to STA– and RFF1 rabbits at d18 (P , 0.01, 0.5-fold decrease). At d30, the
gene expression of the epithelial differentiation marker ALPI (intestinal alkaline phos-
phatase) was markedly upregulated in cecal mucosa of the RFF1 group compared to
STA1 (P , 0.01). Month YYYY Volume XX Issue XX DISCUSSION Decreased plasma IgG content after precocious ingestion of starch-rich solid food also
pointed out immune modulations due to early solid food introduction. Whether these
changes in the humoral immunity can be beneficial for the host needs to be further eluci-
dated. Histological examination of intestinal epithelium, at the interface of the microbiota
and the gut mucosal immunity, would help us to investigate further this question. Still,
these findings confirmed the importance of early-life solid food ingestion on the host–
bacterial symbiosis. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Early ingestion of starch-rich diet promptly stimulated the growth of species belonging
to the Ruminococcaceae family in the appendix, despite concomitant ingestion of large
quantities of milk that might create a niche constraint on the gut microbiome (5, 23, 45). This compositional change is in line with the pattern observed after later introduction of
solid food in young mammals (46, 47). The cecal luminal metabolome was also modified
after solid food introduction, highlighting a quick adaptation of the developing microbiota
activity to new dietary substrates and environmental transitions. Notably, the fermentative
activities, assessed by cecal acetate and butyrate concentrations, transiently increased after
the ingestion of small quantities of solid food. The levels of several amino acids also
increased when plant-based food was introduced in the diet at an early stage. Although
those amino acids can be of different origins (48), we hypothesize that poorly digestible
plant protein from solid food partly reached the cecum, thus precociously modifying the
amino acids content of the hindgut environment, whereas milk proteins are highly Month YYYY Volume XX Issue XX 10.1128/msystems.00243-22
11 mSystems Early-Life Nutrition and Gut Microbiota Succession digested in the upper gastrointestinal tract (49). These modulations of the substrates avail-
able in the cecal luminal content likely explains some long-term effect of early life solid
food ingestion on taxonomic modifications, such as a drop in the Bacteroidaceae family, a
“milk-oriented microbiota” characteristic taxon (50). After the establishment of the pioneer
species, early supply of solid food was thus found to drive the second colonization of gut
communities. Dietary fiber fractions represent major modulators of digestive physiology due to
their influence on the nutrient rate of passage, mucosal functionality, and gut micro-
biota (51). The particularity of this study was to modulate starch and digestible fiber
fractions only while maintaining a balanced diet. DISCUSSION Our results showed that the type
of dietary complex plant carbohydrates shaped both composition and functions of
the hindgut microbiota, with major effects observed when the ingestion of solid
food became predominant over milk. Not surprisingly, the type of polysaccharides
ingested modulated the distribution of species from Firmicutes and Bacteroidota
phyla, which encompass plant-degrading bacteria (52). At the family level, we found
that the distinct carbohydrates contents of STA and RFF diets drove a differential
establishment of Lachnospiraceae and Ruminococcacae, presumably because they
encompass two plant degrader groups characterized by different carbohydrate-
active enzymes within their genomes (53). When rabbits ingested high amounts of
starch throughout their lives, the cecal communities reached a mature state faster
(27). We hypothesized that resistant starch (54), which has the ability to be quickly
fermented and to modulate the gut microbiota (10), may have contributed to this
stabilization. Indeed, glucose is readily absorbed in the rabbit small intestine (55),
and the higher levels of free glucose observed in the cecum of rabbits that received
the enriched-starch diet could be related to the bacterial degradation of starch re-
sistant to host digestion. Diet enrichment with RFF was associated with decreased
diversity in the cecum and appendix, with a lower InvSimpson index outlining the
dominance of some abundant species in those ecosystems. This can be attributed to
the specific dietary content of RFF diet but also can be due to an improved fiber
fraction digestibility as reported when increasing digestible fiber to starch ratio (56). Interestingly, higher levels of cecal methanol were found when rabbits received
higher quantities of RFF. This must be explained by high dietary concentrations of
pectins, a substrate that can be fermented into methanol by specific intestinal bac-
teria such as members of the Bacteroides genus (57). Consistently, the RFF diet was
associated with increased cecal acetate content before weaning, in line with the
pectin in vitro fermentation process assessed in human stools (58). PICRUSt predic-
tions were sketchy and should be treated with caution. However, these predictions
seem in line with our hypothesis since increased expression of glycans-degradation
pathways was observed in the cecal microbiome of the rabbits that received the RFF
diet. In terms of host response, lifelong ingestion of a diet rich in RFF was associated with
increased gene expression of ALPI, considered as a marker of epithelial differentiation and
a regulator of intestinal inflammation (59). DISCUSSION Moreover, animals that ingested more RFF had
heavier cecum, which may highlight faster development of this organ in response to fer-
mentable nonstarch polysaccharides. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Interestingly, we observed different distribution drivers of microbial popula-
tions in the two contiguous digestive segments investigated, even though these
sections do not differentiate from each other during the neonatal phase (60). Cecal communities were mostly affected by the type of polysaccharides substrates
provided, with pronounced effects on alpha diversity and OTU composition once
solid food ingestion overtook milk consumption. In contrast, the composition of
the appendix microbiota was substantially influenced by food ingestion stimula-
tion in early life. These differential effects can be linked to the dualism of func-
tions between the cecum and appendix, respectively related to nutrition and
immunity (26). Differences in peristaltic movements may also explain these dis-
tinct microbiota (61): the narrow lumen of the appendix limits the nutrient flow, Month YYYY Volume XX Issue XX 10.1128/msystems.00243-22
12 mSystems Early-Life Nutrition and Gut Microbiota Succession which could induce an inertia of the microbiota. The appendix has long been considered
as a degenerating organ, but it could represent a reservoir for beneficial bacteria that can
reinoculate the bowel (62). Moreover, the microbial communities of the gut-associated
lymphoid tissue are essential for the immune system development (63). We thus believe
that the effects of early-life stimuli on the colonization of lymphoid organs deserve
increased attention. We demonstrated that very early ingestion of solid food in infant rabbits, although in
small quantities, induced changes in gut microbiota colonization and activity, with an
acceleration of the ecological species succession and increased production of short-chain
fatty acids. Postnatal solid ingestion showed more impact on the appendix microbiota
pattern, whereas the type of dietary plant polysaccharides mainly modified microbiota
composition and functions in the cecum. In sum, we showed that the gut microbiota de-
velopment trajectory was partly modified by the type of plant polysaccharides ingested,
whereas its maturation speed was more dependent on the timing of solid food introduc-
tion. However, no strong impact on the endpoint studied was achieved, suggesting a
dilution of the effects observed at maturity. Those results evidence the possibility of shap-
ing the developing microbiota with nutrition leverage. MATERIALS AND METHODS Animals and experimental design. Animals were raised and handled at the INRAE experimental
unit (PECTOUL, Castanet-Tolosan, France) according to the European Union’s recommendations con-
cerning the protection of animals used for scientific purposes (2010/63/EU) and in agreement with the
French legislation (NOR: AGRG1238753A 2013). The experiment received the approval of the local ethics
committee (SSA_2019_001). Forty-eight crossbred litters (Hyplus PS19 x Hyplus PS59) were raised until weaning with their doe
using a mother–litter separate feeding system (64). Two days after parturition (d2), litter size was stand-
ardized to 10 kits. At d3, litters were allocated to three experimental groups (n = 16 litters/group), differ-
ing by feeding practices After 36 days, kits were weighed, weaned, and moved to cages of 5 rabbits
according to their group and litter of origin. A follow-up of individual rabbit weight was then performed
at d50. Controlled suckling was applied once a day in the morning between 0800 h and 0900 h from d2 to
d21. Afterwards, free access for nursing was given to the doe rabbits. Milk ingestion was determined as
the difference between doe weight before and after nursing at d3, d7, d10, d14, d17, and d21 (65). Litter
weight after suckling was recorded at d3, d14, d21, and d28. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Plastic cups were set up within the litter’s nest from d3 to d18. They were used as feeders dedicated
to the kits and were filled with food in a hydrated gel in two experimental groups. Pelleted food was
offered ad libitum to all the litters from d15 to weaning, in metal feeders. During the exclusive solid-
feeding period (d36–d58), a restricted feeding at 75% of ad libitum ingestion was applied, following
common breeding practices. Rabbits received water ad libitum through water nipples. No antibiotic
treatment was administered during the experiment. Experimental diets. Throughout the experiment, rabbits had access to a diet either rich in starch
(STA diet) or enriched with rapidly fermentable fibers (RFF diet). In the early feeding groups (recorded as
STA1 and RFF1), the litters were fed from d3 to d17 nutritional substrates in a hydrated gel form (to
optimize the ingestion [66]) in addition to maternal milk, whereas no gels were distributed to the group
STA– (Fig. 7). Gel food ingestion was measured daily from d7 on a dry matter basis. DISCUSSION An important matter to resolve in
future research will be to understand the implication of early modifications of the micro-
biota on the young mammal immune response in a challenging environment. Month YYYY Volume XX Issue XX MATERIALS AND METHODS In addition, webcams
were used to record within two litters the number of visits to the gels for each kit, as an attempt to
assess individuals’ feeding behavior. Pelleted food was offered to all the litters from d15 to the end of
the experiment. Animals were maintained on the same diet as per their experimental groups (STA or
RFF pellets). Two diets were formulated that differed only in the ratio of RFF to starch (0.6 for the STA diet and
2.0 for the RFF diet; Table S1). The RFF component includes pectins, b-glucans, fructans and gums. It
excludes the Neutral Detergent Fibers (NDF) fraction, i.e., lignin, hemicellulose, and cellulose. From an
analytical point of view, RFF fraction represents the Total Dietary Fibers minus the NDF fraction (51). To
achieve balanced diet formulation, the same ingredients were used between the two experimental diets
with higher levels of cereals (barley, wheat) and sunflower meal in the STA diet and higher concentra-
tions of wheat bran fraction, beet, and grape pulp in the RFF diet. The food gels were processed with the corresponding kits’ pellets (either STA or RFF pellets) trans-
formed into mash supplemented with attractive vanilla aroma (66) (0.06%, Phodé, Terssac, France) and
mixed with hot water (75%) and agar (0.6%). In accordance with the preferences of rabbits in the suck-
ling period (64), 2.5-mm-diameter pellets were provided ad libitum from d15 to weaning and switched
to pellets with a diameter of 4 mm from weaning to d58. Sample collection. At d18, d25, d30, d38, and d58, 10 kits per group were weighed and then eutha-
nized by electronarcosis followed by exsanguination. Those dates correspond to key developmental Month YYYY Volume XX Issue XX 10.1128/msystems.00243-22
13 mSystems Early-Life Nutrition and Gut Microbiota Succession FIG 7 Experimental design. Before weaning, food was offered ad libitum. Afterwards, access to food was
restricted (hatched area). Diamonds stand for the sampling dates (n = 30 rabbits/date). STA-, access to starch-
enriched food in a pellet form from d15 to d58; STA1, access to starch-enriched food from d3 to d18 in a gel
form and from d15 to d58 in a pellet form; RFF1, access to food rich in rapidly fermentable fibres from d3 to
d18 in a gel form and from d15 to d58 in a pellet form. FIG 7 Experimental design. Before weaning, food was offered ad libitum. MATERIALS AND METHODS Cecal content metabolome was analyzed by using 1H nuclear magnetic res-
onance (NMR)-based metabolomics, following the experimental procedure and the data processing pre-
viously described (46). y
DNA extraction and 16S rRNA gene sequencing. Total microbial genomic DNA was extracted from
50 mg of cecal or appendix luminal content using the Quick-DNA Fecal/Soil Microbe 96 Kit
(ZymoResearch, Irvine, CA, USA) after mechanical lyses by bead beating, according to manufacturer’s
instructions. 16S rRNA gene V3-V4 region was amplified using the primer set 343 F/784 R (343 F: 59–
CTTTCCCTACACGACGCTCTTCCGATCTACGGRAGGCAGCAG-39 and 784 R: 59-GGAGTTCAGACGTGTGCTCTT
CCGATCTTACCAGGGTATCTAATCCT-39) (68, 69). Thirty PCR amplification cycles were carried out with an
annealing temperature of 65°C. The PCR products were controlled by gel electrophoresis. Single multi-
plexing was then performed using 6bp indexes, this indexes were added to R784 during a second PCR
with 12 cycles using forward primer (59-AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGAC-
39) and reverse primer (59-CAAGCAGAAGACGGCATACGAGATGTGACTGGAGTTCAGACGTGT-39). The
resulting PCR products were purified and sequenced by MiSeq Illumina Sequencing at the Genomic and
Transcriptomic Platform (INRA, Toulouse, France) as previously described (23). PhiX was used as a quality
and calibration control for the sequencing run. Negative (ultra-pure water) and positive control (four
standard bacterial strains) were sequenced within samples to assess sequencing performance. DNA extraction and 16S rRNA gene sequencing. Total microbial genomic DNA was extracted from
50 mg of cecal or appendix luminal content using the Quick-DNA Fecal/Soil Microbe 96 Kit
(ZymoResearch, Irvine, CA, USA) after mechanical lyses by bead beating, according to manufacturer’s
instructions. 16S rRNA gene V3-V4 region was amplified using the primer set 343 F/784 R (343 F: 59–
CTTTCCCTACACGACGCTCTTCCGATCTACGGRAGGCAGCAG-39 and 784 R: 59-GGAGTTCAGACGTGTGCTCTT
CCGATCTTACCAGGGTATCTAATCCT-39) (68, 69). Thirty PCR amplification cycles were carried out with an
annealing temperature of 65°C. The PCR products were controlled by gel electrophoresis. Single multi-
plexing was then performed using 6bp indexes, this indexes were added to R784 during a second PCR
with 12 cycles using forward primer (59-AATGATACGGCGACCACCGAGATCTACACTCTTTCCCTACACGAC-
39) and reverse primer (59-CAAGCAGAAGACGGCATACGAGATGTGACTGGAGTTCAGACGTGT-39). The
resulting PCR products were purified and sequenced by MiSeq Illumina Sequencing at the Genomic and
Transcriptomic Platform (INRA, Toulouse, France) as previously described (23). PhiX was used as a quality
and calibration control for the sequencing run. Negative (ultra-pure water) and positive control (four
standard bacterial strains) were sequenced within samples to assess sequencing performance. Sequence analysis. We obtained 12,298,433 16S ribosomal DNA sequences from 296 samples
(41,548 6 11,734 reads per sample). MATERIALS AND METHODS Afterwards, access to food was
restricted (hatched area). Diamonds stand for the sampling dates (n = 30 rabbits/date). STA-, access to starch-
enriched food in a pellet form from d15 to d58; STA1, access to starch-enriched food from d3 to d18 in a gel
form and from d15 to d58 in a pellet form; RFF1, access to food rich in rapidly fermentable fibres from d3 to
d18 in a gel form and from d15 to d58 in a pellet form. stages of the rabbit’s digestive bacterial ecosystem (23). At d18, rabbits that visually exhibited an interest
in gel food were selected for euthanasia, whereas a random selection was performed at the subsequent
dates. Blood samples were collected during slaughter in EDTA tubes and dry tubes for plasma and se-
rum preparation, respectively. Immediately after euthanasia, the cecum, the appendix vermiformis, the
stomach, and the spleen were isolated and weighed full. Afterwards, cecal and appendix contents were
collected in sterile tubes and stored at 280°C until further analysis. Proximal cecum tissue was flash fro-
zen and preserved at 280°C. pH was measured at the junction of the ileum and cecum quickly after
slaughter (VWR Collection SP225, Radnor, PA, USA), and additional cecal luminal content was diluted in
H2SO4 (at 2% wt/vol) to quantify ammonia (NH3) concentrations. ELISA measurements and evaluation of oxidative stress. Total plasma IgG and cecal IgA levels
were determined in duplicates by sandwich ELISA in 96-well plates coated with specific polyclonal goat
anti-rabbit IgG or IgA antibodies (Bethyl Laboratories, Montgomery, TX, USA) with plate reading at
450 nm as previously described (45). IgG was quantified by using a reference IgG serum (Bethyl
Laboratories). For IgA analysis, 12 samples were pooled to build a reference for the standard curve con-
struction. Oxidative stress status of the rabbits was assessed on serums by quantification of the deriva-
tives of reactive oxygen metabolites (hydroperoxydes primarily) following the procedure of the d-ROM
test (Diacron International, Grosseto, Italy). nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Evaluation of the cecal metabolome. Ammonia was measured quantitatively with a colorimetric
method using a continuous flow analyzer (SAN11, Skalar, Norcross, GA, USA) as previously described
(67). Results were expressed according to the liquid phase of the cecal content after determination of its
dry matter at 103°C for 24h. MATERIALS AND METHODS Eventually, 232 OTU out of
the 1,197 identified were used for the prediction. The MetaCyc database was used to classify and inter-
pret the relevant metabolic pathways. Cecal tissue gene expressions. Cecal tissue total RNA extraction was performed in TRI reagent
using the Direct-zol kit (ZymoResearch) following the manufacturer’s instructions (n = 149 sam-
ples extracted). cDNA was prepared from 1 mg RNA with Superscript II (ThermoFisher Scientific,
Waltham, MA, USA) following the manufacturer’s instructions. RNA and cDNA quantity and qual-
ity were determined using NanoDrop-2000 (Thermo Fisher Scientific). High throughput real-time
qPCR was performed using the Biomark microfluidic system with three 96.96 Dynamic Array IFC
for gene expression (Fluidigm, San Francisco, CA, USA). The sequences of the primers used are
presented in a supplemental table (see table_primer.txt available at https://doi.org/10.15454/
QSTXWF). The relative fold changes of target genes expression were calculated with the 2-DDCt
method with GAPDH as the housekeeping gene and STA– group at d18 as the reference samples. Calculations and statistical analysis. All statistical analyses were performed using R software (ver-
sion 4.0), with the corresponding code available at https://github.com/paescharlotte/early_life_nutrition
_rabbit/. All the analyses were done with linear mixed models including age, experimental group, and
their interaction as fixed effects, litter as random effect, and a correction for age heteroscedasticity
when necessary (to satisfy the homogeneity of variances assumption). False discovery rate adjustments
(BH procedure) were used for multiple testing. Microbiome, metabolomics, predicted pathways, and host transcriptome data were analyzed
with separate investigations of the effect of the timing of solid food introduction (comparisons
STA–/STA1 groups) and dietary polysaccharides (comparisons STA1/RFF1 groups) to support
eased interpretation. Within-community diversity was evaluated with the R phyloseq package af-
ter rarefaction of the OTU table at 8,802 sequences (74). To examine differences in community
structure, weighted UniFrac distances (wUniFrac) were calculated on the rarefied count matrix. A
PERMANOVA was used to perform pairwise comparison between groups using the “adonis” func-
tion of the R phyloseq package. To evaluate community evolution dynamics to reach stability,
i.e., maturity, the wUniFrac distances to reach 58-day-old microbiota structures were evaluated
at the different sampling points. Bacterial relative abundances at the phylum and family levels
were fourth root transformed, whereas metabolites relative concentrations and gene expression
data were log10 transformed. MATERIALS AND METHODS Sequence processing was performed using the Galaxy-sup-
ported pipeline FROGS (70). After discarding sequences with primer mismatch and after deleting
sequences with erroneous sequencing length (,400 or .500 nucleotides) and ambiguous base, Month YYYY Volume XX Issue XX 10.1128/msystems.00243-22
14 mSystems Early-Life Nutrition and Gut Microbiota Succession 10,141,290 sequences were left (82% kept, 34,261 6 10,458 reads per sample). One low-sequence
sample was discarded so that the number of reads per sample ranged between 8,802 and 56,641. Chimeric DNA sequences were detected using VSEARCH (71) and were removed. Clustering was
performed using SWARM 21 (aggregation distance of 3) (72). After that, we assigned the opera-
tional taxonomic units (OTUs) to the obtained paired sequences using the BLAST algorithm
against the SILVA SSU Ref NR 138 data set 22 (73). A total of 1,197 OTUs were kept (min: 224 –
max: 927 OTUs per sample). An OTU table with taxonomic affiliations as well as metadata was
then built for subsequent analysis with the phyloseq package (74). 10,141,290 sequences were left (82% kept, 34,261 6 10,458 reads per sample). One low-sequence
sample was discarded so that the number of reads per sample ranged between 8,802 and 56,641. Chimeric DNA sequences were detected using VSEARCH (71) and were removed. Clustering was
performed using SWARM 21 (aggregation distance of 3) (72). After that, we assigned the opera-
tional taxonomic units (OTUs) to the obtained paired sequences using the BLAST algorithm
against the SILVA SSU Ref NR 138 data set 22 (73). A total of 1,197 OTUs were kept (min: 224 –
max: 927 OTUs per sample). An OTU table with taxonomic affiliations as well as metadata was
then built for subsequent analysis with the phyloseq package (74). Prediction of microbial functional profiles. PICRUSt2 analysis was used to predict the cecal micro-
bial community functions with the unrarefied OTU abundance table as input (75). Nearest sequenced
taxon index (NSTI) values are an indicator of PICRUSt2 prediction accuracy, with lower scores indicating
availability of closely related genomes (75). NSTI scores across all bacterial samples were relatively high
(0.42 6 0.35). Therefore, OTUs with insufficient reference genome coverage were removed from the
analysis, i.e., predictions with NSTI scores superior to 0.5. This threshold was chosen as a compromise
between accuracy (removal of samples with low NSTI scores) and reliability (72% of the total relative
abundances kept within our microbial communities), as presented in Fig. S1. MATERIALS AND METHODS Based on the threshold of 0.5% of relative abundances for OTUs
quantitative repeatability (14), OTU differential abundance testing was performed using the
DESeq2 package with multiple comparison corrections (76). Likewise, the number of MetaCyc
metabolic pathways per treatment was analyzed through DeSeq procedure. nloaded from https://journals.asm.org/journal/msystems on 20 June 2022 by 147.100.179.233. Data Availability. Amplicon sequences are available online (NCBI accession PRJNA615661). Analysis
scripts are available via https://github.com/paescharlotte/early_life_nutrition_rabbit/. Other data used
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Gidenne T, Fortun-Lamothe L. 2011. SUPPLEMENTAL MATERIAL Supplemental material is available online only. Supplemental material is avai
FIG S1, DOCX file, 0.1 MB. FIG S2, DOCX file, 0.04 MB. FIG S3, DOCX file, 0.03 MB. FIG S4, DOCX file, 0.1 MB. FIG S5, DOCX file, 0.1 MB. FIG S6, DOCX file, 0.1 MB. TABLE S1, XLSX file, 0.01 MB. TABLE S2, XLSX file, 0.01 MB. TABLE S3, XLSX file, 0.02 MB. TABLE S4, XLSX file, 0.02 MB. FIG S1, DOCX file, 0.1 MB. FIG S2, DOCX file, 0.04 MB. FIG S3, DOCX file, 0.03 MB. FIG S4, DOCX file, 0.1 MB. FIG S5, DOCX file, 0.1 MB. FIG S6, DOCX file, 0.1 MB. TABLE S1, XLSX file, 0.01 MB. TABLE S2, XLSX file, 0.01 MB. TABLE S3, XLSX file, 0.02 MB. TABLE S4, XLSX file, 0.02 MB. 10.1128/msystems.00243-22
15 Month YYYY Volume XX Issue XX Month YYYY Volume XX Issue XX Month YYYY Volume XX Issue XX mSystems Early-Life Nutrition and Gut Microbiota Succession ACKNOWLEDGMENTS We gratefully acknowledge M. Moulis and J.-M. Bonnemere for their assistance at the
rabbit experimental unit, as well as M. Segura, who contributed to sample preparation,
and C. Bannelier, who performed the food analysis. We thank the people of the research
teams NED (https://genphyse.toulouse.inra.fr/groups/ned) and SYSED (https://genphyse
.toulouse.inra.fr/groups/sysed) for their assistance during data collection. We especially
thank C. Knudsen for her careful proofreading. We acknowledge L. Gress and S. Fourre,
who performed the quantitative Fluidigm assay. The authors are grateful to the Genotoul
bioinformatics platform Toulouse Midi-Pyrenees and the Sigenae group for providing
computing and storage resources thanks to Galaxy instance http://sigenae-workbench
.toulouse.inra.fr. We thank the metabolomics platform Metatoul-AXIOM in Toulouse. We declare that we have no conflicts of interest. REFERENCES Br J Nutr 18:385–392. https://doi.org/10.1079/bjn19640035. 7. Koenig JE, Spor A, Scalfone N, Fricker AD, Stombaugh J, Knight R,
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https://press.umsida.ac.id/index.php/umsidapress/article/download/978-623-464-075-5/1125
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Buku Ajar Pengolahan Citra Digital
| null | 2,023
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cc-by
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Buku Ajar
Pengolahan Citra Digital
Penulis:
Rohman Dijaya
Anggota APPTI Nomor : 002.018.1.09.2017Anggota
IKAPI Nomor : 218/Anggota Luar Biasa/JTI/2019
Diterbitkan oleh
UMSIDA PRESS
Jl. Mojopahit 666 B Sidoarjo
ISBN: 978-623-464-075-5
Copyright©2023. Buku Ajar
Pengolahan Citra Digital Buku Ajar Pengolahan Citra Digital
Penulis: Rohman Dijaya
ISBN: 978-623-464-075-5
Editor: M.Tanzil M,S.H,.M.Kn & Mahardika D.KW, M.Pd.
Copy Editor:Wiwit Wahyu Wijayanti
Design Sampul dan Tata Letak: Cindy Ana Utami
Penerbit: UMSIDA Press
Redaksi: Universitas Muhammadiyah Sidoarjo Jl. Mojopahit
No 666B Sidoarjo, Jawa Timur Cetakan Pertama, September 2023
Hak Cipta © 2023 Rohman Dijaya Cetakan Pertama, September 2023 Cetakan Pertama, September 2023
Hak Cipta © 2023 Rohman Dijaya Hak Cipta © 2023 Rohman Dijaya Pernyataan Lisensi Creative Commons Attribution (CC BY) Pernyataan Lisensi Creative Commons Attribution (CC BY)
Buku ini dilisensikan di bawah Creative Commons Attribution-
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Buku ini dilisensikan di bawah Creative Commons Attribution-
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dalam penggunaan buku ini: Atribusi — Anda harus memberikan atribusi yang sesuai,
memberikan informasi yang cukup tentang penulis, judul buku,
dan lisensi serta menyertakan tautan ke lisensi CC BY Atribusi — Anda harus memberikan atribusi yang sesuai,
memberikan informasi yang cukup tentang penulis, judul buku,
dan lisensi, serta menyertakan tautan ke lisensi CC BY. y
g
memberikan informasi yang cukup tentang penulis, judul buku,
dan lisensi, serta menyertakan tautan ke lisensi CC BY. dan lisensi, serta menyertakan tautan ke lisensi CC BY. Penggunaan yang Adil — Anda tidak boleh menggunakan
buku ini untuk tujuan yang melanggar hukum atau melanggar
hak-hak pihak lain. Dengan menerima dan menggunakan buku ini, Anda
menyetujui untuk mematuhi persyaratan lisensi CC BY
sebagaimana diuraikan di atas. Catatan: Pernyataan hak cipta dan lisensi ini berlaku untuk
buku ini secara keseluruhan, termasuk semua konten yang
terkandung di dalamnya, kecuali disebutkan sebaliknya. Hak
cipta dari website, aplikasi, atau halaman eksternal yang
dijadikan contoh, dipegang dan dimiliki oleh sumber aslinya ii KATA PENGANTAR Puji syukur kepada Tuhan Yang Maha Esa, sehingga
Buku Ajar Pengolahan Citra Digital ini dapat disusun dengan
baik meskipun perlu penyempurnaan lebih lanjut. Pengolahan
Citra Digital merupakan mata kuliah Konsentrasi Kecerdasan
Buatan
di
Program
Studi
Informatika
Universitas
Muhammadiyah Sidoarjo. Buku ajar Pengolahan Citra Digital
ini dikhususkan untuk pegangan Mahasiswa Informatika
Fakultas Sains dan Teknologi Universitas Muhammadiyah
Sidoarjo. Mata kuliah prasarat yang harus diselesaikan sebelum
mengambil mata kuliah ini adalah: 1. Algoritma Pemograman 2. Pengantar Kecerdasan Buatan 3. Statistik Komputasi Di era komputerisasi ini perkembangan terkonologi komputasi
cerdas komputer kemajuannya sangat pesat karena dituntut
untuk mampu membuat teknologi terapan dengan kecepatan
komputasi yang tinggi dengan ketelitian dan kualitas yang
maksimal. Penulisan buku ajar Pengolahan Citra Digital ini ditulis dalam
16 BAB yang mengacu pada capaikan pembelajaran mata
kuliah pengolahan citra digital. Dengan
selesainya
penulisan
buku
ajar
ini
penulis
mengucapkan terima kasih kepada semua pihak yang telah iii memberikan bahan-bahan tulisan baik langsung maupun tidak
langsung. Penulis juga mengucapkan terima kasih khususnya
kepada: 1. Dr. Hidayatullah, M.Si pemangku pimpinan tertinggi yaitu
Rektor Universitas Muhammadiyah Sidoarjo yang telah
memberikan dan memfasilitasi dalam penulisan buku ajar
ini. 1. Dr. Hidayatullah, M.Si pemangku pimpinan tertinggi yaitu
Rektor Universitas Muhammadiyah Sidoarjo yang telah
memberikan dan memfasilitasi dalam penulisan buku ajar
ini. 2. Perpustakaan Universitas Muhammadiyah Sidoarjo yang
telah memfasilitasi dan mengkoordinasi dalam penulisan
buku ajar ini. 2. Perpustakaan Universitas Muhammadiyah Sidoarjo yang
telah memfasilitasi dan mengkoordinasi dalam penulisan
buku ajar ini. Akhir kata, kritik dan saran sangat diharapkan untuk
penyempurnaan buku ajar ini. Harapan kami semoga buku ajar
ini dapat digunakan sebagai tambahan informasi dan
bermanfaat
bagi
aktivitas
pembelajaran
mata
kuliah
Pengolahan Citra Digital di Program Studi Informatika,
Fakultas Sains dan Teknologi, Universitas Muhammadiyah
Sidoarjo. Penulis iv Bab I. Pengantar Pengolahan Citra Digital
1.1 Definisi Citra Digital Bab I. Pengantar Pengolahan Citra Digital
1.1 Definisi Citra Digital Citra digital adalah salah satu bentuk representasi visual dari dunia
nyata dalam bentuk digital yang dapat dipahami dan diolah oleh
komputer. Citra ini terdiri dari elemen-elemen titik yang disebut
piksel, yang tersusun dalam baris dan kolom. Setiap piksel memiliki
nilai numerik yang menggambarkan tingkat kecerahan atau warna
pada posisi tertentu dalam citra. Citra digital dapat diperoleh dari
berbagai sumber, seperti kamera digital, scanner, atau hasil simulasi
komputer.(E Woods & C Gonzalez, 2008). Dalam definisi ini, kami menjelaskan bahwa citra digital adalah
representasi visual dalam bentuk digital yang terdiri dari piksel-piksel
dengan nilai numerik. Daftar Isi KATA PENGANTAR ........................................................... iii
Daftar Isi ................................................................................. v
Bab I. Pengantar Pengolahan Citra Digital ..............................1
Bab 2. Dasar Matematika untuk Pengolahan Citra ..................6
Bab 3. Pengambilan Citra ......................................................11
Bab 4. Pengambilan dan Praproses Citra ...............................18
BAB 5. Pengolahan Intensitas dan Transformasi ...................23
Bab 6. Filtrasi dalam Domain Spasial ...................................29
Bab 7. Transformasi Citra dan Pengolahan Frekuensi ...........33
Bab 8. Transformasi Wavelet ................................................37
Bab 9. Analisis dan Segmentasi Citra ....................................40
Bab 10. Segmentasi Citra ......................................................44
Bab 11. Ekstraksi Fitur dan Pengenalan Pola ........................49
Bab 12. Pengenalan Pola .......................................................55
Bab 13. Aplikasi Lanjutan .....................................................62
Bab 14. Pengolahan Citra dalam Realitas Virtual dan
Augmented ............................................................................67
Bab 15. Kasus Studi ..............................................................71
Bab 16. Kesimpulan ..............................................................76
Biodata Penulis ....................................................................81 v e)
Pengenalan Pola Pengenalan Objek: Mengidentifikasi objek dalam citra. Pengenalan Objek: Mengidentifikasi objek dalam citra. Pengenalan Karakter: Mentranskripsikan teks dari citra tulisan
tangan atau cetakan. Pengenalan Karakter: Mentranskripsikan teks dari citra tulisan
tangan atau cetakan. Pengenalan Wajah: Mengidentifikasi wajah dalam citra.. Pengenalan Wajah: Mengidentifikasi wajah dalam citra.. 1.2 Tujuan Pengolahan Citra Tujuan utama dari pengolahan citra digital adalah memproses
dan memanipulasi citra digital untuk berbagai keperluan. Pengolahan citra ini melibatkan serangkaian operasi yang
bertujuan untuk meningkatkan kualitas citra, mengekstraksi
informasi penting, dan membuat citra lebih mudah dipahami
atau digunakan dalam berbagai aplikasi(Svoboda et al., 2007). Berikut adalah beberapa tujuan utama dari pengolahan citra
digital: a)
Peningkatan Kualitas Citra a)
Peningkatan Kualitas Citra Penajaman Kontras: Memperjelas perbedaan antara area gelap
dan terang dalam citra. Peningkatan Kejelasan: Memperbaiki ketajaman dan rincian
dalam citra. Reduksi Noise: Mengurangi gangguan acak yang dapat
mengaburkan citra. Reduksi Noise: Mengurangi gangguan acak yang dapat
mengaburkan citra. b)
Ekstraksi Fitur
Tepi Deteksi: Menemukan lokasi tepi atau perubahan tajam
dalam citra. 1 Ekstraksi Tekstur: Mengidentifikasi pola tekstur dalam citra. Ekstraksi Fitur Bentuk: Mendeteksi objek dan bentuk khusus
dalam citra. c)
Segmentasi Citra
Segmentasi Warna: Membagi citra menjadi kelompok
berdasarkan warna. Segmentasi Objek: Memisahkan objek dari latar belakang
dalam citra. Pemisahan Wilayah: Membagi citra menjadi wilayah-wilayah
homogen. d)
Kompresi Citra
Reduksi Ukuran: Mengurangi ukuran citra untuk penyimpanan
atau transmisi yang efisien. Kompresi Tanpa Kehilangan: Mengurangi ukuran citra tanpa
kehilangan banyak informasi. e)
Pengenalan Pola
Pengenalan Objek: Mengidentifikasi objek dalam citra. Pengenalan Karakter: Mentranskripsikan teks dari citra tulisan
tangan atau cetakan. Pengenalan Wajah: Mengidentifikasi wajah dalam citra.. 1.3
Aplikasi Pengolahan Citra
Pengolahan citra digital memiliki beragam aplikasi yang sangat
relevan di berbagai bidang. Kemampuan untuk memproses dan
menganalisis citra digital membuka pintu bagi banyak inovasi
dan perbaikan dalam berbagai industri dan disiplin ilmu. Berikut adalah beberapa aplikasi utama dari pengolahan citra
digital: Ekstraksi Tekstur: Mengidentifikasi pola tekstur dalam citra. Ekstraksi Fitur Bentuk: Mendeteksi objek dan bentuk khusus
dalam citra. Ekstraksi Tekstur: Mengidentifikasi pola tekstur dalam citra. Ekstraksi Fitur Bentuk: Mendeteksi objek dan bentuk khusus
dalam citra. d)
Kompresi Citra
Reduksi Ukuran: Mengurangi ukuran citra untuk penyimpanan
atau transmisi yang efisien. Kompresi Tanpa Kehilangan: Mengurangi ukuran citra tanpa
kehilangan banyak informasi. 1.3
Aplikasi Pengolahan Citra Pengolahan citra digital memiliki beragam aplikasi yang sangat
relevan di berbagai bidang. Kemampuan untuk memproses dan
menganalisis citra digital membuka pintu bagi banyak inovasi
dan perbaikan dalam berbagai industri dan disiplin ilmu. Berikut adalah beberapa aplikasi utama dari pengolahan citra
digital: 2 a) Kedokteran
Diagnosa
Medis:
Pengolahan
citra
digunakan
untuk
mendiagnosis penyakit dan mengidentifikasi gangguan dalam
citra medis seperti MRI (Magnetic Resonance Imaging) dan CT
scan (Computed Tomography). Pemantauan Kesehatan:
Pengawasan perkembangan penyakit dan pemantauan kondisi
pasien. Pencitraan Bedah: Bantuan dalam prosedur bedah dan
pencitraan endoskopi. a) Kedokteran
Diagnosa
Medis:
Pengolahan
citra
digunakan
untuk
mendiagnosis penyakit dan mengidentifikasi gangguan dalam
citra medis seperti MRI (Magnetic Resonance Imaging) dan CT
scan (Computed Tomography). Pemantauan Kesehatan:
Pengawasan perkembangan penyakit dan pemantauan kondisi
pasien. Pencitraan Bedah: Bantuan dalam prosedur bedah dan
pencitraan endoskopi. b) Industri Manufaktur b) Industri Manufaktur
Kontrol Kualitas: Memeriksa produk-produk untuk kecacatan
atau ketidaksesuaian. Kontrol Kualitas: Memeriksa produk-produk untuk kecacatan
atau ketidaksesuaian. Pemantauan Proses: Mengamati dan mengontrol proses
produksi untuk meningkatkan efisiensi. Pemantauan Proses: Mengamati dan mengontrol proses
produksi untuk meningkatkan efisiensi. Desain Produk: Mengembangkan desain produk dan prototipe
dengan bantuan pemodelan citra. c) Kehutanan
Pengawasan Hutan: Memantau keadaan hutan dan deteksi
perubahan, termasuk pemantauan kebakaran hutan. c) Kehutanan
Pengawasan Hutan: Memantau keadaan hutan dan deteksi
perubahan, termasuk pemantauan kebakaran hutan. Penelitian Ekologi: Studi lingkungan dan perkembangan
tumbuhan dan satwa liar. Penelitian Ekologi: Studi lingkungan dan perkembangan
tumbuhan dan satwa liar. d) Robotika
Penglihatan Komputer: Menggunakan pengolahan citra untuk
navigasi dan pengenalan dalam robotika. Kendaraan Otonom: Dalam kendaraan otonom seperti mobil
tanpa pengemudi. Kendaraan Otonom: Dalam kendaraan otonom seperti mobil
tanpa pengemudi. e) Keamanan
Pengawasan Video: Memonitor area keamanan melalui kamera
pengawas dan mendeteksi perilaku mencurigakan. Pengenalan Wajah: Mengenali individu melalui analisis citra
wajah. )
Pengawasan Video: Memonitor area keamanan melalui kamera
pengawas dan mendeteksi perilaku mencurigakan. pengawas dan mendeteksi perilaku mencurigakan. Pengenalan Wajah: Mengenali individu melalui analisis citra
wajah. Pengenalan Wajah: Mengenali individu melalui analisis citra
wajah. 3 f) Hiburan
Efek Visual: Pencitraan digital digunakan untuk menciptakan
efek visual dalam film dan permainan video. Pengolahan Gambar: Mengedit dan memperbaiki citra untuk
keperluan hiburan. g) Astronomi
Pencitraan Astronomi: Analisis citra astronomi untuk
mendapatkan pemahaman tentang alam semesta dan objek-
objek langit. 1.4 Sejarah Pengolahan Citra Digital Pengolahan citra digital memiliki sejarah yang menarik yang
dimulai pada awal abad ke-20 dan berkembang pesat seiring
dengan perkembangan teknologi komputer. Sejarah ini
mencakup beberapa tonggak penting dalam perkembangan
pengolahan citra digital. 1.3
Aplikasi Pengolahan Citra a) Awal Pengolahan Citra Analog
Sebelum era digital, pengolahan citra dilakukan secara analog
menggunakan teknik fotografi dan teknik pencitraan kimia. Teknik ini terbatas dalam hal manipulasi citra dan pengambilan
tindakan lebih lanjut berdasarkan hasil pencitraan. b) Era Awal Pengolahan Citra Digital (1940-an - 1950-an) b) Era Awal Pengolahan Citra Digital (1940-an - 1950-an)
Pada tahun 1940-an dan 1950-an, komputer pertama digunakan
untuk pemrosesan citra. Salah satu contohnya adalah komputer
ENIAC yang digunakan untuk mengolah citra radar selama
Perang Dunia II. Ini menjadi titik awal pengolahan citra digital. b) Era Awal Pengolahan Citra Digital (1940-an - 1950-an)
Pada tahun 1940-an dan 1950-an, komputer pertama digunakan
untuk pemrosesan citra. Salah satu contohnya adalah komputer
ENIAC yang digunakan untuk mengolah citra radar selama
Perang Dunia II. Ini menjadi titik awal pengolahan citra digital. c) Pengembangan Teknik Pengolahan Citra Digital (1960-an -
1970-an) c) Pengembangan Teknik Pengolahan Citra Digital (1960-an -
1970-an) Pada tahun 1960-an dan 1970-an, pengolahan citra digital
mulai berkembang sebagai disiplin ilmu tersendiri. Teknik- 4 teknik seperti pemrosesan histogram dan deteksi tepi mulai
dikembangkan. Pada saat ini, penggunaan komputer menjadi
lebih umum dalam pengolahan citra. d) Munculnya Standar Pengolahan Citra (1980-an - 1990-an)
Pada tahun 1980-an dan 1990-an, industri dan organisasi
internasional mulai mengembangkan standar untuk pengolahan
citra digital. Hal ini membantu memfasilitasi pertukaran dan
pemrosesan citra antar platform dan aplikasi. e) Era Modern Pengolahan Citra Digital (2000-an - Sekarang)
Dengan perkembangan pesat teknologi komputer dan
perangkat keras yang kuat, pengolahan citra digital telah
mencapai tingkat yang belum pernah terjadi sebelumnya. Algoritma-algoritma canggih seperti pengenalan pola dan
pembelajaran mesin digunakan dalam berbagai aplikasi,
termasuk pengenalan wajah, kendaraan otonom, dan banyak
lagi. 5 Bab 2. Dasar Matematika untuk Pengolahan Citra
2.1. Konsep Dasar Citra Bab 2. Dasar Matematika untuk Pengolahan Citra
2.1. Konsep Dasar Citra Citra adalah representasi visual dari dunia nyata atau objek
dalam bentuk yang dapat dipahami oleh komputer. Untuk
memahami pengolahan citra digital dengan baik, penting untuk
memahami konsep dasar berikut: Piksel adalah unit dasar dari citra Setiap piksel memiliki koordinat spasial (baris dan kolom)
yang menentukan posisinya dalam citra. Setiap piksel memiliki nilai numerik yang menggambarkan
tingkat kecerahan (grayscale) atau kombinasi warna (citra
berwarna). Resolusi mengacu pada jumlah piksel dalam citra. Citra dengan resolusi tinggi memiliki lebih banyak detail
karena memiliki lebih banyak piksel. Citra dengan resolusi tinggi memiliki lebih banyak detail
karena memiliki lebih banyak piksel. Citra dengan resolusi rendah cenderung lebih kasar. c. Mode Citra
Mode citra mengacu pada jenis informasi yang diwakili oleh
setiap piksel. Citra grayscale hanya memiliki informasi
kecerahan. Citra berwarna memiliki informasi kecerahan dan
warna, biasanya dalam mode RGB (Merah, Hijau, Biru). d. Citra Biner
Citra biner hanya memiliki dua nilai piksel yang mungkin
(hitam dan putih). Biasanya digunakan untuk segmentasi citra. e. Format Citra
Format citra mengacu pada cara data citra disimpan dalam
memori komputer, seperti JPEG, PNG, atau BMP. c.
Citra Biner c. Citra Biner
Citra biner hanya memiliki dua nilai piksel yang mungkin:
hitam dan putih. Ini adalah hasil dari proses segmentasi, di
mana piksel-piksel dikelompokkan menjadi dua kelas
berdasarkan ambang tertentu. Representasi citra biner
menggunakan nilai biner, sering kali 0 untuk hitam dan 1 untuk
putih. 2.2. Representasi Citra Digital Representasi citra digital adalah cara untuk menggambarkan
citra dalam bentuk yang dapat dipahami oleh komputer. Ini
melibatkan penggunaan matriks atau array angka untuk
mewakili tingkat kecerahan atau warna setiap piksel dalam
citra. Dalam pengolahan citra digital, ada beberapa jenis
representasi citra yang penting untuk dipahami: a. Citra Grayscale
Citra grayscale adalah citra yang hanya memiliki tingkat
kecerahan sebagai informasi. Setiap piksel dalam citra
grayscale direpresentasikan oleh satu angka, biasanya dalam
rentang 0 hingga 255. Nilai 0 mewakili warna hitam, sementara
nilai 255 mewakili warna putih. a. Citra Grayscale
Citra grayscale adalah citra yang hanya memiliki tingkat
kecerahan sebagai informasi. Setiap piksel dalam citra
grayscale direpresentasikan oleh satu angka, biasanya dalam
rentang 0 hingga 255. Nilai 0 mewakili warna hitam, sementara
nilai 255 mewakili warna putih. b. Citra Berwarna (Mode RGB) d. Citra Biner Citra biner hanya memiliki dua nilai piksel yang mungkin
(hitam dan putih). Biasanya digunakan untuk segmentasi citra. e. Format Citra
Format citra mengacu pada cara data citra disimpan dalam
memori komputer, seperti JPEG, PNG, atau BMP. e. Format Citra
Format citra mengacu pada cara data citra disimpan dalam
memori komputer, seperti JPEG, PNG, atau BMP. e. Format Citra
Format citra mengacu pada cara data citra disimpan dalam
memori komputer, seperti JPEG, PNG, atau BMP. 6 b.
Citra Berwarna (Mode RGB) b. Citra Berwarna (Mode RGB)
Citra berwarna mengandung informasi kecerahan dan warna. Representasi paling umum untuk citra berwarna adalah mode
RGB (Merah, Hijau, Biru). Setiap piksel dalam citra RGB
direpresentasikan oleh tiga nilai, masing-masing mewakili
tingkat merah, hijau, dan biru dalam rentang 0 hingga 255. d.
Matriks Citra Citra digital dapat direpresentasikan sebagai matriks dua
dimensi di mana setiap elemen matriks mewakili nilai piksel di
lokasi yang sesuai dalam citra. Matriks ini dapat diolah 7 menggunakan operasi matematika untuk menghasilkan efek
tertentu pada citra. 2.4. Transformasi Citra Transformasi citra adalah proses mengubah citra digital dari
domain spasial (pada piksel individu) ke domain frekuensi atau
domain lain untuk tujuan tertentu. Ini adalah salah satu konsep
dasar dalam pengolahan citra digital dan sering digunakan
untuk meningkatkan citra atau mengekstraksi informasi
penting. Berikut adalah beberapa transformasi citra yang umum
digunakan: Transformasi citra adalah proses mengubah citra digital dari
domain spasial (pada piksel individu) ke domain frekuensi atau
domain lain untuk tujuan tertentu. Ini adalah salah satu konsep
dasar dalam pengolahan citra digital dan sering digunakan
untuk meningkatkan citra atau mengekstraksi informasi
penting. Berikut adalah beberapa transformasi citra yang umum
digunakan: a) Transformasi Fourier a) Transformasi Fourier
Transformasi Fourier digunakan untuk mengubah citra dari
domain spasial ke domain frekuensi. Ini berguna untuk
menganalisis spektrum frekuensi citra dan dapat digunakan
dalam proses seperti penyaringan frekuensi dan pemulihan
citra. c) Transformasi Geometrik Transformasi geometrik digunakan untuk mengubah bentuk
atau posisi objek dalam citra. Ini termasuk rotasi, pemantulan,
dan skalasi. Transformasi geometrik digunakan untuk mengubah bentuk
atau posisi objek dalam citra. Ini termasuk rotasi, pemantulan,
dan skalasi. b) Transformasi Wavelet b) Transformasi Wavelet Transformasi wavelet membagi citra menjadi komponen
frekuensi berbeda pada berbagai tingkat resolusi. Ini
memungkinkan deteksi dan representasi fitur citra pada tingkat
resolusi yang berbeda. Transformasi wavelet membagi citra menjadi komponen
frekuensi berbeda pada berbagai tingkat resolusi. Ini
memungkinkan deteksi dan representasi fitur citra pada tingkat
resolusi yang berbeda. c) Transformasi Geometrik 2.3. Operasi Dasar Citra Digital Operasi dasar pada citra adalah serangkaian operasi
matematika dan transformasi yang diterapkan pada citra untuk
mengubahnya atau menghasilkan citra baru. Ini adalah langkah
awal dalam pengolahan citra digital. Beberapa operasi dasar
pada citra melibatkan manipulasi tingkat kecerahan, kontras,
dan distribusi nilai piksel. Berikut adalah beberapa operasi
dasar yang umumnya digunakan: a. Peningkatan Kecerahan dan kontras
Peningkatan Kecerahan: Operasi ini meningkatkan tingkat
kecerahan seluruh citra dengan menambahkan nilai tetap ke
setiap piksel. Ini membuat citra terlihat lebih terang. Peningkatan Kontras: Operasi ini meningkatkan kontras citra
dengan menggandakan seluruh rentang nilai piksel sehingga
perbedaan antara piksel-piksel yang berdekatan lebih jelas. p p
g
Peningkatan Kontras: Operasi ini meningkatkan kontras citra
dengan menggandakan seluruh rentang nilai piksel sehingga
perbedaan antara piksel-piksel yang berdekatan lebih jelas. b. Transformasi Logaritmik
Operasi ini mengubah tingkat kecerahan piksel dengan
menggunakan logaritma. Hal ini berguna untuk meningkatkan
detail di area dengan tingkat kecerahan rendah. b. Transformasi Logaritmik
Operasi ini mengubah tingkat kecerahan piksel dengan
menggunakan logaritma. Hal ini berguna untuk meningkatkan
detail di area dengan tingkat kecerahan rendah. c. Transformasi Gamma c. Transformasi Gamma
Transformasi
gamma
adalah
operasi
non-linear
yang
digunakan untuk memodifikasi kontras citra. Ini berguna untuk
menyesuaikan tingkat kecerahan dalam kondisi tertentu. d. Operasi Konvolusi
Operasi konvolusi melibatkan penggunaan kernel atau matriks
konvolusi untuk mengubah nilai piksel dalam citra. Ini dapat
digunakan untuk penghalusan, deteksi tepi, atau filter citra. e. Transformasi Citra
Transformasi citra melibatkan perubahan koordinat piksel
dalam citra. Ini bisa termasuk rotasi, skalasi, atau pemantulan. e. Transformasi Citra
Transformasi citra melibatkan perubahan koordinat piksel
dalam citra. Ini bisa termasuk rotasi, skalasi, atau pemantulan. e. Transformasi Citra
Transformasi citra melibatkan perubahan koordinat piksel
dalam citra. Ini bisa termasuk rotasi, skalasi, atau pemantulan. 8 2.4. Transformasi Citra 2.4. Transformasi Citra Bab 3. Pengambilan Citra Pengambilan citra adalah tahap pertama dalam pengolahan
citra digital di mana citra direkam atau diperoleh dari sumber
aslinya. Proses pengambilan citra dapat bervariasi tergantung
pada jenis sumber citra dan tujuannya. Dalam subbab ini, kita
akan membahas beberapa aspek penting terkait pengambilan
citra: Hardware Pengambilan Citra Kamera Digital: Kamera digital adalah salah satu sumber citra
paling umum. Mereka dapat digunakan untuk mengambil
gambar diam (foto) atau merekam video. Kamera digital
modern dapat menghasilkan citra beresolusi tinggi dengan
berbagai fitur pengaturan. Scanner: Scanner digunakan untuk mengambil citra dari
dokumen cetak atau gambar yang telah ada. Mereka
menghasilkan citra dengan tingkat resolusi yang tinggi dan
kualitas yang baik. Sensor Citra: Sensor citra digunakan dalam berbagai aplikasi
seperti pengawasan, penglihatan mesin, dan kendaraan
otonom. Mereka dapat berupa kamera termal, sensor radar, atau
lidar. d) Transformasi Histogram d) Transformasi Histogram d) Transformasi Histogram
Transformasi histogram adalah teknik yang digunakan untuk
mengubah distribusi tingkat kecerahan dalam citra.Ini berguna
untuk meningkatkan kontras dan penyesuaian tingkat
kecerahan. )
g
Transformasi histogram adalah teknik yang digunakan untuk
mengubah distribusi tingkat kecerahan dalam citra.Ini berguna
untuk meningkatkan kontras dan penyesuaian tingkat
kecerahan. e) Transformasi Logaritmik dan Eksponensial e) Transformasi Logaritmik dan Eksponensial Transformasi logaritmik dan eksponensial digunakan untuk
mengubah nilai piksel dalam citra secara non-linear. Ini sering Transformasi logaritmik dan eksponensial digunakan untuk
mengubah nilai piksel dalam citra secara non-linear. Ini sering 9 digunakan untuk meningkatkan kontras di area dengan
kecerahan rendah atau tinggi. 10 10 Bab 3. Pengambilan Citra Prinsip Pengambilan Citra yang Baik Parameter Pengambilan Citra Resolusi: Resolusi citra mengacu pada jumlah piksel dalam
citra. Resolusi tinggi menghasilkan citra dengan detail yang
tinggi, sementara resolusi rendah menghasilkan citra dengan
detail yang lebih rendah. Kedalaman Warna: Kedalaman
warna
mengacu
pada
jumlah
warna
yang
dapat
direpresentasikan dalam citra. Citra berwarna memiliki
kedalaman warna yang lebih tinggi dibandingkan citra
grayscale. Kecepatan Pengambilan Citra: Kecepatan
pengambilan citra penting dalam aplikasi bergerak seperti
kendaraan otonom atau pengawasan real-time. Prinsip Pengambilan Citra yang Baik 11 Pencahayaan: Pencahayaan yang baik sangat penting untuk
pengambilan
citra
yang berkualitas. Pastikan
kondisi
pencahayaan sesuai dengan kebutuhan.Fokus: Pastikan citra
fokus dengan baik untuk menghindari citra yang buram atau
kabur.Kompensasi Guncangan: Dalam situasi bergerak,
seperti pengambilan citra dari kendaraan bergerak, penggunaan
stabilisasi atau teknologi anti-guncangan dapat membantu
menjaga kestabilan citra. a)
Kamera Digital Kamera digital adalah perangkat keras pengambilan citra yang
paling umum digunakan oleh pengguna umum. Mereka terdiri
dari lensa optik untuk mengumpulkan cahaya dan sensor
gambar untuk merekam citra. Sensor gambar dalam kamera
digital dapat berupa CCD (Charge-Coupled Device) atau
CMOS (Complementary Metal-Oxide-Semiconductor). 3.1. Hardware Pengambilan Citra Hardware pengambilan citra adalah perangkat keras yang
digunakan untuk mendapatkan citra dari berbagai sumber. Perangkat keras ini berperan penting dalam pengambilan citra
karena menentukan resolusi, kualitas, dan kemampuan untuk
beradaptasi dengan berbagai kondisi pengambilan citra. Dalam
subbab ini, kita akan membahas beberapa jenis hardware
pengambilan citra yang umum digunakan: b)
Scanner Scanner adalah perangkat keras yang digunakan untuk
mengambil citra dari dokumen cetak, foto, atau gambar
lainnya. Mereka bekerja dengan menggulung atau meletakkan
dokumen di bawah pemindai yang memiliki sensor untuk
mengukur tingkat reflektansi pada setiap titik. 12 Kamera Spesialis c) Ada kamera yang dirancang khusus untuk aplikasi tertentu
seperti kamera termal untuk pengukuran suhu, kamera satelit
untuk pengambilan citra bumi, dan kamera endoskopi untuk
pemeriksaan dalam tubuh manusia. e)
Perangkat Penangkap Video Perangkat penangkap video adalah perangkat keras yang
digunakan untuk merekam citra bergerak dalam bentuk
video. Mereka sering digunakan dalam pengawasan video
dan rekaman film. f)
Kedalaman Warna dan Resolusi Keputusan dalam memilih hardware pengambilan citra
termasuk kedalaman warna (bit per piksel) dan resolusi (jumlah
piksel). Pemilihan kedalaman warna dan resolusi tergantung
pada aplikasi dan kebutuhan spesifik. d)
Sensor Citra Sensor citra adalah perangkat keras yang digunakan untuk
mengambil citra di berbagai aplikasi seperti pengawasan
keamanan, kendaraan otonom, dan fotografi udara. Jenis
sensor mencakup sensor radar, lidar, dan sensor termal. e)
Perangkat Penangkap Video e)
Perangkat Penangkap Video e)
Penempatan Perspektif b)
Pengaturan Fokus b)
Pengaturan Fokus b) Fokus yang baik sangat penting untuk mendapatkan citra yang
tajam dan jelas. Pengaturan fokus melibatkan penyesuaian
lensa kamera atau sensor untuk memfokuskan cahaya pada
sensor gambar. Fokus yang baik sangat penting untuk mendapatkan citra yang
tajam dan jelas. Pengaturan fokus melibatkan penyesuaian
lensa kamera atau sensor untuk memfokuskan cahaya pada
sensor gambar. 3.2.
Teknik Pengambilan Citra Teknik pengambilan citra merujuk pada berbagai metode yang
digunakan untuk mengoptimalkan proses pengambilan citra
dan memastikan bahwa citra yang dihasilkan sesuai dengan 13 tujuan aplikasi tertentu. Berikut adalah beberapa teknik
pengambilan citra yang umum digunakan: Pencahayaan yang Dikontrol Pencahayaan yang Dikontrol a) Pencahayaan yang baik adalah kunci untuk pengambilan citra
yang berkualitas. Teknik pengaturan pencahayaan termasuk
penggunaan cahaya alami, cahaya buatan, dan penggunaan
reflektor atau difusor untuk mengendalikan intensitas cahaya. Pencahayaan yang baik adalah kunci untuk pengambilan citra
yang berkualitas. Teknik pengaturan pencahayaan termasuk
penggunaan cahaya alami, cahaya buatan, dan penggunaan
reflektor atau difusor untuk mengendalikan intensitas cahaya. Penggunaan Filter Optik Penggunaan Filter Optik Filter optik digunakan untuk mengatur karakteristik cahaya
yang mencapai sensor gambar. Filter polarisasi, filter ND
(Neutral Density), dan filter inframerah adalah contoh filter
optik yang dapat digunakan untuk efek tertentu. g)
Penggunaan Teknik Khusus Dalam aplikasi tertentu, seperti fotografi makro, fotografi
inframerah, atau fotografi malam, teknik pengambilan citra
khusus mungkin diperlukan. Dalam aplikasi tertentu, seperti fotografi makro, fotografi
inframerah, atau fotografi malam, teknik pengambilan citra
khusus mungkin diperlukan. d)
Penggunaan Tripod dan Stabilisasi d)
Penggunaan Tripod dan Stabilisasi Penggunaan tripod atau perangkat stabilisasi dapat membantu
menjaga kestabilan kamera selama pengambilan citra. Ini
adalah penting dalam kondisi pengambilan citra yang
memerlukan eksposur lama atau ketika kamera berada dalam
gerakan. e) 14 Penempatan perspektif yang baik adalah penting dalam
pengambilan citra objek atau lanskap. Teknik seperti
pengaturan sudut pandang, tinggi kamera, dan penempatan
objek dapat memengaruhi tampilan akhir citra. 3.3. Kualitas Citra Kualitas citra merujuk pada sejauh mana citra yang diambil
mencerminkan objek atau scene asli dengan benar dan detail
yang baik. Kualitas citra adalah faktor kunci dalam pengolahan
citra digital karena hasil akhirnya sangat bergantung pada
kualitas citra yang digunakan. Berikut adalah beberapa aspek
penting yang memengaruhi kualitas citra: f)
Pengaturan Kamera f)
Pengaturan Kamera Pengaturan kamera yang tepat termasuk penyesuaian kecepatan
rana, bukaan lensa, ISO, dan mode eksposur. Pengaturan ini
dapat disesuaikan untuk mencapai hasil yang diinginkan dalam
pengambilan citra. Penggunaan Teknik Khusus d)
Distorsi Distorsi adalah penyimpangan dari bentuk atau penampilan
objek atau scene asli dalam citra. Distorsi dapat disebabkan
oleh lensa kamera, pergeseran perspektif, atau faktor teknis
lainnya. e)
Kebisingan (Noise) Kebisingan adalah gangguan acak dalam citra yang dapat
mengurangi ketajaman dan kualitas citra. Sumber kebisingan
meliputi sensor kamera, pencahayaan yang rendah, atau
kompresi citra. c)
Kecerahan dan Kontras c)
Kecerahan dan Kontras c) Kecerahan mengacu pada tingkat pencahayaan dalam citra,
sementara kontras mengacu pada perbedaan antara tingkat
kecerahan yang berbeda dalam citra. Citra yang terlalu terang
atau terlalu gelap dapat mengurangi kualitasnya. Kecerahan mengacu pada tingkat pencahayaan dalam citra,
sementara kontras mengacu pada perbedaan antara tingkat
kecerahan yang berbeda dalam citra. Citra yang terlalu terang
atau terlalu gelap dapat mengurangi kualitasnya. Resolusi a) Resolusi citra mengacu pada jumlah piksel dalam citra.Citra
dengan resolusi tinggi memiliki lebih banyak detail dan lebih
baik dalam merepresentasikan objek atau scene yang kompleks. 15 b) Kedalaman Warna Kedalaman warna mengacu pada jumlah warna yang dapat
direpresentasikan dalam citra. Citra dengan kedalaman warna
yang tinggi dapat menangkap detail warna yang halus. c)
Kecerahan dan Kontras f)
Artefak(Artifact) Artefak adalah elemen yang tidak ada dalam objek atau scene
asli, tetapi muncul dalam citra karena proses pengambilan citra
atau kompresi. Artefak dapat mengurangi kualitas citra secara
signifikan. 16 g) Gangguan (Interference) Gangguan adalah gangguan elektromagnetik atau gangguan
lainnya yang dapat memengaruhi transmisi atau pengambilan
citra. Ini dapat terjadi dalam situasi di mana banyak perangkat
elektronik beroperasi secara bersamaan. 17 17 17 4.2. Segmentasi Citra Segmentasi citra adalah proses penting dalam pengolahan citra
digital di mana citra dibagi menjadi beberapa bagian atau
segmen, dengan tujuan mengidentifikasi dan memisahkan
objek atau area yang menarik dalam citra. Segmentasi
digunakan dalam berbagai aplikasi, termasuk pengenalan
objek, pengukuran area, pemrosesan citra medis, dan analisis
citra satelit. Berikut adalah beberapa teknik dan konsep utama
dalam segmentasi citra: Bab 4. Pengambilan dan Praproses Citra Bab 4. Pengambilan dan Praproses Citra Bab 4. Pengambilan dan Praproses Citra Bab 4. Pengambilan dan Praproses Citra 4.1. Perbaikan Kualitas Citra
Praproses citra adalah tahap yang sangat penting dalam
pengolahan citra digital di mana citra mentah yang diambil
dari sumber asli diperbaiki dan ditingkatkan sebelum
tahap pengolahan selanjutnya. Salah satu aspek utama dari
praproses citra adalah perbaikan kualitas citra. Ini
melibatkan serangkaian teknik untuk menghilangkan
gangguan dan meningkatkan kualitas citra. Berikut adalah
beberapa teknik yang umum digunakan dalam perbaikan
kualitas citra: 4.1. Perbaikan Kualitas Citra
Praproses citra adalah tahap yang sangat penting dalam
pengolahan citra digital di mana citra mentah yang diambil
dari sumber asli diperbaiki dan ditingkatkan sebelum
tahap pengolahan selanjutnya. Salah satu aspek utama dari
praproses citra adalah perbaikan kualitas citra. Ini
melibatkan serangkaian teknik untuk menghilangkan
gangguan dan meningkatkan kualitas citra. Berikut adalah
beberapa teknik yang umum digunakan dalam perbaikan
kualitas citra: a) Peningkatan Kecerahan dan Kontras
Peningkatan kecerahan dan kontras adalah salah satu
langkah pertama dalam perbaikan kualitas citra. Ini dapat
dilakukan dengan teknik seperti penyesuaian tingkat
kecerahan, kontras, dan histogram citra. b) Reduksi Kebisingan (Noise Reduction)
Kebisingan adalah gangguan acak dalam citra yang dapat
mengurangi kualitasnya. Teknik seperti filter median atau
filter Gaussian dapat digunakan untuk mengurangi
kebisingan. c) Peningkatan Tepi (Edge Enhancement)
Peningkatan tepi adalah teknik untuk meningkatkan kontur
dan detail dalam citra. Filter tepi seperti filter Sobel atau
filter Canny dapat digunakan untuk tujuan ini. d) Peningkatan Ketajaman (Sharpening)
Peningkatan ketajaman digunakan untuk memperjelas detail
dalam citra. Filter peningkatan ketajaman, seperti filter
Laplacian, dapat digunakan. e) Penghapusan Artefak (Artifact Removal) 18 Artefak adalah elemen yang tidak ada dalam objek asli,
tetapi muncul dalam citra. Teknik penghapusan artefak
digunakan untuk menghilangkan artefak yang disebabkan
oleh kompresi atau proses pengambilan citra. f) Koreksi Distorsi (Distortion Correction)
Jika citra mengalami distorsi seperti pergeseran perspektif,
teknik koreksi distorsi digunakan untuk mengembalikannya
ke bentuk asli. f) Koreksi Distorsi (Distortion Correction)
Jika citra mengalami distorsi seperti pergeseran perspektif,
teknik koreksi distorsi digunakan untuk mengembalikannya
ke bentuk asli. g) Pemulihan Citra yang Rusak (Image Restoration)
Jika citra mengalami kerusakan, misalnya karena kerusakan
akibat kompresi atau transmisi, teknik pemulihan citra
digunakan untuk memulihkannya sebisa mungkin. g) Pemulihan Citra yang Rusak (Image Restoration)
Jika citra mengalami kerusakan, misalnya karena kerusakan
akibat kompresi atau transmisi, teknik pemulihan citra
digunakan untuk memulihkannya sebisa mungkin. a) Teknik Segmentasi Citra •
Thresholding: Teknik ini melibatkan pemilihan ambang
tertentu sehingga piksel dengan intensitas di atas ambang
menjadi satu segmen, sementara piksel dengan intensitas
di bawah ambang menjadi segmen lain. •
Segmentasi Berdasarkan Warna: Pada citra berwarna,
segmentasi dapat dilakukan berdasarkan komponen
warna (misalnya, merah, hijau, biru) atau dalam ruang
warna tertentu seperti HSV (Hue, Saturation, Value). •
Metode Region Growing: Metode ini memulai dengan
satu atau beberapa titik benih (seed) dan memperluas 19 segmen dengan mempertimbangkan piksel tetangga yang
memiliki kriteria kesamaan tertentu. segmen dengan mempertimbangkan piksel tetangga yang
memiliki kriteria kesamaan tertentu. •
Metode Clustering: Metode ini mengelompokkan piksel
ke dalam kelompok berdasarkan kemiripan mereka dalam
ruang fitur, seperti ruang warna atau domain spasial. •
Segmentasi Berbasis Tepi: Metode ini mengidentifikasi
tepi objek dengan menemukan perubahan tajam dalam
tingkat kecerahan atau warna citra. Tepi ini digunakan
sebagai batas objek. b)
Pemilihan Metode Segmentasi yang Tepat
Pemilihan
metode
segmentasi
yang
tepat
sangat
tergantung pada jenis citra dan karakteristik objek yang
akan di-segmentasi. Beberapa metode mungkin lebih
cocok untuk citra medis, sementara yang lain lebih cocok
untuk citra alam atau citra satelit. c)
Evaluasi Segmentasi
Evaluasi hasil segmentasi adalah langkah penting untuk
mengukur sejauh mana segmen mencerminkan objek yang
sebenarnya. Metrik evaluasi seperti IoU (Intersection over
Union) digunakan untuk mengukur overlap antara hasil
segmentasi dengan referensi yang benar. 4.3. Ekstraksi Fitur
a)
Fitur Citra
Fitur citra adalah karakteristik, informasi, atau atribut
tertentu yang dapat diukur atau diekstraksi dari citra. Contoh fitur citra termasuk tekstur, warna, bentuk, tepi,
dan intensitas piksel. 4.3. Ekstraksi Fitur
a)
Fitur Citra
Fitur citra adalah karakteristik, informasi, atau atribut
tertentu yang dapat diukur atau diekstraksi dari citra. Contoh fitur citra termasuk tekstur, warna, bentuk, tepi,
dan intensitas piksel. b)
Teknik Ekstraksi Fitur
Ekstraksi
Histogram:
Histogram
citra
mengukur
distribusi intensitas piksel dalam citra. Ini digunakan 20 untuk mengidentifikasi tingkat kecerahan, kontras, dan
distribusi warna dalam citra. Ekstraksi Tepi (Edge Detection): Teknik ini digunakan
untuk menemukan garis tepi atau kontur dalam citra. Algoritma seperti operator Sobel atau Canny dapat
digunakan. Ekstraksi Tepi (Edge Detection): Teknik ini digunakan
untuk menemukan garis tepi atau kontur dalam citra. Algoritma seperti operator Sobel atau Canny dapat
digunakan. Ekstraksi Tekstur: Tekstur menggambarkan pola ulang
yang terlihat dalam citra. Teknik ekstraksi tekstur seperti
GLCM (Gray-Level Co-Occurrence Matrix) dapat
digunakan. Ekstraksi Warna: Warna adalah fitur penting dalam citra
berwarna. Ruang warna seperti RGB, HSV, atau LAB
digunakan untuk ekstraksi fitur warna. a) Teknik Segmentasi Citra Ekstraksi
Bentuk:
Ekstraksi
bentuk
mencakup
pengukuran karakteristik geometris dari objek dalam citra,
seperti area, perimeter, atau bentuk. Ekstraksi Fitur Transformasi: Transformasi seperti
transformasi Fourier atau transformasi wavelet digunakan
untuk ekstraksi fitur dalam domain frekuensi. c) Seleksi Fitur c) Seleksi Fitur
Seleksi fitur adalah proses memilih subset fitur yang paling
relevan dan penting untuk tugas tertentu. Hal ini dapat
membantu mengurangi dimensi data dan meningkatkan
efisiensi dalam analisis citra. d) Penggunaan Fitur dalam Aplikasi 21 Fitur-fitur yang diekstraksi dapat digunakan dalam berbagai
aplikasi, termasuk pengenalan pola, klasifikasi objek,
deteksi objek, atau analisis citra medis. 22 22 BAB 5. Pengolahan Intensitas dan Transformasi Peningkatan kontras dan kejelasan adalah salah satu tahap
penting dalam pengolahan citra digital yang bertujuan untuk
meningkatkan perbedaan antara tingkat kecerahan piksel dalam
citra. Hal ini membantu memperjelas detail dan objek dalam
citra, sehingga hasilnya lebih informatif dan dapat digunakan
dalam berbagai aplikasi. Berikut adalah beberapa teknik dan
konsep utama dalam peningkatan kontras dan kejelasan citra: Peningkatan Kontras • Histogram Equalization: Teknik ini meratakan distribusi
intensitas piksel dalam citra sehingga seluruh rentang
intensitas digunakan secara optimal. Ini efektif untuk
meningkatkan kontras secara umum dalam citra. • Histogram Equalization: Teknik ini meratakan distribusi
intensitas piksel dalam citra sehingga seluruh rentang
intensitas digunakan secara optimal. Ini efektif untuk
meningkatkan kontras secara umum dalam citra. • Kontrast Stretching: Metode ini memperluas rentang
intensitas dalam citra sehingga citra memiliki rentang
kecerahan yang lebih besar. Ini berguna dalam situasi di
mana citra memiliki kontras rendah. • Enhancement dengan Operasi Titik: Operasi titik
digunakan untuk mengubah intensitas piksel secara khusus
dalam citra, seperti meningkatkan kecerahan objek tertentu. Peningkatan Kejelasan • Filtrasi: Filter spatialis digunakan untuk memperbaiki
kejelasan citra dengan meningkatkan kontras pada tingkat
spasial
yang
berbeda. Contohnya
termasuk
filter
peningkatan ketajaman (sharpening) dan filter anisotropic
diffusion. • Transformasi Histogram: Transformasi histogram seperti
transformasi gamma digunakan untuk mengontrol kontras
dan kecerahan dalam citra. 23 • Metode Deteksi Tepi: Tepi dalam citra adalah area di mana
terjadi perubahan tajam dalam intensitas. Mendeteksi dan
meningkatkan tepi dapat meningkatkan kejelasan objek
dalam citra. • Metode Deteksi Tepi: Tepi dalam citra adalah area di mana
terjadi perubahan tajam dalam intensitas. Mendeteksi dan
meningkatkan tepi dapat meningkatkan kejelasan objek
dalam citra. Penggunaan dalam Aplikasi Peningkatan kontras dan kejelasan adalah tahap yang
penting dalam berbagai aplikasi pengolahan citra, termasuk
pemrosesan
citra
medis,
pemrosesan
citra
satelit,
pengenalan pola, dan analisis citra forensik. Peningkatan kontras dan kejelasan adalah tahap yang
penting dalam berbagai aplikasi pengolahan citra, termasuk
pemrosesan
citra
medis,
pemrosesan
citra
satelit,
pengenalan pola, dan analisis citra forensik. 5.1. Histogram Equalization
Histogram equalization adalah salah satu teknik yang
digunakan dalam pengolahan citra untuk meningkatkan
kontras citra dengan meratakan distribusi intensitas
pikselnya. Teknik ini berguna ketika citra memiliki kontras
yang rendah atau distribusi intensitas yang tidak merata. Berikut adalah beberapa konsep dan langkah-langkah dalam
histogram equalization:
a. Histogram Citra 5.1. Histogram Equalization
Histogram equalization adalah salah satu teknik yang
digunakan dalam pengolahan citra untuk meningkatkan
kontras citra dengan meratakan distribusi intensitas
pikselnya. Teknik ini berguna ketika citra memiliki kontras
yang rendah atau distribusi intensitas yang tidak merata. Berikut adalah beberapa konsep dan langkah-langkah dalam
histogram equalization:
a. Histogram Citra a. Histogram Citra Histogram citra adalah plot yang menunjukkan sebaran
intensitas
piksel
dalam
citra. Histogram
ini
menggambarkan berapa banyak piksel dalam citra yang
memiliki intensitas tertentu. b. Prinsip Histogram Equalization
Prinsip dasar histogram equalization adalah meratakan
histogram citra sehingga intensitas piksel terdistribusi
secara merata di seluruh rentang intensitas yang
mungkin.Ini dilakukan dengan mengubah intensitas piksel
dalam citra asli sehingga histogram yang diperoleh
menjadi histogram yang merata. 24 c. Langkah-langkah Histogram Equalization
Langkah-langkah
dalam
melakukan
histogram
equalization adalah sebagai berikut: 1. Hitung Histogram: Hitung histogram dari citra
asli untuk mengetahui sebaran intensitas piksel. 1. Hitung Histogram: Hitung histogram dari citra
asli untuk mengetahui sebaran intensitas piksel. 2. Hitung Distribusi Kumulatif: Hitung distribusi
kumulatif dari histogram. Distribusi kumulatif
adalah jumlah kumulatif dari frekuensi piksel
dalam histogram. 2. Hitung Distribusi Kumulatif: Hitung distribusi
kumulatif dari histogram. Distribusi kumulatif
adalah jumlah kumulatif dari frekuensi piksel
dalam histogram. 3. Normalisasi
Distribusi
Kumulatif:
Normalisasikan distribusi kumulatif sehingga
nilainya berada dalam rentang [0, 255] (untuk
citra dengan 8-bit per channel). 3. Normalisasi
Distribusi
Kumulatif:
Normalisasikan distribusi kumulatif sehingga
nilainya berada dalam rentang [0, 255] (untuk
citra dengan 8-bit per channel). 4. Transformasi
Citra:
Gunakan
distribusi
kumulatif yang dinormalisasi untuk mengubah
intensitas piksel dalam citra asli. 4. Transformasi
Citra:
Gunakan
distribusi
kumulatif yang dinormalisasi untuk mengubah
intensitas piksel dalam citra asli. 5. Hasil Equalization: Hasil dari langkah ini adalah
citra yang telah ditingkatkan kontrasnya dengan
intensitas piksel yang merata. 5. Penggunaan dalam Aplikasi Hasil Equalization: Hasil dari langkah ini adalah
citra yang telah ditingkatkan kontrasnya dengan
intensitas piksel yang merata. d. Keuntungan Histogram Equalization
Histogram equalization efektif dalam meningkatkan
kontras citra, terutama dalam kasus citra dengan kontras
yang rendah atau distribusi intensitas yang tidak merata. e. Batasan Histogram Equalization
Histogram equalization tidak selalu cocok untuk semua
jenis citra. Pada beberapa kasus, dapat menyebabkan
peningkatan noise atau menghasilkan citra dengan
pencahayaan yang tidak alami. 5.2. Operasi Logaritmik
Operasi logaritmik adalah salah satu teknik pengolahan citra
yang digunakan untuk meningkatkan citra dengan tingkat
kecerahan yang rendah atau citra yang memiliki distribusi
intensitas yang sangat luas. Teknik ini berdasarkan prinsip 25 penggunaan logaritma untuk mengkompresi atau memperluas
rentang intensitas piksel dalam citra. Berikut adalah beberapa
konsep dan langkah-langkah dalam operasi logaritmik: penggunaan logaritma untuk mengkompresi atau memperluas
rentang intensitas piksel dalam citra. Berikut adalah beberapa
konsep dan langkah-langkah dalam operasi logaritmik: a. Prinsip Dasar Operasi Logaritmik
Prinsip dasar operasi logaritmik adalah menggunakan
fungsi logaritma untuk merubah intensitas piksel dalam
citra. Operasi ini cenderung meningkatkan detail pada
piksel dengan intensitas rendah sambil menjaga detail
pada piksel dengan intensitas tinggi. b. Rumus Operasi Logaritmik Rumus dasar operasi logaritmik adalah sebagai berikut: s=c∗log(1+r)s=c∗log(1+r) s=c∗log(1+r)s=c∗log(1+r) Di mana: c. $s$ adalah intensitas piksel dalam citra hasil. d. $c$ adalah konstanta yang digunakan untuk
mengontrol penguatan. e. $r$ adalah intensitas piksel dalam citra asli. f. Keuntungan Operasi Logaritmik Bab 6. Filtrasi dalam Domain Spasial
6.1. Operasi Konvolusi Bab 6. Filtrasi dalam Domain Spasial 6.1. Operasi Konvolusi 6.1. Operasi Konvolusi Operasi konvolusi adalah salah satu teknik yang paling umum
digunakan dalam pengolahan citra dalam domain spasial. Teknik ini digunakan untuk menerapkan filter atau kernel pada
citra asli dengan tujuan menghasilkan citra hasil yang telah
ditingkatkan atau memiliki fitur tertentu yang diinginkan. Berikut adalah beberapa konsep dan langkah-langkah dalam
operasi konvolusi: a) Prinsip Dasar Operasi Konvolusi a) Prinsip Dasar Operasi Konvolusi )
p
p
Prinsip dasar operasi konvolusi adalah menggeser filter atau
kernel melintasi citra asli dan menghitung jumlah produk titik
antara elemen-elemen filter dan piksel yang tumpang tindih. Hasil dari setiap perhitungan tersebut ditempatkan di lokasi
yang sesuai dalam citra hasil. Hasil operasi konvolusi adalah
citra baru yang telah difilter dengan kernel yang digunakan. b) Kernel Konvolusi
Kernel konvolusi adalah matriks berukuran kecil yang
digunakan dalam operasi konvolusi. Kernel ini dapat memiliki
berbagai bentuk dan nilai-nilai yang berbeda tergantung pada
tujuan pengolahan citra. Sebagai contoh, kernel Gaussian
digunakan untuk penyaringan rata-rata, sementara kernel Sobel
digunakan untuk deteksi tepi. f. Keuntungan Operasi Logaritmik f. Keuntungan Operasi Logaritmik
Operasi logaritmik efektif untuk meningkatkan detail pada
citra yang memiliki intensitas rendah. Ini juga berguna
untuk mengkompresi rentang intensitas dalam citra yang
sangat luas, menjadikannya lebih sesuai untuk tampilan
atau analisis. g. Batasan Operasi Logaritmik
Operasi logaritmik tidak selalu cocok untuk semua jenis
citra. Pada beberapa kasus, penggunaan yang tidak tepat
dapat menghasilkan citra yang tidak diinginkan dengan
tingkat kecerahan yang tidak alami. 26 5.3. Transformasi Gamma
Transformasi gamma adalah salah satu teknik pengolahan
citra yang digunakan untuk mengubah kecerahan dan
kontras citra dengan mengontrol nilai gamma. Teknik ini
memungkinkan pengguna untuk menyesuaikan intensitas
piksel dalam citra sesuai dengan preferensi atau kebutuhan
tertentu. Berikut adalah beberapa konsep dan langkah-
langkah dalam transformasi gamma: a. Prinsip Dasar Transformasi Gamma
Transformasi
gamma
didasarkan
pada
prinsip
menggunakan fungsi matematika berbentuk pangkat
untuk mengubah intensitas piksel dalam citra. Fungsi transformasi gamma memiliki rumus umum
berikut: s=c∗rγs=c∗rγ
Di mana: s=c∗rγs=c∗rγ Di mana: b. $s$ adalah intensitas piksel dalam citra hasil. c. $c$ adalah konstanta yang digunakan untuk
mengontrol penguatan. d. $r$ adalah intensitas piksel dalam citra asli. e. $\gamma$ adalah parameter gamma yang
mengontrol bentuk transformasi. f. Parameter Gamma
Parameter gamma ($\gamma$) dapat digunakan untuk
mengontrol bentuk transformasi gamma. Nilai $\gamma <
1$ akan menghasilkan peningkatan kontras dalam citra
dan meningkatkan detail pada piksel dengan intensitas
rendah. Nilai $\gamma > 1$ akan menghasilkan
pengurangan kontras dalam citra dan meningkatkan detail
pada piksel dengan intensitas tinggi. Nilai $\gamma = 1$
tidak mengubah citra, sehingga hasilnya sama dengan citra
asli. 27 g. Keuntungan Transformasi Gamma
Transformasi gamma memungkinkan kontrol yang
fleksibel atas tingkat kecerahan dan kontras dalam citra. Ini berguna untuk mengoreksi citra yang memiliki tingkat
kecerahan atau kontras yang tidak sesuai. g. Keuntungan Transformasi Gamma
Transformasi gamma memungkinkan kontrol yang
fleksibel atas tingkat kecerahan dan kontras dalam citra. Ini berguna untuk mengoreksi citra yang memiliki tingkat
kecerahan atau kontras yang tidak sesuai. h. Batasan Transformasi Gamma
Penggunaan yang tidak tepat dari transformasi gamma
dapat menghasilkan citra yang terlihat tidak alami atau
distorsi yang tidak diinginkan. 28 28 e) Batasan Operasi Konvolusi Kernel konvolusi yang salah atau penggunaan yang tidak tepat
dapat menghasilkan citra yang tidak diinginkan atau merusak
informasi dalam citra asli. c) Langkah-langkah Operasi Konvolusi c) Langkah-langkah Operasi Konvolusi
Langkah-langkah dalam melakukan operasi konvolusi adalah
sebagai berikut: Langkah-langkah dalam melakukan operasi konvolusi adalah
sebagai berikut: 1. Tempatkan kernel konvolusi di atas citra asli sehingga
pusat kernel berada pada piksel yang sedang diproses. 2. Hitung jumlah produk titik antara elemen-elemen
kernel dan piksel yang tumpang tindih. 3. Hasil perhitungan tersebut ditempatkan pada lokasi
yang sesuai dalam citra hasil. 29 4. Geser kernel ke piksel berikutnya dan ulangi langkah-
langkah 2-3 hingga seluruh citra telah diproses. 4. Geser kernel ke piksel berikutnya dan ulangi langkah-
langkah 2-3 hingga seluruh citra telah diproses. 4. Geser kernel ke piksel berikutnya dan ulangi langkah-
langkah 2-3 hingga seluruh citra telah diproses. d) Keuntungan Operasi Konvolusi
Operasi konvolusi memungkinkan kita untuk melakukan
berbagai jenis penyaringan dan pemrosesan citra dalam domain
spasial. Ini berguna untuk menghilangkan noise, meningkatkan
kontras, dan mendeteksi fitur dalam citra. ) Keuntungan Operasi Konvolusi Operasi konvolusi memungkinkan kita untuk melakukan
berbagai jenis penyaringan dan pemrosesan citra dalam domain
spasial. Ini berguna untuk menghilangkan noise, meningkatkan
kontras, dan mendeteksi fitur dalam citra. e) Batasan Operasi Konvolusi 6.2. Deteksi Tepi Deteksi tepi adalah salah satu aplikasi utama dari teknik filtrasi
dalam pengolahan citra. Tujuan dari deteksi tepi adalah untuk
menemukan garis tepi atau perubahan tajam dalam tingkat
kecerahan citra. Tepi ini sering kali mewakili batas objek dalam
citra. Berikut adalah beberapa konsep dan teknik yang
digunakan dalam deteksi tepi: Deteksi tepi adalah salah satu aplikasi utama dari teknik filtrasi
dalam pengolahan citra. Tujuan dari deteksi tepi adalah untuk
menemukan garis tepi atau perubahan tajam dalam tingkat
kecerahan citra. Tepi ini sering kali mewakili batas objek dalam
citra. Berikut adalah beberapa konsep dan teknik yang
digunakan dalam deteksi tepi: a) Prinsip Dasar Deteksi Tepi
Prinsip dasar dalam deteksi tepi adalah mengidentifikasi
perubahan tajam dalam intensitas piksel dalam citra. Tepi
dapat muncul sebagai perbedaan tingkat kecerahan, warna,
atau tekstur. b) Operator Deteksi Tepi
Operator deteksi tepi adalah filter khusus yang digunakan
untuk menemukan tepi dalam citra.Operator Sobel dan
operator Prewitt adalah beberapa contoh operator yang
sering digunakan untuk deteksi tepi. c) Jenis Tepi
Tepi yang dapat dideteksi mencakup tepi tajam dan tepi
tumpul. Tepi tajam adalah perubahan tajam dalam tingkat
kecerahan, sementara tepi tumpul adalah perubahan yang
lebih lembut.Deteksi tepi juga dapat menghasilkan tepi 30 positif (meningkatnya kecerahan) dan tepi negatif
(penurunan kecerahan). positif (meningkatnya kecerahan) dan tepi negatif
(penurunan kecerahan). positif (meningkatnya kecerahan) dan tepi negatif
(penurunan kecerahan). d) Metrik Evaluasi Deteksi Tepi
Untuk mengevaluasi kualitas deteksi tepi, metrik seperti
sensitivitas, spesifisitas, dan kesalahan lokal dapat
digunakan. e) Keuntungan Deteksi Tepi
Deteksi tepi digunakan dalam berbagai aplikasi, termasuk
segmentasi citra, pengenalan objek, dan analisis citra
medis.Ini membantu dalam pemisahan objek dari latar
belakang dalam citra. g
f) Batasan Deteksi Tepi
Deteksi tepi dapat dipengaruhi oleh noise dalam citra,
sehingga prefiltering sering diperlukan sebelumnya. 6.3. Filtrasi Non-Linear
Filtrasi non-linear adalah teknik pengolahan citra yang
melibatkan operasi terhadap piksel dalam citra dengan
menggunakan fungsi non-linear. Berbeda dengan operasi
konvolusi linear yang menggunakan kernel, operasi non-linear
memproses piksel berdasarkan karakteristik tertentu tanpa
mempertimbangkan hubungan dengan piksel tetangga. Berikut
adalah beberapa konsep dan teknik dalam filtrasi non-linear: f) Batasan Deteksi Tepi
Deteksi tepi dapat dipengaruhi oleh noise dalam citra,
sehingga prefiltering sering diperlukan sebelumnya. 6.3. Filtrasi Non-Linear
Filtrasi non-linear adalah teknik pengolahan citra yang
melibatkan operasi terhadap piksel dalam citra dengan
menggunakan fungsi non-linear. Berbeda dengan operasi
konvolusi linear yang menggunakan kernel, operasi non-linear
memproses piksel berdasarkan karakteristik tertentu tanpa
mempertimbangkan hubungan dengan piksel tetangga. 6.2. Deteksi Tepi Berikut
adalah beberapa konsep dan teknik dalam filtrasi non-linear: a) Prinsip Dasar Filtrasi Non-Linear
Prinsip dasar dalam filtrasi non-linear adalah menggunakan
fungsi non-linear yang tidak bergantung pada konvolusi
atau hubungan dengan piksel tetangga. Filtrasi non-linear sering digunakan untuk mengatasi situasi
di mana ada perubahan mendadak dalam intensitas piksel,
seperti dalam citra dengan noise yang kuat. a) Prinsip Dasar Filtrasi Non-Linear
Prinsip dasar dalam filtrasi non-linear adalah menggunakan
fungsi non-linear yang tidak bergantung pada konvolusi
atau hubungan dengan piksel tetangga. Filtrasi non-linear sering digunakan untuk mengatasi situasi
di mana ada perubahan mendadak dalam intensitas piksel,
seperti dalam citra dengan noise yang kuat. b) Median Filter
Median filter adalah salah satu teknik filtrasi non-linear
yang paling umum digunakan. Pada median filter, nilai
piksel tengah dari himpunan piksel tetangga diurutkan, dan
nilai median digunakan sebagai nilai piksel yang baru. 31 Median filter efektif dalam mengurangi noise berbentuk
titik (salt-and-pepper noise) dalam citra. c) Filter Bilateral
Filter bilateral adalah teknik filtrasi non-linear yang lebih
kompleks yang mempertimbangkan kedua jarak spasial dan
perbedaan intensitas piksel.Filter ini memungkinkan
pemrosesan citra yang lebih halus, mengurangi noise, dan
mempertahankan tepi dengan baik. d) Keuntungan Filtrasi Non-Linear
Filtrasi non-linear efektif dalam menghilangkan noise non-
Gaussian dan menjaga detail dalam citra. Filter seperti
median filter sangat berguna dalam mengatasi jenis noise
seperti salt-and-pepper noise. e) Batasan Filtrasi Non-Linear
Filtrasi non-linear dapat mempengaruhi detail halus dalam
citra, sehingga penggunaan yang berlebihan dapat
menghasilkan citra yang tampak "halus" atau "kabur". Beberapa teknik filtrasi non-linear juga lebih komputasi-
intensif dibandingkan dengan operasi konvolusi linear. 32 32 Bab 7. Transformasi Citra dan Pengolahan Frekuensi Bab 7. Transformasi Citra dan Pengolahan Frekuensi 6. Transformasi Fourier
Transformasi
Fourier
adalah teknik
penting
dalam
pengolahan citra yang digunakan untuk menganalisis citra
dalam domain frekuensi. Ini memungkinkan kita untuk
mengonversi citra dari domain spasial ke domain frekuensi,
di mana kita dapat menganalisis komponen-komponen
frekuensi yang membentuk citra. Berikut adalah beberapa
konsep dan langkah-langkah dalam Transformasi Fourier:
Konsep Dasar Transformasi Fourier 6. Transformasi Fourier
Transformasi
Fourier
adalah teknik
penting
dalam
pengolahan citra yang digunakan untuk menganalisis citra
dalam domain frekuensi. Ini memungkinkan kita untuk
mengonversi citra dari domain spasial ke domain frekuensi,
di mana kita dapat menganalisis komponen-komponen
frekuensi yang membentuk citra. 6.2. Deteksi Tepi Berikut adalah beberapa
konsep dan langkah-langkah dalam Transformasi Fourier:
Konsep Dasar Transformasi Fourier Transformasi Fourier adalah teknik matematis yang
digunakan untuk menganalisis dan merepresentasikan
sinyal atau citra dalam domain frekuensi.Dalam konteks
pengolahan citra, kita dapat mengonversi citra dari domain
spasial (di mana citra direpresentasikan sebagai matriks
piksel) ke domain frekuensi (di mana citra direpresentasikan
sebagai spektrum frekuensi). Transformasi Fourier 1D dan 2D Transformasi Fourier 1D dan 2D
Transformasi Fourier 1D digunakan untuk menganalisis
sinyal 1D, seperti sinyal audio.Transformasi Fourier 2D
digunakan untuk menganalisis citra 2D. Citra 2D dipecah
menjadi komponen-komponen frekuensi yang berbeda,
seperti frekuensi rendah (komponen global) dan frekuensi
tinggi (detail lokal). Spektrum Citra
Spektrum citra adalah representasi citra dalam domain
frekuensi. Ini
menunjukkan
berapa
banyak
energi
terkandung dalam berbagai frekuensi.Pada citra, komponen
frekuensi rendah (spektrum rendah) mengandung informasi
tentang bagian dasar atau bentuk objek, sedangkan
komponen frekuensi tinggi (spektrum tinggi) mengandung
detail atau tepi. 33 Keuntungan Transformasi Fourier Keuntungan Transformasi Fourier
Transformasi Fourier membantu dalam analisis dan
pengolahan citra dalam domain frekuensi, yang dapat
bermanfaat dalam berbagai aplikasi seperti kompresi citra,
restorasi citra, dan pengenalan pola. Ini memungkinkan
pemisahan informasi citra ke dalam berbagai komponen
frekuensi, yang dapat dianalisis dan diproses secara terpisah. Batasan Transformasi Fourier Transformasi Fourier adalah teknik linier, yang berarti
bahwa operasi yang kompleks mungkin diperlukan untuk
mengatasi beberapa aspek dalam citra, seperti penekanan
detail atau penghilangan noise. 7.1 Pengenalan Transformasi Fourier
Transformasi Fourier adalah teknik penting dalam
pengolahan citra yang digunakan untuk menganalisis dan
merepresentasikan
citra
dalam
domain
frekuensi. Pemahaman konsep dasar Transformasi Fourier sangat
relevan dalam pemrosesan citra digital. Berikut adalah
beberapa konsep dasar dalam pengenalan Transformasi
Fourier: a) Konsep Dasar Transformasi Fourier
Transformasi Fourier adalah teknik matematis yang
digunakan untuk menganalisis sinyal atau citra dalam
domain frekuensi. Konsep utama adalah bahwa citra dalam
domain spasial (waktu atau ruang) dapat dipecah menjadi
komponen-komponen sinusoidal dalam domain frekuensi. b) Transformasi Fourier 1D dan 2D )
Transformasi Fourier 1D digunakan untuk menganalisis
sinyal 1D seperti sinyal audio atau sinyal citra baris. Transformasi Fourier 2D digunakan untuk menganalisis 34 citra 2D, di mana citra dipecah menjadi berbagai
komponen frekuensi. c) Komponen Spektral c) Komponen Spektral Spektrum citra adalah representasi citra dalam domain
frekuensi. Ini menunjukkan sebaran energi atau amplitudo
dalam berbagai frekuensi. Komponen frekuensi rendah
dalam spektrum citra mengandung informasi tentang
struktur dasar atau objek besar dalam citra. Komponen
frekuensi tinggi dalam spektrum citra mengandung detail
atau tepi dalam citra. d) Keuntungan Transformasi Fourier d) Keuntungan Transformasi Fourier
Transformasi Fourier membantu dalam analisis dan
pengolahan citra dalam domain frekuensi, yang berguna
dalam
berbagai
aplikasi
seperti
kompresi
citra,
penghilangan noise, dan deteksi pola. Ini memungkinkan
kita untuk memahami komponen-komponen frekuensi
yang membentuk citra, yang dapat membantu dalam
perbaikan citra atau ekstraksi fitur. e) Batasan Transformasi Fourier
Transformasi Fourier hanya merupakan alat analisis,
sehingga penggunaan yang efektif memerlukan strategi
pengolahan selanjutnya berdasarkan analisis frekuensi. e) Batasan Transformasi Fourier
Transformasi Fourier hanya merupakan alat analisis,
sehingga penggunaan yang efektif memerlukan strategi
pengolahan selanjutnya berdasarkan analisis frekuensi. 7.2 Penggunaan Transformasi Fourier dalam Pengolahan
Citra 7.2 Penggunaan Transformasi Fourier dalam Pengolahan
Citra 35 35 7. Transformasi Wavelet
Transformasi Wavelet adalah teknik yang sangat berguna
dalam pengolahan citra digital. Ini memungkinkan kita
untuk menganalisis citra dalam berbagai tingkat resolusi dan
mengidentifikasi detail serta fitur dengan lebih baik
daripada Transformasi Fourier. Transformasi Wavelet
bekerja dengan memecah citra menjadi komponen-
komponen frekuensi pada berbagai skala, memungkinkan
analisis yang lebih adaptif(Mallat, 2008). Berikut adalah
beberapa konsep dan aplikasi dalam Transformasi Wavelet: 7. Transformasi Wavelet
Transformasi Wavelet adalah teknik yang sangat berguna
dalam pengolahan citra digital. Ini memungkinkan kita
untuk menganalisis citra dalam berbagai tingkat resolusi dan
mengidentifikasi detail serta fitur dengan lebih baik
daripada Transformasi Fourier. Transformasi Wavelet
bekerja dengan memecah citra menjadi komponen-
komponen frekuensi pada berbagai skala, memungkinkan
analisis yang lebih adaptif(Mallat, 2008). Berikut adalah
beberapa konsep dan aplikasi dalam Transformasi Wavelet: Konsep Dasar Transformasi Wavelet Konsep Dasar Transformasi Wavelet
Transformasi Wavelet adalah teknik yang digunakan untuk
merepresentasikan citra (atau sinyal) sebagai kombinasi dari
fungsi-fungsi wavelet. Fungsi-fungsi wavelet adalah fungsi
matematis yang berbentuk gelombang kecil, mirip dengan
gelombang air yang bergerak. Wavelet memiliki dua
parameter penting: skala (scale) dan posisi (position). Skala
mengontrol berapa kali gelombang tersebut mengulang
dalam rentang tertentu, sementara posisi mengontrol
lokasinya dalam citra. Transformasi Wavelet 1D dan 2D Transformasi Wavelet 1D dan 2D Transformasi Wavelet 1D dan 2D
Transformasi Wavelet 1D digunakan untuk menganalisis
sinyal 1D seperti sinyal audio atau baris citra. Transformasi
Wavelet 2D digunakan untuk menganalisis citra 2D. Citra
dipecah menjadi komponen-komponen frekuensi pada
berbagai skala dan orientasi. Fungsi-Fungsi Wavelet Populer
Beberapa fungsi wavelet populer yang digunakan dalam
praktik adalah Haar wavelet, Daubechies wavelet, dan
Morlet
wavelet. Masing-masing
dari
ini
memiliki
karakteristik dan aplikasi yang berbeda. 36 Bab 8. Transformasi Wavelet
Transformasi Wavelet memungkinkan analisis citra dalam
berbagai
tingkat
resolusi,
sehingga
kita
dapat
mengidentifikasi fitur dan detail pada berbagai skala. Ini
berguna dalam berbagai aplikasi seperti kompresi citra,
penghilangan noise, deteksi tepi, dan pengenalan objek. Bab 8. Transformasi Wavelet Aplikasi Transformasi Wavelet Transformasi Wavelet digunakan dalam berbagai aplikasi
seperti kompresi citra (JPEG2000), analisis citra medis
(deteksi tumor), pengenalan pola (pencocokan sidik jari),
dan pemulihan citra (penghilangan noise). 8.1 Pengenalan Transformasi Wavelet 8.1 Pengenalan Transformasi Wavelet
Transformasi Wavelet adalah teknik penting dalam
pengolahan citra yang digunakan untuk menganalisis citra
dalam domain frekuensi yang lebih adaptif dibandingkan
dengan Transformasi Fourier. Ini memungkinkan kita
untuk memahami detail dan fitur citra dalam berbagai
tingkat resolusi. Berikut adalah beberapa konsep dasar
dalam pengenalan Transformasi Wavelet: 8.1 Pengenalan Transformasi Wavelet
Transformasi Wavelet adalah teknik penting dalam
pengolahan citra yang digunakan untuk menganalisis citra
dalam domain frekuensi yang lebih adaptif dibandingkan
dengan Transformasi Fourier. Ini memungkinkan kita
untuk memahami detail dan fitur citra dalam berbagai
tingkat resolusi. Berikut adalah beberapa konsep dasar
dalam pengenalan Transformasi Wavelet: a) Konsep Dasar Transformasi Wavelet
Transformasi Wavelet adalah teknik yang digunakan
untuk merepresentasikan sinyal atau citra sebagai
gabungan dari fungsi-fungsi wavelet. Fungsi-fungsi
wavelet adalah fungsi matematis yang berbentuk
gelombang
kecil
dan
dapat
digunakan
untuk
menganalisis sinyal atau citra dalam berbagai tingkat
resolusi. b) Transformasi Wavelet 1D dan 2D
Transformasi
Wavelet
1D
digunakan
untuk
menganalisis sinyal 1D seperti sinyal audio atau baris
citra. Transformasi Wavelet 2D digunakan untuk
menganalisis citra 2D. Citra dipecah menjadi berbagai 37 skala dan orientasi, memungkinkan analisis detail
dalam berbagai resolusi. skala dan orientasi, memungkinkan analisis detail
dalam berbagai resolusi. skala dan orientasi, memungkinkan analisis detail
dalam berbagai resolusi. c) c) Skala dan Resolusi
Salah satu konsep penting dalam Transformasi Wavelet
adalah penggunaan skala berbeda untuk menganalisis
berbagai tingkat resolusi dalam citra. Dengan
menggunakan skala yang berbeda, kita dapat
mengidentifikasi fitur dan detail dalam citra dengan
baik, baik pada tingkat resolusi tinggi maupun rendah. Transformasi Wavelet 1D dan 2D d) Keuntungan Transformasi Wavelet
Transformasi
Wavelet
lebih
adaptif
daripada
Transformasi Fourier karena dapat mengidentifikasi
detail dalam berbagai tingkat resolusi. Ini berguna
dalam berbagai aplikasi seperti kompresi citra, deteksi
tepi, pengenalan objek, dan pemulihan citra. e) Batasan Transformasi Wavelet
Transformasi Wavelet memerlukan pemahaman yang
mendalam tentang teori wavelet, yang bisa menjadi
kompleks. e) Batasan Transformasi Wavelet
Transformasi Wavelet memerlukan pemahaman yang
mendalam tentang teori wavelet, yang bisa menjadi
kompleks. 8.2 Aplikasi Transformasi Wavelet dalam Pengolahan
Citra 8.2 Aplikasi Transformasi Wavelet dalam Pengolahan
Citra Transformasi Wavelet adalah alat yang kuat dalam
pengolahan citra digital yang memiliki berbagai aplikasi
yang luas. Ini memungkinkan analisis citra dalam berbagai
tingkat resolusi dan dapat digunakan untuk berbagai tujuan. Berikut adalah beberapa aplikasi utama Transformasi
Wavelet dalam pengolahan citra: Transformasi Wavelet adalah alat yang kuat dalam
pengolahan citra digital yang memiliki berbagai aplikasi
yang luas. Ini memungkinkan analisis citra dalam berbagai
tingkat resolusi dan dapat digunakan untuk berbagai tujuan. Berikut adalah beberapa aplikasi utama Transformasi
Wavelet dalam pengolahan citra: Transformasi Wavelet adalah alat yang kuat dalam
pengolahan citra digital yang memiliki berbagai aplikasi
yang luas. Ini memungkinkan analisis citra dalam berbagai
tingkat resolusi dan dapat digunakan untuk berbagai tujuan. Berikut adalah beberapa aplikasi utama Transformasi
Wavelet dalam pengolahan citra: a) Kompresi Citra
Salah satu aplikasi paling terkenal dari Transformasi
Wavelet adalah dalam kompresi citra. Teknik ini
digunakan
dalam
format
kompresi
seperti
JPEG2000.Transformasi
Wavelet
memungkinkan
representasi citra yang efisien dengan menghapus 38 informasi yang kurang penting pada resolusi yang
lebih rendah. b) b) Penghilangan Noise
Transformasi
Wavelet
digunakan
untuk
menghilangkan noise dari citra. Dengan menganalisis
citra pada berbagai skala, noise dapat diidentifikasi dan
dihilangkan pada tingkat resolusi yang sesuai. Teknik
penghilangan noise berbasis wavelet sering digunakan
dalam citra medis dan fotografi. b) Penghilangan Noise
Transformasi
Wavelet
digunakan
untuk
menghilangkan noise dari citra. Dengan menganalisis
citra pada berbagai skala, noise dapat diidentifikasi dan
dihilangkan pada tingkat resolusi yang sesuai. Teknik
penghilangan noise berbasis wavelet sering digunakan
dalam citra medis dan fotografi. c) Deteksi Tepi
Transformasi Wavelet membantu dalam deteksi tepi
dalam citra. Dengan mengidentifikasi perubahan tajam
dalam intensitas pada berbagai skala, tepi dapat
ditemukan dengan lebih baik. Ini memiliki aplikasi
dalam visi komputer dan analisis citra medis. d) Pemulihan Citra
Dalam
pemulihan
citra,
Transformasi
Wavelet
digunakan untuk mengembalikan atau memperbaiki
citra yang rusak atau kabur. Contohnya termasuk
penghilangan goresan pada foto dan pemulihan citra
satelit. Analisis dan Segmentasi Citra Analisis dan segmentasi citra adalah langkah penting dalam
pengolahan citra yang bertujuan untuk memahami konten citra,
mengidentifikasi objek, dan memisahkan objek dari latar
belakang. Dalam subbab ini, kita akan menjelaskan konsep
dasar dan teknik dalam analisis serta segmentasi citra. Metode Analisis Citra Beberapa metode analisis citra meliputi ekstraksi fitur,
deskripsi citra, dan pengenalan pola. Ekstraksi fitur melibatkan
identifikasi dan pengukuran fitur-fitur seperti tepi, sudut, atau
tekstur dalam citra. Deskripsi citra adalah representasi abstrak
dari
citra
yang
membantu
dalam
memahami
karakteristiknya.Pengenalan pola mencakup pengenalan objek
atau pola tertentu dalam citra berdasarkan fitur yang telah
diekstraksi. Konsep Dasar Analisis Citra Analisis citra adalah proses ekstraksi informasi yang berguna
dari citra, seperti fitur objek, warna, tekstur, dan bentuk. Ini
melibatkan
metode
matematis
dan
komputasi
untuk
menganalisis setiap piksel dalam citra. Transformasi Wavelet 1D dan 2D d) Pemulihan Citra
Dalam
pemulihan
citra,
Transformasi
Wavelet
digunakan untuk mengembalikan atau memperbaiki
citra yang rusak atau kabur. Contohnya termasuk
penghilangan goresan pada foto dan pemulihan citra
satelit. e) Pengenalan Pola
Transformasi
Wavelet
juga
digunakan
dalam
pengenalan pola. Dengan menganalisis fitur-fitur
berdasarkan skala dan orientasi, fitur-fitur yang
penting dapat diidentifikasi untuk pengenalan objek. Ini memiliki aplikasi dalam pengenalan wajah dan
sidik jari. 39 Bab 9. Analisis dan Segmentasi Citra Konsep Dasar Segmentasi Citra Segmentasi citra adalah proses memisahkan citra menjadi
bagian-bagian yang homogen atau objek-objek yang berbeda. Tujuannya adalah untuk mengidentifikasi area atau objek yang 40 memiliki karakteristik serupa, seperti warna, tekstur, atau
intensitas. Metode Segmentasi Citra Metode segmentasi citra meliputi pemisahan objek dari latar
belakang, deteksi tepi, segmentasi berbasis warna, dan
pengelompokan berbasis fitur. Algoritma tersedia untuk
segmentasi citra seperti metode pemambangan berkas,
pemambangan level ambang, dan pemambangan berbasis
grafik. Aplikasi Analisis dan Segmentasi Citra Analisis dan segmentasi citra digunakan dalam berbagai
aplikasi, termasuk visi komputer, pengenalan karakter, analisis
medis, dan pemrosesan citra satelit. Contoh aplikasi termasuk
deteksi objek dalam lalu lintas, pemantauan citra medis, dan
pengenalan wajah dalam pengamanan. Analisis Tekstur Citra 9.1. Pengenalan Analisis Tekstur
Analisis tekstur adalah salah satu aspek penting dalam
pengolahan citra yang berkaitan dengan karakterisasi
pola dan struktur dalam citra. Pengenalan analisis
tekstur penting dalam berbagai aplikasi, termasuk visi
komputer, pengolahan citra medis, dan pemrosesan
citra geologi. Dalam subbab ini, kita akan menjelaskan
konsep dasar dan tujuan dari analisis tekstur citra. a. Konsep Dasar Analisis Tekstur
Tekstur dalam citra merujuk pada pola-pola visual
yang
menggambarkan
bagaimana
piksel-piksel
berinteraksi satu sama lain dalam citra. Contoh
tekstur termasuk pola berulang seperti garis-garis,
titik-titik, atau variasi kecil dalam intensitas warna 41 b. Tujuan Analisis Tekstur Citra
Tujuan utama dari analisis tekstur adalah untuk
mengukur,
menganalisis,
dan
menggambarkan
karakteristik tekstur dalam citra. Ini membantu dalam
mengklasifikasikan citra berdasarkan tekstur, deteksi
anomali, dan ekstraksi fitur. b. Tujuan Analisis Tekstur Citra
Tujuan utama dari analisis tekstur adalah untuk
mengukur,
menganalisis,
dan
menggambarkan
karakteristik tekstur dalam citra. Ini membantu dalam
mengklasifikasikan citra berdasarkan tekstur, deteksi
anomali, dan ekstraksi fitur. c. Metode Analisis Tekstur Citra
Metode analisis tekstur mencakup statistik, metode
struktural,
dan
transformasi. Metode
statistik
melibatkan pengukuran statistik seperti mean,
variansi, dan matriks korelasi dari piksel-piksel
dalam citra. Metode struktural berfokus pada
pengenalan pola seperti arah, orientasi, dan
perbedaan
intensitas
dalam
citra. Metode
transformasi menggunakan transformasi matematis
seperti Transformasi Fourier atau Transformasi
Wavelet untuk menganalisis tekstur dalam domain
frekuensi atau skala. d. Aplikasi Analisis Tekstur Citra
Analisis tekstur citra memiliki berbagai aplikasi,
termasuk dalam pengenalan pola (seperti pengenalan
karakter),
pengawasan
kualitas
produk,
dan
diagnostik medis (seperti deteksi tumor pada citra
medis). 9.2. Metode Analisis Tekstur
Metode analisis tekstur adalah teknik-teknik yang
digunakan untuk mengukur dan menggambarkan
tekstur dalam citra. Dalam subbab ini, kita akan
membahas beberapa metode penting dalam analisis
tekstur citra. a. Metode Statistik untuk Analisis Tekstur
Metode statistik adalah salah satu pendekatan utama
dalam analisis tekstur. Metode ini melibatkan
pengukuran statistik dari distribusi intensitas piksel 42 dalam citra. Beberapa parameter statistik yang umum
digunakan termasuk mean, variansi, dan matriks
korelasi. Matriks korelasi mengukur hubungan antara
intensitas piksel dalam citra, yang dapat memberikan
informasi tentang tekstur. dalam citra. Beberapa parameter statistik yang umum
digunakan termasuk mean, variansi, dan matriks
korelasi. Matriks korelasi mengukur hubungan antara
intensitas piksel dalam citra, yang dapat memberikan
informasi tentang tekstur. dalam citra. Beberapa parameter statistik yang umum
digunakan termasuk mean, variansi, dan matriks
korelasi. Matriks korelasi mengukur hubungan antara
intensitas piksel dalam citra, yang dapat memberikan
informasi tentang tekstur. b. Analisis Tekstur Citra Metode Spasial untuk Analisis Tekstur
Metode spasial berfokus pada deteksi pola dan
struktur dalam citra. Metode ini dapat mencakup
pengenalan pola berulang, seperti garis-garis atau
titik-titik, serta analisis kontur dan orientasi. b. Metode Spasial untuk Analisis Tekstur
Metode spasial berfokus pada deteksi pola dan
struktur dalam citra. Metode ini dapat mencakup
pengenalan pola berulang, seperti garis-garis atau
titik-titik, serta analisis kontur dan orientasi. 9.3. Teknik seperti operator Laplacian dari Gauss
(LoG) sering digunakan untuk deteksi tekstur. 9.3. Teknik seperti operator Laplacian dari Gauss
(LoG) sering digunakan untuk deteksi tekstur. a. Metode Transformasi untuk Analisis Tekstur
Metode
transformasi
melibatkan
penggunaan
transformasi matematis untuk menganalisis tekstur
dalam domain frekuensi atau skala.Transformasi
Fourier dan Transformasi Wavelet adalah contoh
transformasi yang digunakan untuk menganalisis
tekstur. Transformasi Wavelet, khususnya, dapat
memberikan pemahaman yang mendalam tentang
struktur tekstur pada berbagai skala. b. Aplikasi Metode Analisis Tekstur
Metode analisis tekstur digunakan dalam berbagai
aplikasi,
termasuk
pemrosesan
citra
medis,
pengawasan kualitas produk, dan identifikasi bahan
dalam citra satelit. Misalnya, dalam citra medis,
analisis tekstur dapat membantu dalam deteksi dan
klasifikasi tumor berdasarkan karakteristik tekstur
mereka. 43 Bab 10. Segmentasi Citra Bab 10. Segmentasi Citra
Segmentasi citra adalah proses penting dalam pengolahan citra
yang bertujuan untuk memisahkan citra menjadi bagian-bagian
yang homogen atau objek-objek yang berbeda. Segmentasi
membantu dalam mengidentifikasi objek, batas, dan fitur dalam
citra, yang merupakan langkah awal dalam berbagai aplikasi
pengolahan citra. Dalam subbab ini, kita akan membahas
konsep dasar dan teknik segmentasi citra. Konsep Dasar Segmentasi Citra
Segmentasi citra adalah proses memisahkan citra menjadi
wilayah-wilayah yang memiliki karakteristik serupa. Wilayah
ini disebut segmen. Tujuan dari segmentasi adalah untuk mengidentifikasi objek
atau fitur dalam citra, memisahkan objek dari latar belakang,
atau membagi citra menjadi wilayah yang homogen untuk
analisis lebih lanjut. Algoritma Segmentasi Terkenal Beberapa algoritma segmentasi terkenal termasuk metode
ambang (thresholding), pemambangan wilayah (region
growing), pemambangan berkas (watershed), dan pemrosesan
berbasis grafik. Aplikasi Segmentasi Citra Segmentasi citra memiliki banyak aplikasi, termasuk dalam
pengenalan objek, visi komputer, analisis medis, pengolahan
citra satelit, dan pengenalan wajah. 10.1. Thresholding Thresholding adalah salah satu teknik segmentasi citra paling
sederhana dan efektif yang digunakan untuk memisahkan objek
dari latar belakang berdasarkan nilai intensitas piksel. Dalam
subbab ini, kita akan mendiskusikan konsep dasar dan metode
thresholding serta penerapannya dalam pengolahan citra. Metode Segmentasi Citra Metode Segmentasi Citra Metode segmentasi citra dapat dibagi menjadi beberapa
kategori, termasuk segmentasi berbasis warna, segmentasi
berbasis tepi, segmentasi berbasis tekstur, dan segmentasi
berbasis kontur. Segmentasi berbasis warna menggunakan informasi warna
untuk memisahkan objek dalam citra. Segmentasi berbasis tepi mengidentifikasi tepi atau batas
antara objek dengan latar belakang. Segmentasi berbasis tekstur memisahkan objek berdasarkan
perbedaan tekstur atau pola dalam citra. Segmentasi berbasis kontur berfokus pada identifikasi fitur
kontur dalam citra. 44 Algoritma Segmentasi Terkenal Konsep Dasar Thresholding Konsep Dasar Thresholding Thresholding adalah proses yang melibatkan pemilihan nilai
ambang (threshold) tertentu. Semua piksel dalam citra dengan
intensitas di atas nilai ambang ini dianggap sebagai bagian dari
objek, sedangkan piksel dengan intensitas di bawah nilai
ambang dianggap sebagai latar belakang. Tujuan utama dari thresholding adalah untuk memisahkan
objek dari latar belakang dan menciptakan citra biner di mana
objek direpresentasikan sebagai piksel bernilai satu (putih) dan
latar belakang sebagai piksel bernilai nol (hitam). Metode Thresholding Sederhana
Metode thresholding sederhana termasuk thresholding global
dan thresholding lokal. Metode Thresholding Sederhana
Metode thresholding sederhana termasuk thresholding global
dan thresholding lokal. 45 Dalam thresholding global, satu nilai ambang digunakan untuk
seluruh citra. Ini cocok untuk citra dengan latar belakang
homogen. Dalam thresholding global, satu nilai ambang digunakan untuk
seluruh citra. Ini cocok untuk citra dengan latar belakang
homogen. Dalam thresholding lokal, nilai ambang dihitung secara adaptif
untuk setiap piksel berdasarkan lingkungan sekitarnya. Ini
berguna untuk citra dengan perubahan intensitas yang
signifikan. Algoritma Thresholding Terkenal Beberapa algoritma thresholding terkenal termasuk algoritma
Otsu, algoritma Kapur, dan algoritma adaptif Sauvola. Algoritma Otsu mencoba untuk menentukan nilai ambang yang
memaksimalkan varian antara kelas objek dan latar belakang. Algoritma Kapur menggunakan pendekatan entropi untuk
menentukan nilai ambang yang optimal. Aplikasi Thresholding Thresholding memiliki banyak aplikasi, termasuk dalam
pengenalan karakter, deteksi tepi, pemrosesan citra medis, dan
analisis objek dalam visi komputer. Contoh aplikasi termasuk pengenalan karakter dalam OCR
(Optical Character Recognition) dan deteksi tepi dalam
pemrosesan citra. 10.2. Metode Berbasis Kontur Metode berbasis kontur dalam segmentasi citra adalah teknik
yang berfokus pada identifikasi dan pemisahan objek dalam
citra berdasarkan kontur atau batas yang membatasi objek. Dalam subbab ini, kita akan menjelaskan konsep dasar dan
beberapa metode berbasis kontur yang umum digunakan dalam
pengolahan citra. Konsep Dasar Metode Berbasis Kontur Konsep Dasar Metode Berbasis Kontur Metode berbasis kontur bertujuan untuk mengidentifikasi dan
mengekstraksi batas atau kontur dari objek dalam citra. 46 Kontur adalah garis yang menggambarkan perbatasan antara
objek dengan latar belakang dalam citra. Teknik ini memungkinkan segmentasi citra berdasarkan
karakteristik bentuk dan kontur objek. Metode Berbasis Kontur Terkenal Beberapa metode berbasis kontur yang umum digunakan
meliputi: Deteksi Tepi: Teknik ini mengidentifikasi tepi atau perubahan
tajam dalam intensitas citra, yang sering mengindikasikan batas
objek. Transformasi Hough: Digunakan untuk menentukan garis atau
bentuk tertentu dalam citra. Aktif Kontur (Snakes): Merupakan model deformable yang
dapat digunakan untuk menentukan kontur objek dengan
mengikuti batas objek yang sebenarnya dalam citra. Kontur Aktif (Active Contours): Merupakan perluasan dari
snakes yang digunakan untuk menentukan kontur objek dengan
meminimalkan energi dalam citra. Aplikasi Metode Berbasis Kontur p
Metode berbasis kontur memiliki banyak aplikasi, termasuk
dalam pengenalan objek, deteksi pola, dan analisis bentuk. Contoh aplikasi termasuk pengenalan wajah dalam visi
komputer, pemrosesan citra medis (misalnya, deteksi tumor
berdasarkan bentuknya), dan pengawasan industri (misalnya, Metode berbasis kontur memiliki banyak aplikasi, termasuk
dalam pengenalan objek, deteksi pola, dan analisis bentuk. Contoh aplikasi termasuk pengenalan wajah dalam visi
komputer, pemrosesan citra medis (misalnya, deteksi tumor
berdasarkan bentuknya), dan pengawasan industri (misalnya,
pengenalan komponen dalam lini produksi). 10.3. Segmentasi Berdasarkan Warna
Segmentasi Berdasarkan Warna Segmentasi berdasarkan warna adalah salah satu teknik penting
dalam pengolahan citra yang digunakan untuk memisahkan
objek dalam citra berdasarkan perbedaan warna atau spektral. 47 Dalam subbab ini, kita akan menjelaskan konsep dasar dan
metode yang digunakan dalam segmentasi berdasarkan warna
serta penerapannya dalam pengolahan citra. Konsep Dasar Segmentasi Berdasarkan Warna
Segmentasi berdasarkan warna melibatkan pemisahan objek
dalam citra berdasarkan perbedaan warna piksel-pikselnya. Warna adalah atribut visual yang penting dalam citra, dan
informasi warna dapat digunakan untuk memisahkan objek dari
latar belakang atau mengelompokkan objek berdasarkan
karakteristik warna mereka. Konsep Dasar Segmentasi Berdasarkan Warna
Segmentasi berdasarkan warna melibatkan pemisahan objek
dalam citra berdasarkan perbedaan warna piksel-pikselnya. Warna adalah atribut visual yang penting dalam citra, dan
informasi warna dapat digunakan untuk memisahkan objek dari
latar belakang atau mengelompokkan objek berdasarkan
karakteristik warna mereka. Metode Segmentasi Berdasarkan Warna Metode Segmentasi Berdasarkan Warna Metode segmentasi berdasarkan warna dapat mencakup
pemisahan warna berdasarkan skala warna tunggal, skala
warna ganda (misalnya, RGB atau HSV), atau pemrosesan
warna dalam domain spektral. Algoritma
segmentasi
berdasarkan
warna
sering
mengggunakan teknik seperti pemambangan berkas berbasis
warna, ambang warna, dan analisis spektral. Metode segmentasi berdasarkan warna sering digunakan
dalam aplikasi seperti pengenalan objek berwarna, analisis citra
medis berwarna, dan pemrosesan citra berwarna alami. Aplikasi Segmentasi Berdasarkan Warna Segmentasi berdasarkan warna memiliki berbagai aplikasi,
termasuk dalam visi komputer, pemrosesan citra medis,
pengenalan objek dalam citra alami, dan pemantauan warna
dalam industri. Contoh aplikasi termasuk pengenalan objek berwarna dalam
berbagai industri seperti otomotif dan makanan, serta
identifikasi struktur anatomi berwarna dalam citra medis. 48 Bab 11. Ekstraksi Fitur dan Pengenalan Pola Bab 11. Ekstraksi Fitur dan Pengenalan Pola
8. Ekstraksi Fitur
Ekstraksi Fitur dan Pengenalan Pola
Ekstraksi fitur dan pengenalan pola adalah tahap penting
dalam
pengolahan
citra
yang
bertujuan
untuk
mengidentifikasi dan menggambarkan karakteristik objek
dalam citra, serta mengklasifikasikan objek berdasarkan
fitur-fitur ini. Dalam subbab ini, kita akan membahas
konsep dasar ekstraksi fitur, metode ekstraksi fitur yang
umum digunakan, dan aplikasi dalam pengenalan pola. Bab 11. Ekstraksi Fitur dan Pengenalan Pola
8. Ekstraksi Fitur
Ekstraksi Fitur dan Pengenalan Pola
Ekstraksi fitur dan pengenalan pola adalah tahap penting
dalam
pengolahan
citra
yang
bertujuan
untuk
mengidentifikasi dan menggambarkan karakteristik objek
dalam citra, serta mengklasifikasikan objek berdasarkan
fitur-fitur ini. Dalam subbab ini, kita akan membahas
konsep dasar ekstraksi fitur, metode ekstraksi fitur yang
umum digunakan, dan aplikasi dalam pengenalan pola. Konsep Dasar Ekstraksi Fitur Konsep Dasar Ekstraksi Fitur p
Ekstraksi fitur adalah proses mengkonversi citra ke dalam
bentuk representasi yang lebih sederhana, kompak, dan
informatif yang disebut fitur. Fitur-fitur ini mencerminkan
karakteristik objek dalam citra seperti bentuk, tekstur,
warna, atau pola. Pengenalan pola adalah tugas untuk mengklasifikasikan
objek atau pola dalam citra berdasarkan fitur-fitur yang
diekstraksi. Metode Ekstraksi Fitur Beberapa metode umum dalam ekstraksi fitur citra
termasuk: Ekstraksi Fitur Geometrik: Ini melibatkan pengukuran fitur
geometrik seperti panjang, lebar, area, dan bentuk objek. Ekstraksi Fitur Statistik: Ini melibatkan pengukuran
statistik seperti mean, variansi, skewness, dan kurtosis dari
distribusi intensitas piksel dalam citra. Ekstraksi Fitur Geometrik: Ini melibatkan pengukuran fitur
geometrik seperti panjang, lebar, area, dan bentuk objek. Ekstraksi Fitur Statistik: Ini melibatkan pengukuran
statistik seperti mean, variansi, skewness, dan kurtosis dari
distribusi intensitas piksel dalam citra. Ekstraksi Fitur Tekstur: Ini melibatkan ekstraksi fitur yang
mencerminkan pola tekstur dalam citra, seperti energi,
kontras, dan homogenitas tekstur. Ekstraksi Fitur Frekuensi: Ini melibatkan analisis dalam
domain frekuensi, seperti ekstraksi fitur spektral atau
penggunaan transformasi Fourier. 49 Pengenalan Pola
Pengenalan pola adalah tugas untuk mengklasifikasikan
objek atau pola berdasarkan fitur-fitur yang diekstraksi. Metode yang umum digunakan dalam pengenalan pola
mencakup pengenalan pola berbasis aturan, pengenalan
pola berbasis pembelajaran mesin, dan pengenalan pola
berbasis jaringan saraf tiruan. Pengenalan Pola Pengenalan pola adalah tugas untuk mengklasifikasikan
objek atau pola berdasarkan fitur-fitur yang diekstraksi. Metode yang umum digunakan dalam pengenalan pola
mencakup pengenalan pola berbasis aturan, pengenalan
pola berbasis pembelajaran mesin, dan pengenalan pola
berbasis jaringan saraf tiruan. Aplikasi Ekstraksi Fitur dan Pengenalan Pola Aplikasi Ekstraksi Fitur dan Pengenalan Pola
Ekstraksi fitur dan pengenalan pola memiliki berbagai
aplikasi, termasuk dalam pengenalan wajah, pengenalan
karakter optik (OCR), analisis citra medis, dan pengawasan
keamanan. Contoh aplikasi termasuk pengenalan wajah dalam sistem
keamanan, pengenalan karakter dalam dokumen tercetak,
dan identifikasi anomali dalam citra medis. Pilihan fitur adalah salah satu langkah penting dalam ekstraksi
fitur yang melibatkan seleksi fitur-fitur yang paling relevan
atau informatif dari sekumpulan fitur yang tersedia dalam citra
atau data(Haralick et al., 1973). Dalam subbab ini, kita akan
membahas konsep dasar pilihan fitur, pentingnya seleksi fitur,
serta metode-metode yang umum digunakan dalam proses ini. Konsep Dasar Pilihan Fitur Konsep Dasar Pilihan Fitur Pada dasarnya, setiap citra atau data dapat memiliki banyak
fitur yang digunakan untuk menggambarkan karakteristiknya. Namun, tidak semua fitur tersebut relevan atau informatif
dalam tugas pengenalan atau klasifikasi. Pilihan fitur adalah proses memilih subset fitur yang paling
relevan atau memiliki kontribusi signifikan dalam menjelaskan
variabilitas data. 50 Pilihan fitur membantu dalam mengurangi dimensi data,
meningkatkan akurasi model, mengurangi overfitting, dan
meningkatkan efisiensi komputasi. Metode Pilihan Fitur Metode Pilihan Fitur Metode Pilihan Fitur Beberapa metode umum dalam pilihan fitur meliputi: Metode Filter: Metode ini memilih fitur berdasarkan
metrik statistik atau informasi seperti korelasi, mutual
information, atau uji chi-squared. Metode Wrapper: Metode ini memilih fitur dengan
menggambarkan performa model pembelajaran mesin tertentu,
seperti algoritma klasifikasi, ketika berbagai subset fitur
digunakan. Metode Embedded: Metode ini menggabungkan pilihan fitur ke
dalam proses pelatihan model pembelajaran mesin, seperti
algoritma pengklasifikasi decision tree yang memungkinkan
pemilihan fitur selama pelatihan. Pentingnya Pilihan Fitur Pilihan fitur memiliki dampak besar dalam efisiensi dan
efektivitas proses pengenalan dan klasifikasi. Dengan mengurangi dimensi data, pilihan fitur dapat
mengurangi kompleksitas permasalahan dan mempercepat
waktu komputasi. Selain itu, dengan memilih fitur yang paling relevan, kita
dapat meningkatkan akurasi dan generalisasi model. 11.2 Ekstraksi Fitur Tekstur 51 Ekstraksi fitur tekstur adalah salah satu teknik penting dalam
pengolahan citra yang bertujuan untuk menggambarkan pola
tekstur dalam citra. Pola tekstur mencerminkan distribusi
spasial intensitas piksel dalam citra. Dalam subbab ini, kita
akan membahas konsep dasar ekstraksi fitur tekstur, metode-
metode yang umum digunakan, serta penerapannya dalam
pengenalan pola(Haralick et al., 1973). Konsep Dasar Ekstraksi Fitur Tekstur Konsep Dasar Ekstraksi Fitur Tekstur Pola tekstur dalam citra mencakup pola-pola seperti garis-
garis, titik-titik, atau struktur yang mengulang. Ekstraksi fitur tekstur bertujuan untuk mengukur dan
menggambarkan pola tekstur dalam citra dengan cara yang
bermakna dan informatif. Fitur tekstur dapat digunakan dalam berbagai aplikasi,
termasuk klasifikasi citra berdasarkan tekstur, deteksi cacat
dalam bahan, dan analisis citra medis. Metode Ekstraksi Fitur Tekstur Beberapa metode umum dalam ekstraksi fitur tekstur
meliputi: Histogram Warna: Metode ini mengukur distribusi warna
piksel dalam citra dan menggambarkan pola warna. Matrix Korespondensi: Metode ini menggunakan matriks
korespondensi seperti matriks korelasi atau matriks ko-
occurrence untuk menggambarkan hubungan antara intensitas
piksel. 52 Transformasi Wavelet: Transformasi wavelet digunakan untuk
menggambarkan tekstur pada berbagai skala. Transformasi Wavelet: Transformasi wavelet digunakan untuk
menggambarkan tekstur pada berbagai skala. Metode Statistik: Metode ini menggunakan statistik seperti
energi, kontras, dan homogenitas untuk mengukur tekstur. Aplikasi Ekstraksi Fitur Tekstur Aplikasi Ekstraksi Fitur Tekstur Ekstraksi fitur tekstur memiliki berbagai aplikasi, termasuk
dalam pengenalan objek berdasarkan tekstur, deteksi anomali,
dan analisis citra medis. Contoh aplikasi termasuk deteksi retakan pada permukaan
bahan, pengenalan pola pada kain tekstil, dan identifikasi
jaringan atau tumor dalam citra medis. 11.3 Ekstraksi Fitur Bentuk
Ekstraksi Fitur Bentuk Ekstraksi fitur bentuk adalah salah satu aspek penting dalam
pengolahan citra yang bertujuan untuk menggambarkan
karakteristik geometris atau morfologi objek dalam citra. Dalam subbab ini, kita akan membahas konsep dasar ekstraksi
fitur bentuk, metode-metode yang umum digunakan, serta
penerapannya dalam pengenalan pola. Konsep Dasar Ekstraksi Fitur Bentuk Ekstraksi fitur bentuk melibatkan pengukuran dan deskripsi
karakteristik geometris objek dalam citra, seperti panjang,
lebar, area, perimeter, dan bentuk keseluruhan. Fitur-fitur bentuk ini membantu dalam pemisahan objek
berdasarkan bentuk atau morfologi mereka. Ekstraksi fitur bentuk penting dalam berbagai aplikasi,
termasuk pengenalan objek, pengawasan industri, dan
pemrosesan citra medis. Metode Ekstraksi Fitur Bentuk Metode Ekstraksi Fitur Bentuk 53 Beberapa metode umum dalam ekstraksi fitur bentuk meliputi:
Ekstraksi Fitur Geometrik: Metode ini melibatkan pengukuran
fitur-fitur geometrik seperti panjang, lebar, area, dan perimeter
objek. Transformasi Hough: Metode ini digunakan untuk mendeteksi
garis atau bentuk tertentu dalam citra. Deskriptor Bentuk: Metode ini menggambarkan bentuk objek
dengan menggunakan deskriptor seperti momen bentuk,
convex hull, atau fitur-fitur Fourier. Pentingnya Ekstraksi Fitur Bentuk Pentingnya Ekstraksi Fitur Bentuk
Ekstraksi fitur bentuk memiliki peran penting dalam
pengenalan objek berdasarkan bentuknya. Fitur-fitur bentuk membantu dalam mengklasifikasikan objek
berdasarkan morfologi mereka, yang sering kali lebih deskriptif
daripada fitur-fitur seperti tekstur atau warna. Konsep Dasar Ekstraksi Fitur Tekstur Ekstraksi fitur bentuk penting dalam aplikasi seperti
pengenalan karakter optik (OCR), pemantauan geometri objek
dalam proses produksi, dan identifikasi bentuk objek dalam
analisis citra medis. Ekstraksi fitur bentuk memiliki peran penting dalam
pengenalan objek berdasarkan bentuknya. p
g
j
y
Fitur-fitur bentuk membantu dalam mengklasifikasikan objek
berdasarkan morfologi mereka, yang sering kali lebih deskriptif
daripada fitur-fitur seperti tekstur atau warna. Ekstraksi fitur bentuk penting dalam aplikasi seperti
l
k
k
ik (OC )
i bj k Fitur-fitur bentuk membantu dalam mengklasifikasikan objek
berdasarkan morfologi mereka, yang sering kali lebih deskriptif
daripada fitur-fitur seperti tekstur atau warna. Ekstraksi fitur bentuk penting dalam aplikasi seperti
pengenalan karakter optik (OCR), pemantauan geometri objek
dalam proses produksi, dan identifikasi bentuk objek dalam
analisis citra medis. 54 54 Bab 12. Pengenalan Pola Pengenalan pola adalah salah satu cabang penting dalam bidang
pengolahan citra dan pemrosesan sinyal yang bertujuan untuk
mengidentifikasi pola atau objek dalam data, termasuk citra,
suara, atau data lainnya. Dalam subbab ini, kita akan membahas
konsep dasar pengenalan pola, metode-metode yang umum
digunakan, serta aplikasi dalam berbagai bidang.(Duda et al.,
2006) Konsep Dasar Pengenalan Pola Konsep Dasar Pengenalan Pola Pengenalan pola mencakup proses pembelajaran dari data atau
citra untuk mengklasifikasikan atau mengidentifikasi pola yang
telah dipelajari sebelumnya. Tujuan pengenalan pola adalah untuk menggambarkan pola
dengan fitur atau karakteristik yang dapat digunakan dalam
klasifikasi atau identifikasi. Pengenalan pola adalah bidang multidisiplin yang mencakup
statistik, pembelajaran mesin, pengolahan citra, dan banyak
lagi. Metode Pengenalan Pola Beberapa metode umum dalam pengenalan pola meliputi: K-Nearest Neighbors (K-NN): Metode ini membandingkan
objek yang akan dikenali dengan objek-objek tetangganya
dalam ruang fitur dan mengklasifikasikannya berdasarkan
mayoritas tetangga terdekatnya. 55 Support Vector Machines (SVM): SVM adalah algoritma
pembelajaran mesin yang digunakan untuk mengklasifikasikan
data dalam dua atau lebih kelas. Jaringan Saraf Tiruan (Neural Networks): Neural networks
adalah model komputasi yang terinspirasi oleh struktur jaringan
saraf manusia yang digunakan untuk tugas pengenalan pola
kompleks. Aplikasi Pengenalan Pola Pengenalan pola memiliki berbagai aplikasi, termasuk dalam
pengenalan wajah, pemrosesan citra medis, analisis sentimen
dalam teks, dan pengenalan karakter optik (OCR). Contoh aplikasi termasuk penggunaan pengenalan wajah
dalam sistem keamanan, pengenalan karakter dalam dokumen
cetak, atau pengenalan suara dalam asisten virtual. 12.1 Pengenalan Pola Citra 12.1 Pengenalan Pola Citra Pengenalan pola citra adalah salah satu aspek penting dalam
pengolahan citra yang bertujuan untuk mengidentifikasi objek,
pola, atau karakteristik dalam citra atau rangkaian citra. Dalam
subbab ini, kita akan membahas konsep dasar pengenalan pola
citra, metode-metode yang umum digunakan, serta aplikasi
dalam berbagai bidang. Konsep Dasar Pengenalan Pola Citra Pengenalan pola citra melibatkan proses pengklasifikasian
objek atau pola dalam citra berdasarkan fitur-fitur yang
diekstraksi dari citra tersebut. Fitur-fitur ini mencakup informasi seperti bentuk, warna,
tekstur, atau konteks spasial objek dalam citra. 56 Pengenalan pola citra memiliki berbagai aplikasi, termasuk
pengenalan karakter optik (OCR), pengenalan objek dalam visi
komputer, dan analisis citra medis. Metode Pengenalan Pola Citra Beberapa metode umum dalam pengenalan pola citra meliputi: Pengenalan Pola Berbasis Fitur: Metode ini menggambarkan
objek dalam citra dengan menggunakan fitur-fitur seperti
ekstraksi bentuk, tekstur, atau warna, dan kemudian
mengklasifikasikan objek berdasarkan fitur-fitur ini. Pengenalan Pola Berbasis Model: Metode ini memodelkan
objek dalam citra dengan menggunakan model geometris
seperti model aktor, model Markov tersembunyi, atau jaringan
saraf tiruan. Pengenalan Pola Berbasis Statistik: Metode ini menggunakan
pendekatan statistik untuk mengklasifikasikan objek dalam
citra berdasarkan distribusi fitur-fitur yang diekstraksi. Aplikasi Pengenalan Pola Citra Pengenalan pola citra memiliki berbagai aplikasi, seperti: Pengenalan pola citra memiliki berbagai aplikasi, seperti:
Pengenalan
Karakter
Optik
(OCR):
Digunakan
untuk
mengkonversi teks yang tercetak dalam dokumen ke dalam teks
digital. Pengenalan Wajah: Digunakan dalam sistem keamanan,
pengenalan wajah dalam foto, atau pengenalan emosi wajah. Analisis Citra Medis: Digunakan untuk mendeteksi dan
mengklasifikasikan patologi dalam citra medis, seperti citra
MRI atau CT. 57 12.2 Klasifikasi Citra
Klasifikasi citra adalah salah satu aspek penting dalam
pengenalan pola yang bertujuan untuk mengklasifikasikan citra
atau objek dalam citra ke dalam kategori atau kelas yang telah
ditentukan. Dalam subbab ini, kita akan membahas konsep
dasar klasifikasi citra, metode-metode yang umum digunakan,
serta aplikasinya dalam berbagai bidang(Sonka et al., 2014). 12.2 Klasifikasi Citra Konsep Dasar Klasifikasi Citra Klasifikasi citra melibatkan proses mengatributkan label
kategori atau kelas pada citra berdasarkan karakteristik visual
atau fitur-fitur yang diekstraksi dari citra tersebut. Fitur-fitur yang digunakan dalam klasifikasi dapat mencakup
bentuk, tekstur, warna, atau fitur-fitur lain yang relevan. Tujuan klasifikasi citra adalah untuk mengenali objek atau
pola dalam citra dan membedakannya ke dalam kategori yang
telah ditentukan. Metode Klasifikasi Citra Metode Klasifikasi Citra Beberapa metode umum dalam klasifikasi citra meliputi: K-Nearest
Neighbors
(K-NN):
Metode
ini
mengklasifikasikan citra berdasarkan mayoritas label dari K
citra terdekat dalam ruang fitur. K-Nearest
Neighbors
(K-NN):
Metode
ini
mengklasifikasikan citra berdasarkan mayoritas label dari K
citra terdekat dalam ruang fitur. Support Vector Machines (SVM): SVM adalah algoritma
pembelajaran mesin yang digunakan untuk mengklasifikasikan
citra dalam dua atau lebih kelas dengan mencari hyperplane
terbaik yang memisahkan kelas-kelas tersebut. 58 Jaringan Saraf Tiruan (Neural Networks): Neural networks
adalah model komputasi yang digunakan untuk tugas-tugas
klasifikasi citra yang kompleks. Aplikasi Klasifikasi Citra Klasifikasi citra memiliki berbagai aplikasi yang luas, seperti: Klasifikasi citra memiliki berbagai aplikasi yang luas, seperti: Klasifikasi citra memiliki berbagai aplikasi yang luas, seperti: Pengenalan Wajah: Dalam sistem keamanan atau pengenalan
wajah dalam foto dan video. Pengenalan Objek: Untuk mengklasifikasikan objek dalam citra
atau video, seperti pengenalan plat nomor kendaraan. Pengenalan Objek: Untuk mengklasifikasikan objek dalam citra
atau video, seperti pengenalan plat nomor kendaraan. Pemrosesan Citra Medis: Untuk mengklasifikasikan struktur
anatomi dalam citra medis atau untuk mendeteksi penyakit. Pemrosesan Citra Medis: Untuk mengklasifikasikan struktur
anatomi dalam citra medis atau untuk mendeteksi penyakit. 12.3 Aplikasi Pengenalan Pola Citra
Aplikasi Pengenalan Pola Citra 12.3 Aplikasi Pengenalan Pola Citra
Aplikasi Pengenalan Pola Citra Aplikasi pengenalan pola citra adalah salah satu aspek paling
menarik dalam pengolahan citra dan pengenalan pola. Dalam
subbab ini, kita akan membahas berbagai aplikasi praktis dari
teknik pengenalan pola citra yang telah kita pelajari
sebelumnya. Aplikasi di Bidang Medis Aplikasi di Bidang Medis Pengenalan Tumor: Teknik pengenalan pola citra digunakan
dalam
analisis
citra
medis
untuk
mendeteksi
dan
mengklasifikasikan tumor dalam citra MRI atau CT scan. Pendeteksian Retina: Dalam oftalmologi, pengenalan pola
digunakan untuk mendeteksi masalah retina seperti retinopati
diabetik. 59 Aplikasi di Bidang Keamanan Aplikasi di Bidang Keamanan Pengenalan Wajah: Pengenalan pola citra digunakan dalam
sistem keamanan untuk mengidentifikasi individu berdasarkan
wajah mereka. Pengenalan Plat Nomor: Dalam sistem pemantauan lalu lintas,
teknik pengenalan pola digunakan untuk mengenali plat nomor
kendaraan. Aplikasi dalam Teknologi Otomotif Aplikasi dalam Teknologi Otomotif Panduan Parkir Otomatis: Dalam mobil modern, teknologi
pengenalan pola digunakan untuk panduan parkir otomatis. Kendaraan Otonom: Teknik pengenalan pola citra adalah
komponen
kunci
dalam
kendaraan
otonom
untuk
mengidentifikasi objek di jalan. 4. Analisis Sentimen dalam Media Sosial Bab 13. Aplikasi Lanjutan Subbab ini akan membahas beberapa aplikasi lanjutan dari
pengolahan citra digital dan pengenalan pola yang mencakup
berbagai bidang(Sonka et al., 2014). Aplikasi dalam Pengenalan Karakter dan Tulisan Tangan Aplikasi dalam Pengenalan Karakter dan Tulisan Tangan Aplikasi dalam Pengenalan Karakter dan Tulisan Tangan OCR (Optical Character Recognition): Teknik pengenalan pola
citra digunakan dalam OCR untuk mengubah teks yang
tercetak dalam dokumen ke dalam teks digital yang dapat
diedit. OCR (Optical Character Recognition): Teknik pengenalan pola
citra digunakan dalam OCR untuk mengubah teks yang
tercetak dalam dokumen ke dalam teks digital yang dapat
diedit. Pengenalan
Tulisan
Tangan:
Dalam
aplikasi
seperti
pengenalan cek atau dokumen tangan, teknik pengenalan pola
tulisan tangan digunakan. Aplikasi dalam Industri 60 Pengawasan Kualitas Produk: Dalam industri manufaktur,
pengenalan pola citra digunakan untuk pengawasan kualitas
produk, seperti mendeteksi cacat pada produk yang diproduksi. Robotic Vision: Teknik pengenalan pola citra digunakan
dalam robotika untuk membantu robot mengidentifikasi objek
dan berinteraksi dengan lingkungan mereka. 61 61 Bab 13. Aplikasi Lanjutan Metode-Metode Pengolahan Citra 3D Beberapa metode umum dalam pengolahan citra 3D meliputi:
Segmentasi 3D: Metode ini digunakan untuk memisahkan
objek dalam citra 3D berdasarkan fitur-fitur seperti intensitas,
tekstur, atau morfologi. Rekonstruksi 3D: Proses rekonstruksi 3D digunakan untuk
membuat model 3D dari serangkaian citra 2D, seperti yang
sering terjadi dalam pemindaian CT atau MRI. Visualisasi 3D: Teknik visualisasi digunakan untuk membuat
representasi visual dari data 3D, memungkinkan pemahaman
yang lebih baik tentang struktur objek. Konsep Dasar Citra 3D Citra 3D adalah representasi data spasial yang menggambarkan
objek atau lingkungan dalam tiga dimensi, mencakup panjang,
lebar, dan kedalaman. Citra 3D dapat diperoleh dari berbagai sumber, termasuk
pemindaian laser, pemindaian CT (Computed Tomography),
pemindaian MRI (Magnetic Resonance Imaging), kamera
stereo, atau bahkan pemodelan 3D. 1. Citra Medis dan Diagnostik 1. Citra Medis dan Diagnostik Segmentasi Organ dan Jaringan: Dalam radiologi, pengolahan
citra digunakan untuk segmentasi organ tubuh atau jaringan
dalam citra medis, seperti MRI atau CT scan, untuk analisis
lebih lanjut. Pengenalan Pola pada Citra Histologi: Dalam patologi, analisis
citra digital digunakan untuk mengenali pola histologi dalam
citra mikroskopis untuk diagnosis penyakit. 2. Pengenalan Objek dalam Robotika 2. Pengenalan Objek dalam Robotika Navigasi Kendaraan Otonom: Pengolahan citra dan pengenalan
pola
digunakan
dalam
kendaraan
otonom
untuk
mengidentifikasi rambu lalu lintas, pejalan kaki, atau
kendaraan lainnya di jalan. Navigasi Kendaraan Otonom: Pengolahan citra dan pengenalan
pola
digunakan
dalam
kendaraan
otonom
untuk
mengidentifikasi rambu lalu lintas, pejalan kaki, atau
kendaraan lainnya di jalan. Manipulasi Objek: Dalam robotika industri, robot digunakan
untuk mengidentifikasi, mengambil, dan memanipulasi objek
berdasarkan citra. 3. Pengenalan Tulisan Tangan dan Optik Karakter (OCR) 3. Pengenalan Tulisan Tangan dan Optik Karakter (OCR)
Pengenalan Tulisan Tangan: OCR diperluas untuk mengenali
tulisan tangan manusia dalam dokumen sehari-hari, seperti cek
atau nota. Pengenalan Optik Karakter dalam Bahasa yang Berbeda: OCR
ditingkatkan untuk mengenali karakter dalam bahasa yang
berbeda, termasuk bahasa yang tidak menggunakan alfabet
Latin. 62 Pengenalan Emosi dalam Gambar atau Video: Teknik
pengenalan pola digunakan untuk mengidentifikasi emosi
wajah dalam gambar atau video yang diunggah ke media sosial. Analisis Sentimen Teks: Dalam pengolahan bahasa alami,
analisis sentimen digunakan untuk menentukan perasaan atau
pandangan dalam teks yang diposting di media sosial. Pengenalan Emosi dalam Gambar atau Video: Teknik
pengenalan pola digunakan untuk mengidentifikasi emosi
wajah dalam gambar atau video yang diunggah ke media sosial. Analisis Sentimen Teks: Dalam pengolahan bahasa alami,
analisis sentimen digunakan untuk menentukan perasaan atau
pandangan dalam teks yang diposting di media sosial. 13. Pengolahan Citra 3D 13. Pengolahan Citra 3D Konsep Dasar Citra 3D Aplikasi dalam Kedokteran Aplikasi dalam Kedokteran Pemodelan Organ dan Jaringan: Citra 3D digunakan untuk
memodelkan organ tubuh manusia untuk perencanaan bedah,
diagnosis penyakit, atau pemantauan perkembangan penyakit. 63 Navigasi Bedah: Dalam bedah, pengolahan citra 3D digunakan
untuk navigasi dan panduan bedah yang presisi. Aplikasi dalam Robotika Aplikasi dalam Robotika
Panduan Navigasi Robot: Citra 3D digunakan dalam robotika
untuk membantu robot mengenali dan berinteraksi dengan
lingkungan mereka, seperti robot otonom yang beroperasi di
bawah air. Aplikasi dalam Pemodelan Pemodelan Arsitektur: Citra 3D digunakan dalam industri
arsitektur untuk membuat model bangunan dan lingkungan
yang lebih realistis. Pemodelan untuk Desain Produk: Dalam industri manufaktur,
pengolahan citra 3D digunakan untuk membuat model produk
yang akan diproduksi, memungkinkan perancang untuk
melakukan pengujian virtual sebelum produksi. 13.1 Pengenalan Citra 3D Konsep Dasar Citra 3D Citra 3D adalah representasi visual dari objek atau lingkungan
dalam tiga dimensi, yang mencakup panjang, lebar, dan
kedalaman. Untuk menghasilkan citra 3D, berbagai teknologi pemindaian
digunakan,
seperti
pemindaian
laser,
pemindaian
CT
(Computed
Tomography), pemindaian MRI
(Magnetic
Resonance Imaging), atau kamera stereo. Citra 3D sering direpresentasikan dalam format voxel (volume
pixel) atau titik 3D. Metode Pengenalan Citra 3D Pengenalan citra 3D melibatkan berbagai metode, termasuk:
Segmentasi 3D: Metode ini digunakan untuk memisahkan
objek atau struktur tertentu dalam citra 3D, seringkali
berdasarkan ambang batas intensitas atau ciri-ciri morfologi. 64 Rekonstruksi 3D: Proses ini menghasilkan model 3D dari
serangkaian citra 2D, seperti yang sering terjadi dalam
pemindaian CT atau MRI. Rekonstruksi 3D: Proses ini menghasilkan model 3D dari
serangkaian citra 2D, seperti yang sering terjadi dalam
pemindaian CT atau MRI. p
Visualisasi
3D:
Teknik
visualisasi
digunakan
untuk
menghasilkan
representasi
grafis
yang
memungkinkan
pengguna untuk memahami dan berinteraksi dengan citra 3D. Aplikasi Pengenalan Citra 3D Pengenalan citra 3D memiliki berbagai aplikasi, termasuk: Pengenalan citra 3D memiliki berbagai aplikasi, termasuk:
Kedokteran: Digunakan dalam pemodelan organ tubuh
manusia untuk perencanaan bedah, diagnosis penyakit, atau
pemantauan perkembangan penyakit(Ma et al., 2004). Robotika: Membantu robot mengenali dan berinteraksi dengan
lingkungan mereka, seperti robot otonom dan robot bedah. Industri Manufaktur: Digunakan untuk pemodelan produk dan
pengawasan kualitas produk. 13.2 Pencitraan Medis Subbab ini akan membahas aplikasi pengolahan citra dalam
dunia medis yang sering disebut "pencitraan medis." Pencitraan
medis adalah salah satu bidang utama dalam pengolahan citra
3D yang digunakan untuk diagnosis penyakit, perencanaan
bedah, dan pemantauan perkembangan penyakit. Konsep Dasar Pencitraan Medis Pencitraan medis melibatkan pengambilan, pemrosesan, dan
analisis citra untuk membantu dalam diagnosis, pemantauan,
dan perawatan penyakit(Bankman, 2008). Sumber citra medis meliputi CT scan, MRI, ultrasonografi,
sinar-X, dan banyak lagi. Metode-Metode Pencitraan Medis Metode-Metode Pencitraan Medis
Beberapa metode umum dalam pencitraan medis meliputi:
Pencitraan Tomografi Komputer (CT Scan): Metode ini
menggunakan
sinar-X untuk
menghasilkan
serangkaian
gambar potongan tubuh dalam tiga dimensi. 65 Pencitraan Resonansi Magnetik (MRI): MRI menggunakan
medan magnet dan gelombang radio untuk menghasilkan
gambaran detail dari dalam tubuh. Ultrasonografi:
Pencitraan
ultrasonik
menggunakan
gelombang suara tinggi untuk menghasilkan gambar organ
dalam tubuh. Aplikasi Pencitraan Medis Pencitraan medis memiliki berbagai aplikasi yang krusial
dalam dunia medis, termasuk: Diagnosis Penyakit: Digunakan untuk mendiagnosis penyakit
seperti kanker, stroke, atau cedera jaringan lunak. Perencanaan Bedah: Pencitraan medis membantu dokter
merencanakan operasi dengan presisi, meminimalkan risiko,
dan memaksimalkan efisiensi. Perencanaan Bedah: Pencitraan medis membantu dokter
merencanakan operasi dengan presisi, meminimalkan risiko,
dan memaksimalkan efisiensi. Pemantauan Perkembangan Penyakit: Digunakan untuk
memantau
respons
pasien
terhadap
perawatan
dan
perkembangan penyakit. Pemantauan Perkembangan Penyakit: Digunakan untuk
memantau
respons
pasien
terhadap
perawatan
dan
perkembangan penyakit. 66 66 Bab 14. Pengolahan Citra dalam Realitas Virtual dan
Augmented
Konsep Dasar Realitas Virtual (VR) dan Augmented Reality
(AR) Realitas Virtual (VR): VR adalah teknologi yang
menciptakan lingkungan simulasi yang sepenuhnya imersif. Pengguna dapat sepenuhnya terlibat dalam dunia maya yang
diciptakan oleh komputer, seringkali menggunakan headset
VR. Augmented Reality (AR): AR adalah teknologi yang
memadukan elemen dunia nyata dengan elemen digital, seperti
grafis, suara, atau video. Ini biasanya dicapai melalui aplikasi
di perangkat mobile atau headset AR. Metode-Metode Pengolahan Citra dalam VR dan AR Beberapa
metode yang digunakan dalam pengolahan citra Metode-Metode Pengolahan Citra dalam VR dan AR Beberapa Metode-Metode Pengolahan Citra dalam VR dan AR Beberapa metode yang digunakan dalam pengolahan citra
dalam VR dan AR meliputi: metode yang digunakan dalam pengolahan citra
dalam VR dan AR meliputi: Pengenalan Objek: Teknik pengenalan citra digunakan
untuk mengenali objek dalam lingkungan nyata dan
mengintegrasikan objek digital dalam AR. Pemodelan 3D: Pemodelan objek dan lingkungan 3D
sangat penting dalam VR untuk menciptakan dunia maya yang
imersif. 14.1 Realitas Virtual (VR) Subbab ini akan memperkenalkan konsep dasar Realitas
Virtual (VR) dalam konteks pengolahan citra. VR adalah
teknologi yang menciptakan lingkungan simulasi yang
sepenuhnya imersif, di mana pengguna dapat sepenuhnya
terlibat dalam dunia maya yang diciptakan oleh komputer. 13.2 Pencitraan Medis Pelacakan Gerakan: Pelacakan gerakan adalah komponen
kunci dalam VR dan AR untuk memastikan bahwa objek digital
berinteraksi secara realistis dengan gerakan pengguna. Aplikasi dalam VR dan AR 67 VR dan AR memiliki berbagai aplikasi, termasuk: VR dan AR memiliki berbagai aplikasi, termasuk:
Gaming: VR digunakan dalam game yang sepenuhnya imersif,
sementara AR digunakan dalam game yang memadukan
elemen digital dengan dunia nyata. Pendidikan: VR digunakan dalam pembelajaran virtual yang
mendalam, sementara AR digunakan untuk memperkaya
pengalaman pembelajaran dalam lingkungan nyata. Pariwisata: Aplikasi AR digunakan dalam panduan wisata yang
memungkinkan pengguna melihat informasi tambahan tentang
tempat wisata yang mereka kunjungi. Perawatan Kesehatan: VR digunakan dalam terapi dan
pelatihan medis, sedangkan AR digunakan dalam visualisasi
dan panduan bedah. Konsep Dasar VR VR menciptakan lingkungan maya yang mensimulasikan dunia
nyata atau menciptakan dunia fiksi sepenuhnya. Pengguna
biasanya menggunakan headset VR yang dilengkapi dengan
sensor gerak untuk mengalami VR. Lingkungan VR sering kali mencakup visualisasi 3D yang
sangat realistis, audio 3D, serta pelacakan gerakan pengguna
untuk memberikan pengalaman imersif(Sherman & Craig,
2018). Pengolahan Citra dalam VR Pengolahan citra adalah komponen kunci dalam pengalaman
VR. Beberapa aspek pengolahan citra dalam VR meliputi: 68 Visualisasi 3D: VR memerlukan representasi visual yang
realistis dari dunia maya. Ini melibatkan pemodelan objek dan
lingkungan 3D dengan tekstur dan pencahayaan yang memadai. Pelacakan Gerakan: Sensor dan kamera pada headset VR
digunakan untuk melacak gerakan kepala dan tangan
pengguna, sehingga citra VR dapat berubah sesuai dengan
perubahan orientasi dan lokasi pengguna. Rendering Stereo: VR seringkali menggunakan rendering
stereo untuk menghasilkan citra 3D terpisah untuk mata kiri
dan kanan pengguna, menciptakan efek tiga dimensi. Konsep Dasar AR AR memadukan informasi digital dengan lingkungan fisik,
menghasilkan pengalaman di mana objek atau informasi digital
muncul dalam dunia nyata(Azuma, 1997). Aplikasi AR sering dijalankan pada perangkat mobile, tablet,
atau headset AR khusus. Pengolahan Citra dalam AR
Pengolahan citra adalah aspek penting dalam AR. Beberapa
aspek pengolahan citra dalam AR meliputi: Pengolahan Citra dalam AR Aplikasi VR VR memiliki berbagai aplikasi, termasuk: Gaming: VR digunakan dalam game yang sepenuhnya imersif,
memungkinkan pemain untuk merasakan lingkungan dan
interaksi dengan objek dalam dunia maya. Pendidikan: VR digunakan dalam pembelajaran virtual yang
mendalam, memungkinkan siswa untuk mengalami konsep-
konsep abstrak dalam lingkungan 3D. Pelatihan: VR digunakan dalam pelatihan simulasi, seperti
pelatihan pilot pesawat atau latihan bedah. 14.2 Realitas Augmented (AR) Pengolahan Citra dalam AR g
Pengolahan citra adalah aspek penting dalam AR. Beberapa
aspek pengolahan citra dalam AR meliputi: 69 Pengenalan Objek: Teknik pengenalan citra digunakan untuk
mengenali objek dalam lingkungan nyata dan menambahkan
objek digital yang sesuai. Pelacakan Posisi: AR memerlukan pelacakan posisi perangkat
dan objek dalam lingkungan nyata agar objek digital dapat
berinteraksi secara realistis dengan dunia nyata. Visualisasi Augmented: Proses ini melibatkan pemrosesan citra
dan tampilan objek digital sehingga mereka tampak seperti
bagian integral dari lingkungan nyata. Aplikasi AR AR memiliki berbagai aplikasi, termasuk: AR memiliki berbagai aplikasi, termasuk:
Gaming: AR digunakan dalam game yang memadukan elemen
digital dengan dunia nyata, seperti Pokémon GO. Gaming: AR digunakan dalam game yang memadukan elemen
digital dengan dunia nyata, seperti Pokémon GO. Pendidikan: AR digunakan dalam pembelajaran interaktif di
mana siswa dapat melihat model 3D, info tambahan, atau
animasi dalam buku teks. Penggunaan Harian: Aplikasi AR digunakan dalam navigasi,
memandu pengguna menuju tujuan dengan menampilkan rute
dan info penting dalam pandangan kamera perangkat. 70 70 Bab 15. Kasus Studi Bab 15. Kasus Studi 15. Studi Kasus Pengolahan Citra Subbab ini akan memperkenalkan beberapa studi kasus dalam
pengolahan citra untuk memberikan pemahaman yang lebih
dalam tentang bagaimana teknik-teknik pengolahan citra
digunakan dalam berbagai aplikasi dunia nyata. Kasus Studi 1: Pengolahan Citra Medis untuk Diagnosis
Penyakit Deskripsi Kasus Studi: Dalam dunia medis, pengolahan citra
digunakan untuk mendiagnosis penyakit seperti kanker. Sebuah
kasus studi dapat berfokus pada bagaimana citra medis seperti
CT scan atau MRI digunakan dalam deteksi dan diagnosis
kanker. Teknik Pengolahan Citra: Segmentasi citra, ekstraksi fitur, dan
klasifikasi citra adalah teknik utama yang digunakan dalam
pengolahan citra medis. Sebagai contoh, penggunaan
pengolahan citra untuk memisahkan area yang mencurigakan
pada gambar CT scan. Sumber Referensi: Anda dapat merujuk ke penelitian medis
dan artikel yang membahas penggunaan pengolahan citra
dalam diagnosis kanker. Kasus Studi 2: Pengolahan Citra dalam Keamanan Kasus Studi 2: Pengolahan Citra dalam Keamanan
Deskripsi Kasus Studi: Pengolahan citra digunakan dalam
sistem keamanan, seperti pemantauan CCTV. Studi kasus dapat
membahas bagaimana teknik pengolahan citra digunakan
dalam mendeteksi intrusi atau perilaku mencurigakan. Teknik Pengolahan Citra: Teknik deteksi tepi, pelacakan objek,
dan analisis pola adalah teknik yang relevan dalam aplikasi
keamanan. Penggunaannya
untuk
mendeteksi
gerakan
mencurigakan dalam rekaman video. Kasus Studi 2: Pengolahan Citra dalam Keamanan
Deskripsi Kasus Studi: Pengolahan citra digunakan dalam
sistem keamanan, seperti pemantauan CCTV. Studi kasus dapat
membahas bagaimana teknik pengolahan citra digunakan
dalam mendeteksi intrusi atau perilaku mencurigakan. g
Teknik Pengolahan Citra: Teknik deteksi tepi, pelacakan objek,
dan analisis pola adalah teknik yang relevan dalam aplikasi
keamanan. Penggunaannya
untuk
mendeteksi
gerakan
mencurigakan dalam rekaman video. Sumber Referensi: Jurnal dan konferensi tentang keamanan
dan pengolahan citra dalam sistem keamanan. 71 Kasus Studi 3: Pengolahan Citra dalam Augmented Reality Deskripsi Kasus Studi: Augmented Reality (AR) menggunakan
pengolahan citra untuk menampilkan objek digital dalam dunia
nyata. Studi kasus dapat mencakup penggunaan AR dalam
industri periklanan atau pendidikan. Aplikasi AR Teknik Pengolahan Citra: Pengenalan objek, pelacakan posisi,
dan visualisasi augmented adalah teknik utama dalam aplikasi
AR. Sumber Referensi: Buku dan artikel tentang AR serta
penggunaan pengolahan citra dalam AR. Kasus Studi 4: Pengolahan Citra dalam Identifikasi Wajah
Deskripsi Kasus Studi: Identifikasi wajah adalah aplikasi yang
semakin umum dalam keamanan, pengelolaan identitas, dan
pengawasan. Studi kasus dapat fokus pada penggunaan
teknologi
pengolahan
citra
untuk
mengenali
individu
berdasarkan wajah mereka. Teknik Pengolahan Citra: Deteksi wajah, ekstraksi fitur wajah,
dan pengenalan pola adalah teknik utama dalam identifikasi
wajah. Penggunaan algoritma pengenalan wajah dalam aplikasi
keamanan. 15.1 Aplikasi dalam Bidang Kesehatan
Dalam dunia kesehatan, pengolahan citra memiliki peran
penting dalam diagnosis penyakit, pemantauan perkembangan
penyakit, dan perencanaan bedah. Salah satu aplikasi yang akan
kita telusuri adalah penggunaan pengolahan citra dalam
mendiagnosis penyakit kulit seperti melanoma. Implementasi dengan Python: Dalam studi kasus ini, kita akan melihat bagaimana teknik
pengolahan citra dapat diterapkan dengan menggunakan 72 Python. Kita akan memanfaatkan library Python seperti
OpenCV dan scikit-image. Langkah-langkah Implementasi: Pengambilan Citra: Pertama, kita akan mempelajari bagaimana
citra kulit pasien diambil, baik melalui kamera medis atau
smartphone. Praproses Citra: Citra kulit yang diambil akan diproses untuk
meningkatkan kualitasnya. Praproses ini mungkin melibatkan
perbaikan kualitas citra dan perbaikan kontras. Segmentasi Citra: Teknik segmentasi akan digunakan untuk
mengidentifikasi area yang mencurigakan pada kulit yang perlu
dianalisis lebih lanjut. Ekstraksi Fitur: Fitur-fitur penting dari kulit, seperti ukuran,
bentuk, atau warna, akan diekstraksi untuk analisis lebih lanjut. Klasifikasi
Citra:
Citra
kulit
akan
diklasifikasikan
menggunakan model machine learning atau deep learning. M d l i i
k
dil tih
t k
b d k
t
l
i k lit Ekstraksi Fitur: Fitur-fitur penting dari kulit, seperti ukuran,
bentuk, atau warna, akan diekstraksi untuk analisis lebih lanjut. Ekstraksi Fitur: Fitur-fitur penting dari kulit, seperti ukuran,
bentuk, atau warna, akan diekstraksi untuk analisis lebih lanjut. Klasifikasi
Citra:
Citra
kulit
akan
diklasifikasikan
menggunakan model machine learning atau deep learning. Model ini akan dilatih untuk membedakan antara lesi kulit
normal dan lesi yang mencurigakan(Qasim Gilani et al., 2023). 15.2 Aplikasi dalam Bidang Teknik Klasifikasi
Citra:
Citra
kulit
akan
diklasifikasikan
menggunakan model machine learning atau deep learning. Model ini akan dilatih untuk membedakan antara lesi kulit
normal dan lesi yang mencurigakan(Qasim Gilani et al., 2023). Aplikasi AR 15 2 Aplikasi dalam Bidang Teknik 15.2 Aplikasi dalam Bidang Teknik Deskripsi Kasus Studi: Deskripsi Kasus Studi: Dalam dunia teknik, pengolahan citra memiliki banyak aplikasi
yang penting, termasuk inspeksi kualitas produk, pemantauan
infrastruktur, dan analisis data sensor. Sebagai contoh, kita
akan menjelajahi penggunaan pengolahan citra dalam inspeksi
kualitas produk. p
Implementasi dengan Python: Implementasi dengan Python: Dalam studi kasus ini, kita akan memahami bagaimana teknik
pengolahan citra dapat diimplementasikan menggunakan
bahasa pemrograman Python. Kita akan menggunakan library
Python seperti OpenCV untuk menjalankan proses pengolahan
citra. Langkah-langkah Implementasi: 73 Pengambilan Citra: Pertama, kita akan mempelajari bagaimana
citra produk yang akan diinspeksi diambil menggunakan
kamera atau perangkat pemrosesan citra. Pengambilan Citra: Pertama, kita akan mempelajari bagaimana
citra produk yang akan diinspeksi diambil menggunakan
kamera atau perangkat pemrosesan citra. Praproses
Citra:
Citra
produk
akan
diproses
untuk
menghilangkan
noise,
meningkatkan
kontras,
dan
mempersiapkannya untuk analisis lebih lanjut. Segmentasi Citra: Teknik segmentasi akan digunakan untuk
memisahkan
area
produk
dari
latar
belakang
dan
memungkinkan analisis fokus pada produk itu sendiri. Ekstraksi Fitur: Fitur-fitur produk seperti bentuk, warna, atau
tekstur akan diekstraksi untuk melakukan pemantauan kualitas. Ekstraksi Fitur: Fitur-fitur produk seperti bentuk, warna, atau
tekstur akan diekstraksi untuk melakukan pemantauan kualitas. Klasifikasi Citra: Citra produk akan diklasifikasikan sebagai
produk yang memenuhi standar kualitas atau memiliki cacat. Ini dapat dilakukan menggunakan metode machine learning
atau deep learning. 15.3 Aplikasi dalam Bidang Hiburan
Bidang hiburan memiliki banyak aplikasi pengolahan citra,
seperti pengembangan efek visual untuk film dan televisi,
pemrosesan citra dalam game, dan pengenalan gerakan dalam
tari atau seni pertunjukan. Dalam studi kasus ini, kita akan
menjelajahi
penggunaan
pengolahan
citra
dalam
pengembangan efek visual untuk film. Implementasi dengan Python:
Kita akan melihat bagaimana teknik pengolahan citra dapat
diimplementasikan
dengan
menggunakan
bahasa
pemrograman Python. Kita akan memanfaatkan berbagai
library Python yang relevan untuk tugas-tugas dalam bidang
hiburan. Langkah-langkah Implementasi:
Pengambilan Citra atau Frame: Pertama, kita akan memahami
bagaimana citra atau frame dari adegan film diambil
menggunakan perangkat perekaman atau kamera. Langkah-langkah Implementasi: g
g
p
Pengambilan Citra atau Frame: Pertama, kita akan memahami
bagaimana citra atau frame dari adegan film diambil
menggunakan perangkat perekaman atau kamera. 74 Praproses Citra atau Frame: Citra atau frame akan diproses
untuk meningkatkan kualitasnya, menghilangkan noise, dan
mempersiapkannya untuk manipulasi lebih lanjut. Efek Visual: Teknik pengolahan citra akan digunakan untuk
menghasilkan efek visual yang sesuai dengan kebutuhan film,
seperti efek ledakan, penghapusan latar belakang, atau
penciptaan karakter digital. Aplikasi AR Integrasi dengan Footage Asli: Citra hasil efek visual akan
diintegrasikan dengan footage asli untuk menciptakan tampilan
yang mulus dalam film(Foley et al., 1994). 75 75 Bab 16. Kesimpulan Bab 16. Kesimpulan
16. Tantangan dan Arah Masa Depan dalam Pengolahan Citra
Digital 16. Tantangan dan Arah Masa Depan dalam Pengolahan Citra
Digital Tantangan dalam Pengolahan Citra Digital: Kompleksitas Data: Citra digital semakin kompleks dan
berukuran besar, yang menghasilkan tantangan dalam
pemrosesan dan analisis. Variabilitas dan Noise: Variabilitas dalam citra dan adanya
noise dapat mempengaruhi akurasi algoritma pengolahan citra. Interpretasi dan Subyektivitas: Interpretasi citra seringkali
bersifat subyektif dan dapat bervariasi antara individu. Kehandalan dan Keamanan: Dalam aplikasi medis atau
keamanan, kehandalan dan keamanan sistem pengolahan citra
sangat penting. Kecepatan dan Efisiensi: Beberapa aplikasi memerlukan
pengolahan citra secara real-time, sehingga kecepatan dan
efisiensi algoritma sangat penting. Arah Masa Depan dalam Pengolahan Citra Digital: Pengolahan Citra 3D: Pengolahan citra 3D akan terus
berkembang dalam berbagai aplikasi, termasuk pencitraan
medis dan realitas virtual. Deep Learning dan AI: Penggunaan metode deep learning dan
kecerdasan buatan akan terus diperluas dalam analisis citra,
termasuk segmentasi dan pengenalan pola. Pengolahan Citra dalam AR dan VR: Pengolahan citra akan
menjadi inti dalam pengalaman realitas virtual dan augmented,
menghadirkan elemen-elemen digital yang realistis. Pengolahan Citra Medis yang Lebih Lanjut: Teknologi
pengolahan citra akan terus digunakan dalam mendiagnosis
penyakit secara lebih akurat dan tepat waktu. Kombinasi Data Multi-modal: Penggabungan data citra dengan
data lain seperti teks dan sensorik akan memberikan informasi
yang lebih kaya dan komprehensif. 76 Big Data dan Skalabilitas: Pengolahan citra pada data yang
sangat besar (big data) memerlukan teknik yang efisien untuk
menyimpan, mengakses, dan menganalisis citra dalam skala
besar(Gonzalez et al., 2009). Pengolahan Citra 4D: Pengolahan citra dalam dimensi waktu
(4D) semakin penting dalam aplikasi seperti pemantauan
cuaca, pergerakan lalu lintas, dan pencitraan medis dinamis. Privasi dan Keamanan Citra: Dalam konteks pengenalan wajah
dan identifikasi citra pribadi, tantangan privasi dan keamanan
citra menjadi semakin signifikan. Interpretasi Konteks: Tantangan untuk mengembangkan
algoritma yang dapat menginterpretasikan konteks citra, seperti
lingkungan sekitarnya, untuk pengambilan keputusan yang
lebih baik. Pengolahan Citra pada Perangkat Bergerak: Pengolahan citra
pada perangkat mobile yang memiliki sumber daya terbatas
memerlukan algoritma yang hemat daya dan berkinerja tinggi. Interaksi Manusia-Mesin: Pengembangan antarmuka manusia-
mesin yang lebih intuitif untuk mengintegrasikan interaksi
manusia dengan citra digital(Szeliski, 2022). Aplikasi AR 16.2 Arah Penelitian Masa Depan Arah Penelitian Masa Depan dalam Pengolahan Citra Digital: Deep Learning dan Neural Networks: Pengembangan arsitektur
neural networks yang lebih kompleks dan metode deep learning
yang lebih canggih untuk pengenalan pola dan segmentasi
citra(Prince, 2012). Pengolahan Citra 3D dan 4D: Perkembangan teknik
pengolahan citra untuk data citra dalam tiga dimensi (3D) dan
dalam dimensi waktu (4D), terutama dalam bidang kedokteran,
ilmu material, dan realitas virtual. Penggabungan
Data
Multi-modal:
Penelitian
untuk
mengintegrasikan data citra dengan data dari berbagai sumber
lain seperti teks, sensorik, dan data geospasial untuk analisis
yang lebih holistik. 77 Privasi dan Keamanan Citra: Pengembangan teknik untuk
melindungi privasi individu dalam citra serta mencegah
manipulasi dan kebocoran citra. Privasi dan Keamanan Citra: Pengembangan teknik untuk
melindungi privasi individu dalam citra serta mencegah
manipulasi dan kebocoran citra. Realitas Virtual dan Augmented Reality (VR/AR): Penelitian
dalam pengolahan citra yang mendukung pengalaman realitas
virtual dan augmented yang lebih imersif dan realistis. Kecerdasan Buatan dalam Pengolahan Citra Medis: Penerapan
kecerdasan buatan dalam diagnosis dan perawatan medis
melalui analisis citra yang lebih akurat dan cepat. Pengolahan Citra pada Edge Devices: Penelitian tentang
pengolahan citra pada perangkat edge seperti kamera pintar dan
kendaraan otonom untuk aplikasi real-time. Interaksi Manusia-Mesin yang Lebih Lanjut: Pengembangan
antarmuka manusia-mesin yang lebih canggih dan intuitif
untuk berinteraksi dengan citra digital(Nixon & Aguado, 2019). 78 78 Daftar Pustaka Azuma, R. T. (1997). A survey of augmented reality. Presence:
Teleoperators & Virtual Environments, 6(4), 355–385. Bankman, I. (2008). Handbook of medical image processing
and analysis. Elsevier. Duda, R. O., Hart, P. E., & others. (2006). Pattern
classification. John Wiley & Sons. E Woods, R., & C Gonzalez, R. (2008). Digital image
processing. Pearson Education Ltd. Foley, J. D., Van Dam, A., Feiner, S. K., Hughes, J. F., &
Phillips, R. L. (1994). Introduction to computer graphics
(Vol. 55). Addison-Wesley Reading. Gonzalez, R. C., Woods, R. E., & Eddins, S. L. (2009). Digital
image processing using Matlab” Gatesmark Publishing. Digital Image Processing Using MATLAB 2nd Ed. Gatesmark Publishing, Knoxville, TN. Haralick, R. M., Shanmugam, K., & Dinstein, I. H. (1973). Textural features for image classification. IEEE
Transactions on Systems, Man, and Cybernetics, 6, 610–
621. Ma, Y., Soatto, S., Košecká, J., & Sastry, S. (2004). An
invitation to 3-d vision: from images to geometric models
(Vol. 26). Springer. Mallat, S. (2008). A Wavelet Tour of Signal Processing. Nixon, M., & Aguado, A. (2019). Aplikasi AR Feature extraction and image
processing for computer vision. Academic press. 79 Prince, S. J. D. (2012). Computer vision: models, learning, and
inference. Cambridge University Press. Qasim Gilani, S., Syed, T., Umair, M., & Marques, O. (2023). Skin Cancer Classification Using Deep Spiking Neural
Network. Journal of Digital Imaging, 1–11. Sherman, W. R., & Craig, A. B. (2018). Understanding virtual
reality: Interface, application, and design. Morgan
Kaufmann. Sonka, M., Hlavac, V., & Boyle, R. (2014). Image processing,
analysis, and machine vision: Cengage Learning. Inc,. Svoboda, T., Kybic, J., & Hlavac, V. (2007). Image processing,
analysis & and machine vision-a MATLAB companion. Thomson Learning. Szeliski, R. (2022). Computer vision: algorithms and
applications. Springer Nature. 80 80 Biodata Penulis Biodata Penulis Rohman
Dijaya
merupakan
dosen tetap Fakultas Sains dan
Teknologi,
Universitas
Muhammadiyah Sidoarjo yang
mengampu beberapa mata kuliah
diantaranya: Pengolahan Citra
Digital, Grafika Komputer dan
Kecerdasan
Buatan. Putra
pertama dari pasangan bapak
Ambyah dan Ibu Rokhmah ini
lahir di Gresik, 23 April 1990
yang mengawali kariernya
sebagai praktisi Teknologi Informasi tahun 2010 – 2017 dan
menjadi trainer dan dosen Teknik Informatika sejak 2016. Latar belakang pendidikan Penulis antara lain: S-1 Teknik
Informatika, Universitas Muhammadiyah Gresik di Gresik
(lulus tahun 2013). S-2 Teknik Informatika, Institut Teknologi
Sepuluh Nopember Surabaya (lulus tahun 2016), dan S-3. Penulis terlibat dalam penelitian dan pengabdian kepada
masyarakat baik didanai oleh Ristekdikti maupun dana mandiri
tentang kecerdasan buatan dalam pengembilan keputusan atau
otomatisasi serta teknologi informasi sebagai teknologi tepat
guna dalam peningkatan masyarakat desa mandiri. Selain
terlibat dalam penelitian dan pengabdian yang didanai oleh
ristekDikti maupun Mandiri penulis juga mengabdikan diri
dalam pendampingan kelompok masyarakat dilingkungan desa
(mitra) Universitas Muhammadiyah Sidoarjo melalui kegiatan
pengabdian masyarakat dosen ataupun mahasiswa melalui
kegiatan Kuliah Kerja Nyata. 81
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The Effect of The Art Education Status of Gifted Students on Their Professional Preferences
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International journal of modern education studies
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| Volume 7 - No 1 - June 2023 - ISSN 2618-6209 | | Volume 7 - No 1 - June 2023 - ISSN 2618-6209 | Research
Article Citation:
Bağrıaçık, B., Emir, S.(2023).The Effect of The Art Education Status of Gifted Students on Their Professional
Preferences.International Journal of Modern Education Studies, 7(1), 128-152.
h
//d i
/10 51383/ij
2023 241 The Effect of The Art Education Status of Gifted
Students on Their Professional Preferences Belgin BAĞRIAÇIK 1- Serap EMİR 2 Abstract: This study aims to investigate the effect of gifted students' art
education on their professional preferences. The survey model, one of
the quantitative research models, was used. A total of 320 students
from the Çukurova Science and Art Center art field and general talent
field, which were determined by the convenience sampling method,
constitute the research sample group. The occupational preference
inventory prepared by Atli and Kendal (2017) was used in the
research. The inventory comprises six sub-dimensions: investigative,
entrepreneurial, artistic, social, realistic, and traditional. Independent
Sample t-Test and Anova Test were applied for the analyses, and
Cohen's d and Eta Square tests were applied to calculate the effect
level in meaningful data. As a result of the research on general talent
and art students, it has been determined that there are significant
differences in gender, school type, school level, and age. Special Talent, Vocational Choice, Art Education, Professional İnterest. Citation:
Bağrıaçık, B., Emir, S.(2023).The Effect of The Art Education Status of Gifted Students on Their Professiona
Preferences.International Journal of Modern Education Studies, 7(1), 128-152. 1 PhD, Adana Cukurova Science and Art Center, Adana Turkey. belginyuzgec@hotmail.com,
Orcid ID: 0000-0001-7335-1432 1 PhD, Adana Cukurova Science and Art Center, Adana Turkey. belginyuzgec@hotmail.com, 2 Prof. Dr. Istanbul University- Cerrahpaşa, Education Faculty, İstanbul, Turkey. emirserap@gmail.com,
Orcid ID: 0000-0001-7577-6012 Orcid ID: 0000-0001-7577-6012 This is an open access article distributed under the terms of the Creative Commons Attribution
License, which permits unrestricted use, distribution and reproduction in any medium, provided the original
authors and source are credited. International Journal of Modern Education Studies INTRODUCTION It is important both personally and socially that a person can express himself/herself,
that they will not get bored of dealing with it throughout their life, and that he prefers a
profession suitable for their personality. It is essential for the individual to choose a
profession according to their existing abilities to benefit themselves and the society in which
they live because it affects their economic level, social environment, living standard, job
satisfaction, and job efficiency. For this reason, choosing a profession is seen as an important
turning point in one's life. Selecting a profession that conflicts with the personality traits and
interests of the individual negatively affects both their private life and professional life
(Aydemir, 2018). Abstract: The reflection of the individual on their characteristics, interests, training,
life experiences, and professional preferences will benefit both themselves and the society
they live in (Miller & Cummings, 2009). Many methods are used to measure the interests of individuals. However, while one
of the most preferred methods is inventory application, another is to ask a person directly
about their interests. Although it is seen as a conventional method to determine the areas of
interest in line with the answers received, it is also possible to reveal the interests by
considering the social appreciation (dignity, prestige) against the attitudes related to the job
and profession (Kuzgun, 2000). For this reason, inventory and scales should be used in
determining interest, where both validity and reliability factors are considered (Herr,
Cromer, & Niles, 2004). Holland's (1997) RIASEC professional interest model on identifying
professional interests, cognitive abilities, and academic achievement is among the leading
models (Vock, Köller, & Nagy, 2013). Dutch Model of Professional Interest The vocational Preference Inventory (VPI), initially developed as a short personality
test, was primarily used to evaluate professional interests (Gottfredson, 1996). Holland
collects the occupational choice inventory in six sub-dimensions. These dimensions were
determined as "Realist," "Investigative," "Artistic," "Social," "Entrepreneurial," and
"Conventional" (RIASEC). Each type is characterized by a constellation of interests,
preferred activities, beliefs, abilities, values, and characteristics. A Holland code (typically
the first letters of the RIASEC type that the person most closely resembles) is generated
based on evaluations (Nauta, 2010). Realistic: The realistic dimension is associated with technical and mechanical skills, a
dogmatic and practical approach to work, and an interest in working outdoors, with
machines or hands. People in this group are more prone to take action than mental activities;
they look for logical and concrete solutions while solving problems. They like nature, plants,
and animals. Among the professions specific to this type, there are professions such as
carpentry, agricultural technicians, and engineering. Researcher: The researcher includes scientific skills and interests, an intellectual and
curious personality, and mathematics and research skills. People in this group enjoy
experimenting and observing, researching abstract concepts, and solving problems using
analysis synthesis steps. Profession groups that include physics, chemistry, biology,
mathematics, and social sciences are among the professions specific to this type. Artistic: The artistic dimension is associated with innovative and creative features,
interests, and skill sets in the arts, including visual and performing arts and creative writing. In addition to the fact that the people in this group have high imagination, developed
creative aspects, and can produce original ideas, they have personality traits that work
individually rather than in group work and do not like systematic and regular work. Among
the professions specific to this type are departments that include fine arts, literature, theater,
architecture, and cinema. Social: This area is characterized by a social and harmonious attitude, interest in
helping others in areas such as teaching or counseling, and interpersonal skills. It can be
said that the people in this group like to communicate with people and avoid being involved
in mechanical work. As characteristics specific to this area, it is stated that individuals have
more humane, sociable, benevolent, and human aspects. Professionals specific to this type
include psychologists, teachers, and tourism guides. Dutch Model of Professional Interest Entrepreneur: The entrepreneurial dimension is characterized by an ambitious and
dominant personality and leadership skills related to sales, law, and trade; extroverts affect
those around them and attach importance to power and prestige. The people in this group
have improved leadership characteristics, strong rhetoric, high persuasion skills, and
energetic, ambitious, and extroverted characteristics. These individuals enjoy competition
and taking risks very much. Occupations such as policy, operator, lawyer, and finance
departments can be examples of this type of occupation group. Traditional: This area is characterized by a systematic and practical approach to work
in general, strong office and organizational ability, and conservative values. Individuals
have a more traditionally planned structure with certain rules, and enjoy routine work. At
the same time, they are individuals with limited imagination, regular, meticulous, and enjoy
dealing with numerical data. Among the professions specific to this type, jobs such as
accountants, bankers, and office clerks can be given as examples (Holland, 1997). The closer the types of people are to each other, the higher the harmony between their
profession and personality is. While adjacent types of features are called adaptive (e.g.,
realistic versus traditional; entrepreneur versus social), opposing areas are also referred to
as maladaptive (e.g., traditional versus artistic; researcher versus entrepreneur). In addition,
according to this theory, people's success in their careers depends on the harmony between
their professions and their personalities (Kamaşak and Bulutlar, 2010: 122). 130 130 Figure 1. Holland's Occupational Choice Hexagon Figure 1. Holland's Occupational Choice Hexagon Source: (Kamaşık and Bulutlar, 2010: 122) Source: (Kamaşık and Bulutlar, 2010: 122) Source: (Kamaşık and Bulutlar, 2010: 122) Source: (Kamaşık and Bulutlar, 2010: 122) Even if the individual's professional preferences vary at every age and in every period,
their interests or areas of talent play an active role in the profession they want to choose. Many studies have been conducted on occupational preferences from the primary school to
university (Flexer, 2008; Bezanson, 2003; Can&Taylı, 2014). Early identification of
individuals' interests and orientations is important regarding professional preferences,
national added value, social benefit, and individual satisfaction. In particular, it will be
beneficial for society to determine the interests of individuals whose particular talent areas
are more advanced than their peers and to receive training in this direction. These students
are considered more successful than their peers (Gagne, 2003; Sternberg, Jarvin, &
Grigerenko, 2010), and the education they need may also differ (Kaya, Ogurlu, & Hizli,
2017). Special, talented individuals differ from their peers with their metacognitive
characteristics (Kail, 2000), intellectual development (Achter, Lubinski, Benbow &
Eftekhari-Sanjani, 1999), their ability to comprehend and combine academic and emotional
knowledge to solve problems (Gottfredson, 2003). For this reason, they begin to think about
their careers earlier than their peers (Kerr and Sodano, 2003; Silverman, 1993). In terms of
education and career development, the gifted individual is confronted at a younger age than
their peers with the issue that their preferences (i.e., interests and values) are sufficient to
produce mature, valid information and can evaluate this information and can help clarify
the current complexity (Schmidt, Lubinski, & Benbow, 1998). Some researchers state that
intellectually gifted and highly successful students differ from their peers in terms of their
intellectual abilities and professional preferences (Stapf, 2003). Specially talented
individuals will carry their current potential to the highest level with the training they need
in areas or areas for their outstanding talents. When determining the fields of verbal,
mathematical, visual, or auditory ability, it is crucial that they have a tendency and interest
in the areas (Chen and Wong, 2013). Of course, talent alone is insufficient for positive and successful vocational training development. However, it is crucial to choose a profession
that matches their interests, needs, abilities, and personal life. (Lofquist & Dawis, 1991;
Lubinski & Benbow, 2000). Figure 1. Holland's Occupational Choice Hexagon In particular, the process is central to success, professional
interests, and decision-making for the selected job and post-professional satisfaction. (Gottfredson, 1996). While making a professional choice, the individual is expected to
consider their ability in the areas they are interested in and enjoys working in (Chen and
Wong, 2013). Previous studies have determined factors such as gender differences
(Ferriman, Lubinski, and Benbow, 2009; Kerr and Sodano, 2003) and high potentiality
(Achter vd., 1999; Silverman, 1993) affect the occupational preferences of exceptionally
talented individuals. Her education, culture, environmental expectations and interests, and
abilities are active in her career choices. In addition to determining the individual's area of
interest, receiving an education in that area of interest will enable them to develop their
interest and ability. With the art education of gifted individuals who are prone to the field
of art, it was observed that they developed self-confidence (Bayav, 2007; Koca, 2007), self-
esteem (Barış, 2002; Toy, 2006), social skills (Barış, 2008), creative thinking skills
(Zimmerman, 2009; Köse, 2006; Keser, 2019), visual perception skills (Carroll, 1987),
environmental awareness (Durmuş, 2009) and entrepreneurship characteristics (Mohamed
Helmy Elfiel, 2019). Science and Art Centers (BİLSEM) have been established in our country
to provide specially talented individuals with the education they need for their field of
interest. Individuals with high artistic skills are educated in the areas of "Visual Arts" and
"Music," while individuals with interest and skills in mathematics, science, and social
sciences are educated in the field of "General Talent" (MEB, 2016). Although, there are
studies indicating that the education they receive in BİLSEM affects children's personality
development and their skill and talent development in the field they are related to (Sözel,
2019). In the literature review, there are many studies to determine the professional
preferences of individuals with unique talents (Kher-Durlabhji, Lacina-Gifford, Carter, &
Lalande, 1997; Kara 2019), the problems they encounter when determining their
professional preferences (Kaya, Ogurlu, & Hizli, 2017; Bostan, Bostan, Öztürk &Öztürk,
2020;.), the guidance needed when determining a career (Yusof, Mokhtar, Sulaiman &
Mohtar, 2020; Chen & Wong, 2013), the change of professional preferences over the years
(Schmidt, Lubinski, & Benbow, 1998), or to investigate the differences between individuals
with unique talents and their peers with normal development (Miller & Cummings, 2009;
Vock, Köller & Nagy, 2013).However, no study has been found on the effect of the art
education status of specially talented individuals on their professional preferences. The Aim of the Study The individual's basic skills, characteristics, abilities, and equipment should be
considered in occupational preferences. To determine these characteristics of the individual,
it was aimed to give an idea to exceptionally talented individuals about their professional 132 132 preferences by using the Holland Professional Choice inventory and to determine whether
their status of receiving art education from these individuals affects their preferences. For
this purpose, answers to the following questions will be sought; preferences by using the Holland Professional Choice inventory and to determine whether
their status of receiving art education from these individuals affects their preferences. For
this purpose, answers to the following questions will be sought; 1. Is there a significant difference in the occupational preferences of gifted students
according to the field they are diagnosed with? 2. Is there a significant difference in the professional preferences of gifted general and
art talent students according to gender? 3. Is there a significant difference in the professional preferences of gifted general and
art talent students according to their school levels? 4. Is there a significant difference in the professional preferences of gifted general and
art talent students according to age? 5. Is there a significant difference in the professional preferences of gifted general talent
students and gifted art talent students according to the type of school? 5. Is there a significant difference in the professional preferences of gifted general talent
students and gifted art talent students according to the type of school? METHOD Research Method: The survey model, one of the quantitative research models, was
used. According to Karasar (2004), screening models aim to describe a past or present
situation as it is. The event, person, or object subject to the research is tried to be defined as
it is under its conditions, and no effort is made to change or affect them in any way. Participants The convenience sampling method was used in the study. The appropriate sampling
method is explained as the selection of the sample from the unit that can be easily applied
due to time and labor limitations (Büyüköztürk et al., 2009). A total of 320 students ranging
from fifth to twelfth-grade students studying general talent, music, and visual arts at the
Adana Science and Art Center make up the study's sample group.35% (112) of the students
participating in the study were female in the field of art (SA), 23.1% (74) were female in the
field of general talent (GYA), 15% (48) were male in the area of art (SA), and 26.9% (86) were
male in the field of general talent (GYA). Table.1 Traditional: A systematic and practical approach to work is characterized by solid bureau
and organizational capability and conservative values. The scale consists of 30 items, and a 9-point Likert rating was used. The Cronbach Alpha
value of the scale varies between .65 and .85. In the studies using this scale, Cronbach's alpha
value was found to be .72 (Bostan, Bostan, Öztürk &Öztürk, 2020). In this study, .78 for the
realistic sub-dimension, .81 for the researcher sub-dimension, .74 for the artist sub-
dimension, .86 for the social sub-dimension, .84 for the entrepreneur sub-dimension, and .84
for the traditional sub-dimension. In this study, Cronbach's alpha value was found to be 82. Table.1 133
Demographic Characteristics of the Sample Group
Area of
Diagnosis
Female
Male
Total
f
%
f
%
f
%
Artspace
112
35,0
48
15.0
160
50.0 Demographic Characteristics of the Sample Group
Area of
Diagnosis
Female
Male
Total
f
%
f
%
f
%
Artspace
112
35,0
48
15.0
160
50.0 Demographic Characteristics of the Sample Group General
Capability
Area
74
23.1
86
26,9
160
50.0
Total
186
58.1
134
41.9
320
100 General
Capability
Area
74
23.1
86
26,9
160
50.0
Total
186
58.1
134
41.9
320
100 In the first part, the researcher creates a personal information form. This form consists of
gender, school type, school level, and age variables. The occupational preference inventory prepared by Atli and Keldal (2017) was used. In the
inventory, there are sub-dimensions that determine the 6-person type of realistic, researcher,
artistic, social, entrepreneurial, and traditional personality. Realistic: Technical and mechanical skills are characterized by a dogmatic and practical
approach to work and an interest in working outdoors, with machines or hands. Realistic: Technical and mechanical skills are characterized by a dogmatic and practical
approach to work and an interest in working outdoors, with machines or hands. Researcher: Scientific skills and interests are characterized by an intellectual and curious
personality and mathematical and research abilities. Researcher: Scientific skills and interests are characterized by an intellectual and curious
personality and mathematical and research abilities. Artistic: It is characterized by creative and creative features and a set of interests and skills
in the arts, including visual and performing arts and creative writing. Artistic: It is characterized by creative and creative features and a set of interests and skills
in the arts, including visual and performing arts and creative writing. Social: A social and harmonious attitude is characterized by an interest in helping others in
areas such as teaching or counseling and interpersonal skills. Social: A social and harmonious attitude is characterized by an interest in helping others in
areas such as teaching or counseling and interpersonal skills. Entrepreneur: Characterized by an extroverted, ambitious, and dominant personality and
leadership skills in areas of interest in sales, law, and commerce. Entrepreneur: Characterized by an extroverted, ambitious, and dominant personality and
leadership skills in areas of interest in sales, law, and commerce. Traditional: A systematic and practical approach to work is characterized by solid bureau
and organizational capability and conservative values. Data Collection and Analysis Personal information forms and scales were prepared on the form and applied to students,
and the data used in the study were obtained. Before the inventory was applied, the
researcher created the informative text containing the necessary explanations, and
volunteerism was taken as a basis for the study participation. Students were asked to fill in International Journal of Modern Education Studies the items in the inventory according to the most appropriate option. It took a student
approximately 20-30 minutes to complete the inventory. Before the study, the number of
participants was determined by applying the G Power power analysis test. The statistical
analyses to be used in light of the data collected from the participants were determined. A
normality test was applied to examine the distribution of the data to determine the analysis
of the relationship between the art education status of gifted students and their professional
preferences. Correlation analysis was performed with Frequency Distribution Test,
Independent Sample t-test, and ANOVA test in normally distributed data. Cohen d and Eta
Square values were calculated to determine the effect level. Ethical consideration In this study, all rules stated to be followed within the "Higher Education Institutions
Scientific Research, and Publication Ethics Directive" scope was observed. None of the
actions stated under the title "Actions Against Scientific Research and Publication Ethics,"
which is the second part of the directive, was not taken. Ethical review board name: Istanbul University Cerrahpaşa Scientific Publication Ethics
Board Date of ethics review decision: 27.05.2022 Ethics assessment document issue number: 2022/131 Ethics assessment document issue number: 2022/131 FINDINGS This section includes the findings and comments obtained by analyzing the research
questions determined. Table.2 Analysis Table Regarding the Field of Diagnosis and Professional Preferences of Especially Talented
Students
Art Field
Realistic
Investigator
Artistic
Social
Enterprising Conventional
R
I
A
S
E
C
N
160
160
160
160
160
160
𝜒
7.33
8.12
9.50
8.54
4.93
3.38
ss
3.62
3.81
3.29
3.53
3.24
3.02
General
Talented
Field
N
160
160
160
160
160
160
𝜒
7.42
8.84
7.66
8.36
4.97
3.99
ss
3.63
3.88
3.81
3.65
3.30
3.42 s Table Regarding the Field of Diagnosis and Professional Preferences of Especially Talented Analysis Table Regarding the Field of Diagnosis and Professional Preferences of Especially
Students 135 According to the results of the analysis made for the first research question, when the
field of special talented students' diagnosed and their occupational preferences were
examined, it was found that the scoring average of the students in the area of art was high
in the artistic, social and research sub-dimensions, and the scoring average of the students
in the field of general talent was high in the researcher, social and artistic sub-dimensions
(Table.2). Table. 3 e. 3
va Test Results Regarding Gender and Occupational Preferences of Especially Talented Student Anova Test Results Regarding Gender and Occupational Preferences of Especially Talented Students Anova Test Results Regarding Gender and Occupational Preferences of Especially Talented Students
Variable
Source of
Variance
Sum
of
Squares
sd
Mean of
Squares
F
p
|Ƞ2
Difference
Realistic
Between
Groups
18.948
4
6,316
0.480
.696
In-group
Total
4155.799
4174.747
316
320
13,151
Investigator
Between
Groups
120.234
4
40.078
2,740
0.043
.024
GTF
Girl>AF
Girl>GTF
Boy>AF
Boy
In-group
Total
4621.654
4741.888
316
320
14.625
Artistic
Between
Groups
674.327
4
.776
19.613
.000
.157
AF
Girl>GTF
Girl>AF
Boy>GTF
Boy
In-group
Total
3521.560
4295.888
316
320
11.461
Social
Between
Groups
75.481
4
25.160
1.976
.117
In-group
Total
4023.719
4099.200
316
320
12.733
Enterprising
Between
Groups
2.001
4
0.667
0.062
.980
In-group
Total
3393.199
3395.200
316
320
10.738
Conventional
Between
Groups
95.370
4
31.790
3.097
,027
.029
GTF
Boys>AF
Boys>GTF Test Results Regarding Gender and Occupational Preferences of Especially Talented Students 136 In-group
Total
3244.117
3339.488
316
320
10,266
Girls>AF
Girls
Table. 4
Descriptive Statistical Table on Gender and Occupational Preferences of Special Ability Students
Gender
N
𝜒
ss
Art Field Girl
112
8.46
3.827
Researcher General Talented Field Girl
74
9.34
3.833
Art Field Male
48
7.31
3.685
General Talented FieldMale
86
8.42
3.888
TOTAL
320
8.48
3.855
Art Field Girl
112
10.11
3.085
Artistic
General Talented Field Girl
74
9.05
3.789
Art Field Male
48
8.08
3.338
General Talented Field Male
86
6.47
3.419
TOTAL
320
8.58
3.670
Art Field Girl
112
3.21
2.749
ConventionalGeneral Talented Field Girl
74
3.35
3.345
Art Field Male
48
3.75
3.570
General Talented Field Male
86
4.53
3.412
TOTAL
320
3.68
3.236 Table. 4 e Statistical Table on Gender and Occupational Preferences of Special Ability Students There was no significant difference in the professional preferences of gifted General
Talent Field (GTF) students and gifted Art Field (AF) students according to gender in
realistic, social and entrepreneurial sub-dimensions (p>.05). In the researcher sub-
dimension according to gender in the professional preferences of gifted general talent
students and gifted artfield students,024) (p<.05, Table.3). According to the Post Hoc test,
this significance was found to be high between the researcher score average of the female
students with GTF (© χ= 9.34)and the research score average of the female students with AF
(8.46); high between the research score average of the female students with AF (8.46)and the
research score average of the male students with GTF (8.42); high between the research score
average of the male students with GTF (8.42) and the research score average of the male
students with AF (7.31) (Table.4). Again, when the artistic sub-dimension is examined, it is seen that there iAF moderate ( .157). This difference was found to be high between the
artistic score average of AF female students (© χ= 10.11) and the artistic score average of AF
female students (9.05); high between the artistic score average of AF female students (9.05)
and the artistic score average of AF male students (8.08); high between the artistic score
average of AF male students (8.08) and the artistic score average of AF male students (6.47)
(Table.4). In addition, in the traditional sub-dimension, there is a weak level (.02=029). According to this difference; AF female students' artistic score average (© χ= 10.11) and GTF
female students' artistic score average (149.05) were found to be high; AF female students'
artistic score average (159.0516) and GTF male students' artistic score average (178.08) were
found to be high;19 AF male student' artistic score average (8.08) GTF male students' artistic
score average (186.47) were found to be high (Table 4). Table. 5 Anova Test Results Regarding School Level and Professional Preferences of Special Talented Students
Variable
Source
of
Variance
Sum
of
Squares
sd
Mean of
Squares
F
p
Ƞ2
Difference
Realistic
Between
Groups
28.739
4
9.580
0.730
.535
In-group
Total
4146.008
4174.747
316
320
13,120
Investigator
Between
Groups
164,504
4
54.835
3,786
.011
0,072
GTF
Secondary
School>AF
Secondary
School>GTF
High School
>AF
High
School
In-group
Total
4577.887
4741.887
316
320
14.485
Artistic
Between
Groups
356.201
4
118,734
9.524
.000
.074
AF
High
School >AF
Secondary
School>GTF
Secondary
School>GTF
High School
In-group
Total
3939.687
4295.888
316
320
12.467
Social
Between
Groups
21.465
4
7.155
0.554
645
In-group
Total
4077.735
4099.200
316
320
12.904 Anova Test Results Regarding School Level and Professional Preferences of Special Talented St 138 Enterprising
Between
Groups
142,194
4
47.389
4604
.004
.033
AF
High
School >GTF
Secondary
School>AF
Secondary
School>GTF
High School
In-group
Total
3253.006
3395.200
316
320
10.294
Conventional
Between
Groups
61.602
4
20.534
1.980
.117
In-group
Total
3277.885
3339.487
316
320
10.373
Table. 6
Descriptive Statistical Table on School Level and Professional Preferences of Special Talented
Students
Score
School Level
N
𝜒
sd
Investigator
AF Secondary School
131
8.40
3.745
GTF Secondary School
124
9.15
3.742
AF High School
26
6.58
3.818
GTF High School
39
7.90
4.191
TOTAL
320
8.48
3.855
Artistic
AF Secondary School
131
9.26
3297
GTF Secondary School
124
8.20
3.788
AF High School
26
10.35
3.013
GTF High School
39
6.33
4.038
TOTAL
320
8.58
(3,670)
Enterprising
AF Secondary School
131
4.59
3.108
GTF Secondary School
124
5.40
3.368
AF High School
26
6.35
3.286
GTF High School
39
3.82
2.955
TOTAL
320
4.95
3.262
There was no significant difference in the professional preferences of gifted General
Talent Field (GTF) students and gifted Art Field (AF) students in realistic, social and
traditional sub-dimensions according to the school level (p>.05). |According to the school tive Statistical Table on School Level and Professional Preferences of Special Talented
ts There was no significant difference in the professional preferences of gifted General
Talent Field (GTF) students and gifted Art Field (AF) students in realistic, social and
traditional sub-dimensions according to the school level (p>.05). |According to the school level, there is a weak level in the researcher sub-dimension in the professional preferences
of gifted general talent students and gifted art field students (.02=072) (p<.05, Table.5). Table. 5 According to the Post Hoc test, this significance was found to be high between the researcher
score average of the secondary school students with GTF (χ= 9.15) and the research score
average of the secondary school students with AF (8.40); high between the research score
average of the secondary school students with AF (8.40)and the research score average of
the high school students with GTF (7.90); high between the research score average of the
high school students with GTF (7.90) and the research score average of the high school
students with AF () (Table.6). Again, when the artistic sub-dimension is examined, it is seen
that there iAF low level of 074). This difference was found to be high between the artistic
score average of AF high school students (χ= 10.35) and the artistic score average of AF
secondary school students (9.26); high between the artistic score average of AF secondary
school students (9.26) and the artistic score average of GTA secondary school students (8.20);
high between the artistic score average of GTF secondary school students (8.20) and the
artistic score average of GTF high school students (6.33) (Table.6). In addition, a low level of
significance was found in the entrepreneur sub-dimension (p<.05, Table.6). Accordingly, it
was determined that the mean entrepreneurial score of AF high school students was high
(χ= 6.35) and the meanentrepreneurial score of GTF secondary school students was high
(5.40); the mean entrepreneurial score of GTF secondary school students was high (5.40) and
the mean entrepreneurial score of AF secondary school students was high (4.59); the mean
entrepreneurial score of AF secondary school students was high (4.59) and the mean
entrepreneurial score of GTF high school students was high (3.82) (Table.6). Table. 7 Anova Test Results Regarding the Age Levels and Professional Preferences of Especially Talented
Students
Variable
Source of
Variance
Sum
of
Squares
sd
Mean of
Squares
F
p
Ƞ2
Difference
Realistic
Between
Groups
77.511
6
37.483
1.188
.315
.045
In-group
Total
4097.236
4174.747
314
320
12.699
Investigator
Between
Groups
188.834
6
37,767
2.605
,025
.062
GTF 12-14
Years>GTF
10-11
Years>AF
10-11
Years>AF
12-14
Years>GTF
15-17
Years>AF
In-group
Total
4553.053
4741.888
314
320
14,500 va Test Results Regarding the Age Levels and Professional Preferences of Especially Talented
dents Anova Test Results Regarding the Age Levels and Professional Preferences of Especially
Students 140 15-17
Years
Artistic
Between
Groups
384.194
6
76.839
6.168
.000
.079
AF 15-17
Years
old>AF
12-14
Years
old>AF
10-11
Years
old>GTF
12-14
Years
old>GTF
10-11
Years
old>GTF
15-17
Years old
In-group
Total
3911.694
4295.888
314
320
12,458
Social
Between
Groups
18.618
6
3.724
0.287
.920
In-group
Total
4080.582
4099.200
314
320
12.995
Enterprising
Between
Groups
112.160
6
22.432
2.145
.060
In-group
Total
3283.040
3395.200
314
320
10.456
Conventional
Between
Groups
83.411
6
16.682
1.609
.157
In-group
Total
3256.076
3339.487
314
320
10,370
Table. 8
Descriptive Statistical Table on Age Levels and Occupational Preferences of Special Ability Students
Score
Age Level
N
𝜒
sd
AF 10-11 Years
68
8.71
3.856
GTF 10-11 Years
86
8.90
3,505
AF 12-14 Years
56
8.02
3.430 Years
old>GTF
12-14
Years
old>GTF
10-11
Years
old>GTF
15-17
Years old
Social
Between
Groups
18.618
6
3.724
0.287
.920
In-group
Total
4080.582
4099.200
314
320
12.995
Enterprising
Between
Groups
112.160
6
22.432
2.145
.060
In-group
Total
3283.040
3395.200
314
320
10.456
Conventional
Between
Groups
83.411
6
16.682
1.609
.157
In-group
Total
3256.076
3339.487
314
320
10,370
Table. 8
Descriptive Statistical Table on Age Levels and Occupational Preferences of Special Ability Students
Score
Age Level
N
𝜒
sd
Investigator
AF 10-11 Years
68
8.71
3.856
GTF 10-11 Years
86
8.90
3,505
AF 12-14 Years
56
8.02
3.430
GTF 12-14 Years
36
9.86
4.223 Social
Between
Groups
18.618
6
3.724
0.287
.920
In-group
Total
4080.582
4099.200
314
320
12.995
Enterprising
Between
Groups
112.160
6
22.432
2.145
.060
In-group
Total
3283.040
3395.200
314
320
10.456
Conventional
Between
Groups
83.411
6
16.682
1.609
.157
In-group
Total
3256.076
3339.487
314
320
10,370
Table. Table. 7 8
Descriptive Statistical Table on Age Levels and Occupational Preferences of Special Ability Students
Score
Age Level
N
𝜒
sd
Investigator
AF 10-11 Years
68
8.71
3.856
GTF 10-11 Years
86
8.90
3,505
AF 12-14 Years
56
8.02
3.430
GTF 12-14 Years
36
9.86
4.223 Table. 8 Descriptive Statistical Table on Age Levels and Occupational Preferences of Special Ability Students
Score
Age Level
N
𝜒
sd
Investigator
AF 10-11 Years
68
8.71
3.856
GTF 10-11 Years
86
8.90
3,505
AF 12-14 Years
56
8.02
3.430
GTF 12-14 Years
36
9.86
4.223 tical Table on Age Levels and Occupational Preferences of Special Ability Students AF 15-17 Years
35
7.00
4.109
GTF 15-17 Years
39
7.90
4.191
TOTAL
320
8.48
3.855
Artistic
AF 10-11 Years
68
9.21
3.258
GTF 10-11 Years
86
7.97
3.546
AF 12-14 Years
56
: 9.45
3.379
GTF 12-14 Years
36
8.44
4.212
AF 15-17 Years
35
10.14. (3.246)
GTF 15-17 Years
39
6.33
3.716
TOTAL
320
8.58
(3,670) As an answer to another research question, no significant difference was found in the
professional preferences of gifted General Talent Field (GTF) students and gifted Art Field
(AF) students according to their age level in realistic, social, entrepreneurial and traditional
sub-dimensions (p>.05). According to the school level, there is a weak level in the researcher
sub-dimension in the professional preferences of gifted general talent students and gifted art
field students (.02=072) (p<.05, Table.7). According to the Post Hoc test, this significance was
found to be high between the researcher score average of the students aged 12-14 years (© χ=
9.86) and the research score average of the students aged 10-11 years (); high between the
research score average of the students aged 10-11years (8.90) and the research score average
of the students aged 10-11 years (8.71); high between the research score average of the
students aged 10-11 years (8.71) and the research score average of the students aged 12-14
years (); high between the research score average of the students aged 12-14 years (8.02) and
the research score average of the students aged 15-17 years (); high between the research score
average of the students aged 15-17 years (7.90) and the research score average of the students
aged 15-17 years (Table).8). Again, when the artistic sub-dimension is examined, it is seen that
there is a low level of. Table. 8 This difference was found to be high between the artistic score average of AF 15-17 years
old students (© χ= 10.14) and the artistic score average of AF 12-14 years old students (9.45);
high between the artistic score average of AF 12-14 years old students (9.45) and the artistic
score average of AF 10-11 years old students (9.21); high between the artistic score average of
AF 10-11 years old students (9.21) and the artistic score average of AF 10-11 years old students
(8.44); high between the artistic score average of AF 12-14 years old students () and the artistic
score average of GTF 10-11 years old students (7.97); high between the artistic score average
of GTA 10-11 years old students (7.97) and the artistic score average of GTF 15-17 years old
students (6.33) (Table).8). 142 Table.9 Table.9
Anova Test Results Regarding the Type of School and Professional Preferences of Special Talented
Students
Variable
Source of
Variance
Sum
of
Squares
sd
Mean of
Squares
F
p
|Ƞ2
Difference
Realistic
Between
Groups
39.063
4
13.021
(0.995
)
395
In-group
Total
4135.684
4174.747
316
320
13088
Investigator
Between
Groups
89.894
4
29.965
2.035
.109
In-group
Total
4651.993
4741.888
316
320
14.721
Artistic
Between
Groups
277.176
4
92.392
7.265
.000
.065
AF Private
School>AF
Public
School>GT
F
Private
School>GT
F
Public
School
In-group
Total
4018.711
4295.888
316
320
12.717
Social
Between
Groups
22.617
4
7.539
0.584
.626
In-group
Total
4076.583
4099.200
316
320
12.901
Enterprising
Between
Groups
29.275
4
9.758
0.916
0.433
In-group
Total
3365.925
3395.200
316
320
10.652
Conventional
Between
Groups
49.640
4
16.547
1.589
192
In-group
Total
3289.847
3339.487
316
320
10.411 t Results Regarding the Type of School and Professional Preferences of Special Talented Table. 10 Table. 10
Descriptive Statistical Table on School Type and Professional Preferences of Special Talented
Students
Score
School Type
N
𝜒
sd
Artistic
state school
75
9.41
3.133
state school
70
7.44
3.933
AF Private School
85
9.58
3.434
GTF Private School
90
7.83
3.724
TOTAL
320
8.58
(3,670) Descriptive Statistical Table on School Type and Professional Preferences of Special Talented
Students As an answer to the last research question; no significant difference was found in the
professional preferences of gifted General Talent Field (GTF) students and gifted Art Field
(AF) students according to school type; realistic, researcher, social, entrepreneurial, and
traditional sub-dimensions (p>.05, Table.9). However, when we look at the artistic sub-
dimension, it is seen that there is a low level of 074). This difference was found to be high
between the artistic score average of the AF private school students (©χ= 9.58) and the
artistic score average of the AF public school students (9.41); high between the artistic score
average of the AF public school students (9.41)and the artistic score average of the GTF
private school students (7.83); high between the artistic score average of the GTF private
school students (7.83) and the artistic score average of the GTF public school students (7.44)
(Table 10). Conclusions Regarding the Research Question Science and Art Centers are the leading institutions that provide education to gifted
students in our country. In these institutions, the student receives training only in the field
they are diagnosed in. While students diagnosed in the area of General Talent are studying
in the fields of social sciences, science, and mathematics, students diagnosed in art receive
only music or visual arts education. Considering the field of diagnosis and professional
interests of these students, it was seen that the mean score of the students in the field of art
was high in the artistic, social, and research sub-dimensions, and the mean score of the
students in the area of general talent was high in the researcher, social and artistic sub-
dimensions. When the results are examined, it is seen that there are common sub-
dimensions in both areas. The fact that gifted students are curious, research-loving,
questioning, and sensitive to their environment and the society they live in is compatible
with the researcher and social sub-dimension, and the fact that they are sensitive, idealistic,
aesthetic, emotional, introverted, and creative is compatible with the artistic sub-dimension
(Yusof, Mokhtar, Sulaiman and Mohtar, 2020). On the other hand, the study showed that
the entrepreneurship sub-dimension had the lowest mean score in both areas. Similar results
in the literature. CONCLUSION AND DISCUSSION In studies investigating the effect of art education on the individual, there are three
different opinions cognitive approach, psychological approach, and self-developmental
approach. While the cognitive approach explains the use of art in the evaluation of children's
knowledge about the changing world, the psychological approach explains art as the
reflection of the inner worlds of individuals. In the third approach, art education is where
individuals establish a relationship with the society they are in, understand their self-
development, and become a tool for communicating with society (Zimmerman and
Zimmerman, 2000). Art aims to reveal the meaning in the content of the work, not to define it by the
appearance of the resulting products. Art stimulates entrepreneurship and independence
feelings in the individual. The work of art is expected to be original. Art education aims to
educate tastes and emotions, to create a perspective towards a beautiful work, and to give
an aesthetic view to every stage of daily life. Art should be included in the educational
process of each individual starting from preschool, not only for being a profession but also International Journal of Modern Education Studies with or without special abilities (Aral, 1999). Interest and skill areas and life experiences
play a significant role in the professional preferences of individuals. If the individual
realizes these areas early, it will also make it easier for him/her to direct their life. The gifted
individual begins to research the profession they want to do before their peers (Schmidt,
Lubinski, & Benbow, 1998). They need differentiated or enriched education to develop their
areas of interest. Providing these children with the education they need from an early age is
seen as a national gain (Madeja, 1983). Even if the field in which the child is diagnosed is
different, their education about any of the branches of art during their education will
provide them with an aesthetic perspective, and socialization, explore the entrepreneurial
spirit, and develop their artistic ability, if any (Hurwitz, 1983). Conclusions Regarding the Research Question When examined according to genders, it was seen that in the researcher sub-
dimension, female students in the field of general talent had the highest mean score,
followed by female students in the field of art, male students in the field of general talent
and male students in the field of art, respectively. In their study, Webb ve diğ(2002) found
that gifted female students had more investigative characteristics than male students. In
another dimension of art, female students in the art field have the highest mean score. In
contrast, the mean scores of female students in the general talent field, male students in the
art field and male students in the general talent field are observed, respectively. In the
traditional sub-dimension, the highest average score of male students in the general talent area is seen. Then, the art field is listed for male students, the general talent field as female
students, and the art field as female students. Conclusions Regarding the Research Question According to the school level, the mean scores of secondary school students in the
field of general talent, secondary school students in the field of art, high school students in
the field of art, and high school students in the field of general talent are ranked in the
research sub-dimension. Similarly, when the age levels were examined, it was determined
that the students between the ages of 12-14 had the highest general ability, and the students
between the ages of 15-17 had the lowest average score in the research sub-dimension. It is
seen that as the students' school level or age level increases, there is a decrease in the
direction of the researcher. Future anxiety is gradually moving away from the questioning
student model due to the anxiety of being able to settle in the university (Kumandaş and
Kutlu, 2014). In the artistic sub-dimension, the average score of high school students in art
is the highest. Afterward, secondary school scores in the field of art, a secondary school in
the field of general talent, and high school scores in general talent are listed. The artistic
score of the student receiving art education increases, and the artistic score of the student
who does not receive art education decreases as the school level increases. The student's art
education changes their creativity, imagination, and perspective towards events as well as
the development of their artistic ability (Zimmerman, 2009). The highest average score in
the entrepreneurship sub-dimension is seen in high school students in the art field. Then,
the mean scores of secondary school students in general talent, secondary school students
in the art field, and high school students in the general talent field are respectively followed. In his study, Shavinina (2008) defined the characteristics of the gifted entrepreneurial
individual as; innovative, creative, capable of working independently, not afraid of
difficulties, perfectionist, and not like to be bound by rules. On the other hand, Lena and
Lindemann (2014) defined the artist as a creative, perfectionist person who enjoys working
independently and producing original works. It can be interpreted that the state of the gifted
student's art education affects the entrepreneurship aspect. Conclusions Regarding the Research Question In the artistic sub-dimension, it was determined that the student between the ages of
15-17 had the highest mean score, and the student between the ages of 15-17 had the lowest
mean score. According to the "maturation theory" developed by Arnold Gesell et al.,
children are born with some innate abilities, and their abilities begin to emerge as they
mature. (Ulutaş, Ersoy, 2004). In this process, education is of great importance. If a suitable
environment is created for the child and the right people can guide them, they can develop
their talent. These are intense feelings of aesthetics and creativity. Supporting it in the early
period will be productive, creative individuals who understand and perceive the beauties
in the environment (Feeney and Moravcik, 1987). Lowenfield (1947) and Gardner (1980)
reported that when adults are not given the necessary support and equipment, their artistic 146 International Journal of Modern Education Studies abilities will be blunted, and at the same time, their inner skills will be lost if they intervene
too much about the product offered by an adult (Ulutaş, Ersoy, 2004). RECOMMENDATIONS Based on the survey results; Based on the survey results; • Investigation of the factors underlying the vocational choices of gifted students,
the overlap between the professions they want to choose and their interests, and
the interests and professional preferences of students graduating from Science and
Art Centers, • Organizing information seminars for gifted students on professional promotion
days and what they should pay attention to in their professional preferences, • Organizing training on the professional preferences of exceptionally talented
students for their teachers and parents, • It is recommended that art education courses be held by art teachers in public
schools affiliated with the Ministry of National Education. Conclusions Regarding the Research Question Significant differences were observed only in the artistic sub-dimension when the
school types of gifted students were examined. Accordingly, private school students
diagnosed from the art field with the highest average score, then the average score of public
school students diagnosed from the art field, the average score of private school students
diagnosed from the general talent field, and the average score of students going to the
diagnosed public school from the general talent field, respectively. It is thought that one of
the reasons for this difference is that art lessons are taught by classroom teachers at the
primary school level in public schools affiliated with the Ministry of National Education,
and art lessons are taught by art teachers in private schools. Students attending the Science
and Art Center support the elimination of deficiencies by receiving the art education they
need in these centers, whether their formal education is private or public school. In general, the fact that gifted students receive art education has led to the
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young child as creator and meaning maker within a comminity context. Young Children,
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young child as creator and meaning maker within a comminity context. Young Children,
November; 87-92. Zimmerman, E. and Zimmerman, L. (2000). Art education and early childhood education: the
young child as creator and meaning maker within a comminity context. Young Children,
November; 87-92. Zimmerman, E. and Zimmerman, L. (2000). Author(s)’ statements on ethics and conflict of interest Ethics statement: We hereby declare that research/publication ethics and citing principles
have been considered in all the stages of the study. We take full responsibility for the
content of the paper in case of dispute. Ethics statement: We hereby declare that research/publication ethics and citing principles
have been considered in all the stages of the study. We take full responsibility for the
content of the paper in case of dispute. p p
p
Statement of interest: We have no conflict of interest to declare. p p
p
Statement of interest: We have no conflict of interest to declare. Funding: None
Acknowledgements: None
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Guizhou Ethnic Groups in the Qing Dynasty Miao Albums: Miao, Yizu, Gelao
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Vestnik Novosibirskogo gosudarstvennogo universiteta. Seriâ: istoriâ, filologiâ
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Аннотация ц
Исследование ставит своей целью оценить значимость сведений о народах Гуйчжоу из цинских «альбомов об
инородцах» в собрании научной библиотеки Санкт-Петербугского университета (НБ СПбГУ) для исследова-
ния истории крупных этнических групп провинции – мяо, ицзу и гэлао. В одном альбоме из собрания
НБ СПбГУ есть 72 описания с иллюстрациями, в другом описаний с иллюстрациями сохранилось 28. В них
дано описание нескольких десятков групп мяо, нескольких групп ицзу, буи и гэлао, но отрывочные данные
об истории можно найти только в разделах об ицзу и в отдельных случаях о мяо. Исследование показывает,
из каких источников, начиная с эпохи Хань, заимствовались сведения в «альбомы», а также расширяет и до-
полняет представленную в них информацию. Альбомы ценны своими изображениями обычаев народов Гуй-
чжоу, а также заметками этнографического характера, а не информацией об истории различных этнических
групп. К ру
Ключевые слова
«альбомы об инородцах», эпоха Цин, этнография, Гуйчжоу, источниковедение, ицзу, гэлао, хмонги
Благодарности Ключевые слова
«альбомы об инородцах», эпоха Цин, этнография, Гуйчжоу, источниковедение, ицзу, гэлао, хмонги
Благодарности Благодарности
Исследование выполнено за счет гранта Российского научного фонда № 22-28-00119, https://rscf.ru/project/22-
28-00119 р
Исследование выполнено за счет гранта Российского научного фонда № 22-28-00119, https://rscf.ru/project/22-
28-00119
Для цитирования Для цитирования
Завидовская Е. А. Народы Гуйчжоу в цинских «альбомах об инородцах»: мяо, ицзу, гэлао // Вестник НГУ. Се-
рия: История, филология. 2023. Т. 22, № 4: Востоковедение. С. 47–60. DOI 10.25205/1818-7919-2023-22-4-
47-60 Для цитирования
Завидовская Е. А. Народы Гуйчжоу в цинских «альбомах об инородцах»: мяо, ицзу, гэлао // Вестник НГУ. Се-
рия: История, филология. 2023. Т. 22, № 4: Востоковедение. С. 47–60. DOI 10.25205/1818-7919-2023-22-4-
47-60 Ekaterina A. Zavidovskaya Institute of China and Modern Asia of the Russian Academy of Sciences
Moscow, Russian Federation
Bryansk State University
Bryansk, Russian Federation
katushaza@yahoo.com, https://orcid.org/0000-0002-8369-7776 Institute of China and Modern Asia of the Russian Academy of Sciences
Moscow, Russian Federation
Bryansk State University
Bryansk, Russian Federation
katushaza@yahoo.com, https://orcid.org/0000-0002-8369-7776 Institute of China and Modern Asia of the Russian Academy of Sciences katushaza@yahoo.com, https://orcid.org/0000-0002-8369-7776 katushaza@yahoo.com, https://orcid.org/0000-0002-8369-7776 Научная статья
УДК 025.171
DOI 10.25205/1818-7919-2023-22-4-47-60 Народы Гуйчжоу в цинских «альбомах об инородцах»:мяо, ицзу, гэлао Екатерина Александровна Завидовская Институт Китая и Современной Азии Российской академии наук
Москва, Россия
Брянский государственный университет
Брянск, Россия
k t
h
@
h
htt
//
id
/0000 0002 8369 7776 Институт Китая и Современной Азии Российской академии наук
Москва, Россия
Брянский государственный университет
Брянск, Россия
k
h
@
h
h
//
id
/0000 0002 8369 7776 Abstract Abstract
This paper aims to evaluate textual descriptions of Guizhou ethnic groups found in the Qing dynasty Miao albums as
a source for the study of history of large ethnic groups such as Miao, Yizu and Gelao. Two Miao albums about ethnic
groups of Guizhou are housed at the library of Saint Petersburg State University, one of them has 72 descriptions with hand-drawn plates, only 28 out of 40 descriptions with plates remain in the other one. Among them are dozens of de-
scriptions of Miao groups, several groups of Yizu, Buyi and Gelao, mainly with information on their costume and cus-
toms. Scarce information on history is found only in the descriptions of Yizu, since Yizu had been holding positions
of local tusi chieftains and had established their own polities which the Chinese empire was forced to interact with. Rare descriptions of Miao have mentions of historical events. This study traces the historical sources, starting from the
Han dynasty, where information was borrowed from, for the Miao albums. The paper restores these pieces of infor-
mation and provides a commentary. Apparently, the value of Miao albums is presented by their visual images of
Guizhou people together with accompanying ethnographic notes rather than the historical accounts. K
d y
Miao albums, Qing dynasty, ethnography, Guizhou, source studies, Miao, Yizu, Gelao
Acknowledgements g
This study was funded by the Russian Scientific Fund, project no. 22-28-00119, https://rscf.ru/project/22-28-00119
For citation g
This study was funded by the Russian Scientific Fund, project no. 22-28-00119, https://rscf.ru/project/22-28-00119
i
i Zavidovskaya E. A. Guizhou Ethnic Groups in the Qing Dynasty Miao Albums: Miao, Yizu, Gelao. Vestnik NSU. Se-
ries: History and Philology, 2023, vol. 22, no. 4: Oriental Studies, pp. 47–60. (in Russ.) DOI 10.25205/1818-7919-
2023-22-4-47-60 Введение Термин «альбомы об инородцах», или «альбомы о сотне / обо всех мяо» (百苗圖 баймяо-
ту), в данном исследовании используется для обозначения рукописных книг с иллюстрация-
ми, изображающими различные народы Гуйчжоу, создававшихся в основном в середине –
конце цинского периода (середина XVIII – конец XIX в.). Существовали также альбомы
о народах провинций Юньнань, Хайнань, Хунань и Тайвань, но их количество, дошедшее до
настоящего времени, значительно уступает гуйчжоуским. Помимо картин, отражающих
основные особенности той или иной этнической группы, эти источники интересны сопрово-
ждающими их рукописными комментариями. Последние представляют собой документ, зна-
комящий с восприятием этих некитайских этносов представителями конфуциански образо-
ванного чиновничества. Изначально альбомы создавались в Гуйчжоу для чиновников
с целью помочь им в ознакомлении с отличительными чертами «подведомственных» народов,
особенностями их внешности или обычаев. В Восточном отделе Научной библиотеки СПбГУ хранятся два «альбома об инородцах»
с шифрами Xyl F-25a, Xyl F-27, описывающих народы провинции Гуйчжоу. Альбом
Xyl F-25a (без оригинальной обложки, названия, даты) включает 72 иллюстрации на листах
размером 32,4 × 27,6 см. В верхнем правом углу картины наклеены небольшие листочки ри-
совой бумаги с краткими описаниями каждого народа, причем эти описания выполнены
в жанре поэзии «цы бамбуковых ветвей» (竹枝詞 чжучжицы). Их авторство неизвестно,
а жанр чжучжицы использовался для поэтической характеристики нравов народов юго-
запада империи и, реже, для описания других экзотических народов. Таким образом, описа-
ния в альбоме Xyl F-25a весьма кратки. Второй альбом с шифром Xyl F-27 имеет название
«Полное собрание изображений мяо провинции Гуйчжоу» (全黔苗圖 Цюаньцянь мяоту, без
предисл., б. д.) и представляет собой гармонику из 56 листов. Первый и последний листы на-
клеены на оригинальную обтянутую узорной тканью деревянную обложку. Из сорока описа-
ний и иллюстраций к ним сохранились только 28. Они выполнены в прозаической форме
и гораздо более пространны и информативны, чем сведения из альбома Xyl F-25a. Обзор источников сведений о народах Гуйчжоу Источниками, откуда в более или менее полной форме прозаические описания заимство-
вались в «альбомы об инородцах», были следующие сочинения: 1) труд Тянь Жучэна
(田汝成, 1503–1557) «Записи об услышанном в жарком пограничье» (炎徼紀聞 Яньцзяо цзи- вэнь, 1558, 4 цз. 1), четвертый цзюань которого посвящен истокам, облику, обычаям 29 на-
родностей Гуйчжоу; 2) «Общие описания Гуйчжоу» (貴州通志 Гуйчжоу тунчжи) 1673
и 1692 гг. издания, содержащие иллюстрации с изображением 31 народности Гуйчжоу;
3) «Общее описание Гуйчжоу» (貴州通志 Гуйчжоу тунчжи, 46 цз.) 1741 г. издания, главным
составителем которого выступил маньчжурский сановник Ортай (鄂爾泰, 1677–1745), вошло
в состав «Полного собрания книг по четырем разделам» (四庫全書 Сыкуцюаньшу, 1772–
1782). Исследование о народах Гуйчжоу Линь Юэхуа охватывает гораздо больший спектр
источников о провинции [Lin Yueh-hwa, 1941, p. 268]. Важно отметить, что часть описанных
в исследуемых альбомах этнических групп не упомянута в вышеперечисленных трудах,
источник сведений о них, сформировавшийся во второй половине XVIII в., установить
сложнее. В альбоме Xyl F-25a представлено 72 отдельных описания, которые можно разделить на
группы: 1) описания отдельных народов (мулао, яожэнь, божэнь, маньжэнь и др.); 2) описа-
ния различных групп мяо (более распространенное название – хмонги, всего 35 групп мяо);
3) описания различных групп лунцзя (5 групп); 4) описания различных групп гэлао (6 групп);
5) описания различных групп чжунцзя (современное название буи, 4 группы); 6) описания
групп, связанных с ханьцами, или их потомков (цайцзя-цзы, сунцзя-цзы, лиминь-цзы и проч.),
7) описание двух групп ицзу (черные лоло, белые лоло) и «женщины-чиновника». В альбоме
Xyl F-27 сохранилось лишь 28 описаний из 40, перечень которых совпадает с частью описа-
ний народов из альбома Xyl F-25a. Для получения развернутых сведений об истории и обычаях каждой из упомянутых в аль-
бомах народностей имеет смысл проанализировать данные о них в доступных источниках. В большинстве альбомных описаний сведения об истории той или иной группы отсутствуют. Лишь небольшая часть описаний содержит краткие упоминания о прошлом данной народно-
сти, эти краткие сведения необходимо восстанавливать в развернутом виде по другим источ-
никам. Задача данного исследования состоит в аккумуляции и аналитическом обзоре сведе-
ний по истории нескольких крупных этнических групп. 1 URL: https://ctext.org/wiki.pl?if=gb&res=909592&remap=gb (дата обращения 20.01.2023). Мяо (хмонги) Народ мяо(цзу) 苗(族) характеризуется этнографами следующим образом: «Мяо, хмонг
(самоназвание) – народ на юге Китая, севере Вьетнама, в Лаосе, Таиланде, Бирме. Относятся
к южноазиатской переходной расе, близки к яо. Говорят на языке мяо группы мяо-яо авст-
роазиатской семьи. <…> Различаются несколько групп мяо – белые (хмонг дау), красные
(хмонг пе), черные (хмонг ду), синие, пестрые, имеющие свои диалекты» [Крюков, 1988а,
с. 317]. ]
В «Книге о Цянь [Гуйчжоу]» (黔書 Цяньшу, 1690, 2 цз.) цинского чиновника и поэта Тянь
Вэня (田雯, 1635–1704) упомянуты 28 разных видов мяо. «Общее описание Гуйчжоу» 1741 г. включает 13 видов мяо, в официальном каталоге «Изображения данников правящей дина-
стии Цин» (皇清職貢圖 Хуанцин чжигунту – далее «Чжигунту», ред. Фу Хэн 傅恒, предисл. 1751) имеется 23 описания разных видов мяо (не только из Гуйчжоу). В исследуемом альбо-
ме Xyl F-25a описаны 35 видов мяо. Сочинение «Воззрения о юге Гуйчжоу» (黔南識略 Цянь-
нань шилюэ, 1749, 18 цз.) служившего в Гуйчжоу Ниугулу Айбида (愛必達, 1711–1766) гово-
рит о том, что «есть сто видов мяо». Изданная в 1847 г. книга Ло Жаодяня (羅繞典, 1793–
1854) «Очерки чиновника, ведающего югом Цянь [Гуйчжоу]» (黔南職方紀略 Цяньнань
чжифан цзилюэ) упоминает 52 вида мяо. Таким образом, количество выделяемых в отдель-
ные виды мяо росло на протяжении XVII–XIX вв. В «альбомах об инородцах» пусть и описано много разных видов мяо, но не приведено
сведений об их ранней истории, чуть больше сведений сообщается об эпохах Мин и Цин. Выделяется описание № 33 цзюгу-мяо 九股苗 («мяо из Цзюгу», илл. 1) из альбома Xyl F-27. Оно начинается c древней истории и упоминания деяний полководца Чжугэ Ляна (諸葛亮,
181–234) во время его южного похода 225 г., ниже приведем отрывок из него: 與偏橋黑苗同類武侯南征戮之殆盡僅存九人遂名九股㪚…前明播州之乳為楊應龍羽翼雖調兵十数萬誅
滅楊應龍而九股未剿伏莽刦掠時出為害由地曠而險猝難制伏雍正十年勾連蠢動合楚粤黔三省兵剿撫兼施
搜繳兵甲建城安汎焉 [Цзюгу-мяо] одного племени с хэй-мяо («черными мяо») из Пяньцяо. У-хоу [Чжугэ Лян] во время по-
хода на юг почти всех их истребил. Остались только девять человек. Оттого и прозвали их «цзюгу» («де-
вять бёдер»)… Во время бочжоуского мятежа при прежней [династии] Мин [цзюгу-мяо] помогали Ян
Инлуну 2. Несмотря на то что переброшенные войска численностью более ста тысяч [солдат] уничтожили
Ян Инлуна, «цзюгу» не были полностью истреблены, прятались в чащах, постоянно чинили грабежи
и всякое зло. Поскольку [их] земли обширны и труднодоступны, [их] было трудно обуздать. В 10-м году
Юнчжэн [1732] сговорились и учинили смуту. Объединенные войска трех провинций Хунань, Гуандун
и Гуйчжоу провели тотальную карательную операцию, нашли и изъяли всё оружие, построили крепость
для поддержания спокойствия и несения охраны там. 2 Ян Инлун (楊應龍, 1551–1600) – местный старейшина (тусы) в Бочжоу (播州) провинции Гуйчжоу, в 1600 г.
войска Мин вели против него военную кампанию.
3 Данный принцип управления некитайскими народами путем использования их правящей верхушки возник
еще в конце II – начале I в. до н. э., в XIV в. был воплощен завоевавшими страну монголами в систему тусы [Ла-
рин, 1994, с. 61].
4 Тин (廳) – административный район, вместо уезда, подчиненный области фу (府), в местностях, заселенных
нацменьшинствами. Мяо (хмонги) Основной массив сведений о восстании Ян Инлуна содержится в «Правдивых записях
императора Сянь Шэнь-цзуна [девиз правления Ваньли (萬曆), 1563–1620]» (神宗顯皇帝實錄
Шэньцзун сяньхуанди шилу). Упоминание цзюгу-мяо впервые встречается в историческом
труде Ли Хуалуна (李化龍, 1554–1611) «Полная книга об [областях] Пин и Бо» (平播全書
Пинбо цюаньшу) эпохи Мин, где «Цзюгу» 九股 – это название местности. Цзюгу-мяо в эпоху
Цин относились к группе «нецивилизованных» мяо (生苗 шэнмяо), не находившихся под
властью тусы (土司) 3. В эпоху Мин этноним цзюгу-мяо указывал на группы мяо, проживав-
ших на южном берегу реки Циншуй-цзян, они нередко пересекали реку и нападали на армию
Мин, потому у китайцев рано сложилось о них представление. В «Общем описании Гуй-
чжоу» 1673, 1692 гг. они названы «черными мяо из Цзюгу» (九股黑苗 цзюгу хэймяо), при
этом очевидно, что приведенные выше сведения из альбома Xyl F-27 заимствованы из «Об-
щего описания Гуйчжоу» 1741 г., где были значительно дополнены в сравнении с более ран-
ними источниками (рис. 1). В монографии В. Л. Ларина приводятся данные из «Собрания основных материалов по
Гуйчжоу “Правдивых записей о правлении [династии] Цин”», подтверждающие связь этой
группы мяо с местностью Цзюгу: «Наибольшее беспокойство цинским властям доставляли
“нецивилизованные мяо” тинов 4 Гучжоу, Тайгун, Цинцзян и Даньцзян, расположенных по
берегам Циншуйцзяна и его верховьев – Цзюгухэ и Даньцзяна. Издревле мяо этих террито-
рий, обобщенно именовавшиеся мяо Цзюгу (Цзюгу-мяо) или мяо Циншуйцзяна, “не подчи-
няются монаршей власти, по натуре безрассудны, не уважают закон. Затаившись в [своих]
укреплениях, часто покидают [их], вредят народу, грабят путников, и если не ликвидировать
этого мятежа, территории не будут спокойны”» [Ларин, 1994, с. 111] (цит. по: [Циншилу
Гуйчжоу…, 1964, с. 321]). Таким образом, «альбомы об инородцах» нельзя считать информа-
тивным источником по истории мяо, в основном они содержат данные этнографического ха-
рактера. Рис. 1. Описание и иллюстрация, изображающая цзюгу-мяо. Альбом Xyl F-27. НБ СПбГУ
Fig. 1. Description and the image of jiugu-miao. Album Xyl F-27. Academic Library of Saint-Petersburg State University Рис. 1. Описание и иллюстрация, изображающая цзюгу-мяо. Альбом Xyl F-27. НБ СПбГУ Рис. 1. Описание и иллюстрация, изображающая цзюгу-мяо. Альбом Xyl F-27. НБ СПбГУ
Fig. 1. Description and the image of jiugu-miao. Album Xyl F-27. Academic Library of Saint-Petersburg State University y
ig. 1. Description and the image of jiugu-miao. Album Xyl F-27. Academic Library of Saint-Petersburg State University Наименование мяо менялось на протяжении исторического периода, зафиксированного
в китайских источниках. По данным сочинения «Планы сражающихся царств» (戰國策
Чжаньгоцэ, V–III вв. до н. Мяо (хмонги) э.) можно представить место расселения мяо – «где-то в бассейне
среднего течения Янцзы на севере провинций Цзянси и Хунань, в области озер Дунтин-
Поянху». В «Книге истории» (尚書 Шаншу, не позже VII в. до н. э.) встречается термин
«мяоминь» 苗民 [Итс, 1972, с. 139]. Географическое сопоставление позволяет считать «сань-
мяо» 三苗 (или мяоминь) создателями неолитических культур Дунтин-Поянху и основным
субстратом некитайского населения царства Чу, где «мань» (蠻) – это предки туцзя (土家)
и мяо-яо (苗瑤). В самом названии коренного населения царства Чу «мань-и» (蠻夷) содер-
жится указание на два компонента: «мань» – предки мяо, «и» – предки туцзя [Там же, с. 144,
172]. «Поздняя книга Хань» (後漢書 Хоуханьшу, цз. 116) содержит легенду о том, что предки
мяо происходят из района Елан [Lin Yueh-hwa, 1941, p. 273]. В источниках эпох Тан – Сун
народы района Уси упоминались как «мяожэнь» (苗人), это и были предки современных мяо. Лишь в династийной истории Юань (元史 Юаньши, 1370) появились письменные упомина-
ния о разных группах варваров-мяо (苗蠻 мяомань), которые делятся на «гуйчжоу мяомань»
(貴州苗蠻), «пинфа мяомань» (平伐苗蠻), «цзыцзян мяомань» (紫薑苗蠻), упомянуты также
«мяолао» (苗獠), «шэнмяо» (生苗) и др. [Yang Zhiqiang, 2010, p. 2]. Термин «мань» как обо-
значение всей совокупности местных народов был заменен на «мяо» в эпоху Мин. Тогда же
мяо начали делить на «нецивилизованных» (生 шэн), не желающих принимать китайские
традиции и считавшихся «варварами», и «цивилизованных» (熟 шу), более склонных к асси-
миляции, кроме того шэнмяо не находились во власти тусы, а шумяо были включены в чис-
ло подчинявшихся тусы [Lee, Tapp, 2010, p. xxi]. 5 Гуй-фан (鬼方), «край духов» – старое название Гуйчжоу.
6 Исследование Дж. Хермана показывает, что история о том, что в период Шу-Хань Хо Цзи оказал помощь
У-хоу (Чжугэ Ляну) в поимке Мэн Ху, за что был пожалован титулом вана Лодянь, а потомки Хо Цзи, проживав-
шие в Шуйси, носят титул «да гуйчжу» 大鬼主, фигурирует в «Правдивых записях Тай-цзу (Хунъу)» (太祖洪武實
錄, 71 цз.), а также в раннем минском описании Гуйчжоу «Новое описание Гуйчжоу с картами» (貴州圖經新志
Гуйчжоу туцзин синьчжи, 17 цз., периода Хунчжи, 1488–1505) [Herman, 2007, p. 270].
7 Шу-Хань (蜀漢, 221–263), или Шу (蜀) – одно из государств периода Троецарствия (220–280).
8 Цзи Хо (濟火, 175–238), другие имена Цзицзи Хо, Хо Цзи, вождь ицзу, житель области Цзанкэ эпохи Хань.
Дальний предок тусы рода Ань. 5 Гуй-фан (鬼方), «край духов» – старое название Гуйчжоу.
6 Исследование Дж. Хермана показывает, что история о том, что в период Шу-Хань Хо Цзи оказал помощь
У-хоу (Чжугэ Ляну) в поимке Мэн Ху, за что был пожалован титулом вана Лодянь, а потомки Хо Цзи, проживав-
шие в Шуйси, носят титул «да гуйчжу» 大鬼主, фигурирует в «Правдивых записях Тай-цзу (Хунъу)» (太祖洪武實
錄, 71 цз.), а также в раннем минском описании Гуйчжоу «Новое описание Гуйчжоу с картами» (貴州圖經新志
Гуйчжоу туцзин синьчжи, 17 цз., периода Хунчжи, 1488–1505) [Herman, 2007, p. 270].
7
漢 у
у
уц
,
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, p
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7 Шу-Хань (蜀漢, 221–263), или Шу (蜀) – одно из государств периода Троецарствия (220–280).
8
濟火 8 Цзи Хо (濟火, 175–238), другие имена Цзицзи Хо, Хо Цзи, вождь ицзу, житель области Цзанкэ эпохи Х
Дальний предок тусы рода Ань. 5 Гуй-фан (鬼方), «край духов» – старое название Гуйчжоу.
6 Ицзу (устар. лоло, голо, носу-и) На восток и на запад от Лодяня такие земли, как Цзыци 10, Елан 11 и Цзангэ 12 были цар-
ствами; Тэтан, Байи и Цзюдао – были округами-дао 13. Все они суть племена лоло. с министром [Чжугэ] Ляном разбил Мэн Ху 9, отличился, потом получил титул вана Лодяня – это дальний
предок рода Ань. На восток и на запад от Лодяня такие земли, как Цзыци 10, Елан 11 и Цзангэ 12 были цар-
ствами; Тэтан, Байи и Цзюдао – были округами-дао 13. Все они суть племена лоло. Линь Юэхуа приводит данные о происхождении термина «лоло» из сочинения Ло Жаодя-
ня «Очерки чиновника, ведающего югом Цянь [Гуйчжоу]» (1847): «Когда У-хоу [Чжугэ Лян]
усмирил государства юга, он приказал главам больших родов вести своих подчиненных. Ло
Цзихо (羅濟火) большого рода Цзяньнин (建甯) имел своих подчиненных в регионе между
Цзангэ и Елан, они были названы именем Лодянь (羅甸)… В конце Суй [581–618] – начале
Тан [618–907] способные из числа мань были подняты до статуса «гуйчжу» (鬼主) 14. Люди
Лодянь были тогда названы «гуйчжу семьи Ло», что сокращенно звучит как «ло гуй» (羅鬼). Этот термин потом был ошибочно изменен на «лулу» (盧鹿), а затем опять на «лоло» (羅羅)»
[Lin Yueh-hwa, 1941, p. 272–274]. p
В сочинении Тянь Вэня «Книга о Цянь [Гуйчжоу]» (1690) также есть разъяснение проис-
хождения этнонима «лоло»: «Цзи Хо был черным лулу (黑盧鹿), был дальним предком семьи
Ань (安) из Шуйси (水西 – ныне уезд Цяньси 黔西). У него были глубоко посаженные глаза,
звериное лицо, белые зубы. Синей тканью он оборачивал волосы на голове в форме рога 15…
Мань (蠻) его поддерживали» [Ibid., p. 273]. Почему в «альбомах об инородцах» фигурируют отрывочные сведения об ицзу времен
глубокой древности? Это связано с тем, что они являлись основателями нескольких государ-
ственных образований, включая Муэгэ (慕俄格). Деяния правивших там родов были зафик-
сированы в исторических хрониках с эпохи Хань до эпохи Цин. Исследование Дж. Хермана,
посвященное роли государства ицзу в истории освоения провинций Гуйчжоу и Юньнань, со-
общает, что в 225 г. вождь ицзу То-ачжэ (妥阿哲, др. имена – Цзи Хо, Хо Цзи) захватил Ло-
гэнь (в районе совр. г. Бицзе), в том же году Чжугэ Лян встретил его там и заручился его
поддержкой кампании царства Шу-Хань против восставшей на юге армии Мэн Ху. То-ачжэ
обеспечил армию Чжугэ-ляна провизией, людьми и лошадьми, за что Чжугэ Лян удостоил
То-ачжэ наследственного титула правителя-вана Лодянь (羅甸王). 9 Речь идет о Мэн Хо (孟獲), который также являлся вождем ицзу и родился в уезде Цюцзин. После смерти
правителя царства Шу Лю Бэя (劉備, 162–223) Мэн Хо восстал против царства Шу-Хань. По легендарным дан-
ным китайских источников, Чжунгэ Лян захватывал и освобождал Мэн Хо семь раз, в результате тот присягнул
на верность царству Шу. 11 Елан (夜郎) – государство, существовавшее на западе Гуйчжоу в эпоху Хань, в тот период находилось
в 20 ли на восток от уезда Тунцзы (桐梓) на севере Гуйчжоу. Одно из самых крупных царств юго-западных варва-
ров (синань-и), центр Елан располагался в районе современного Цзуньи (尊義) в Гуйчжоу [Итс, 1972, с. 213]. 12 Цзангэ (牂牁) – царство, упоминаемое уже в хрониках об эпохе Чжоу. В эпоху Хань при императоре У-ди
на территории бывшего царства Целань (且蘭) была учреждена управа Цзангэ-цзюнь (牂牁郡), в эпоху Тан семь
крупных семей Цзангэ управляли частью Гуйчжоу наряду с царствами Муэгэ, Юйши, Бадэдянь, далее ставшими
территорией с юга округа Цзуньи-фу до округов Сынань (司南), Шицянь (石阡). Территория совр. Автономной
области юго-востока Гуйчжоу (黔東南自治州). 10 Цзыци (自杞) – государственное образование, существовавшее на востоке Юньнани и западе Гуйчж
риод Южной Сун (1127–1260), основное население составляли «темные варвары» (умань), т. е. ицзу. Ицзу (устар. лоло, голо, носу-и) Народность ицзу (彝族) характеризуется этнографами следующим образом: «Ицзу (само-
назв. ий) – народ на Юго-Западе Китая: провинции Сычуань (Авт. район Ляншань народно-
сти ицзу), Юньнань (Авт.округ Хунхэ и Авт.уезд Цзянчэн народностей хани и ицзу, Авт. Ок-
руг Эшань и Авт. уезды Милэ, Нинлан и Лунань народности ицзу), Гуйчжоу (Авт. уезд
Вэйнин народностей ицзу, хуэй, мяо), Хунань и Гуанси-Чжуанский автономный район. Отно-
сятся к восточноазиатской расе большой монголоидной расы, говорят на языке ицзу лоло-
бирманской подгруппы центральной группы сино-тибетской семьи. Существует пиктогра-
фическая письменность. Этническая общность ицзу сформировалась после падения государ-
ства Наньчжао (VII–XIII вв.), когда часть была оттеснена в горы Ляншань, дав начало ицзу. Ляншаньские ицзу сохраняли независимость от Китая до середины ХХ в.» [Крюков, 1988б,
с. 189]. В исследуемых «альбомах об инородцах», как правило, присутствуют два отдельных опи-
сания для «черных лоло» (黑猓玀 хэй ло / голо, носу-и) – высшей социальной группы и «бе-
лых лоло» (白猓玀 бай ло / голо) – низшей социальной группы. Стихотворное описание (№ 16)
альбоме Xyl F-25a содержит такие строки о черных голо (лоло), в которых упомянут истори-
ческий персонаж Цзи Хо: 黑猓玀在大定府第一。
昔年濟火長南夷。
蔓衍猓玀徧水西。
地屬鬼方人信鬼。
蠻文引結縂無稽。 黑猓玀在大定府第一。
昔年濟火
南夷 昔年濟火長南夷。
蔓衍猓玀徧水西 蔓衍猓玀徧水西。 地屬鬼方人信鬼。 蠻文引結縂無稽。 Черные голо в Дадин-фу. Часть один. р
Д
фу
В былые годы Цзи Хо возглавлял южных инородцев нань-и. В былые годы Цзи Хо возглавлял южных инородцев Расселились голо повсюду в Сишуй. 5 Земля относилась к Гуй-фан 5, люди верят в духов. Письменность маней из узелков не имеет оснований. Предыдущее исследование автора уже было посвящено источникам сведений о черных и
белых лоло в исследуемых альбомах [Завидовская, 2022]. В нем мы показали, что наиболее
ранним подробным материалом о двух группах ицзу было сочинение Тянь Жуйчэна «Записи
об услышанном в жарком пограничье» (炎徼紀聞 Яньцзяо цзивэнь 6), откуда почти без изме-
нений данные поступили в «Общее описание Гуйчжоу» 1673 г. Приведем оттуда выдержку: 羅羅本盧鹿,而訛為今稱。有黑白二種。居平逺、大定、黔西、威寧者,為黑羅羅,亦曰烏蠻。黑者
為大姓。羅俗尚鬼,故又曰羅鬼。蜀漢時有濟火者。從丞相亮破孟護有功,後封羅甸王,即安氏遠祖。
自羅甸東西,若自杞、夜郎、牂牁則以國名;若特唐、白衣、九道則以道名,皆羅羅之種也。 羅羅本盧鹿,而訛為今稱。有黑白二種。居平逺、大定、黔西、威寧者,為黑羅羅,亦曰烏蠻。黑者
為大姓。羅俗尚鬼,故又曰羅鬼。蜀漢時有濟火者。從丞相亮破孟護有功,後封羅甸王,即安氏遠祖。
自羅甸東西,若自杞、夜郎、牂牁則以國名;若特唐、白衣、九道則以道名,皆羅羅之種也。 Лоло изначально [обозначались как] «лулу», в результате ошибки получили нынешнее наименование. Есть два племени – черные и белые. Проживающие в Пинъюане, Дадине, Цяньси и Вэйнине – это черные
лоло, называемые также «умань» («темные варвары»). Кланы черных – великие. В обычаях Ло [принято]
почитание демонов, поэтому называются еще «логуй» («демоны-ло»). В эпоху Шу-Хань 7 жил Цзи Хо 8, с министром [Чжугэ] Ляном разбил Мэн Ху 9, отличился, потом получил титул вана Лодяня – это дальний
предок рода Ань. 13 Дао (道) – административная единица типа округа в юго-западных регионах.
14 Гуйчжу (鬼主) – название лица, возглавлявшего ритуалы поклонения духам. В «Книге Тан» сказано: «Вар-
вары-и (夷) почитают демонов-гуй. Так называют главу жертвоприношения. Когда духов призывают и провожают,
необходимо, чтобы их сопровождали солдаты. Когда глава возглавлял только сто семей, то назывался «малым
гуйчжу» [Lin Yueh-hwa, 1941, p. 274] (цит. по «Книге Тан»).
15 9 Речь идет о Мэн Хо (孟獲), который также являлся вождем ицзу и родился в уезде Цюцзин. После смерти
правителя царства Шу Лю Бэя (劉備, 162–223) Мэн Хо восстал против царства Шу-Хань. По легендарным дан-
ным китайских источников, Чжунгэ Лян захватывал и освобождал Мэн Хо семь раз, в результате тот присягнул
на верность царству Шу.
10 Цзыци (自杞) – государственное образование, существовавшее на востоке Юньнани и западе Гуйчжоу в пе-
риод Южной Сун (1127–1260), основное население составляли «темные варвары» (умань), т. е. ицзу.
11 Елан (夜郎) – государство, существовавшее на западе Гуйчжоу в эпоху Хань, в тот период находилось
в 20 ли на восток от уезда Тунцзы (桐梓) на севере Гуйчжоу. Одно из самых крупных царств юго-западных варва-
ров (синань-и), центр Елан располагался в районе современного Цзуньи (尊義) в Гуйчжоу [Итс, 1972, с. 213].
12 Цзангэ (牂牁) – царство, упоминаемое уже в хрониках об эпохе Чжоу. В эпоху Хань при императоре У-ди
на территории бывшего царства Целань (且蘭) была учреждена управа Цзангэ-цзюнь (牂牁郡), в эпоху Тан семь
крупных семей Цзангэ управляли частью Гуйчжоу наряду с царствами Муэгэ, Юйши, Бадэдянь, далее ставшими
территорией с юга округа Цзуньи-фу до округов Сынань (司南), Шицянь (石阡). Территория совр. Автономной
области юго-востока Гуйчжоу (黔東南自治州).
13 Дао (道) – административная единица типа округа в юго-западных регионах.
14 Гуйчжу (鬼主) – название лица, возглавлявшего ритуалы поклонения духам. В «Книге Тан» сказано: «Вар-
вары-и (夷) почитают демонов-гуй. Так называют главу жертвоприношения. Когда духов призывают и провожают,
необходимо, чтобы их сопровождали солдаты. Когда глава возглавлял только сто семей, то назывался «малым
гуйчжу» [Lin Yueh-hwa, 1941, p. 274] (цит. по «Книге Тан»).
15 Прическа в форме рога у высшего сословия ицзу – носу называлась «вместилище небесного духа» [Итс, 1972,
с. 139]. 13 Дао (道) – административная единица типа округа в юго-западных регионах.
14 Ицзу (устар. лоло, голо, носу-и) Потомки То-ачжэ расшили
область своего влияния, установив контроль над автохтонным народом пу (濮), проживав-
шим в горах района Шуйси, внук То-ачжэ покинул Логэнь ради города Мугэбай-чжагэнь на
западе Гуйчжоу, где было объявлено об основании царства Муэгэ [Herman, 2007, p. 26–27]. 12 Цзангэ (牂牁) – царство, упоминаемое уже в хрониках об эпохе Чжоу. В эпоху Хань при императоре У-ди
на территории бывшего царства Целань (且蘭) была учреждена управа Цзангэ-цзюнь (牂牁郡), в эпоху Тан семь
крупных семей Цзангэ управляли частью Гуйчжоу наряду с царствами Муэгэ, Юйши, Бадэдянь, далее ставшими
территорией с юга округа Цзуньи-фу до округов Сынань (司南), Шицянь (石阡). Территория совр. Автономной
области юго-востока Гуйчжоу (黔東南自治州). 14 Гуйчжу (鬼主) – название лица, возглавлявшего ритуалы поклонения духам. В «Книге Тан» сказано: «Вар-
вары-и (夷) почитают демонов-гуй. Так называют главу жертвоприношения. Когда духов призывают и провожают,
необходимо, чтобы их сопровождали солдаты. Когда глава возглавлял только сто семей, то назывался «малым
гуйчжу» [Lin Yueh-hwa, 1941, p. 274] (цит. по «Книге Тан»). 15 15 Прическа в форме рога у высшего сословия ицзу – носу называлась «вместилище небесного духа» [Итс, 1972,
с. 139]. Рис. 2. Иллюстрация, изображающая женщину-чиновника. Альбом Xyl F-25a. НБ СПбГУ
Fig. 2. Illustration depicting a female official. Album Xyl F-25a. Academic Library of Saint-Petersburg State University Рис. 2. Иллюстрация, изображающая женщину-чиновника. Альбом Xyl F-25a. НБ СПбГУ
Fig. 2. Illustration depicting a female official. Album Xyl F-25a. Academic Library of Saint-Petersburg State University Говоря о наличии государственности у ицзу, Р. Ф. Итс сообщает, что «в китайских пись-
менных памятниках южносунской эпохи мяо были под прямым воздействием государства
ицзу» [Итс, 1972, с. 266]. Во время войн Тан и Наньчжао ицзу расширили свои территории,
охватив всю современную Гуйчжоу. В VIII в. государства ицзу отправляли посольства с да-
рами ко двору Наньчжао. В свою очередь, Наньчжао организовало 37 племенных представи-
тельств на территориях ицзу [Herman, 2007, p. 29]. В танских источниках клан Аванжэнь,
расширявший свои владения в областях Пусянь и Пуань, назван царством Юйши (于矢), та-
ким образом, территория Гуйчжоу в VIII в. была под властью двух царств носу-и – Муэгэ
и Юйши [Ibid., p. 30–31]. С целью усиления буферной зоны с экспансионистски настроенным
Наньчжао в 846 г. танское правительство наделило главу правящего клана ицзу титулом вана
государства Лодянь (羅甸國王 Лодянь гован). Первое описание носу-и оставил танский по-
сланник Фань Чо (樊綽) в труде «Книга о варварах-мань» (蠻書 Маньшу). Ицзу (устар. лоло, голо, носу-и) С основанием Се-
верной Сун знатные роды с территории Муэгэ, заявлявшие о своих ханьских корнях, вклю-
чая род Ян (楊) из Бочжоу (播州), получили почетные титулы в обмен на признание своего
вассалитета. Монгольское завоевание Дали 1253 г. пошатнуло изолированное положение
царства Муэгэ, оно было покорено монголами в 1283 г., но контроль монголов над террито-
рией не был длительным [Ibid., p. 39]. Не меньший интерес для исследования устройства общества черных лоло (носу-и) пред-
ставляют описания «женщины-чиновника» (女官 нюйгуань). «Женщина-чиновник из демо-
нов ло[ло]» (羅鬼女官 логуй нюйгуань) представляет собой отражение системы наследования
в обществе черных лоло (носу-и). Если находившийся у власти тусы или туму рано умирал,
а его наследник был слишком мал, то главная жена тусы вела дела. Такого рода система
управления существовала в таких тусы, как Шуйси (水西), Уса (烏撒), Пуань (普安), Юннин
(永寧). Старшая жена (耐徳 найдэ) могла быть только из семьи тусы, т. е. из той же социаль-
ной прослойки [Баймяоту…, 2004, с. 9]. В альбоме Xyl F-25а приведено такое описание
«женщины-чиновника» (рис. 2): 女官在大定府代理土務第二。 銀梅點額髻盤螺。 細襇長裙委地拖。 馬上頳衣輝磊落。 蠻兒爭看女官过。 Женщина-чиновник в Дадин-фу исполняет обязанности ответственного за земляные работы. Часть два. Серебряные цветы на лбу, волосы собраны в улитку. Серебряные цветы на лбу, волосы собраны в улитку. Серебряные цветы на лбу, волосы собраны в улитку. Длинная юбка в тонкую складку, ползет по земле. С лошади багряная одежда ниспадает слоями. р
Сыновья варваров борются, чтобы увидеть, как проходит женщина-чиновник. Сыновья варваров борются, чтобы увидеть, как проходит женщина-чиновник. Ранние сведения о женщинах-чиновниках и системе передачи власти у ицзу встречаем
в юаньском сочинении Ли Цзина (李京) «Краткое описание Юньнань» (雲南志略 Юньнань
чжилюэ), сочинении минского автора Се Чжаочжэ (謝肇淛) «Кратко о Юньнань» (滇略
Дяньлюэ) [Чжань Юэхай, 2015, с. 25]. «Общее описание Гуйчжоу» 1692 г. содержит ксилографическую иллюстрацию с назва-
нием «Официальный выход женщины-чиновника [из демонов]-ло» (羅鬼女官出行之圖 Ло-
нюйгуань чусинчжи ту). Изображена процессия из пяти женщин, две служанки несут шлейф
длинной юбки женщины-чиновника, за ними следуют еще две служанки со сложенным зон-
тиком. Текст описания следующий: «У лоло управляет делами женщина-чиновник, всеми
местными управами-фу и по-прежнему как военный правитель. В стихотворении Тянь Вэня
“Женщина-чиновник из Дунчуань 16” (東川女官 Дунчуань нюйгуань) сказано: “Я взираю на
женщину-чиновника как взираю на картину. 16 Префектура Дунчуань-фу была основана при династии Мин на территории Юньнани, сейчас это провинция
в Сычуань, но Тянь Вэнь описал женщину-чиновника из рода Ань из Шуйси, Гуйчжоу.
17 Янь Либэнь (閻立本, ок. 600 – 673 г.) китайский художник.
18 Чжаньлу (湛盧) – чудесный меч, выкованный древним оружейником Оу Е (歐冶). (
)
у
18 Чжаньлу (湛盧) – чудесный меч, выкованный древним оружейником Оу Е (歐冶). 17 Янь Либэнь (閻立本, ок. 600 – 673 г.) китайский художник. Ицзу (устар. лоло, голо, носу-и) Янь Либэнь 17 нарисовал картины о поднесении
дани, я взираю на женщину-чиновника как на диковинный сон, диковинный странный облик
и походка, я взираю как женщина-чиновник входит в разрушенный буддистский храм, при
северном ветре в сумраке кричат злые горные духи, древние духи при тусклом светильнике
открывают патру, старейший Будда превратился в стремительного льва, черепахи-оборотни
и лисы вымазаны пудрой и краской для бровей, демоны-асуры в латах и шлемах дуют в губ-
ной органчик и свирель, у женских особей темной тканью обмотана лохматая голова, у муж-
ских особей глаза цвета лазури, в кулаке [держат] усы. Манерой держаться женщина-чи-
новник как мужчина, выполощенная в огне холстина оборачивает ее тело, на девяти раттано-
вых тростях красные кораллы, в ушах золотые кольца со свисающими жемчужинами, на та-
лии висит пара [мечей] чжаньлу 18, вышитая юбка волочится по земле, короткая куртка в ло-
тосах. Женщина-чиновник из Шуйси”». Итак, мы видим, что в официальной хронике
провинции отдельное описание с иллюстрацией посвящено одному из аспектов управления
подвластными ицзу народами – институту регентства у тусы. Добавим, что стихотворение цинского сановника и поэта Тянь Вэня из «Сборника Зала тяги к старине» (古歡堂集 Гухуань
танцзи, цз. 7) положило начало традиции стихотворений о «нюй-гуань». цинского сановника и поэта Тянь Вэня из «Сборника Зала тяги к старине» (古歡堂集 Гухуань
танцзи, цз. 7) положило начало традиции стихотворений о «нюй-гуань». Гэлао Гэлао (犵狫) проживают в основном в автономном уезде Лунлинь Гуанси-Чжуанского ав-
тономного района [Народы Восточной Азии, 1965, с. 32]. По данным И. В. Самариной, пред-
ками народа гэлао, по мнению большинства исследователей, являются автохтонные племена
юга Китая. Языки гэлао принадлежат к тай-кадайской, или крадайской, языковой семье
и входят в состав кадайской ветви (ветви кра) [Самарина и др., 2011, с. 9]. В альбоме Xyl F-25a содержится описание шести групп гэлао: 1) «гэлао свиного навоза»
(豬屎犵狫 чжуши-гэлао); 2) «беззубые гэлао» (打牙犵狫 дая-гэлао) (рис. 3); 3) «водные гэ-
лао» (水犵狫 шуй-гэлао); 4) «гэлао с круглыми крышками под котлы» (鍋圈犵狫 гоцзюань-
гэлао); 5) «местные гэлао» (土犵狫 ту-гэлао); 6) «гэлао в халате-накидке» (披袍犵狫 пипао-
гэлао). В труде Ло Жаодяня (1847) к гэлао отнесены также «кующие железо гэлао» (打鐵犵狫
тате гэлао), «красные гэлао» (紅犵狫 хун гэлао), лаодан, гэдоу (犵兜) [Lin Yueh-hwa, 1941,
p. 279]. Рис. 3. Иллюстрация «беззубые гэлао» с описанием. Альбом Xyl F-25a. НБ СПбГУ
Fig. 3. Illustration of the “toothless gelao” with a description. Album Xyl F-25a. Academic Library of Saint-Petersburg State University Рис. 3. Иллюстрация «беззубые гэлао» с описанием. Альбом Xyl F-25a. НБ СПбГУ Fig. 3. Illustration of the “toothless gelao” with a description. Fig. 3. Illustration of the “toothless gelao” with a description. Alb
X l F 25
A
d
i Lib
f S i
P
b
S
U i Album Xyl F-25a. Academic Library of Saint-Petersburg State University Все описания содержат только этнографические сведения, не сообщая ничего об истории
народа. В качестве примера приведем стихотворное описание «беззубых гэлао» из альбома
Xyl F-25a: 打牙犵狫在黔西州。
桶群無摺織青羊。
最愛夫家不忍傷。
新婦一齊齲齒笑。
打牙風俗大荒唐。 打牙犵狫在黔西州。
桶群無摺織青羊。
最愛夫家不忍傷。
新婦一齊齲齒笑。
打牙風俗大荒唐。 打牙犵狫在黔西州。
桶群無摺織青羊。
最愛夫家不忍傷。
新婦一齊齲齒笑。
打牙風俗大荒唐。 打牙犵狫在黔西州。 桶群無摺織青羊。 新婦一齊齲齒笑。 打牙風俗大荒唐。 Дая-гэлао (беззубые гэлао) в Цяньси-чжоу. «Юбки-ведра» без складок ткут из шерсти горала. Больше всего любят семью мужа – не смеют вредить ей Когда молодые жены покажут улыбки с больными зубами. [Поймете, что] обычай вырывать зубы совершенно абсурден. Исследование И. В. Самариной опирается на данные современных китайских ученых
и сообщает, что «предками гэлао были пу (濮) и лао (獠). Пу не представляли собой единого
этноса. Это был многоэтнический союз племен, бытовавший на территории современной
провинции Юньнань к западу от реки Юаньцзян. Впоследствии они расселились на террито-
рии современных провинций Сычуань, Юньнань, Гуйчжоу и в Северном Вьетнаме. Первые
сведения о пу, или «ста / всех пу» (百濮 байпу), встречаются в китайских исторических хро-
никах начиная с ханьской эпохи при упоминании неханьских народов Гуйчжоу, Сычуани,
Хунани и Гуанси. Гэлао к эпохе Мин возникло деление гэлао на группы [Hostetler, 2001, p. 109]. В эпохи Юань, Мин,
Цин в хрониках упоминаются тулао (土狫), потомки переселившихся в Юньнань лао. При
Мин велись войны с неханьским населением Гуйчжоу, включая гэлао и тулао [Самарина
и др., 2011, с. 17–19]. Обобщая всё богатство этнографических сведений о народах Гуйчжоу, приведенных
в альбомах Xyl F-25a, Xyl F-27, можно выделить следующие превалирующие аспекты:
1) особенности семейно-брачных отношений, куда относятся обычаи, связанные со знаком-
ством молодых людей, свадебным ритуалом, функционированием семьи до и после рожде-
ния детей; 2) похоронная обрядность, включая ритуалы, связанные с захоронением умершего,
способы захоронения, ритуалы после похорон; 3) культы различных божеств, шаманизм
и ритуалы излечения (магическая медицина). Китайские источники, как правило, не дают
интерпретаций данных явлений. Последняя стала возможной уже на современном этапе ис-
следования этих обществ через призму этнографии и антропологии. Заключение Представленный в статье анализ текстов описаний ряда неханьских народов провинции
Гуйчжоу из «альбомов об инородцах» эпохи Цин, хранящихся в Восточном отделе Научной
библиотеки СПбГУ, позволяет представить место данного жанра книжной продукции в сис-
теме источников о юго-западных окраинах Китая. Было показано, что описания разных групп
мяо (хмонгов), ицзу, гэлао содержат только сведения этнографического характера об особен-
ностях костюма, прически и наиболее характерных обычаях. Мы показали, по каким источ-
никам можно восстановить более полные данные об истории этих народностей. При этом
описание черных лоло (носу-и) содержит краткие упоминания событий древней истории, что
связано с главенствующей ролью ицзу в сложившейся системе управления провинцией через
посредство местных старейшин тусы. Ицзу сформировали на территории Гуйчжоу свои го-
сударства, с которыми приходилось стоить отношения Китайской империи, отсюда большее
внимание, уделенное обычаям и системе передачи власти у ицзу в альбомах («женщина-
чиновник»). Тем не менее, очевидно, что «альбомы об инородцах» ценны больше своей ху-
дожественной составляющей, содержащаяся в них описательная информация представляет
собой краткие выдержки из более подробных источников, выявленных автором статьи. Гэлао В «Истории поздней Хань» есть упоминание о том, что «прочие “лао” (獠)
получили название “главных лао” (主獠)», подробнее лао описаны в «Истории Вэй» (魏書
Вэйшу) [Lin Yueh-hwa, 1941, p. 275]. В эпоху Западная Хань на территории современных пров. Гуйчжоу и Юньнань было
создано государство Елан. Оно упоминается в гл. 116 «Исторических записок» Сыма Цяня. В 130 г. до н. э. государство Елан входит в состав Ханьской империи, на его месте учрежда-
ется военный округ. В «Истории Поздней Хань» при описании жителей государства Елан
встречается этноним «варвары-лао» (夷獠 и-лао). Вторая часть этого этнонима – лао, запи-
санная тем же иероглифом (獠), используется и во вьетнамском историческом памятнике
«Полное собрание исторических записок Дайвьета» при описании «сильных» и «своенрав-
ных» варваров, населявших земли Вубинь (武平), Кыудык (九德) и Тансыонг (新昌). Как ука-
зывается в комментарии к этому памятнику, этноним лао употреблялся в узком и широком
смысле. Употребляя его в узком смысле, китайские авторы имели в виду тайские народы,
жившие в пределах современных пров. Гуйчжоу, Гуандун и Гуанси-Чжуанского автономного
района. Начиная с эпохи Восточная Хань (25–220) в исторических хрониках вместо пу начи-
нают упоминаться лао, проживавшие на территории современных пров. Хунань, Гуйчжоу
и Гуанси-Чжуанского автономного района… Древние лао считаются предками не только
гэлао, но и тулао, мулао и, возможно, ли, а также других тайских народов, включая чжуан,
буи. В этнографической науке Китая ляо считаются потомками лоюэ, т. е. той части народов
юэ (越), которую вьетнамские исследователи связывают с предками вьетнамцев. Название «гэлао» (仡僚) впервые появляется в эпоху Суй. В исторических записях тан-
ского и сунского периодов встречаются упоминания о народе «гэлао» в различном иеро-
глифическом написании (葛老,革老). До эпохи Сун в источниках использован только этно-
ним «лао» ( 獠), при Сун использовали термины «лао» и «цилао». Этноним гэлао
в современном китайском написании впервые встречается в книге «Собрание шуток о юж-
ных манях» (溪蠻叢笑 Циманьцунсяо, ок. 1195) Чжу Фу (朱輔). Начиная с эпохи Мин (1368–
1644) во многих исторических хрониках отмечается, что в древности гэлао назывались «лао»
(獠) [Самарина и др., 2011, с. 22]. Л. Хостетлер, опираясь на работы Ломбард-Салмон [Lom-
bard-Salmon, 1972, p. 147], утверждает, что этноним «гэлао» начал употребляться в эпоху Сун, к эпохе Мин возникло деление гэлао на группы [Hostetler, 2001, p. 109]. В эпохи Юань, Мин,
Цин в хрониках упоминаются тулао (土狫), потомки переселившихся в Юньнань лао. При
Мин велись войны с неханьским населением Гуйчжоу, включая гэлао и тулао [Самарина
и др., 2011, с. 17–19]. Список литературы Итс Р. Ф. Этническая история юга Восточной Азии. Л.: Наука, 1972. 305 с. Завидовская Е. А. Анализ источников описаний народностей провинции Гуйчжоу из цин-
ских «альбомов об инородцах» // Человек и культура Востока. Исследования и переводы. М.: ИКСА РАН, 2022. С. 154–181. ,
Крюков М. В. Мяо // Народы мира: Историко-этнографический справочник. М.: Сов. эн-
цикл., 1988а. С. 317–318. Крюков М. В. Ицзу // Народы мира: Историко-этнографический справочник. М.: Сов. эн-
цикл., 1988б. С. 189. Ларин В. Л. Юго-западный Китай во второй половине XVII–70-х годах XIX в.: проблемы
региональной истории. М.: Наука, 1994. 335 с. Народы Восточной Азии. М.: Наука, 1965. 1027 с. Самарина И. В., Мазо О. М., Нгуен Ван Лой. Языки гэлао: материалы к сопоставительному
словарю кадайских языков. М.: Academia, 2011. 943 с. р
Herman J. E. Amid the Сlouds and Mist: China's Colonization of Guizhou, 1200–1700. Cam-
bridge: Harvard Uni. Press, 2007. 344 p. Hostetler L. Qing Colonial Enterprise: Ethnography and Cartography in Early Modern China. Chi-
cago, Uni. of Chicago Press, 2001. 257 p. Lee G. Y., Tapp N. Culture and Customs of the Hmong. Santa Barbara: ABC-CLIO, 2010. 235 p. Lombard-Salmon C. Un exemple d' acculturation chinoise: La province du Guizhou au XVIII
i
l
P i
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l F
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d'E t
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siecle. Paris, Ecole Frans; aised'Extreme-Orient, 1972. 462 p. Lin Yueh-hwa. The Miao-Man Peoples of Kweichow // Harvard Journal of Asiatic Studies. 1941. Vol. 5, no. 3/4. P. 261–345. Yang Zhiqiang. From Miao to Miaozu: Alterity in the Formation of Modern Ethnic Groups //
Hmong Studies Journal. 2010. No. 10. P. 1–28. Баймяоту чаобэнь хуэйбянь / Ян Тиншо, Пань Шэнчжи бяньчжэ [百苗圖抄本彙編(上、下) /
楊庭碩、潘盛之编著]. Свод рисунков с выписками по «всем мяо» (вариант: инородцам) /
Под ред. Ян Тиншо, Пань Шэнчжи. Гуйян: Гуйчжоу жэньминь чубаньшэ, 2004. Т. 1; 2. 617 с. (на кит. яз.) Циншилу Гуйчжоу цзыляо цзияо [清實錄貴州資料紀要]. Собрание основных материалов по
Гуйчжоу из «Правдивых записей о правлении Цин». Гуйян: Гуйчжоу жэньминь чубань-
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《東川女官歌》與兩幅“女官圖” // 民族文學研究]. «Песнь о женщине-чиновнике из
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bridge, Harvard Uni. Press, 2007, 344 p. Hostetler L. Qing Colonial Enterprise: Ethnography and Cartography in Early Modern China. Chi-
cago, Uni. of Chicago Press, 2001, 257 p. Kryukov M. V. Miao. In: Narody Mira [Peoples of the World]. Moscow, Sovetskaya Entsiklope-
diya, 1988, pp. 317–318. (in Russ.) Kryukov M. V. Yizu. In: Narody Mira [Peoples of the World]. Moscow, Sovetskaya Entsiklope-
diya, 1988, p. 189. (in Russ.) Larin V. L. Yugo-zapadnyi Kitai vo vtoroi polovine XVII – 70-kh godakh XIX v.: problemy re-
gional'noi istorii [Southwestern China in the second half of the 17th – the 70s of the 19th centu-
ry]. Moscow, Nauka, 1994, 335 p. (in Russ.) y
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Lee G. Y., Tapp N. Culture and Customs of the Hmong. Santa Barbara, ABC-CLIO, 2010, 235 p. Lin Yueh hwa The Miao Man Peoples of Kweichow Harvard Journal of Asiatic Studies 1941 y
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Lee G. Y., Tapp N. Culture and Customs of the Hmong. Santa Barbara, ABC-CLIO, 2010, 235 p. Lin Yueh-hwa. The Miao-Man Peoples of Kweichow. Harvard Journal of Asiatic Studies, 1941,
vol. 5, no. 3/4, pp. 261–345. Lombard-Salmon C. Un exemple d' acculturation chinoise: La province du Guizhou au
siecle. Paris, Ecole Frans;aised'Extreme-Orient, 1972, 462 p. Narody Vostochnoi Azii [Peoples of East Asia]. Moscow, Nauka, 1965, 1027 p. (in Russ.) Qingshilu Guizhou ziliao jiyao [清實錄貴州資料紀要]. Collection of Important Materials on
Guizhou from Genuine Records of Qing. Guiyang, Guizhou renmin chubanshe, 1964, 1269 p. (in Chin.) Samarina I. V., Mazo O. M., Nguen Wan Loi. Yazyki gelao: materialy k sopostavitel'nomu slo-
varyu kadaiskikh yazykov [Languages of Gelao: materials for the comparative dictionary of
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Hmong Studies Journal, 2010, no. 10, pp. 1–28. Yang Zhiqiang. From Miao to Miaozu: Alterity in the Formation of Modern Ethnic Groups. Hmong Studies Journal, 2010, no. 10, pp. 1–28. Zavidovskaya E. A. References Analiz istochnikov opisanii narodnostei provintsii Guichzhou iz tsinskikh “al'-
bomov ob inorodtsakh” [Analysis of the Sources for the Descriptions of the Guizhou Ethnic
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歌》與兩幅“女官圖”//民族文學研究]. “Song of Dongchuan female official” and two paint-
ings with female official. Minzu wenxue yanjiu,2015, no. 4, pp. 24–31. (in Chin.) Zhan Yuehai. Tian wen “dongchuan nüguan ge” yu liangfu nüguantu [佔躍海。田雯《東川女官
歌》與兩幅“女官圖”//民族文學研究]. “Song of Dongchuan female official” and two paint-
ings with female official. Minzu wenxue yanjiu,2015, no. 4, pp. 24–31. (in Chin.) Информация об авторе Екатерина Александровна Завидовская, кандидат филологических наук
Scopus Author ID 57194582421
RSCI Author ID 323484
SPIN 1577-4226 Information about the Author Ekaterina A. Zavidovskaуa, Candidate of Sciences (Philology)
Scopus Author ID 57194582421
RSCI Author ID 323484
SPIN 1577-4226 Ekaterina A. Zavidovskaуa, Candidate of Sciences (Philology)
Scopus Author ID 57194582421
RSCI Author ID 323484
SPIN 1577-4226
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Mathematical modeling of the immune system recognition to mammary carcinoma antigen
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© 2012 Bianca et al.; licensee BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons
Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in
any medium, provided the original work is properly cited. Mathematical modeling of the immune system
recognition to mammary carcinoma antigen
Carlo Bianca1 Ferdinando Chiacchio2 Francesco Pappalardo3 Marzio Pennisi4* From Asia Pacific Bioinformatics Network (APBioNet) Eleventh International Conference on Bioinformatics
(InCoB2012) Bangkok, Thailand. 3-5 October 2012 Bangkok, Thailand. 3-5 October 2012 Abstract The definition of artificial immunity, realized through vaccinations, is nowadays a practice widely developed in
order to eliminate cancer disease. The present paper deals with an improved version of a mathematical model
recently analyzed and related to the competition between immune system cells and mammary carcinoma cells
under the action of a vaccine (Triplex). The model describes in detail both the humoral and cellular response of
the immune system to the tumor associate antigen and the recognition process between B cells, T cells and
antigen presenting cells. The control of the tumor cells growth occurs through the definition of different vaccine
protocols. The performed numerical simulations of the model are in agreement with in vivo experiments on
transgenic mice. PROCEEDINGS Open Access * Correspondence: mpennisi@dmi.unict.it
4Dipartimento di Matematica e Informatica, Università di Catania, Catania,
Italy
Full list of author information is available at the end of the article Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Background developing cannot be easily predicted and controlled. Among human cancers, the mammary carcinoma repre-
sents a major cause of concerns in women, since it belongs
to the class of endogenous cancers which escape immuno-
surveillance of the IS. The immune system (IS) is a complex system of organs,
cells and molecules whose main task is to protect living
organisms from external pathogens such as viruses and
bacteria. Nevertheless the effectiveness of the IS in tumors
disease is nowadays under discussion among biologists
and physicians. As stated by the immunosurveillance the-
ory [1,2], biotechnology engineered naked mice (mice
without immune system) show the developing of multiple
variants of malignant tumors that are not usually visible in
wild mice, thus suggesting that the immune system plays
an important role also against tumors. Indeed most
mutated malignant cells are recognized and eliminated by
immune system mechanisms right after their birth, and
tumors that usually arise are indeed poorly immunogenic
tumors, originating from malignant cells which escape
from immune surveillance. Some tumors are caused by
exogenous factors (e.g., smoke for lung cancer), and the
elimination of the exogenous cause would in theory pre-
vent the risk of developing the tumor. However many
other tumors are caused by endogenous factors and their The risk of appearance of mammary carcinoma is
usually estimated by analyzing the family history of can-
cer, and breast cancer screening in young women is
highly recommended since the achievement of earlier
diagnosis could greatly improve the outcomes of the
treatment. Strong family history of cancer usually entitles
higher risks of developing the tumor, thus suggesting
that tumor hereditary is encoded into the DNA. Some
gene tests such as the genetic screening for the BRCA
genes [3] are nowadays possible and may determine the
risk of cancer. Indeed the analysis of the genome of indi-
viduals will be useful to better estimate the risk of cancer. Biologists and physicians are exploring novel immuno-
preventive treatments that can avoid the development of
breast cancer in patients with high risks of malignant cell
mutations. Among others, Lollini et al. [4] have devel-
oped a cellular vaccine, called Triplex, which is able to
elicit complete prevention of mammary carcinogenesis in
HER-2/neu transgenic mice. Background A simplified version of the mathema-
tical model proposed in the present paper has been
analytically investigated in [15,16]. The simplified model
does not include the role of the associated antigens,
plasma B cells, interleukins 2 and 12 and the antigen pre-
senting cells. Therefore the mathematical model of the
present paper is a robust extension, from the biological
viewpoint, of the model analyzed in [16]. In the present
paper we restrict our attention to the comparison of
numerical solutions of the model with in vivo experi-
ments and sensitivity analysis of the model parameters. The model described in this paper can be also developed
in order to take into account many biological phenom-
ena, like chemotaxis, spatial cell dynamics or cluster for-
mation. If spatial cells dynamics needs to be included,
one can use the mathematical framework of the kinetic
theory for active particles, see [17] and the reference
therein. According to the latter framework, cells are
grouped in functional subsystems which express a speci-
fic strategy (called activity) and the time evolution of the
subsystem is represented by a distribution function over
the cells microscopic state (position, velocity and activ-
ity). In this framework the mathematical modeling of the
chemotaxis phenomenon and the formation of tumor at
tissue scale can be included as shown in [18] and [19,20]. Th
d
f ll
S
“Th The repeated administration of the vaccine, realized
with the aim to increase the antigenicity of the tumor
associated antigens, maintains the immune system
response ready against newborn cancer cells. However,
even if vaccines are usually less toxic than standard
drugs, uncontrolled administration of the vaccine can
induce undesirable effects such as autoimmune diseases. Therefore the optimization of the vaccination protocol
constitutes a fundamental and open problem. In the in vivo experiments it is not usually possible to
reach an optimum vaccination protocol that maximizes
the efficacy of the tumor depletion on the one hand and
minimizes the risk of side effects on the other hand,
because of the large variability cases. Indeed vaccination
protocols are usually determined heuristically basing on
best practice and previous experience. Moreover the cost
of in vivo experiments can be prohibitive. In order to understand whether it was possible to gain
complete prevention of mammary carcinogenesis with
fewer injections, a (multi) agent-based model named Sim-
Triplex [5] has been developed. Background Triplex combines three dif-
ferent elements (the tumor antigen with two adjuvants) * Correspondence: mpennisi@dmi.unict.it
4Dipartimento di Matematica e Informatica, Università di Catania, Catania,
Italy
Full list of author information is available at the end of the article Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 2 of 15 that stimulate the immune system response with different
actions [4]. Vaccine cells have been engineered to present
and release the tumor associated antigen p-185 (that is
also the oncogene of the tumor) with the addition of
Allogeneic MHC-class I molecules to easier recognizing
by cytotoxic T cells. Moreover, thanks to transduction of
interleukin-12 genes, they release interleukin-12 mole-
cules that have a broad range of costimulatory functions
in boosting the immune response against tumors. consist in partial integro-differential equations and allow
both the modeling of proliferative/destructive events
and the modeling of mutations occurring in the onset of
tumor, [13]. Further modeling approaches for the
immune system-cancer competition include cellular
automata, agent-based models, see the recent expository
paper [14]. Most of the mathematical models of the IS summarize
the response of the immune system in a single popula-
tion of cells, named effector cells, which perform the
task of destroying cancer cells. This simplifying assump-
tion allows to reduce the complexity of the dynamics of
immune system but it neglects the recognition process
that occurs among the different cells that constitutes the
response of the IS to the tumor antigen. It is worth stressing that differently from the vaccine for
virus or bacteria, cancer vaccines require repeated admin-
istration for the the entire life of the host. This is due to
the low antigenicity of the cancer cells, the capability to
escape the immune system surveillance. Moreover present
cancer immunoprevention research is unable to find better
vaccines able to assure complete, long-term protection. g
The ODE-based model proposed in this paper has been
derived from a biological conceptual model that is a good
representation of the biological scenario (see Figure 1). The model takes into account both the humoral and cel-
lular response of the immune system and the recognition
process that involves the following entities: vaccine cells
(VC), cancer cells (CC), tumor associated antigens
(TAA), Plasma B cells (B), thymus cytotoxic lymphocytes
(TC), thymus helper (TH) lymphocytes, antibodies (AB),
interleukins 2 and 12 (IL2 and IL12), and antigen pre-
senting cells (APC). Background It is worth noticing that
SimTriplex has been also employed for other pathologies
[6-10]. However agent-based models do not allow the
development of asymptotic analysis of the competition
and an easy investigation of parameters’ space. Different mathematical tools have been developed in
order to model complex biological systems and among
others, immune system-cancer competition. The most
famous approach is the ODE-based model where the over-
all system is decomposed in different cell populations
whose time evolution is depicted by solutions of a non-
linear ODE system (nonlinear terms take care of the inter-
actions among two or more cell populations), see paper
[11] for a review of ODE models available in the literature
and [12] for a comparison between ODE models with and
without delay. The present paper is organized as follows: Section “The
Triplex vaccine in vivo experiments” briefly deals with the
phenomenological analysis of the biological system. Sec-
tion “The ODE-based model” is devoted to the description Kinetic theory models have been also proposed for the
immune system-cancer competition. These models Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 3 of 15 Figure 1 Conceptual model of the in vivo experiment. On top vaccine cells (VC) are administered through intravenous injections, and then
recognized by Cytotoxic T cells (TC) and Antibodies (AB) that kill them. Killed VC release both Interleukin-12 (IL12) and Tumor associated
antigens (TAA). TAA are captured by antigen presenting cells (APC) and then presented to T helper cells (TH). IL12 stimulates both TH and TC
actions. TH release interleukin-2 (IL2) which boosts TH, TC, and B actions and stimulates B cells to differentiate into plasma B cells (B). B release
AB, and both AB and stimulated TC kill cancer cells (CC), which further release TAA. Figure 1 Conceptual model of the in vivo experiment. On top vaccine cells (VC) are administered through intravenous injections, and then
recognized by Cytotoxic T cells (TC) and Antibodies (AB) that kill them. Killed VC release both Interleukin-12 (IL12) and Tumor associated
antigens (TAA). TAA are captured by antigen presenting cells (APC) and then presented to T helper cells (TH). IL12 stimulates both TH and TC
actions. TH release interleukin-2 (IL2) which boosts TH, TC, and B actions and stimulates B cells to differentiate into plasma B cells (B). B release
AB, and both AB and stimulated TC kill cancer cells (CC), which further release TAA. Background of the ODE-based model. Section “Sensitivity analysis”
introduces the sensitivity analysis technique. Section
“Results and discussion” compares, by means of numerical
simulations, the mathematical model with the computa-
tional model SimTriplex. Finally Section “Conclusions”
concludes the paper with a critical analysis and research
perspective of the model. For interested readers Additional
File 1 presents a simplified version of the model by cou-
pling the differential model with an algebraic model. over-express the activated rat HER-2/neu oncogene. The
description does not pretend to be exhaustive from the
biological point of view but highlights the essentials of
the experiments in order to motivate our study. The Triplex vaccine has been obtained from a mam-
mary carcinoma of a FVBneuN #202 (H-2q) mouse,
transgenic for the rat protooncogene c-neu, and com-
bines different stimuli: • The p185neu oncoantigen; Materials and methods • The H-2q MHC molecules (allogeneic for H-2d
BALBneuT mice); The Triplex vaccine in vivo experiments The Triplex vaccine in vivo experiments • The interleukin-12 (vaccine cells are engineered
with the genes coding for murine IL-12). This section briefly deals with the in vivo experiment car-
ried on BALB-neuT neu virgin female mice groups which Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 4 of 15 subclasses for successful cancer prevention indicates that
humoral immune responses is more important than cellu-
lar responses driven by cytotoxic T cells [4]. The experiment starts at the sixth week of age, where
BALB-neuT mice start the vaccination protocol. Mice
are divided in different groups, one for control
untreated group, and one for each protocol tested. All
vaccine protocols that have been tested are built upon
the same 4-week cycle which consists in twice-weekly
intra peritoneum vaccinations (Tuesday and Friday) for
the first 2 weeks followed by 2 weeks of rest. Recent investigations [21] show that the Triplex vaccine
progressively looses its efficacy with the advancement of
tumor progression, both in terms of tumor incidence and
multiplicity (see Figure 2). In particular, tumor develop-
ment is remarkably delayed in mice receiving the early
protocol with respect to untreated mice, whereas protocols
started later have produced only a negligible delay. Furthermore in vivo tests show that the Triplex vaccine is
ineffective against larger tumor targets. Thus, the triplex
vaccine demonstrates very effective at preventing mam-
mary carcinoma onset in tumor-free mice but is ineffective
against established local tumors. The Prophylactic, lifelong Chronic vaccination proto-
col of cancer-prone HER-2/neu transgenic mice with
cells expressing HER-2, allogeneic MHC antigens and
IL-12 demonstrated able to completely prevent the
onset of mammary carcinoma. The Early vaccination
protocol (which counts only three 4-week cycles at the
beginning of the experiment) produces a significant
delay in the onset of tumors, but all mice eventually
succumbe to mammary carcinoma. Other tested proto-
cols demonstrated much less effective, with little or no
gain in efficacy when compared to untreated control
mice. It should be therefore clear that any vaccination proto-
col should be started early enough to avoid carcinoma in
situ formation. On the other hand it should be advisable
to minimize the number of administrations in order to
both maintain complete efficacy and reduce the risk of
any undesirable effect. In order to help biologists in find-
ing better vaccination protocols, a (multi) agent model
named SimTriplex has been developed in [5]. The Triplex vaccine in vivo experiments The model
has been inspired by the work of Celada and Seiden [22]
and uses an approach that models ab initio the interac-
tion and diffusion kinetics of each relevant biological
entity. SimTriplex has been tuned with the in vivo It is worth stressing that maximal prevention against
mammary carcinoma required all the three vaccine com-
ponents (HER-2/neu, allogeneic MHC antigens, and
IL-12) and was due to the induction of both cellular and
humoral immune responses. Although cellular and
humoral immune responses are taken into account in the
vaccine administration, the relative importance of antibody Figure 2 Triplex vaccine efficacy measured in in vivo experiments with respect to the advancement of the tumor. The abscissa
represents the main temporal stages of tumor progression: from atypical hyperplasia up to mammary carcinoma. The ordinate shows the rate of
inhibition of tumor burden entitled with the use of the vaccine. The red line represents the achievable efficacy of the Triplex vaccine in
preventing the tumor burden whether the first protocol administration is delayed at successive stages of tumor progression. Figure 2 Triplex vaccine efficacy measured in in vivo experiments with respect to the advancement of the tumor. The abscissa
represents the main temporal stages of tumor progression: from atypical hyperplasia up to mammary carcinoma. The ordinate shows the rate of
inhibition of tumor burden entitled with the use of the vaccine. The red line represents the achievable efficacy of the Triplex vaccine in
preventing the tumor burden whether the first protocol administration is delayed at successive stages of tumor progression. Figure 2 Triplex vaccine efficacy measured in in vivo experiments with respect to the advancement of the tumor. The abscissa
represents the main temporal stages of tumor progression: from atypical hyperplasia up to mammary carcinoma. The ordinate shows the rate of
inhibition of tumor burden entitled with the use of the vaccine. The red line represents the achievable efficacy of the Triplex vaccine in
preventing the tumor burden whether the first protocol administration is delayed at successive stages of tumor progression. Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 5 of 15 variables are summarized in table 1; In Figure 1 we show
the conceptual model for the biological problem. experiments and demonstrated able to coherently repro-
duce the behaviors of the entities involved in the in vivo
immunoprevention experiment. g
y
Vaccine cells The vaccine cells dynamics is described by equation (1). Vaccine cells (VC) are injected into the host through
intraperitoneal vaccination with a predefined dosage. The inoculation of the vaccine cells is modeled by a
function kin(t, q) which adds q vaccine cells to the cells
in the host at time t whether a that time an injection
was scheduled. Since vaccine cells come from the exter-
nal, this term represents the only source element in the
equation. Vaccine cells die for multiple causes, such as
natural death (term -μ1VC), are inhibited by cytotoxic T
cells that recognize vaccine cells thanks to their allo-
genic-MHC class II molecules (term -a19TCVC), or by
specific antibodies that are able to directly kill vaccine
cells by complement mechanism (term -a17ABVC). If cancer cells are able to escape immunosurveillance,
the cancer takes over, tends to compete with the healthy
cells for nutrients, and could be able to kill the host. How-
ever the immune system response can be helped in recog-
nizing harmful cells by an external agent represented in
our case by a vaccine. The induced immune response is
the result of a complex network of interactions between IS
cells which mainly depends from cells receptors. IS cells
which present, through their receptors, specific tumor
antigens can trigger a complex process whose final result
is the eradication of the tumor. Specific interactions,
which involve cell receptors, cannot be described with an
ODE population model, see [5], however if we assume that
the vaccine cells activate IS cells at given ratios we can
model the subsequent immune response of activated cells. dVC
dt
= kin(t, q) −μ1VC −(α19TC + α17AB)VC
(1) (1) The Triplex vaccine in vivo experiments In addition the use of
SimTriplex as a predictive tool yielded to encouraging
results [23]. variables are summarized in table 1; In Figure 1 we show
the conceptual model for the biological problem. Model parameters The model contains 44 parameters which have a specific
biological meaning. These parameters, assumed as con-
stants, modify the rate of variations of the populations
due to natural death, interactions with other population
and release of new quantities. Accordingly: parameters
referring to natural death of entities are denoted by μi,
where i identifies the population under consideration;
parameters referring to the interaction between popula-
tions i and j are identified by ai j; finally parameters
referring to releasing processes are identified by gi j,
where i refers to the released entity and j to the releas-
ing entity. The ODE-based model The competition between immune system cells and can-
cer cells reminds the well known Predator-Prey (PP)
model described by Lotka-Volterra equations. There is a
population of prey, represented by the cancer cells, with
an infinite set of food resources (nutrients coming from
the host blood) and, differently from the classical PP,
multiple populations of predators (the effectors cells)
cooperate through cell-cell and cell-molecule interactions
to neutralize the prey. Differently from the classical pre-
dator-prey models, predator survival does not depends
on the number of prey, since predator populations exist
normally and, in absence of the prey, their number oscil-
late around given equilibrium levels. Interleukin 2 Interleukin 2 is mainly released by T helper cells (term
g64TH). As previously stated, interleukin 2 stimulates T
helper priming, and primed T helper cells produce
further interleukin 2. It is subjected to normal degrada-
tion (-μ6IL2) and it is partially absorbed for mitotic and
stimulation signals in cytotoxic T cells priming (term
-a69TCIL2) and B cells duplication (term -a63BIL2). dTH
dt
= γ40APC + α46
IL2
IL2 + s1
TH + α45
IL12
IL12 + s2
TH −μ4TH
(3) dIL2
dt
= γ64TH −(α63B + α69TC)IL2 −μ6IL2
(6) (3) (6) Interleukin 12 (2) Interleukin 12 (IL12) is mainly introduced through vaccine
administrations, so it depends on the vaccine dosage. In
previous in vivo experiments [24] interleukin 12 was intro-
duced separately, but after transduction of IL2 genes
inside vaccine cells [4], it is released by killed vaccine cells,
so it is proportional to the number of killed vaccine cells
(term g51(a19TC + a17AB + μ1)VC). IL2 is subjected to
normal degradation (-μ6IL12) and it is partially absorbed
for mitotic and stimulation signals by cytotoxic and helper
T cells priming (terms -a59TCIL12 and -a54THIL12). P-185 tumor associated antigens Antigens are subjected to nat-
ural degradation (term μ2TAA) and phagocytosis by
antigen presenting cells (-a20APCTAA), such as dendri-
tic cells, macrophages and B cells. Moreover antibodies
can bind to free antigens producing immune complexes
(term -a27ABTAA). number of cancer cells (VC and TAA respectively) that
are inhibited (terms g21(a19TC+ a17AB+μ1)VC and g28
(a88+a89TC)VC). These two terms represent the source
elements of the equation. Antigens are subjected to nat-
ural degradation (term μ2TAA) and phagocytosis by
antigen presenting cells (-a20APCTAA), such as dendri-
tic cells, macrophages and B cells. Moreover antibodies
can bind to free antigens producing immune complexes
(term -a27ABTAA). dB
dt = γ34TH + α36
IL2
IL2 + s3
B −μ3B
(4) (4) dTAA
dt
= γ21(α19TC + α17AB + μ1)VC + γ28(α88 + α89TC + α87AB)CC+
−(μ2 + α20APC + α27AB)TAA
(2) dTAA
dt
= γ21(α19TC + α17AB + μ1)VC + γ28(α88 + α89TC + α87AB)CC+
−(μ2 + α20APC + α27AB)TAA
(2) dTAA
dt
= γ21(α19TC + α17AB + μ1)VC + γ28(α88 + α89TC + α87AB)CC+
−(μ2 + α20APC + α27AB)TAA
(2) T helper cells The key role of T helper cells is to stimulate both the
humoral and cellular branches of the immune response
by direct receptor binding or the releasing of specific
cytokines that boost the immune response, such as
interleukin 2. T helper cells are activated by specialized
APC such as dendritic cells, macrophages or presenting
B cells which present major histocompatibility class II/
peptide complexes. Since we are dealing with a monoclonal model, pre-
sentation is not directly modeled, so the percentage of
activated T helper cells is estimated from the number of
antigen presenting cells (APC) existing in the system
(term g40APC). Interleukins 12 and 2 (IL12 and IL2)
contribute to stimulate T helper cells priming and dupli-
cation (terms α46 (
IL2
IL2+s1 )TH and α45(
IL12
IL12+s2 )TH). It is
worth noting that, since interleukin 2 is released by T
helper cells, these cells are able to self-stimulate their
activities. The death factor is modeled by -μ4TH term. dIL12
dt
= γ51(α19TC + α17AB + μ1)VC −(α54TH + α59TC + μ5)IL12
(5) (5) Antibodies Plasma B lymphocytes may absolve to multiple functions
in building the immune response chain against patho-
gens. In a first stage they can act as specialized antigen
presenting cells, by recognizing pathogens through their
specialized “Y-shaped” receptors, and can then present
peptidic sequences to T helper cells. As a consequence
of a successful interaction with T helper cells, they can
be stimulated to differentiate into plasma B cells, which
release antibodies with the same receptors shape, or B
memory cells, which readily act against new appearance
of previously encountered pathogens. Since there is no
in vivo experimental evidence of B memory cells, as also
suggested by the need of a chronic vaccination to
achieve complete protection against tumor onset, we
decided to do not include for now memory B cells into
the model [4]. Antibodies represent the main result of the humoral
immune response. Antibodies (AB) are released by plasma
B (B) cells (term g73B) and are subjected to normal degra-
dation (modeled by -μ7AB term). More-over they disap-
pear in absolving their functions: binding to specific
targets, i.e. antigens (term a72TAAAB), cancer and vaccine
cells (terms a78CCAB and a71VCAB, respectively). dAB
dt
= γ73B −[α78CC + α71VC + α72TAA]AB −μ7AB (7) P-185 tumor associated antigens Equation(2) models tumor associated antigens dynamics. Tumor associated antigens (TAA) can be released by
dead or killed vaccine or cancer cells. Accordingly we
suppose that the number of released antigens is propor-
tional to both the number of vaccine cells and the The network of organs, cells and molecules involved
in the immune system is very large. In the model of the
present paper we include only the entities recognized as
fundamental for the biological process. We also assume
that the IS-cancer competition occurs only in one
hybrid organ which includes all the physical involved
compartments (peritoneum, mammary gland, lymph
nodes and so on). Table 1 Model variables
Variable
Description
Short name
x1
Number of injected vaccine cells
VC
x2
Number of P-185 tumor associated antigens
TAA
x3
Number of activated B cells
B
x4
Number of activated T helper cells
TH
x5
Number of interleukin 12 molecules
IL12
x6
Number of interleukin 2 molecules
IL2
x7
Number of released antibodies
AB
x8
Number of cancer cells
CC
x9
Number of activated cytotoxic cells
TC
x0
Number of activated antigen presenting cells
APC Both the humoral and cellular responses of the immune
system are taken into account with their main entities,
plasma B cells (B), cytotoxic and helper T lymphocytes
(TC and TH), antibodies (AB), antigen presenting cells
(APC) and interleukins 2 and 12 (IL2 and IL12), while the
pathogens are represented by the cancer cells (CC), the
vaccine cells (VC) and the P-185 tumor associated anti-
gens (TAA). The interactions among the various entities
of the immune system network, the external stimulus of
the vaccine and the cancer cells are modelled by a system
of ten nonlinear ordinary differential equations whose Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 6 of 15 Page 6 of 15 cells (TH) positive feedback (term g34TH) and is there-
fore able to release specific antibodies against cancer
cells. We include the B as APC function in equation
(10). Interleukin 2 (IL2) released by T helper cells plays
an adjuvant role in stimulating B cells duplication
(term α36(
IL2
IL2+s3 )B). Death is modeled by -μ3B term. number of cancer cells (VC and TAA respectively) that
are inhibited (terms g21(a19TC+ a17AB+μ1)VC and g28
(a88+a89TC)VC). These two terms represent the source
elements of the equation. Cancer cells Cancer cells growth (CC) is modeled through the term
1 −CC
cmax
k −α88
CC . The term -a88CC is used to Cancer cells growth (CC) is modeled through the term
1 −CC
cmax
k −α88
CC . The term -a88CC is used to
k
k ll
b
h
ll Cancer cells growth (CC) is modeled through the term
1 −CC
cmax
k −α88
CC . The term -a88CC is used to
take into account CC killing by other immune system cells
that are considered of minor importance for the process
and are consequently not explicitly modeled, such as take into account CC killing by other immune system cells
that are considered of minor importance for the process
and are consequently not explicitly modeled, such as In equation(4) we only consider the behavior of the B
cells population (B) that has been activated by T helper Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 7 of 15 Natural Killer cells which can kill cancer cells that under-
express the major histocompatibility class I complex. The
term p models the continuous production of newborn
cancer cells. Due to transgenic nature of HER-2/neu mice
new cancer cells are in fact continuously introduced into
the host. The other terms describe cancer cells death
mainly due to antibodies (term -a87ABCC) and cytotoxic
T cells (term -a89TCCC) actions. As matter of a fact acti-
vated cytotoxic T cells can kill cancer cells by direct cyto-
toxicity and specific immunoglobulins can kill cancer cells
by complement and other mechanisms. Since we consider populations that are activated by
vaccine administrations, we set the following initial con-
ditions: VC (0) = TAA (0) = B (0) = TH (0) = IL12 (0) = IL2 (0) = AB (0) = CC (0) = TC (0) = APC (0) = 0 The parameters in the model have been derived from
literature, from measurements made during the in vivo
experiment and from the SimTriplex model. Some para-
meters which belong to the class of free parameters that
any model has, were chosen into reasonable rages in such
a way that the model was able to reproduce in vivo mean
survivals for the untreated, early, and chronic vaccina-
tions using a trial and error technique with mean-square
evaluation, see table 2. Cancer cells dCC
dt
=
1 −CC
cmax
k −α88
CC −(α89TC + α87AB)CC + p
(8) (8) Sensitivity analysis
d
d In order to understand which parameter may be consid-
ered fundamental in this process, it is significant to inves-
tigate the sensitivity of the model to the alteration of the
parameters. Choosing a parameter in a suitable range
while retaining fixed the others, represents the classical
way to do sensitivity analysis. This methodology clearly
owns limitations i.e., results are strongly bounded to the
values of fixed parameters, and different sets of values for
the fixed parameters may entitle completely different
results. Cytotoxic T cells During the in vivo experiment, biological dynamics is
observed in time slices that are not smaller than eight
hours. For this reason, we set the simulation time step
equal to (Δ(t) = 8 hrs). This biological motivation also
determined the SimTriplex time-step. The choice of the
physical time-step allows to compare the results of the
two models. Both models are supposed to simulate the
dynamics of entities inside a volume of 1μl, which corre-
sponds to a small portion of mammary gland of mice. Cytotoxic T cells priming (TC) depends mainly on vac-
cine cells (VC). Vaccine cells are engineered with allo-
geneic major histocompatibility class I complex in order
to easier presentation (term g91VC). Duplication is
instead indirectly stimulated by T helper cells through
the release of interleukin 2 (term α96(
IL2
IL2+s96 )TC)). Nat-
ural death is modeled with the term -μ9TC. dTC
dt
= γ91VC + α96
IL2
IL2 + s96
TC −μ9TC
(9) (9) Antigen presenting cells With the term antigen presenting cells we indicate a class
of different types of cells, such as dendritic cells, macro-
phages, but also B cells, whose focal mission is to recognize,
capture, and process antigens in order to present small
antigenic sequences named peptides in conjunction with
MHC class molecules to both cytotoxic and helper T cells. Antigen Presenting cells (APC) are then depending on
the quantity of the antigens that have been released
(term g02TAA), and can die (term -μ0APC). Partial rank correlated coefficients (PRCC) [25] is a sta-
tistical approach used to bypass the above mentioned
limitations. It works by calculating the partial correlation
on rank-transformed data between input (model para-
meters) and output (entities behaviors). Such a technique
does not depend on the values of fixed parameters and
permits to vary all the parameters at the same time,
allowing to study the influence of input parameters on
the model outcomes. Nevertheless the methodology can
be in principle easily applied and used with any kind of
continuous or discrete model. Antigen presenting cells dAPC
dt
= γ02TAA −μ0APC
(10) (10) We thus designed the following set of ten non linear
ODEs that is able to model the considered system of
cell populations and interactions: ⎧
⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎨
⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎩
dVC
dt = kin(t, q) −μ1VC −(α19TC + α17AB) VC
dTAA
dt
= γ21(α19TC + α17AB + μ1)VC + γ28(α88 + α89TC + α87AB)CC+
−(μ2 + α20APC + α27AB)TAA
dB
dt = γ34TH + α36
IL2
IL2+s3
B −μ3B
dTH
dt
= γ40APC + α46
IL2
IL2+s1
TH + α45
IL2
IL2+s2
TH −μ4TH
dIL12
dt
= γ51(α19TC + α17AB + μ1)VC −(α54TH + α59TC + μ5)IL12
dIL2
dt
= γ64TH −(α63B + α69TC)IL2 −μ6IL2
dAB
dt = γ73B −[α78CC + α71VC + α72TAA]AB −μ7AB
dCC
dt =
1 −
cc
cmax
k −α88
CC −(α89TC + α87AB) CC + p
dTC
dt = γ91VC + α96
IL2
IL2+s96
TC −μ9TC
dAPC
dt
= γ02TAA −μ0APC ⎧
⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎨
⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎪⎩
dVC
dt = kin(t, q) −μ1VC −(α19TC + α17AB) VC
dTAA
dt
= γ21(α19TC + α17AB + μ1)VC + γ28(α88 + α89TC + α87AB)CC+
−(μ2 + α20APC + α27AB)TAA
dB
dt = γ34TH + α36
IL2
IL2+s3
B −μ3B
dTH
dt
= γ40APC + α46
IL2
IL2+s1
TH + α45
IL2
IL2+s2
TH −μ4TH
dIL12
dt
= γ51(α19TC + α17AB + μ1)VC −(α54TH + α59TC + μ5)IL12
dIL2
dt
= γ64TH −(α63B + α69TC)IL2 −μ6IL2
dAB
dt = γ73B −[α78CC + α71VC + α72TAA]AB −μ7AB
dCC
dt =
1 −
cc
cmax
k −α88
CC −(α89TC + α87AB) CC + p
dTC
dt = γ91VC + α96
IL2
IL2+s96
TC −μ9TC
dAPC
dt
= γ02TAA −μ0APC The methodology we used to perform sensitivity analysis
(LHS-PRCC) is briefly described as follows. The interested
reader can found more information about the methodol-
ogy in [26]. Parameters space is initially sampled using a
Monte-Carlo technique. In this case we use a technique
named Latin-Hypercube-Sampling (LHS) [27]. The techni-
que divides the random parameter distributions into N Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 8 of 15 (where N represents the chosen sample size) equal prob-
ability intervals that are then sampled. Antigen presenting cells The choice for N
h
ld b
t l
t k
1
h
k i th
b
f
After sampling an LHS matrix X of sampled parameters
is built. Each row represents an unique set of variables
f
th
d l
l d
ith
t
l
t
Table 2 Model parameters
Param
Description
Value(estimate)
Ref
μ1
VC (VC) death rate
ln(2) = 9
In vivo
a19
VC killing rate by TC cells (TC) (killing)
0.001
Estimated
a17
VC killing rate by AB (AB) molecules (killing)
0.001
Estimated
q
No. Antigen presenting cells of cancer cells to inject at every vaccine administration
50
SimTriplex
g21
released TAA (TAA) rate by killed VC
3
Estimated
g28
released TAA rate by killed CC (CC)
3
Estimated
μ2
TAA natural degradation rate
ln(2) = 9
In vivo
a20
Binding rate between TAA and APC cells
0.0005
Estimated
a27
Binding rate between TAA and AB (IC formation)
0.00001
Estimated
g34
plasma B cells (B) activation rate by TH cells (TH)
0.05
Estimated
a36
B stimulation rate by IL2 (IL2)
0.0035
Estimated
s3
B duplication stimulation threshold due to IL2
400
Estimated
μ3
B cells natural death rate (half life)
ln(2) = 15
[32]
g40
TH cells (TH) activation rate by APC (APC) cells
0.15
Estimated
a46
TH cells stimulation rate by IL2 (IL2) (duplication)
0.009
Estimated
s1
duplication stimulation threshold due to IL2
1000
Estimated
a45
TH cells cells stimulation rate by (IL12) IL12 (duplication)
0.009
Estimated
s2
duplication stimulation threshold due to IL12
1000
Estimated
μ4
TH cells natural death rate (half life)
ln(2) = 15
Estimated
g51
IL12 molecules release rate by VC
10
SimTriplex
a54
absorbed IL12 rate by TH cells for mitotic signals
0.00009
Estimated
a59
absorbed IL12 rate by TC cells for mitotic signals
0.001
Estimated
μ5
IL12 molecules natural degradation rate
ln(2) = 9
[33]
g64
IL2 release rate by TH
5
Estimated
a63
absorbed IL2 rate by B cells for mitotic signals
0.0001
Estimated
a69
absorbed IL2 rate by TC cells for mitotic signals
0.0001
Estimated
μ6
IL2 molecules natural degradation rate
ln(2) = 3
Estimated
g73
Released AB molecules rate by B cells
3
SimTriplex
a78
AB - CC binding rate
0.0001
Estimated
a71
AB - VC binding rate
0.001
Estimated
a72
AB - TAA binding rate (IC formation)
= a72
-
μ7
AB natural degradation rate
ln(2) = 7
[34]
cmax
CC (CC) growth saturation threshold
107
Estimated
k
CC duplication rate
0.0226
SimTriplex
p
No. Antigen presenting cells of newborn CC due to transgenic nature of mice
3
SimTriplex
a88
CC death rate due to other IS entities
0.0000001176
Estimated
a89
CC killing rate by TC cells
0.00004
Estimated
a87
CC killing rate by AB
0.00004
Estimated
g91
TC cells activation rate by VC
0.2
Estimated
a96
TC cells duplication rate due to IL2
0.05
Estimated
s96
duplication stimulation threshold thanks to IL2
400
Estimated
μ9
TC cells natural death rate
ln(2) = 21
[35]
g02
APC (APC) activation rate due to TAA (TAA)
0.07
Estimated
μ0
APC natural death rate
ln(2)/15
[36] Table 2 Model parameters (where N represents the chosen sample size) equal prob-
ability intervals that are then sampled. The choice for N
should be at least k + 1, where k is the number of para-
meters varied, but usually much larger to ensure accuracy. In our trials we set N = 1000. (where N represents the chosen sample size) equal prob-
ability intervals that are then sampled. The choice for N
should be at least k + 1, where k is the number of para-
meters varied, but usually much larger to ensure accuracy. In our trials we set N = 1000. After sampling an LHS matrix X of sampled parameters
is built. Each row represents an unique set of variables
for the model sampled without replacement. The model is then solved for each row of X, and the
model output values are stored into an output matrix Y. Page 9 of 15 Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Each matrix is then rank-transformed (XR and YR). X and Y can be used to calculate the Pearson correlation
coefficient. XR and YR can be used to calculate the
Spearman or rank correlation coefficient (RCC) and the
partial rank correlation coefficient (PRCC). stop the simulation and, therefore, to consider a mouse
as dead if the total number of cancer cells reached 105
cells. Over such a threshold the formation of carcinoma
in situ can be considered an inevitable circumstance. Since in vivo experiments demonstrated that the vaccine
progressively loses its efficacy when such an event
occurs [21], this threshold represents a point of no
return that halves between survival and death. Antigen presenting cells PRCC between an input parameter xj Î XR, j ≤k and
output y Î YR is then computed by considering the resi-
duals xj −ˆxj and y −ˆy where ˆxj and ˆy are given by the
following regression models: Carcinoma in situ formation entitles a lot of different
processes such as formation of physical barriers around
the tumor mass and vascularization processes that are
not described at this stage, even because this goes
beyond the scope of the model. This means that both
the ODE-based model and the SimTriplex models can-
not be considered accurate in describing the in vivo
experiment if the cancer cells threshold is overcome. Therefore the numerical simulations presented here
refer to interactions where the number of cells do not
go beyond this threshold. ˆxj = c0 +
k
p=1,p̸=j
cpxp
and ˆy = b0 +
k
p=1,p̸=j
bpxp Results and discussion The outcome of the in vivo experiment has been mainly
represented by the mice tumor-free survivals, and the
Kaplan Meier survival curves [4] for each mice group
treated with a given vaccination protocol have been
built accordingly (see Figure 3). As previously stated, the success of failure of a treat-
ment has been determined mainly by the survival rates
of the mice involved in the experiment. Even if some
measurements were made during the in vivo experi-
ment, it was not possible to keep track of the time One of the first problems in modeling the process was
to determine how to translate the biological concept of
death in mathematical/computational terms. When
developing the SimTriplex model, it has been decided to Figure 3 Kaplan-Meier survival curves. Kaplan-Meier survival curves given by the in vivo experiment for the Untreated (red circles), Early
(purple triangles) and Chronic (blue squares) vaccination protocols. Figure 3 Kaplan-Meier survival curves. Kaplan-Meier survival curves given by the in vivo experiment for the Untreated (red circles), Early
(purple triangles) and Chronic (blue squares) vaccination protocols. Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 10 of 15 Page 10 of 15 silico mice survivals for all vaccine protocols tested were
in good agreement with mean survivals showed in in
vivo experiment. evolution of the involved entities. Such measurements
are not possible in vivo experiments, or can be achieved
just partially in vitro for multiple reasons, i.e. it is not
possible to do the measure too frequently due to wet-
lab requirements, it is not possible to take the measure
at present time with current technology, or simply
because the measure entitles the need to kill the host. Since the biological behavior of the involved entities
may change in a consistent manner even from mouse to
mouse, we mainly focused in qualitatively analyzing can-
cer cells behaviors and the response times of the princi-
pal outcomes of immune response, i.e. antibodies and
cytotoxic T cells behaviors for the Chronic, Early and
Untreated protocols. One of SimTriplex main features is represented by the
possibility of simulating different individuals. Tuning of
free parameters has been executed in order to reproduce
the same population survival curves for the vaccination
protocols tested in vivo [5]. Results and discussion Moreover, during its tuning
phase, SimTriplex entities behaviors have been accu-
rately checked by biologists in order to verify that they
were qualitatively in line with both biologists assump-
tions and last immunological knowledge. The use of
SimTriplex as a predictive tool, in conjunction with var-
ious optimization techniques [28-30], to find better vac-
cination protocols showed indeed that it represented a
good approximation of the in vivo experiment [23], and
therefore can be used to substitute missing in vivo data. In Figure 4 we compare the number of cancer cells
(CC) behavior for the three protocols. As the Figure 4
shows, there is a slight delay between SimTriplex and
the ODE model curves for both Chronic and Early
protocols, whereas the Untreated protocol exhibits
negligible difference, since both models use the same
parameters for the growth law. Such a delay remains
in line with in vivo experiment expectations. Indeed
the behaviors are qualitatively in agreement, suggesting
that the cancer cells dynamics is well described by the
ODE model. The Chronic protocol (see Figure 4, left
panel) plot suggests that after an initial growth phase,
cancer cells are kept under control from the immune
system thanks to the repeated administration of the
vaccine. Bearing all the above in mind, we initially checked
that the mathematical model mice survivals for all the
tested vaccine protocols were in tune with mean survi-
vals showed in the in vivo experiment, obtaining a good
agreement between the two experiments. For the miss-
ing in vivo data, mainly represented by entities time-
behaviors, we compared ODE behaviors obtained
numerically with the ones obtained by SimTriplex, high-
lighting similarities and differences. The above behavior does not happen in the Early case
(see Figure 4, center panel), where the vaccination pro-
tocol is only able to delay the development of the can-
cer, and the threshold on the number of cancer cells
that entitles high risks of carcinoma in situ is reached at
around at 44 weeks of age in SimTriplex, and at 47
weeks in the ODE model. In in vivo experiments the
middle of the Kaplan Meyer survival curve for the early
protocol is reached approximately at 52 weeks of age
[4], with carcinoma in situ formation between 5 to 9
weeks earlier. We would note here that, in order to compare the
results, we looked in SimTriplex for “mean virtual
mouse”, i.e. Results and discussion Moreover the cytotoxic T cells peaks observed in Sim-
Triplex for both the Chronic and Early protocols (see
Figure 5, left and center panels) are a lot higher than
those showed by the ODE model. In in vivo experiments
it was observed that antibodies covered a major role in
eradicating the tumor, whereas cytotoxic activity was
estimated to be of secondary importance [23]. So from
this point of view the ODE model may indeed be more
accurate in describing this aspect of the immune
response. From the LHS-PRCC analysis we found that 15 para-
meters that correlated significantly with the number of
cancer cells. For some parameters a negative or positive
correlation was somewhat expected, for example it is tri-
vial to observe that the dead rate and the activation rate
of APC (μ0 and g02) positively and negatively correlate
with cancer cells behavior, respectively (see Figure 7). The time correlation of some parameters indeed brings
out some interesting findings we show as follows. p
Finally we analyze the number of antibodies (AB)
behavior in Figure 6. The untreated plots (see Figure 6,
right panel) are practically flat for both the simulations
and show negligible difference. Only at the end of the
experiment SimTriplex plots show the appearing of anti-
bodies. This may be due to the presence in SimTriplex
of Natural killer cells that are able to kill cancer cells
which under-express the MHC molecules, giving rise to
a week response at late stages. For the Chronic and
Early protocols (Figure 6, left and center), the antibodies
time-behavior is very similar, but with higher AB peaks
in the ODE model than those observed in SimTriplex
simulations. This can be seen as a consequence of the
weaker cytotoxic immune response observed in the
ODE model which requires, in accord with in vivo The first interesting finding is related to the mechanisms
driving the immune response against the tumor. The cyto-
toxic immune response against the tumor is influenced by
parameters such as g91 which represents the vaccine cells
killing rate and a89 which represents the cancer cells kill-
ing rate by cytotoxic T cells. By taking a look at g91 and
a89 (Figure 8) PRCC time plots it is possible to observe
that the two parameters show a strong negative correlation
just at the beginning of the experiment. Results and discussion a mouse whose death occurs near the middle
of the Kaplan Meier curves for the tested protocols. The ODE model demonstrated able to reproduce the
available in vivo experimental data, in particular the in Figure 4 Number of cancer cells (CC) behaviors for the Chronic, Early and Untreated protocols. Blue solid lines identify SimTriplex
simulations, red dashed lines the ODE model numerical results. Plots are presented on a log-scale to improve comparison. Figure 4 Number of cancer cells (CC) behaviors for the Chronic, Early and Untreated protocols. Blue solid lines identify SimTriplex
simulations, red dashed lines the ODE model numerical results. Plots are presented on a log-scale to improve comparison. Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 11 of 15 Page 11 of 15 observations, a stronger humoral immune response in
order to deplete the tumor. The number of cytotoxic T cells (TC) behavior is
shown in Figure 5. The untreated plot (see Figure 5,
right panel) is flat for both the models since in absence
of vaccination there is no cytotoxic T activation. Even in
this case we observe that the ODE model plots for the
Chronic and Early vaccine protocols are a little bit
delayed with respect to the SimTriplex plots, even if
they remain in the expected range of the in vivo experi-
ment. This could partially justify the delays observed in
the cancer cells plots for the ODE plots (see Figure 4,
left and center panels). We used PRCC to analize the effects of the most
important input parameters which influence more the
behavior of Cancer Cells. We plotted for these entities
the PRCCs over the entire time course of the experiment
to how the parameters sensitivity varies as the process
behavior advances. The analysis has been executed by
supposing that the administration of the vaccine follows
the Chronic protocol. In this way it is possible to study
which mechanisms mainly drive the immune response
against cancer cells and which parameters should be
tweaked in vivo in order to obtain a strong immune
response with the minimal effort. To this end we kept
constant the parameter related to the quantity of injected
vaccine cells (q) and the parameters related to the tumor
growth (k, p, cmax). Results and discussion The correlation
becomes weaker and weaker as time goes on, becoming Figure 5 Number of cytotoxic T cells (TC) behaviors for the Chronic, Early and Untreated protocols. Blue solid lines identify SimTriplex
simulations, red dashed lines the ODE model numerical results. Figure 5 Number of cytotoxic T cells (TC) behaviors for the Chronic, Early and Untreated protocols. Blue solid lines identify SimTriplex
simulations, red dashed lines the ODE model numerical results. Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 12 of 15 Figure 6 Number of antibodies (AB) behaviors for the Chronic, Early and Untreated protocols. Blue solid lines identify SimTriplex
simulations, red dashed lines the ODE model numerical results. Figure 6 Number of antibodies (AB) behaviors for the Chronic, Early and Untreated protocols. Blue solid lines identify SimTriplex
simulations, red dashed lines the ODE model numerical results. totally not significative starting from (around) day 160. The humoral immune response instead is driven by para-
meters such as g73 which represents the antibodies release
rate and a87 which represents the cancer cells killing rate
by antibodies. These parameters show a strong negative
correlation which grows fast and lasts up to the end of the
experiment (see Figure 9). This means that after an initial
stage needed to start the immune response, variations of
cytotoxic T cells related parameters do not influence can-
cer cells behavior, thus suggesting how cytotoxic T cells
are not fundamental for the complete eradication of the
Tumor, which is instead strongly correlated with humoral
immune response related parameters for all the time
length of the experiment. This fact confirms the observa-
tion made by Palladini et. Al. [23], where in vivo observations showed that the immune response against
the tumor was mainly driven by antibodies. totally not significative starting from (around) day 160. The humoral immune response instead is driven by para-
meters such as g73 which represents the antibodies release
rate and a87 which represents the cancer cells killing rate
by antibodies. These parameters show a strong negative
correlation which grows fast and lasts up to the end of the
experiment (see Figure 9). Results and discussion This means that after an initial
stage needed to start the immune response, variations of
cytotoxic T cells related parameters do not influence can-
cer cells behavior, thus suggesting how cytotoxic T cells
are not fundamental for the complete eradication of the
Tumor, which is instead strongly correlated with humoral
immune response related parameters for all the time
length of the experiment. This fact confirms the observa-
tion made by Palladini et. Al. [23], where in vivo Another interesting finding can be derived by taking a
look at g21 and a72 PRCC time plots (see Figure 10). The
g21 parameter represents the antigens release rate by vac-
cine cells whereas the a72 parameter represents the rate
of interaction between antibodies and antigens which
brings to the formation of immune-complexes. The g21
plot clearly shows a negative correlation with the number
of cancer cells. However it is interesting to observe that
this correlation becomes weaker at the end of the experi-
ment when the vaccine protocol is used to maintain
under control the number of cancer cells, thus suggesting
that the role of antigens becomes less important at the
end of the experiment. In addition the a72 PRCC plot Figure 7 μ0 and g02 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. Figure 7 μ0 and g02 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. CC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
CC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
hown in gray Figure 7 μ0 and g02 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. Bianca et al. Results and discussion BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 13 of 15 Figure 8 g91 and a89 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. Figure 8 g91 and a89 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. shows a positive correlation with the number of cancer
cells, suggesting that a higher interaction rate between
antibodies and antigens negatively influences the effects
of the treatment. This becomes more evident at the end
of the experiment (just around day 300) when the last 4
vaccination cycles are administered. Every vaccination
cycle seems to reinforce the correlation between the
input and the output parameters, affecting negatively the
immune response. This can be explained by the fact an
higher interaction rate between antibodies and antigens
would entitle that more antibodies are recruited in bind-
ing antigens, and then fewer antibodies (which as discussed earlier play a major role in the immune system
response against the tumor) are employed in killing can-
cer cells. When the number of cancer cells is kept under
control, antigens may enter in competition with cancer
cells and may negatively influencing the immune
response. From the sensitivity analysis we can conclude
that the antigenic administration should be then stronger
during the first phases of the immune response, and then
reduced once the humoral immune response is well
established in order to reduce the risk that too many
antibodies are involved in binding antigens instead can-
cer cells. This model speculation is in line with the Figure 9 g73 and a87 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. Figure 9 g73 and a87 PRCC time plots. Conclusions The mathematical model proposed in this paper is based
on nonlinear ordinary differential equations. The model
simulates the competition between the immune system
and the mammary carcinoma under the action of an
external force field (the vaccine). Three different proto-
cols of the vaccine have been taken into account:
Untreated, Early, and Chronic. The biological role of vac-
cine cells, cancer cells, tumor associated antigens, plasma
B cells, thymus cytotoxic lymphocytes, thymus helper
lymphocytes, antibodies, interleukins 2 and 12, and anti-
gen presenting cells has been taken into account. These results are certainly useful to research activity in
immunology addressed to improve the efficacy of the treat-
ment and to modulate the activation of the immune system
in order to prevent side effects such as autoimmune dis-
eases. Of course, different choices of initial conditions and
of the parameters may modify the competition dynamics. We plan to investigate the optimal protocol using
mathematical tecniques which are currently under inves-
tigation. Results will be pubblished in due course. Numerical simulations of the model have been per-
formed for different vaccination protocols and results
were compared with a previously developed multi-agent
model, called SimTriplex. For the tested vaccination pro-
tocols, the ODE-based model is able to qualitatively repro-
duce the time evolution not only for the number of cancer
cells, but also for antibodies and cytotoxic T cells, main
outcomes of humoral and cell mediated immune
responses. From a quantitative point of view the mathema-
tical model showed, respectively, a weaker and a stronger
immune response of cytotoxic T cells and antibodies with
respect to the SimTripex model, showing indeed better
agreement with the in vivo observations and speculations. Results and discussion Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. Figure 9 g73 and a87 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. Bianca et al. BMC Bioinformatics 2012, 13(Suppl 17):S21
http://www.biomedcentral.com/1471-2105/13/S17/S21 Page 14 of 15 Figure 10 g21 and a72 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. Figure 10 g21 and a72 PRCC time plots. Partial Rank Correlated Coefficients are computed on the number of cancer cells (CC), and are plotted
over time (blue lines). PRCC plot of Dummy parameter (red lines) is presented for comparison. The plot portions where the correlation becomes
significant (p <0.01) are shown in gray. biological effect of high antigen stimulation that usually
suppresses the immune response [31]. some cases may negatively influence the immune
response. It is then possible to conclude that a reduction
of the intensity of vaccine administrations in later stages,
when the immune response is already set, is advisable. This has been also highlighted in [8], where an ABM
model developed to illustrate the effects of the same
vaccine in cancer immunotherapy, suggested to apply
the golden standard vaccination procedure (initial boost
followed by sparse recalls) also to cancer vaccines. g
The first author was partially supported by the FIRB project-RBID08PP3J-
Metodi matematici e relativi strumenti per la modellizzazione e la
simulazione della formazione di tumori, competizione con il sistema
immunitario, e conseguenti suggerimenti terapeutici. The research was also
partially supported by the INDAM-GNFM-Young Researchers Project-prot.
n.43-Mathematical Modelling for the Cancer-Immune System Competition
Elicited by a Vaccine and by University of Catania under PRA grant.
The authors would like to thank Prof. P.L. Lollini and coworkers for supplying
data and Prof. S. Motta for useful discussions. Additional material Additional File 1: Additional File 1 – On the coupling of differential
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1 1Dipartimento di Scienze Matematiche, Politecnico di Torino, Torino, Italy. 2Dipartimento di Ingegneria Informatica e delle Telecomunicazioni,
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Università di Catania, Catania, Italy. 4Dipartimento di Matematica e
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Supplement 17, 2012: Eleventh International Conference on Bioinformatics
(InCoB2012): Bioinformatics. The full contents of the supplement are
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Metodi matematici e relativi strumenti per la modellizzazione e la
simulazione della formazione di tumori, competizione con il sistema
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partially supported by the INDAM-GNFM-Young Researchers Project-prot. n.43-Mathematical Modelling for the Cancer-Immune System Competition
Elicited by a Vaccine and by University of Catania under PRA grant. The authors would like to thank Prof. P.L. Lollini and coworkers for supplying
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confirmed the major role of humoral immune response
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35. Pardoll D: T cells take aim at cancer. PNAS 2002, 99(25):15840-15842. 36. Zehn D, Cohen CJ, Reiter Y, Walden P: Extended presentation of specific
MHC-peptide complexes by mature dendritic cells compared to other
types of antigen-presenting cells. European Journal of Immunology 2004,
34(6):1551-1560. 10. Pappalardo F, Forero IM, Pennisi M, Palazon A, Melero I, Motta S: Simb16:
Modeling induced immune system response against B16-melanoma. PLoS ONE 2011, 6(10), art. no. e26523. 11. Eftimie R, Bramson JL, Earn DJD: Interactions between the immune
system and cancer: A brief review of non-spatial mathematical models. Bull Math Biol 2011, 73:2-32. doi:10.1186/1471-2105-13-S17-S21
Cite this article as: Bianca et al.: Mathematical modeling of the immune
system recognition to mammary carcinoma antigen. BMC Bioinformatics
2012 13(Suppl 17):S21. 12. Baker CTH, Bocharov GA, Paul CAH: Mathematical modelling of the
interleukin-2 T-cell system:A comparative study of approaches based on 12. Baker CTH, Bocharov GA, Paul CAH: Mathematical modelling of the
interleukin-2 T-cell system:A comparative study of approaches based on
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Resiniferatoxin for detrusor instability refractory to anticholinergics
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International Braz J Urol
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RESINIFERATOX
Urological Neurology
International Braz J Urol
Official Journal of the Brazilian Society of Urology RESINIFERATOX
Urological Neurology
International Braz J Urol
Official Journal of the Brazilian Society of Urology RESINIFERATOX
Urological Neurology
International Braz J Urol
Official Journal of the Brazilian Society of Urology Vol. 30 (1): 53-58, January - February, 2004 Division of Urology, State University of Campinas, UNICAMP, Campinas, São Paulo, Brazil Division of Urology, State University of Campinas, UNICAMP, Campinas, São Paulo, Bra ABSTRACT Purpose: We have evaluated the clinical and urodynamic effects of intravesical instillation of
resiniferatoxin in patients with idiopathic detrusor instability refractory to anticholinergics. Materials and Methods: There were 30 women, median age 56 years old with detrusor insta-
bility for over 6 months and a history of anticholinergic use with no response or intolerable collateral
effects. A 50 nM solution of resiniferatoxin was prepared for intravesical instillation. All patients
were evaluated for urinary symptoms, as well as for urodynamic assessments before and 30 days after
instillation. Tolerability was analyzed during the instillation. Results: A clinical improvement was observed in 30% of the patients with urinary urgency
and in 33% of the patients with urge-incontinence. The mean maximum cystometric capacity before
application was 303.9 ± 78.9 and after application 341 ± 84.6. No significant difference was observed
(p = 0.585). The mean maximum amplitude of the contractions diminished from 47.86 ± 29.64 to
38.72 ± 30.77 (p = 0.002). Conclusions: Resiniferatoxin, in this concentration, proved to be useful in a small percent-
age of patients regarding clinical detrusor instability. Maximum amplitude of the involuntary contrac-
tions was significantly reduced and in 33% patients the involuntary contractions disappeared. Further
studies with different concentrations are recommended. Key words: bladder; urodynamics; urination disorders; bladder instillations; toxins
Int Braz J Urol. 2004; 30: 53-8 RESINIFERATOXIN FOR DETRUSOR INSTABILITY RESINIFERATOXIN FOR DETRUSOR INSTABILITY required volumes in the following manner: 9.5 mL of
pure ethanol, 90 mL of 0.9% saline solution and 0.5
mL of RTX, producing a 50 nM solution in 10% etha-
nol using the saline solution as a vehicle. This solu-
tion was prepared just before each instillation. A 14F
Foley catheter was used for intravesical instillation
of the medication and left in the bladder for 30 min-
utes. Patients were asked about pain and the intensity
of these symptoms was analyzed using a visual ana-
logical scale. Zero meaning no discomfort and 10 in-
dicating unbearable sensation. mediated micturition reflex, since lidocaine instilla-
tion reduces these contractions (9). Lidocaine is a
potent C fiber inhibitor and less potent in the case of
A delta fibers. As this anesthetic improves involun-
tary contractions in patients with detrusor instability,
it has been suggested that this type of nerve fiber con-
tributes to the etiology of this disease (9). RTX was effective in reducing the frequency,
urgency and incontinence episodes in patients with
detrusor hyperreflexia. As it did not produce anatomic
dysreflexia episodes in spinal cord trauma patients,
it proved to be a good alternative in such patients
(10,11). Since RTX has been successfully used in
patients with detrusor hyperreflexia, it could also be
effective in the treatment of detrusor instability. All patients were asked about urinary symp-
toms on the 30th day following the instillation. Cystometry was performed before and 30
days after RTX instillation. The same researcher per-
formed all the urodynamic tests. A double lumen 8F
catheter (one lumen for saline infusion rate of 50 mL/
min and other to measure the intravesical pressure)
and a 4F rectal catheter-balloon to measure abdomi-
nal pressure were used. MATERIALS AND METHODS A prospective cohort study was conducted
comprising 30 women, median age 56 years-old (age
range 24 to 88) with urodynamic proven detrusor in-
stability for more than 6 months and unsuccessful use
of anticholinergics for at least 40 days or severe col-
lateral effects. All the patients underwent urine test
to rule out urinary tract infection. This study received
the approval of the Hospital Ethics Committee for
research in humans. The cystometric parameters evaluated were
maximum cystometric capacity, maximum ampli-
tude of the involuntary contractions and the pres-
ence of urgency or urinary leakage during these
contractions. The influence of intravesical instillation of
RTX was accessed by comparing the results of the
various parameters utilizing McNemar’s test and the
Wilcoxon rank sum test for non-parametric samples. P < 0.05 was considered statistically significant. All patients underwent a work-up for DI that
included history and physical examination, so that
patients with neurological, cardiovascular, renal, he-
patic and psychiatric disorders as well as those pa-
tients with malignant diseases or pregnant patients
could be excluded from the study. INTRODUCTION tus found in Morocco, presents pharmacological ac-
tivity in detrusor instability. It is known as
resiniferatoxin (RTX), an analogue of capsaicin but
a thousand times more potent (6). RTX seems to in-
terfere in the non-myelinized C fibers responsible for
the micturition reflex in patients with medullar le-
sions. It has very little effect on the myelinized delta
A fibers present in the pelvis and responsible for trans-
mitting sensorial information to the encephalic cen-
ter in normal individuals (7). RTX has a homovanylic
ring in its structure its biological activity is able to
treat some lower urinary tract functional disorders
(8). Lastly, evidence exists indicating that involun-
tary detrusor contractions also depend on C fiber Detrusor instability (DI) is responsible for
lower urinary tract symptoms and it is characterized
by involuntary contractions of the detrusor during the
filling phase of the bladder, during urodynamic as-
sessment (1). These contractions have been attributed
to neurogenic (2,3) or myogenic (4) alterations and,
recently, the focus has been on C sensory fibers (2)
and atropine (3) resistant parasympathetic transmit-
ters. Anticholinergics have been used as first line treat-
ment, despite the side effects (5). Recently, experi-
mental studies have demonstrated that a substance
isolated from the euphorbia species, a common cac- 53 RESINIFERATOXIN FOR DETRUSOR INSTABILITY RESINIFERATOXIN FOR DETRUSOR INSTABILITY Table 2 – Resiniferatoxin effect on urgency. Urgency
Before
%
After
%
No
3
10
12
40
Yes
27
90
18
60
Total
30
100
30 100
p = 0.0077 Table 2 – Resiniferatoxin effect on urgency. tions before and after treatment. The mean pre-instil-
lation was 47.86 ± 29.64 cm H2O and post instilla-
tion was 28.72 ± 30.77 cm H2O (p = 0.0002). The
mean reduction was 40%. In 33.33% the involuntary
contractions disappeared. The histograms of Figure-2 demonstrate the
distribution of contraction amplitude before and af-
ter RTX. DISCUSSION Urgency was present in 90% of the patients,
and decrease to 60% after RTX instillation (Table-
2). Resiniferatoxin is a potent agonist of type 1
vanilloid receptors in rats and humans (12). These
receptors are localized on the dorsal ganglionar neu-
rons (12). A study has demonstrated that the increase
in bladder volume triggered the first contraction due
to the attachment of RTX to the type 1 receptors in
the C fibers (7). However, it is not known if desensi-
tization or degeneration of the nerve endings of the
bladder wall occurs. It was suggested that the C fi-
bers were more responsible than the A delta fibers
for the involuntary contractions. In normal individu-
als, desensitization of these fibers does not provoke
any reaction (10), but finding out why sensorial in-
formation becomes preponderant in the C fibers may
explain the physiopathology of idiopathic detrusor
instability. The increased sensorial information in the
C fibers could be provoked by the liberation of ex-
cessive bladder NGF (nerve growth factor) (13) mus-
culature, also observed in infravesical obstruction. Although this study suggests the involvement of C
fibers in the etiology of bladder instability, the exist-
ence of other abnormalities cannot be ignored, espe-
cially because the same improvement was not ob-
served in the present study. The fact that the patients
were extremely refractory to any type of treatment or
presented bad results with any kind of proposed medi- Urge-incontinence was present in 83.33% of
the patients, and decrease to 50% after RTX instilla-
tion (Table-3). Resiniferatoxin instillation produced no sig-
nificant changes in nocturia and enuresis. Supra-pubic pain also did not improve sig-
nificantly because 60% reported pain before treatment
and 46.67% after treatment (p = 0.134). The
urodynamic examination before and after RTX treat-
ment did not demonstrate significant alterations of
urinary leakage during involuntary contractions (p =
0.077). Despite the fact, no statistically significant
difference regarding maximum cystometric capacity
was noted (p = 0.585), this finding may be related to
the fact that 6 patients presented reduction in bladder
capacity post RTX instillation. The histograms in Figure-1 demonstrate the
distribution of the patients before and after RTX in-
stillation for maximum cystometric capacity. The mean maximum cystometric capacity
pre-instillation was 303.9 ± 78.9 and post instillation
341 ± 84.6. There were significant differences between
the maximum amplitude of the involuntary contrac- Table 3– Resiniferatoxin effect on urge-incontinence. RESULTS No significant difference was observed in
urinary frequency after treatment. Nevertheless, in 3
cases, the condition worsened and an improvement
was observed in 5 cases (Table-1). RTX was supplied in 1 mg packages by Sigma
Company. They were diluted into 10 µM stock solu-
tions in pure ethanol and conserved in dark flasks at
4°C. This solution was then utilized to prepare the Table 1 – Resiniferatoxin effect on urinary frequency. Frequency
Before
%
After
%
Once / 3 to 5 hours
8
26.66
12
40
Once / 2 hours
11
36.67
8
26.67
More than once/ 2 hours
11
36.67
10
33.33
Total
30 100
30
100
p = 0.207 Table 1 – Resiniferatoxin effect on urinary frequency. 54 REFERENCES 1. Abrams P, Blaivas JG, Stanton SL, Andersen JT: The
standardisation of terminology of lower urinary tract
function. The International Continence Society Com-
mittee on Standardisation of Terminology. Scand J Urol
Nephrol Suppl. 1988; 114: 5-19. 2. De Groat WC: A neurological basis for the overactive
bladder. Urology. 1997; 50 (suppl. 6A): 36-52. 3. O’Reilly B, Kosaka AH, Knight GF, Chang TK, Ford
AP, Rymer JM, et al.: P2X receptors and their role in
female idiopathic detrusor instability. J Urol. 2002;
167: 157-64. 4. Brading AF: A myogenic basis for the overactive blad-
der. Urology. 1997; 50 (suppl. 6A): 57-67. 5. Chapple CR: Muscarinic receptor antagonists in the
treatment of overactive bladder. Urology. 2000; 55
(suppl. 5A): 33-46. 6. Szallasi A, Blumberg PM: Resiniferatoxin and ana-
logs provide novel insights into the pharmacology
of the vanilloid receptor. Life Sci. 1990; 47: 1399-
408. 7. Silva C, Ribeiro MJ, Cruz F: The effect of intravesical
resiniferatoxin in patients with idiopathic detrusor in-
stability suggests that involuntary detrusor contractions
are triggered by C-fiber input. J Urol. 2002; 168: 575-
9. These authors reported that there were no
strong complaints during instillation and that the pain
score was 3 on the same analogical scale, similar to
the score in this study. Silva and collaborators (7)
performed the RTX instillation with urodynamic con-
trol to verify the alterations caused and the innumer-
ous phasic contractions of the detrusor that began
slowly and became more spaced out at the end of the
infusion. They reported that the RTX suppressed or
diminished the involuntary contractions. 8. Szallasi A, Conte B, Goso C, Blumber PM, Manzini
S: Vanilloid receptors in the urinary bladder: regional
distribution, localization on sensory nerves, and spe-
cies-related differences. Naunyn schmiedebergs arch
pharmacol [Multi]. 1993; 347: 624. 9. Yokoyama O, Komatsu K, Kodama K, Yotsuyanagi S,
Niikura S, Namiki M: Diagnostic value of intravesical
lidocaine for overactive bladder. J Urol. 2000; 164:
340-3. 10. Lazzeri M, Beneforti P, Turini D: Urodynamic effects
of intravesical resiniferatoxin in humans: preliminary
results in stable and unstable detrusor. J Urol. 1997;
158: 2093-6. RESINIFERATOXIN FOR DETRUSOR INSTABILITY RESINIFERATOXIN FOR DETRUSOR INSTABILITY 440 ± 130 mL during the first 30 days and 90 days. This increase was observed in 92% of a total of 11
women. The maximum cystometric capacity of the 11
patients (472 ± 139 mL) increased 30 days after instil-
lation, returning to a volume above the initial volume
(413 ± 153 mL) after 90 days. Our findings differ from
that data because there was no difference in maximum
cystometric capacity pre and post RTX. This may be
partly because 6 patients presented reduced capacity
after RTX. Silva’s et al. (7) results showed an improve-
ment in 91% of the incontinent patients, while in our
study improvement was observed in only 33% of the
patients, 30 days after instillation. The reason for these
different findings is probably that our patients had more
severe symptoms and were refractory to other treat-
ments. Silva et al (7) used RTX as first line treatment
in no refractory DI patients and this could be the rea-
son of such difference. The urinary frequency also dif-
fered, it was 9.7 ± 3.2 times a day after 30 days de-
creasing in relation to the previous frequency, while in
our study 73% of the patients reported that after instil-
lation they urinated at least once every 2 hours. The
urodynamic parameters in this present study did not
demonstrate the significant change observed in the
Silva’s et al (7) study, with the exception of the ampli-
tude of the involuntary contractions that decreased from
40 ± 28.86 to 28.72 ± 30.77 mL. This reduction was
noticed in 25 patients. Instillations were well tolerated with no interruption
due to pain or discomfort. Further studies are recom-
mended to access the role of RTX in this subset of
patients. DISCUSSION Urge-Incontinence
Before
%
After
%
No
5
16.67
15
50
Yes
25
83.33
15
50
Total
30 100
30
100
p = 0.0044 Table 3– Resiniferatoxin effect on urge-incontinence. 55 RESINIFERATOXIN FOR DETRUSOR INSTABILITY B
cation should obviously be taken into consideration. N
th l
ti l i
t
b
d
ith
There is only one study in literature using RTX
f
DI (7) I th t t d
50 M
l ti
f RTX
A
B
Figure 1 – Maximum cystometric capacity before (A) and after (B) resiniferatoxin instillation. A
Figure 2 – Maximum involuntary contractions before (A) and after (B) resiniferatoxin instillation. A
B
Figure 1 – Maximum cystometric capacity before (A) and after (B) resiniferatoxin instillation. B A B A A Figure 1 – Maximum cystometric capacity before (A) and after (B) resiniferatoxin instillation. B
A
Figure 2 – Maximum involuntary contractions before (A) and after (B) resiniferatoxin instillation. A B B B A Figure 2 – Maximum involuntary contractions before (A) and after (B) resiniferatoxin instillation. There is only one study in literature using RTX
for DI (7). In that study a 50 nM solution of RTX was
applied in 13 patients with DI and urodynamic were
performed at 30 and 90 days after instillation. The
maximum cystometric capacity and urinary volume at
the first involuntary contraction were measured after
instillation. The volume that triggered off the first con-
traction increased from a mean of 170 ± 109 mL to cation should obviously be taken into consideration. Nevertheless, partial improvement was observed with
RTX, which reduced symptoms of urgency in up to
30% of the patients. The reason for the long-term ef-
fect of RTX is still unknown, but may involve the
down-regulation mechanism of the C fiber receptors
and of neuropeptides such as substance P and CGRP
(14). cation should obviously be taken into consideration. Nevertheless, partial improvement was observed with
RTX, which reduced symptoms of urgency in up to
30% of the patients. The reason for the long-term ef-
fect of RTX is still unknown, but may involve the
down-regulation mechanism of the C fiber receptors
and of neuropeptides such as substance P and CGRP
(14). 56 Correspondence address:
Dr. Marcelo Thiel
Rua Barão de Jaguara, 601 / 122
Campinas, SP, 13015-001, Brazil
Fax: + 55 19 3233-6016
E-mail: thiel7@uol.com.br CONCLUSIONS Intravesical instillation of 50 nM RTX solu-
tion clinically improved a small percentage of pa-
tients. The maximum amplitude of the involuntary
contractions diminished significantly, and in 33%
patients the involuntary contractions disappeared. 11. Cruz F, Guimarães M, Silva C, Reis M: Supression of
bladder hyperreflexia by intravesical resiniferatoxin. Lancet. 1997; 350: 640-1. 12. Hayes P, Meadows HJ, Gunthorpe MJ, Harries MH,
Duckworth DM, Cairns W, et al.: Cloning and func- 57 RESINIFERATOXIN FOR DETRUSOR INSTABILITY tional expressions of a human orthologue of rat
vanilloid receptor-1. Pain. 2000; 88: 205-215. tional expressions of a human orthologue of rat
vanilloid receptor-1. Pain. 2000; 88: 205-215. 14. Avelino A, Cruz C, Nagy I, Cruz F: Vanilloid receptor
1 expression in the rat urinary tract. Neuroscience. 2002; 109: 787-98. 13. Steers WD: Rat: overview and innervation. Neurourol
Urodyn. 1994; 13: 97-118. 13. Steers WD: Rat: overview and innervation. Neurourol
Urodyn. 1994; 13: 97-118. Received: September 24, 2003
Accepted: October 20, 2003 Received: September 24, 2003
Accepted: October 20, 2003 Correspondence address:
Dr. Marcelo Thiel
Rua Barão de Jaguara, 601 / 122
Campinas, SP, 13015-001, Brazil
Fax: + 55 19 3233-6016
E-mail: thiel7@uol.com.br 58 58
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English
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Detecting Prolonged Stress in Real Life Using Wearable Biosensors and Ecological Momentary Assessments: Naturalistic Experimental Study
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JMIR. Journal of medical internet research/Journal of medical internet research
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cc-by
| 11,627
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Corresponding Author: p
g
Rayyan Tutunji, BA, MSc
Donders Institute for Brain, Cognition, and Behaviour
Radboud University Medical Center
Kapittelweg
Nijmegen, 6525EN
Netherlands
Phone: 31 36168494
Email: rayyan.tutunji@donders.ru.nl p
g
Rayyan Tutunji, BA, MSc
Donders Institute for Brain, Cognition, and Behaviour
Radboud University Medical Center
Kapittelweg
Nijmegen, 6525EN
Netherlands
Phone: 31 36168494
Email: rayyan.tutunji@donders.ru.nl Detecting Prolonged Stress in Real Life Using Wearable
Biosensors and Ecological Momentary Assessments: Naturalistic
Experimental Study Rayyan Tutunji1, BA, MSc; Nikos Kogias1, MSc; Bob Kapteijns1, MSc; Martin Krentz1, MSc; Florian Krause1, PhD;
Eliana Vassena1,2, PhD; Erno J Hermans1, PhD 1Donders Institute for Brain, Cognition, and Behaviour, Radboud University Medical Center, Nijmegen, Netherlands
2Behavioural Science Institute, Radboud University, Nijmegen, Netherlands JOURNAL OF MEDICAL INTERNET RESEARCH JOURNAL OF MEDICAL INTERNET RESEARCH Tutunji et al Original Paper J Med Internet Res 2023 | vol. 25 | e39995 | p. 1
(page number not for citation purposes) Abstract (J Med Internet Res 2023;25:e39995) doi: 10.2196/39995 (J Med Internet Res 2023;25:e39995) doi: 10.2196/39995 Abstract Background: Increasing efforts toward the prevention of stress-related mental disorders have created a need for unobtrusive
real-life monitoring of stress-related symptoms. Wearable devices have emerged as a possible solution to aid in this process, but
their use in real-life stress detection has not been systematically investigated. Objective: We aimed to determine the utility of ecological momentary assessments (EMA) and physiological arousal measured
through wearable devices in detecting ecologically relevant stress states. Methods: Using EMA combined with wearable biosensors for ecological physiological assessments (EPA), we investigated
the impact of an ecological stressor (ie, a high-stakes examination week) on physiological arousal and affect compared to a control
week without examinations in first-year medical and biomedical science students (51/83, 61.4% female). We first used generalized
linear mixed-effects models with maximal fitting approaches to investigate the impact of examination periods on subjective stress
exposure, mood, and physiological arousal. We then used machine learning models to investigate whether we could use EMA,
wearable biosensors, or the combination of both to classify momentary data (ie, beeps) as belonging to examination or control
weeks. We tested both individualized models using a leave-one-beep-out approach and group-based models using a
leave-one-subject-out approach. Results: During stressful high-stakes examination (versus control) weeks, participants reported increased negative affect and
decreased positive affect. Intriguingly, physiological arousal decreased on average during the examination week. Time-resolved
analyses revealed peaks in physiological arousal associated with both momentary self-reported stress exposure and self-reported
positive affect. Mediation models revealed that the decreased physiological arousal in the examination week was mediated by
lower positive affect during the same period. We then used machine learning to show that while individualized EMA outperformed
EPA in its ability to classify beeps as originating from examinations or from control weeks (1603/4793, 33.45% and 1648/4565,
36.11% error rates, respectively), a combination of EMA and EPA yields optimal classification (1363/4565, 29.87% error rate). Finally, when comparing individualized models to group-based models, we found that the individualized models significantly
outperformed the group-based models across all 3 inputs (EMA, EPA, and the combination). Conclusions: This study underscores the potential of wearable biosensors for stress-related mental health monitoring. However,
it emphasizes the necessity of psychological context in interpreting physiological arousal captured by these devices, as arousal
can be related to both positive and negative contexts. Moreover, our findings support a personalized approach in which momentary
stress is optimally detected when referenced against an individual’s own data. Introduction Stress-related mental disorders such as major depression and
anxiety disorders have gained increased recognition in the public
eye. While a vast body of research exists regarding these
disorders, studies have mostly focused on retrospective
assessments of afflicted individuals. More recently, an increased
interest has emerged in determining what makes some
individuals more resilient to developing these disorders than
others [1-4]. Investigating resilience, however, first requires an
investigation of individual variation in stress reactivity before
the development of psychological illness [1]. Following
contemporary transactional frameworks of stress reactivity [5-7],
such an approach would require the ability to assess how
environmental or psychological stressors trigger biological and
psychological responses depending on subjective appraisals of
the degree to which an individual’s well-being is threatened. A
strong motivation for this effort is the need to establish early
warning signals for the onset of stress-related disorders. The
ability to unobtrusively detect states of stress in daily life would
enable early ecological interventions in those at risk by either
flagging risk states to health-care providers or by delivering
in-the-moment personalized interventions during these periods
[8], thereby preventing or improving negative outcomes in
patients [9], and ultimately reducing the societal and economic
burdens of psychiatric illness on society [10]. Previous studies have used ecological momentary assessments
(EMA) [11] to investigate stress reactivity in real life. These
studies use repeated questionnaires (beeps) in daily life to
investigate stress-related psychological processes [12-14]. Such
methods used in stress-related disorders have identified real-life
behavioral patterns that may explain or predict the onset of
psychiatric illness [15,16]. They have also given insight into
the effects of stress exposure on mood and its links to depression
[17]. Despite providing substantial insights, these methods are
often intrusive (ie, require active participation of patients), can
lack feasibility in psychiatric populations, and may be influenced
by careless responses or lower subjective insight into symptoms
and associated states [18]. Furthermore, the sparse sampling of
subjective states may miss time windows in which stressors
occur. More recently, the reliability of such measures has also
come into question, showing the importance of accounting for
measurement errors [19]. Additionally, within the transactional
model, the reliance on subjective assessments of stressors may
also be conflated with the outcomes of interest that are being
measured, such as mood measures that are often seen as
indicators of mental health [20]. KEYWORDS biosensor; devices; ecological momentary assessments; experience sampling; machine learning; mental disorder; mental health;
monitoring; physiological; prevention; psychological; smartwatches; stress; wearables biosensor; devices; ecological momentary assessments; experience sampling; machine learning; mental disorder; mental health;
monitoring; physiological; prevention; psychological; smartwatches; stress; wearables physiological markers such as skin conductance (SC) and heart
rate (HR). These measures have been extensively validated in
laboratory-based studies using controlled stress-induction
protocols [21], showing increased HR and SC and decreased
HR variability in response to stressors [22,23]. However, these
autonomic physiological parameters are also associated with
general arousal [24], including high-arousal states for positive
affect [23]. Thus, using EPA may be more complicated in daily
life than in the lab. While acute stress may trigger arousal,
arousal itself may not necessarily signal the presence of stress. Both positive and negative affective states may thus be related
to arousal measures [25]. The relationship of autonomic
physiological responses to stressors in real life is not well
understood. Some studies have attempted to investigate the
physiology of daily life stress using scenarios or methods that
are restrictive or burdensome [26,27]. For instance, a study
using wearable biosensors could replicate lab findings to some
extent [28]. However, this study lacked an environmental
stressor and relied on the assumption that subjective stress
measures can be taken as the “ground truth.” Overall reports of
stressed states in this study were also relatively low when
compared to the nonstress states. Finally, it did not allow
probing the consequences of the accumulation of stress over a
prolonged period, a key aspect when considering mental health. A recent review of the associations between subjective stress
and HR measures also reflects these limitations, showing mixed
results and inconsistency in findings [29]. (J Med Internet Res 2023;25:e39995) doi: 10.2196/39995 (J Med Internet Res 2023;25:e39995) doi: 10.2196/39995 J Med Internet Res 2023 | vol. 25 | e39995 | p. 1
(page number not for citation purposes) https://www.jmir.org/2023/1/e39995 https://www.jmir.org/2023/1/e39995 XSL•FO
RenderX XSL•FO
RenderX Tutunji et al JOURNAL OF MEDICAL INTERNET RESEARCH J Med Internet Res 2023 | vol. 25 | e39995 | p. 2
(page number not for citation purposes) https://www.jmir.org/2023/1/e39995 Introduction Participants completed 2 weeks of EMA
one during Participants completed 2 weeks of EMA, one during an
examination period (ie, stress week) and the other occurring on
average 16 days (minimum=10; maximum=33) outside of these
periods (ie, control week, demographics in Tables 1 and 2). We
maintained at least one week between the end of one week and
the start of the other to ensure sufficient recovery time from the
stressor. Compliance rates were overall high, with 84%
(70.56/84) of surveys completed within the allocated 1-hour
window during both weeks. When accounting for missing and
poor-quality physiology (EPA) data, completion rates dropped
to between 76 and 77% (within ranges for other EMA studies)
[32]. Compliance rates did not differ significantly between the
weeks for either measure. Gender distribution was similar to
that of students enrolled at the university (13739/24104, 57%
female; according to the Radboud University website). We were
unable to fully counterbalance the order of weeks due to the
early termination of recruitment but instead controlled for it in
all statistical analyses. Participants also filled out questionnaires
and participated in magnetic resonance imaging sessions, which
are outside the scope of this study and will be reported
elsewhere. Participants completed 2 weeks of EMA, one during an
examination period (ie, stress week) and the other occurring on
average 16 days (minimum=10; maximum=33) outside of these
periods (ie, control week, demographics in Tables 1 and 2). We
maintained at least one week between the end of one week and
the start of the other to ensure sufficient recovery time from the
stressor. Compliance rates were overall high, with 84%
(70.56/84) of surveys completed within the allocated 1-hour
window during both weeks. When accounting for missing and
poor-quality physiology (EPA) data, completion rates dropped
to between 76 and 77% (within ranges for other EMA studies)
[32]. Compliance rates did not differ significantly between the
weeks for either measure. Gender distribution was similar to
that of students enrolled at the university (13739/24104, 57%
female; according to the Radboud University website). We were
unable to fully counterbalance the order of weeks due to the
early termination of recruitment but instead controlled for it in
all statistical analyses. Participants also filled out questionnaires
and participated in magnetic resonance imaging sessions, which
are outside the scope of this study and will be reported
elsewhere. J Med Internet Res 2023 | vol. 25 | e39995 | p. 3
(page number not for citation purposes) Introduction These issues indicate a growing
need for novel and more reliable methods for passive and
ambulatory mental-health monitoring. To this end, we aimed to investigate the ability of active EMA
measures, passive EPA monitoring, and the combination of
these 2 methods to detect stress in real life. We investigated a
population of first-year medical and biomedical students known
to experience increased psychological distress [30]. Participants
collected EMA and EPA data once during a week culminating
in a high-stakes examination (ie, stress week) and another
without (ie, control week). In line with the transactional
framework of the stress response, this naturalistic experimental
design allowed us to objectively manipulate prolonged stressor
exposure while allowing EMA-based assessments of stress
appraisals (through measures of event, activity, and social stress;
see below) and separating these from EMA-based measures of
mood reactivity as well as EPA-based measures of physiological
reactivity to stressors. We first validated our protocol by testing
between-week differences in EMA-based subjective appraisals
of stress. We then assessed the impact of examinations and
stress weeks on mood and physiology outcomes. Finally, we
used individualized machine learning models to classify per
time point (beep) which week participants were in using either
mood, physiological, or a combination of both measures. This
was done to investigate the utility of wearables as passive
monitors of stress in ecologically relevant scenarios above
mood-related EMA measures. We predicted increased autonomic
physiological responses and negative affect and decreased
positive affect in stress weeks. We expected that both EPA and
EMA measures would successfully identify prolonged stress The emergence of widely accessible wearable biosensors has
raised the question of whether these devices can be used for
ecological physiological assessments (EPA), either as an add-on
or an alternative to EMA, in mental health monitoring. Wearable
biosensors
offer
continuous
recording
of
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RenderX Tutunji et al JOURNAL OF MEDICAL INTERNET RESEARCH states and predicted that models combining EPA and EMA
would outperform the single models. The study time line is
shown in Figure 1. Figure 1. Study time line. Diagram portraying the sequence of participation in the study with counterbalanced weeks. Ecological momentary assessment
(EMA) surveys included stress and affect assessments 6 times a day, in addition to sleep and evening questionnaires once a day. The wristband
continuously measured physiological arousal, temperature, and movement. Assessing Daily-Life Stress Through EMA and EPA g
y
g
The comparison of the stress week (examination week) versus
the control week allowed us to determine individualized patterns
of stress reactivity. During these weeks, participants received
6 surveys a day at fixed intervals through SMS text message
links. Participants were given a 1-hour window to fill out the
surveys (like previous studies [33]). Individual surveys are
referred to as beeps in the EMA literature. Surveys assessed
different psychological aspects related to stress, including event,
activity, social, and physical stress, as well as positive affect
(PA) and negative affect (NA) outcomes. The first questionnaire
of the day contained a sleep quality assessment, and the last
included a self-reflection questionnaire. Participants were
instructed to wear an Empatica E4 wristband (Empatica)
recording ambulatory EPA data throughout both weeks
(collected passively, continuously, and in the background). Participants were instructed to charge and synchronize the watch
to researcher-specific accounts once a day for 1 hour. A detailed
explanation was given to participants on the E4 operation with
a practice session during the intake interview. The E4 devices
collected blood pulse volume, electrodermal activity, 3-axis
movement, and body temperature. EMA surveys consisted of questions regarding subjective stress
used for validating our experimental paradigm and mood
questions (PA and NA) relating to our subjective outcome
measures filled in on a 7-point Likert scale. Questions in the
validation set probed four types of stress, as follows: (1)
event-related stress assessed the most prominent event that
occurred in between EMA beeps; (2) activity-related stress
questions probed the activity participants were engaged in upon
receiving the beep; (3) social-related stress addressed stress that
may arise from the social context participants were present in
(either being alone or with someone); and (4) physical-related
stress was used as a control measure to account for
environmental and physical demands. Mood outcome questions
consisted of 4 items assessing positive mood and 5 items
assessing negative mood based on the positive and negative
affect schedule (PANAS), as validated in previous work [34]. EMA items on a reversed scale were first inverted. Items for
each scale were summed to create a single score for each of the
scales (ie, a single measure for event, activity, social, and
physical stress). Total item scores were then rescaled, and a
participant-centered measure was derived. Surveys that were
not filled out within the assigned time window were excluded
from further analyses. Experimental Design rst and third quantiles indicating 50% of participants had completion rates in the given range. EPA data cleaning was performed using Python (version 3.6.1;
Python Software Foundation) [35]. Additional packages used
for preprocessing included NumPy (version 1.18.1; Travis
Oliphant) [36] and pandas (version 1.0.3; Wes McKinney) [37]. Time stamps for each survey instance were used to classify
surveys as belonging to a stress or control week. Ten-minute
time windows before each survey were selected for the
extraction of physiology features acquired from the E4. Preprocessed interbeat interval (IBI) data were deemed too
sparse to offer meaningful temporal domain analysis, with an
average of 27% of IBIs successfully detected in our selected
time window. This is within the margins of the manufacturer’s
signal loss estimates for daily use. We instead selected average
HR features from the resulting processed files from Empatica. The devices use a strict proprietary detection algorithm for the
detection of IBIs, so these files can be used with minimal
processing to derive global HR features. These features included
the mean, minimum, and maximum HR. Raw SC was processed
for offline use with the PyPhysio package (version 2.1; Andrea
Bizzego) [38]. A minimum threshold of 0.01 µsiemens was set
for the SC levels deemed of acceptable quality based on previous
recommendations of a threshold between 0.01 and 0.05 µsiemens
[39]. Data were first despiked to remove artifacts due to sudden
hand motions using standard settings in the library. Data were
then denoised to remove remaining artifacts through windowed
filtering of changes in the signal greater than 0.02 µsiemens
between subsequent samples. Additionally, an elliptic filter with
a cut-off frequency set between 0.8 and 1.1 was applied to the
data. SC data were subsequently deconvolved using a Bateman
impulse response function into phasic and tonic components
from which specific features were extracted (mean tonic activity,
magnitude, area under the curve, and the number of phasic
responses). The raw temperature measures were used to calculate
the mean skin temperature as well as the slope as a function of
change in skin temperature within the acquired time window. A total of 2 participants had a watch with faulty temperature
sensors. These measures were substituted from the population
mean and SD to avoid the loss of participants’ data due to
missing data points in statistical models. The other sensors on
this device were tested, and no errors were detected in other
recordings. Assessing Daily-Life Stress Through EMA and EPA The same was done for outcome measure
items relating to PA and NA. Experimental Design Finally, the root mean squared displacement in each
time window was calculated from the accelerometer data. The
extracted features were collected into a single data frame used
for statistical analysis. https://www.jmir.org/2023/1/e39995 Experimental Design We recruited 84 right-handed, first-year bachelor’s students in
the medical or biomedical science majors from Radboud Health
Academy spanning 3 academic years (2017, 2018, and 2019). Participants were recruited through flyer distribution,
presentations in common lecture halls, and web-based
advertisements. A participant withdrew during testing, resulting
in a total sample size of 83 participants used in the analysis. The programs were selected due to their structured examination
weeks that occur every 5th and 10th week of a semester,
allowing us to examine a period with higher stress levels during
examination weeks as an ecological prolonged stressor. Right-handed participants were selected as participants were
instructed to wear watches on their nondominant hand to reduce
motion-related noise, with studies showing better signal from
the left wrist than the right [31]. Only participants with no
history of psychiatric illness were included in the study. Recruitment was stopped following the COVID-19 outbreak
(March 2020). Table 1. Descriptive statistics showing sex and program distributions, and week ordering. Table 1. Descriptive statistics showing sex and program distributions, and week ordering. Table 1. Descriptive statistics showing sex and program distributions, and week ordering. Table 1. Descriptive statistics showing sex and program distributions, and week ordering. Students, n (%)
Demographic items
Sex, n (%)
51 (61.4)
Female
32 (38.6)
Male
Course program, n (%)
61 (73.5)
Medicine
22 (26.5)
Biomedical sciences
First week, n (%)
27 (32.5)
Examination week
56 (67.5)
Control week Students, n (%) Demographic items
Sex, n (%)
Female
Male
Course program, n (%)
Medicine
Biomedical sciences
First week, n (%)
Examination week
Control week Control week J Med Internet Res 2023 | vol. 25 | e39995 | p. 3
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RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Tutunji et al Table 2. Completion rates for each of the examination and control weeks for both ecological momentary assessment (EMA) and ecological physiological
assessment (EPA) measures. Control week
Examination week
Compliance Rates
Third quantile, n (%)a
Mean (%)
First quantile, n (%)a
Third quantile, n (%)a
Mean (%)
First quantile, n (%)a
40 (95)
35.89 (85)
34 (81)
39 (93)
35.51 (85)
34 (81)
EMA
37 (88)
32.36 (77.05)
29 (69)
37 (88)
32.15 (76.55)
29 (69)
EMA with EPA
aFirst and third quantiles indicating 50% of participants had completion rates in the given range. J Med Internet Res 2023 | vol. 25 | e39995 | p. 4
(page number not for citation purposes) Examination Periods are Associated With Increased
Self-Reported Stress We found a significant increase in prominent stressful events
(ie, event-related stress, β=.30; 95% CI 0.18-0.42; P<.001) and
current reports of stress (ie, activity-related stress, β=.51; 95%
CI 0.30-0.71; P<.001) in the examination stress versus control
week. Social stress was not significantly different between the
2 weeks. The control items measuring physical stress also did
not differ significantly between the weeks, showing that
increases in subjective stress were likely due to our experimental
manipulation instead of environmental or physical changes
(Figure 2A, Table S1 in Multimedia Appendix 1). As
anticipated, not all beeps in stress weeks were subjectively
reported as stressful, while some beeps during the control week
were subjectively rated as stressful. To quantify this, subjective
stress variables for event, social, and activity stress were
aggregated across both weeks. A median split was then used to
estimate the percentage of incongruent self-report beeps (ie,
false positives in stress weeks and false negatives in control
weeks). On average, across participants, 45% (2157/4794) of
the beeps yielded self-reported stress incongruent with the week
type. Machine learning models using self-reported stress
assessments in a LOBO approach to classify week types
achieved similar error rates, with 43% (2016/4794) of beeps
being classified as the wrong week type. Ethical Considerations randomforest packages) [40,41]. Initial analyses examined
overall differences in subjective stress between the 2 weeks to
establish the validity of the experimental manipulation. We then
tested for the effect of an examination week on affect and
physiology. We additionally tried replicating previous findings
associating momentary stress with physiology and mood. Mediation analysis was then used to explain the apparent
differences in the relationships between the week type and
momentary analyses. Additional covariates were added to all
models. Covariates were selected to control for potential
population differences and behavioral differences that may arise
from being in an examination period. These covariates can be
divided into subject-level, day-level, and beep-level covariates. Subject-level covariates modeled as fixed effects included sex,
study program, and order of the weeks (ie, stress or control week
first). Day-level covariates included the days relative to start
(ie, day 1, day 2, day 3, etc), beep number, self-reported sleep
duration, and the previous night’s alcohol consumption. Beep-level covariates modeled included hunger, caffeine intake,
exercise, and sexual activity. Additionally, ambient temperature
and accelerometer-derived movement were modeled for the
EPA models. For further details regarding the surveys, code,
and statistical modelling approaches see Multimedia Appendix
1 [42] All procedures carried out were approved by the regional
medical ethical review board (METC Oost-Nederland, protocol
ID 2014-288). Written informed consent was obtained from all
participants in Dutch following an intake interview where a
detailed explanation of the procedures was carried out. Participants were given unique identifiers to maintain anonymity
for all data acquired, with encrypted key files maintained by
selected study personnel. In order to ensure the anonymity of
the wearable data, participants were also provided with a
study-specific account for data synchronization instead of
personal accounts. Participants who completed all parts of the
study were awarded 150 euros (US $158). The authors assert
that all procedures contributing to this work comply with the
ethical standards of the relevant national and institutional
committees on human experimentation and with the Helsinki
Declaration of 1975, as revised in 2008. Tutunji et al Tutunji et al J Med Internet Res 2023 | vol. 25 | e39995 | p. 5
(page number not for citation purposes) Statistical Analysis All statistical analyses were conducted in R (version 3.6.1, Ross
Ihaka and Robert Gentleman) using generalized linear mixed
effects models and random forest models (lmer and https://www.jmir.org/2023/1/e39995 https://www.jmir.org/2023/1/e39995 J Med Internet Res 2023 | vol. 25 | e39995 | p. 4
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RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Machine Learning Models One of our goals was to assess the usability of ambulatory,
nonintrusive measures to determine whether someone is
currently in a stressed state. To this end, random forest models
were used to determine the ability to classify whether
participants’ beeps were in the stress or control week using the
collected EMA mood and ambulatory EPA outcome data. Due
to the subjective nature of mood items, participant-centered
mood was used in all models. We conceptualized mood and
physiology as outcomes of stressed states based on previous
findings [17,43]. Individualized models were estimated using
a Leave-One-Beep-Out (LOBO) approach at a single-participant
level, where models were trained on individuals’ n-1 beep data
and tested on the removed beep, repeating until all beeps had
been removed. This is similar to the Leave-One-Trial-Out
method used in other fields [44]. A total of 3 models were tested,
as follows: Model 1 tested the ability to classify week type from
(momentary) PA and NA, Model 2 from EPA data, and Model
3 from the combination of both. Models were tested against a
bootstrap error distribution (n=10,000), with group effects tested
using 2-tailed paired sample t tests against the mean
subject-level bootstrap error. We tested the generalizability of
the random forest models to a population level using a
Leave-One-Subject-Out (LOSO) analysis in which models were
trained on N-1 participants data set and tested on the removed
participant, repeating until each participant had been removed
once from the data set. Model predictions using the LOBO were
then compared to those of the LOSO method to estimate the
generalizability of machine learning models based on the data. In accordance with our expectations, we also saw an increase
in NA (β=.12; 95% CI 0.08-0.17; Pfdr<.001), and a decrease in
PA (β=–.08; 95% CI –0.11 to –0.05; Pfdr<.001) during the stress
week (Figure 2B). Unexpectedly, we found a decrease in
physiology arousal-related measures during the examination
week, including the number of SC responses (log-mean –0.27;
95% CI –0.42 to –0.12; Pfdr<.001), and maximum HR (β=–.10,
95% CI –0.16 to –0.03; Pfdr=.003). Figure 2B, Table S2 in
Multimedia Appendix 1. https://www.jmir.org/2023/1/e39995 XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH JOURNAL OF MEDICAL INTERNET RESEARCH Tutunji et al Figure 2. Fixed effects estimates of the between-week difference. (A) Event-related stress (pertaining to the most prominent event since the last survey)
and activity-related stress (relating to the current activity participants are engaged in) are significantly higher in the stress week compared to the control
week. (B) This is accompanied by increased negative affect, decreased positive affect, and decreases in averages of multiple arousal-related physiological
measures. Error bars represent 95% CI. AUC: area under the curve; HR: heart rate; SC: skin conductance. measures. Error bars represent 95% CI. AUC: area under the curve; HR: he
Momentary Subjective Stress is Associated With Mood
and Physiology p
9
;
;
Momentary Subjective Stress is Associated With Mood
and Physiology
To explore the dynamics underlying the unexpected average
decrease in measures of physiological arousal during the stress
week, we investigated the link between in-the-moment
fluctuations in subjective stress and outcome measures (ie,
within the same beep mood and physiological arousal). We
found a positive association between NA and activity-related
(β=.06; 95% CI 0.01-0.12; Pfdr=.05), social (β=.22; 95% CI
0.18-0.27; Pfdr<.001), and physical stress (β=.15; 95% CI
0.12-0.18; Pfdr<.001). The opposite was true for PA for
event-related (β=–.12; 95% CI –0.19 to –0.06; Pfdr<.001),
activity-related (β=–.17; 95% CI –0.25 to –0.09; Pfdr<.001),
social (β=–.28; 95% CI –0.34 to –0.22; Pfdr<.001), and physical
stress (β=–.23; 95% CI –0.27 to –0.18; Pfdr <.001). The
magnitude of SC responses was associated with activity (β=.08;
95% CI 0.02-0.15; Pfdr=.02), event (β=.07; 95% CI 0.02-0.13;
Pfdr=.02) and physical stress (β=.03; 95% CI 0.00-0.06;
Pfdr=.04). For HR measures, mean (β=–.04; 95% CI 0.08 to
–0.01; Pfdr=.04) and minimum (β=–.02; 95% CI –0.03 to –0.00;
Pfdr=.01) HR were negatively associated with social stress. Thus,
within-beep fluctuations in subjective stress are associated with
expected mood changes and increases in physiological arousal
(Figure 3, Table S3 in Multimedia Appendix 1). ; activity-related (β=–.17; 95% CI –0.25 to –0.09; Pfdr<.001),
social (β=–.28; 95% CI –0.34 to –0.22; Pfdr<.001), and physical
stress (β=–.23; 95% CI –0.27 to –0.18; Pfdr <.001). The
magnitude of SC responses was associated with activity (β=.08;
95% CI 0.02-0.15; Pfdr=.02), event (β=.07; 95% CI 0.02-0.13;
Pfdr=.02) and physical stress (β=.03; 95% CI 0.00-0.06;
Pfdr=.04). For HR measures, mean (β=–.04; 95% CI 0.08 to
–0.01; Pfdr=.04) and minimum (β=–.02; 95% CI –0.03 to –0.00;
Pfdr=.01) HR were negatively associated with social stress. JOURNAL OF MEDICAL INTERNET RESEARCH Thus,
within-beep fluctuations in subjective stress are associated with
expected mood changes and increases in physiological arousal
(Figure 3, Table S3 in Multimedia Appendix 1). Momentary Subjective Stress is Associated With Mood
and Physiology J Med Internet Res 2023 | vol. 25 | e39995 | p. 6
(page number not for citation purposes) JOURNAL OF MEDICAL INTERNET RESEARCH JOURNAL OF MEDICAL INTERNET RESEARCH Momentary Subjective Stress is Associated With Mood
and Physiology To explore the dynamics underlying the unexpected average
decrease in measures of physiological arousal during the stress
week, we investigated the link between in-the-moment
fluctuations in subjective stress and outcome measures (ie,
within the same beep mood and physiological arousal). We
found a positive association between NA and activity-related
(β=.06; 95% CI 0.01-0.12; Pfdr=.05), social (β=.22; 95% CI
0.18-0.27; Pfdr<.001), and physical stress (β=.15; 95% CI
0.12-0.18; Pfdr<.001). The opposite was true for PA for
event-related (β=–.12; 95% CI –0.19 to –0.06; Pfdr<.001), J Med Internet Res 2023 | vol. 25 | e39995 | p. 6
(page number not for citation purposes) https://www.jmir.org/2023/1/e39995 XSL•FO
RenderX Tutunji et al Figure 3. Effect estimates for the associations between within-beep fluctuations in subjective stress and measures of mood and physiology. (A)
Event-related, (B) activity-related, (C) social-related, and (D) physical-related stress are generally associated with a decrease in positive affect, an
increase in negative affect, and increases in some of the measures of physiological arousal. P values are corrected for multiple comparisons using false
discovery rate corrections. Error bars represent 95% CIs. AUC: area under the curve; HR: heart rate; SC: skin conductance. ery rate corrections. Error bars represent 95% CIs. AUC: area under the curve; HR: heart rate; SC: skin conductance. tive Mood is Related to Increased Arousal and
iates Week Changes
the number of SC responses (β=.08; 95% CI
Pfdr=.04), and mean (β=.01; 95% CI 0.001-0.02;
i i
(β
01 95% CI 0 001 0 02 P
03)
d the number of SC responses (β=.08; 95% CI 0.02-0.06;
Pfdr=.04), and mean (β=.01; 95% CI 0.001-0.02; Pfdr =.01),
minimum (β=.01; 95% CI 0.001-0.02; Pfdr=.03), and maximum
HR (β=.01; 95% CI 0.001-0.02; Pfdr=.03; Figure 4, Table S4 in
Multimedia Appendix 1). Thus, in addition to subjective stress,
PA is also positively associated with momentary physiological
arousal. the number of SC responses (β=.08; 95% CI 0.02-0.06;
Pfdr=.04), and mean (β=.01; 95% CI 0.001-0.02; Pfdr =.01),
minimum (β=.01; 95% CI 0.001-0.02; Pfdr=.03), and maximum
HR (β=.01; 95% CI 0.001-0.02; Pfdr=.03; Figure 4, Table S4 in
Multimedia Appendix 1). Thus, in addition to subjective stress,
PA is also positively associated with momentary physiological
arousal. the number of SC responses (β=.08; 95% CI 0.02-0.06;
Pfdr=.04), and mean (β=.01; 95% CI 0.001-0.02; Pfdr =.01),
minimum (β=.01; 95% CI 0.001-0.02; Pfdr=.03), and maximum
HR (β=.01; 95% CI 0.001-0.02; Pfdr=.03; Figure 4, Table S4 in Positive Mood is Related to Increased Arousal and
Mediates Week Changes To investigate whether the observed decreases in physiological
arousal during stress weeks could instead be linked to reduced
PA, we tested the within-beep association between affect and
physiological arousal. Increased PA was related to increase in To investigate whether the observed decreases in physiological
arousal during stress weeks could instead be linked to reduced
PA, we tested the within-beep association between affect and
physiological arousal. Increased PA was related to increase in Multimedia Appendix 1). Thus, in addition to subjective stress,
PA is also positively associated with momentary physiological
arousal. J Med Internet Res 2023 | vol. 25 | e39995 | p. J Med Internet Res 2023 | vol. 25 | e39995 | p. 7
(page number not for citation purposes) JOURNAL OF MEDICAL INTERNET RESEARCH JOURNAL OF MEDICAL INTERNET RESEARCH Tutunji et al Figure 4. Relationship between momentary affect and physiology. Arousal-related physiological measures (magnitude of skin conductance responses
and mean and minimum heart rate) were linked to positive affect but not to negative affect. P values are corrected for multiple comparisons using false
discovery rate correction. Error bars represent 95% CI. AUC: area under the curve; HR: heart rate; SC: skin conductance. (based on affect), 36.11% (SD 2.72%) for Model 2 (based on
physiology), and 29.87% (SD 3.45%) for Model 3 (based on
affect and physiology combined). Hence, the combined model
outperformed the single-variable models. All models performed
significantly above chance on an individual level for all but one
subject (Figure 5, Multimedia Appendix 1). Group-level effects
were further tested with 2-tailed paired-samples t tests with
FDR correction comparing the LOBO models to the mean
bootstrapped error. Model 1 (affect, meandiff –16.29; t80=–64.06;
Pfdr<.001), Model 2 (physiology, meandiff –13.87; t78=–50.38;
Pfdr<.001), and Model 3 (combination, meandiff –19.45;
t78=–48.94;
Pfdr<.001)
all
performed
above
chance. Paired-samples, 2-tailed t tests comparing the within-participant
error rates between the LOBO models showed that Model 3 (ie,
combined EMA and EPA) outperformed Model 1 using mood
alone (meandiff 3.64; t78=19.20; P<.001), which in turn
outperformed Model 2 using EPA alone (meandiff 2.60;
t78=14.65; P<.001). While overall the EMA mood models
performed better, for some participants, models 1 and 2 had
almost equivalent performance. Next, to confirm that the observed average decrease in
physiological arousal observed during the stress weeks is due
to the decrease in PA, we assessed whether PA statistically
mediated the effects of week type on reductions in physiological
arousal. We specifically focused on the arousal measures linked
to subjective stress and PA: the number of SC responses and
their magnitudes. Results indicated that PA significantly
mediated the relationship between SC magnitude and week type
(7.3%, mediating estimate=–0.013; 95% CI –0.03 to 0.00;
P=.03) but not fully (direct estimate=–0.166; 95% CI –0.23 to
–0.10; P<.001), indicating potential additional mechanisms are
at play. The effect of week type on the number of SC responses
was not mediated by PA. J Med Internet Res 2023 | vol. 25 | e39995 | p. 8
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RenderX Machine Learning Classification of Beeps Using Mood
and Physiology We next examined to what extent prolonged stress (ie, stress
vs control week) can be classified from individual beeps using
machine learning based on affect, physiological arousal, or a
combination of both using individualized LOBO models. The
mean subject-level error was 33.45% (SD 2.21%) for Model 1 https://www.jmir.org/2023/1/e39995 XSL•FO
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RenderX Figure 5. Random-forest classification error estimates. Average error estimates and error bars (representing the SE of the mean) for each of the random
forest models. Combinations of mood and physiology yield superior classification, and individually trained and tested models (Leave-One-Beep-Out
[LOBO]) perform better than models trained on group-level data (Leave-One-Subject-Out [LOSO]). Chance levels estimated from the permutation test
and 95% CI are shown in blue. Significance levels between bars indicate between model comparisons, and above bars indicate model comparisons to
chance levels. P values are corrected for multiple comparisons using false discovery rate. Individualized Models Offer Better Predictions Than
Group-Based Models
We next investigated the generalizability of these models from
an individualized approach to a population-level one (using
group-level classification) through LOSO cross-validation. M1
showed that only model 1 (affect, meandiff –3.53; t80=–3.59;
Pfdr=.005), and model 3 (combination, meandiff –6.55; t78=–6.81;
Pfdr<.001) performed better than chance. Model 2 did not
perform above chance (physiology, meandiff –1.34; t78=–1.54;
Pfdr>.99). Tutunji et al
JOURNAL OF MEDICAL INTERNET RESEARCH Tutunji et al Figure 5. Random-forest classification error estimates. Average error estimates and error bars (representing the SE of the mean) for each of the random
forest models. Combinations of mood and physiology yield superior classification, and individually trained and tested models (Leave-One-Beep-Out
[LOBO]) perform better than models trained on group-level data (Leave-One-Subject-Out [LOSO]). Chance levels estimated from the permutation test
and 95% CI are shown in blue. Significance levels between bars indicate between model comparisons, and above bars indicate model comparisons to
chance levels. P values are corrected for multiple comparisons using false discovery rate. [
]) p
g
p
(
j
[
])
p
and 95% CI are shown in blue. Significance levels between bars indicate between model comparisons, and above bars indicate model comparisons to
chance levels. P values are corrected for multiple comparisons using false discovery rate. showed that only model 1 (affect, meandiff –3.53; t80=–3.59;
Pfdr=.005), and model 3 (combination, meandiff –6.55; t78=–6.81;
Pfdr<.001) performed better than chance. Model 2 did not
perform above chance (physiology, meandiff –1.34; t78=–1.54;
Pfdr>.99). Individualized Models Offer Better Predictions Than
Group-Based Models We next investigated the generalizability of these models from
an individualized approach to a population-level one (using
group-level classification) through LOSO cross-validation. M1
using affect (45.85%, SD 9.50%), M2 using physiology
(48.42%, SD 8.05%), and M3 using the combination (42.44%,
SD 9.00%) were again tested against their bootstrapped
counterparts. We next investigated the generalizability of these models from
an individualized approach to a population-level one (using
group-level classification) through LOSO cross-validation. M1
using affect (45.85%, SD 9.50%), M2 using physiology
(48.42%, SD 8.05%), and M3 using the combination (42.44%,
SD 9.00%) were again tested against their bootstrapped
counterparts. We additionally directly compared the classification errors
between the individualized and group models for each
participant using a paired-sample t test with FDR correction. All individualized LOBO models performed better than the
group-level LOSO models. LOSO Model 1 (mood) performed
significantly worse than the equivalent LOBO model (meandiff
11.43; t80=12.17; Pfdr<.001). LOSO Model 2 (physiology) was
also significantly worse than the LOBO counterpart (meandiff For some individual participants, LOSO models performed
significantly above chance level (Model 1-affect n=45, 54.1%;
Model 2-physiology n=30, 37.9%; and Model 3-combination
n=55, 69.6%) in classifying week type (Multimedia Appendix
1). Group-level analysis using a 2-tailed paired sample t test J Med Internet Res 2023 | vol. 25 | e39995 | p. Discussion This study investigated physiological and psychological
responses to ecological stressors in daily life (ie, examination
weeks in students) to determine the usability of passive
monitoring technologies for detecting prolonged stress. We
used EMA and EPA to track subjective stress, mood, and
arousal-related physiology. Our findings confirmed an overall
increase in subjective stress during examination weeks. As
hypothesized during the stress week, NA increased and PA
decreased. Contrary to what was expected, lower SC and HR
arousal measures were recorded during the stress week. At a
beep-to-beep time scale, increased subjective stress was
associated with increased NA, decreased PA, and increased SC
responses. Interestingly, PA was also associated with increased
SC responses and partially mediated the between-week
differences in SC we found. Thus, the observed decreases in
physiological arousal measures were (at least partially) due to
a reduction in PA. Using a machine learning approach, we
showed that the combination of individual mood and physiology
was best able to detect whether individual beeps stemmed from
stress or control weeks. We conclude that passive monitoring
with wearable biosensors can detect prolonged stress,
highlighting the importance of mood measures to dissociate
positive and negative arousal. In line with previous work, the stress week resulted in increases
in self-reported stress, validating our paradigm [45]. We
observed expected changes in mood, with increased NA and
decreased PA. However, arousal measures were surprisingly
reduced during the stress week. The observed overall decrease
in physiological arousal during stress weeks appears at odds
with the positive association between within-beep subjective
stress and increased arousal in our analysis and previous works
[22,26,28]. This finding reveals a dissociation between
prolonged and acute stress. While prolonged stress leads to
increased within-beep peaks in self-reported acute stress, it also
results more generally in decreased PA and decreased overall
average arousal. Our results suggest that reduced arousal may
be linked to reduced PA seen in the stress weeks (irrespective
of peaks in subjective stress). Our mediation analysis
corroborates this mechanistic link, confirming that PA partially
mediates the effect of week type on reduced arousal. While this
may seem counterintuitive, SC and HR measures are known to
respond to both positive and negative events, showing that
physiological arousal is not valence specific [23,46]. This fits
with a recent review observing the most consistent link between
high-arousal subjective states and increased HR measures [29]. Tutunji et al 9
(page number not for citation purposes) J Med Internet Res 2023 | vol. 25 | e39995 | p. 9
(page number not for citation purposes) https://www.jmir.org/2023/1/e39995 XSL•FO
RenderX XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Tutunji et al in positive mood that persist outside of peak moments of acute
stress. 8.11; t78=8.61; Pfdr<.001). LOSO Model 3 (combination)
similarly performed worse than the LOBO model counterpart
(meandiff 12.61; t78=11.74; Pfdr<.001). In sum, individual models
vastly outperformed group-based models. We subsequently tested the ability of machine learning models
to classify individual beeps as stemming from stress or control
weeks with physiology, mood, or a combination of both. Physiology models could classify beeps almost as well as mood
models (3.85% difference on average). However, and more
importantly, combination models showed the highest accuracy. Hence, the addition of mood questions to physiological arousal
provides valuable information for prolonged stress detection. This converges with the mixed models and mediation results:
accounting for valence through mood is necessary to distinguish
stress-induced from PA-induced arousal. Our findings provide
a mechanistic explanation for why previous studies using SC
trigger-based EMA to detect stress captured positive arousal
instead [46]. In addition to demonstrating that affect and arousal
offer better than chance classification levels, we also show that
they achieve higher accuracy in classifying week type than
classification based on a median split across explicit subjective
stress measures. Using a combination of EPA and mood EMA
may also reduce issues related to measurement errors seen within
EMA. Additionally, assessing mood and physiological arousal
may offer a more nuanced measure of stress states that is not
dependent on activities or events that occurred since the previous
beep. This approach is also common in laboratory research on
stress, where mood questionnaires and physiological arousal
measures are often used to quantify stress [48]. In sum,
combining a wearable biosensor with minimally invasive mood
assessment might offer the best approach to detecting stress in
both healthy and clinical populations, offering a more feasible
approach than full EMA batteries. J Med Internet Res 2023 | vol. 25 | e39995 | p. 10
(page number not for citation purposes) https://www.jmir.org/2023/1/e39995 Discussion This was an intentional design choice:
the goal was to test the ability of physiology and mood measures
combined to detect momentary stress states during heightened
periods of stress, which may be required, for example, for
detecting warning signals. Furthermore, the accuracy achieved
with our real-life models is also on par with more recent
laboratory studies classifying affect from wearables and infrared
cameras [50]. Hence, the classification accuracy found in this
study represents what might occur in the general population
during real-life stress periods (including stressful moments in
regular weeks and regular moments in stressful weeks) and
supersedes directly asking about stress. It may also be argued that the uncontrolled nature of the study
is a detriment to the findings and has an impact on the reliability
of the proposed measure. However, the ecological validity of
this study is rather a strength in providing a necessary translation
of laboratory measures to a real-life setting [56]. Additionally,
we controlled for several potential confounds that may impact
the reliability of our measures, such as those differences in
behavior across weeks (ie, alcohol intake, sleep, caffeine, and
exercise). Finally, and worth noting, this study focused on a
relatively smaller sample of students, which may limit
generalizability to other contexts. However, we also note that
an examination stressor may resemble many real-life stressors
and daily hassles, such as work deadlines. Yet, these results
may not generalize to more severe, traumatic, and stressful life
events. Acute stressful events may lead to very different arousal
responses, and future research is needed to address this topic. However, having to rely on the occurrence of such events in a
study may prove difficult and would require longer periods of
assessment in the hopes of capturing these types of acutely
stressful moments. Indeed, this is an issue that has already been
addressed by previous attempts at classifying stress from such
devices [28]. This study provides early evidence for the successful detection
of prolonged periods of stress in individuals. However, some
limitations warrant discussion. This study was purely
cross-sectional, meaning that we are unable to make connections
in how our findings can be used for predicting mental health
outcomes and resilience in the long term. Prospective and
longitudinal designs with explicit measures of resilience are
needed for this. Data Availability The data sets generated during and/or analyzed during this study are not publicly available due to the sensitive and potentially
identifiable nature of the data but are available from the corresponding author on reasonable request. Data repository also includes
all scripts used in preprocessing and statistical analysis, which are also included on the GitHub repository linked in Multimedia
Appendix 1. Discussion Within a theoretical framework of affect dynamics, these
findings also align with the circumplex theory of emotion and
valence, linking the 2 on a grid-like schema of valence and
arousal [47]. Thus, the net effect of prolonged stress exposure
stems from a reduction in overall arousal driven by reductions Besides demonstrating the utility of physiological monitoring,
our results highlight the importance of individualized approaches
in stress detection. Classification models trained and tested on
individuals’ own data (LOBO) performed significantly better
than those trained on group data (LOSO). Our individualized
approach offers drastic improvements in the classification of
stress states in comparison with group approaches [28]. This
supports
findings
in
previous
work,
where
large
between-participant differences in dynamic ranges of responses
limited applications of machine learning at the population level,
pointing toward the need for individualization [28]. Intuitively,
the same experience can generate different physiological and
psychological responses in different individuals based on a
multitude of factors, such as sex, appraisal, or clinical traits. For example, patients with anxiety may display a very different
physiological response to stress than those with depression
(hyper- vs hypoactivation) [49]. This is a key strength of the
current approach, fully aligned with recent developments in
personalized psychiatry: individualized models allow for greater
prediction accuracy than a one-size-fits-all approach. Worth noting is that classification accuracy of our machine
learning models was relatively low in this study compared to
many other ML studies. Previous studies found limited
applicability of such algorithms due to variance in ranges of
physiological responses between participants [28]. However,
by using a within-participant design, we circumvent such issues. Importantly, lower accuracy stems from the ecological design: J Med Internet Res 2023 | vol. 25 | e39995 | p. 10
(page number not for citation purposes) XSL•FO
RenderX Tutunji et al JOURNAL OF MEDICAL INTERNET RESEARCH models can also partially explain variance related to wrist
displacement. Furthermore, we refrain from including HR
variability metrics in our analysis for this specific reason, and
such measures, while more specific to sympathetic nervous
system activity, are also more susceptible to noise. our models did not classify weeks but rather individual beeps
within the weeks (approximately 70% of beeps were correctly
assigned to the weeks in the best models). Through the median
split of our data based on self-reported stress, we clearly
demonstrate that even during a stress week, participants are not
stressed 100% of the time. Discussion This is also important within the context of
promoting resilience, as prospective detection of vulnerability
is the next step in this line of research, with the aim of
identifying early warning signals [51]. More research (some of
which is currently underway [52]) will be needed to extend
these results into prospective stress detection algorithms [49]. Additionally, it is important to consider the reliability and
validity of the devices used in this study. Previous research has
shown that these devices offer reliable measures of SC for stress
detection [53,54], but this may not extend to daily life scenarios,
which are inherently noisier [55]. While we cannot eliminate
noise from our data, preprocessing steps such as despiking and
filtering allowed us to derive a cleaner signal. Additionally, the
inclusion of an accelerometer-derived motion component in our In conclusion, this study shows that EPA may be used for
monitoring stress-related mental health but highlights the
importance of affect ratings to dissociate changes in arousal due
to stress versus PA. A combination of physiology and mood
measures is optimal for detecting prolonged stress, and
personalized approaches to modeling these variables are
necessary. If successfully implemented at a wider scale, our
findings may have implications for disease prevention,
potentially helping to reduce the overall disease burden of
stress-related disorders through personalized early-warning
systems and treatment strategies. Acknowledgments The authors would like to acknowledge Mike van Engelenburg from the technical group for his assistance with setting up the
EMA platform and Annemieke Smeets for her assistance with recruitment. This work was supported by the European Research
Council (ERC2015-CoG 682591). J Med Internet Res 2023 | vol. 25 | e39995 | p. 11
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Budapest, Hungary p. 004362-004366 [doi: 10.1109/smc.2016.7844917] 54. Stuyck H, Dalla Costa L, Cleeremans A, Van den Bussche E. Validity of the Empatica E4 wristband to estimate resting-state
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[Medline: 36252721] 54. J Med Internet Res 2023 | vol. 25 | e39995 | p. 15
(page number not for citation purposes) Abbreviations EMA: ecological momentary assessment
EPA: ecological physiological assessment
HR: heart rate
IBI: interbeat interval
LOBO: Leave-One-Beep-Out
LOSO: Leave-One-Subject-Out
NA: negative affect
PA: positive affect
PANAS: positive and negative affect schedule
SC: skin conductance EMA: ecological momentary assessment J Med Internet Res 2023 | vol. 25 | e39995 | p. 14
(page number not for citation purposes) J Med Internet Res 2023 | vol. 25 | e39995 | p. 14
(page number not for citation purposes) https://www.jmir.org/2023/1/e39995 https://www.jmir.org/2023/1/e39995 XSL•FO
RenderX JOURNAL OF MEDICAL INTERNET RESEARCH Tutunji et al Edited by A Mavragani; submitted 01.06.22; peer-reviewed by D Goyal, B Breil; comments to author 20.10.22; revised version
received 18.01.23; accepted 14.09.23; published 19.10.23
Please cite as:
Tutunji R, Kogias N, Kapteijns B, Krentz M, Krause F, Vassena E, Hermans EJ
Detecting Prolonged Stress in Real Life Using Wearable Biosensors and Ecological Momentary Assessments: Naturalistic Experimental
Study
J Med Internet Res 2023;25:e39995
URL: https://www.jmir.org/2023/1/e39995
doi: 10.2196/39995
PMID: 37856180 Edited by A Mavragani; submitted 01.06.22; peer-reviewed by D Goyal, B Breil; comments to author 20.10.2
received 18.01.23; accepted 14.09.23; published 19.10.23 ©Rayyan Tutunji, Nikos Kogias, Bob Kapteijns, Martin Krentz, Florian Krause, Eliana Vassena, Erno J Hermans. Originally
published in the Journal of Medical Internet Research (https://www.jmir.org), 19.10.2023. This is an open-access article distributed
under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits
unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of
Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on
https://www.jmir.org/, as well as this copyright and license information must be included. ©Rayyan Tutunji, Nikos Kogias, Bob Kapteijns, Martin Krentz, Florian Krause, Eliana Vassena, Erno J Hermans. Originally
published in the Journal of Medical Internet Research (https://www.jmir.org), 19.10.2023. This is an open-access article distributed
under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits
unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of
Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on
https://www.jmir.org/, as well as this copyright and license information must be included. ©Rayyan Tutunji, Nikos Kogias, Bob Kapteijns, Martin Krentz, Florian Krause, Eliana Vassena, Erno J Hermans. Originally
published in the Journal of Medical Internet Research (https://www.jmir.org), 19.10.2023. Edited by A Mavragani; submitted 01.06.22; peer-reviewed by D Goyal, B Breil; comments to author 20.10.22; revised version
received 18.01.23; accepted 14.09.23; published 19.10.23
Please cite as:
Tutunji R, Kogias N, Kapteijns B, Krentz M, Krause F, Vassena E, Hermans EJ
Detecting Prolonged Stress in Real Life Using Wearable Biosensors and Ecological Momentary Assessments: Naturalistic Experimental
Study
J Med Internet Res 2023;25:e39995
URL: https://www.jmir.org/2023/1/e39995
doi: 10.2196/39995
PMID: 37856180 Abbreviations This is an open-access article distributed
under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits
unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in the Journal of
Medical Internet Research, is properly cited. The complete bibliographic information, a link to the original publication on
https://www.jmir.org/, as well as this copyright and license information must be included. https://www.jmir.org/2023/1/e39995 https://www.jmir.org/2023/1/e39995 XSL•FO
RenderX
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Fecal Microbiota Transplantation Protects the Intestinal Mucosal Barrier by Reconstructing the Gut Microbiota in a Murine Model of Sepsis
|
Frontiers in cellular and infection microbiology
| 2,021
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cc-by
| 8,721
|
ORIGINAL RESEARCH
published: 22 September 2021
doi: 10.3389/fcimb.2021.736204
Fecal Microbiota Transplantation
Protects the Intestinal Mucosal
Barrier by Reconstructing the Gut
Microbiota in a Murine
Model of Sepsis
Xiaowei Gai 1,2,3, Huawei Wang 1, Yaqing Li 4, Haotian Zhao 5, Cong He 1,
Zihui Wang 1 and Heling Zhao 1*
Edited by:
Gislane Lelis Vilela de Oliveira,
São Paulo State University, Brazil
Reviewed by:
Helioswilton Sales-Campos,
Universidade Federal de Goiás, Brazil
Parag Kundu,
Institut Pasteur of Shanghai (CAS),
China
*Correspondence:
Heling Zhao
zhheling@sina.com
Specialty section:
This article was submitted to
Microbiome in Health and Disease,
a section of the journal
Frontiers in Cellular and
Infection Microbiology
Received: 04 July 2021
Accepted: 07 September 2021
Published: 22 September 2021
Citation:
Gai X, Wang H, Li Y, Zhao H, He C,
Wang Z and Zhao H (2021) Fecal
Microbiota Transplantation Protects
the Intestinal Mucosal Barrier by
Reconstructing the Gut Microbiota in a
Murine Model of Sepsis.
Front. Cell. Infect. Microbiol. 11:736204.
doi: 10.3389/fcimb.2021.736204
1 Department of Intensive Care Unit, Hebei General Hospital, Shijiazhuang, China, 2 Graduate School of Hebei Medical
University, Hebei Medical University, Shijiazhuang, China, 3 Department of Intensive Care Unit, Qinhuangdao Jungong
Hospital, Qinhuangdao, China, 4 Department of Infection, Hebei General Hospital, Shijiazhuang, China, 5 Department of
Ultrasound, Hebei General Hospital, Shijiazhuang, China
The gastrointestinal (GI) tract has long been hypothesized to play an integral role in the
pathophysiology of sepsis, and gut microbiota (GM) dysbiosis may be the key factor.
Previous studies have shown that the gut flora was significantly altered in critically ill
patients. This study aimed to observe what kind of GM dysbiosis is in the early stage of
sepsis and whether the application of fecal microbiota transplantation (FMT) can
reconstruct the GM of septic mice and restore its protective function on the intestinal
mucosal barrier. The study investigated the effect of FMT on gut microbiota, mucosal
barrier function, inflammatory response, and survival in a murine model of sepsis
established by cecal ligation and puncture (CLP). It is found that FMT can not only
reduce morbidity and mortality and restore the abundance and diversity of the gut flora in
septic mice, but can also improve the intestinal barrier function by reducing epithelial cell
apoptosis, improving the composition of the mucus layer, upregulating the expression of
tight junction proteins, and reducing intestinal permeability and the inflammatory
response. After FMT, Lachnospiraceae contributed the most to intestinal protection
through enhancement of the L-lysine fermentation pathway. FMT offers a microbemediated survival advantage in a murine model of sepsis. Therefore, an improved
understanding of the connection between microbiota, and systemic illness may yield
new therapeutic strategies for patients with sepsis.
Keywords: sepsis, fecal microbiota transplantation, intestinal mucosal barrier, gut microbiota, critical care
Frontiers in Cellular and Infection Microbiology | www.frontiersin.org
1
September 2021 | Volume 11 | Article 736204
Gai et al.
FMT in Septic Mice
INTRODUCTION
MATERIALS AND METHODS
Sepsis continues to be the leading cause of mortality in the
intensive care unit (Fay et al., 2017; Haak and Wiersinga, 2017).
The World Health Organization has recognized sepsis as a global
health priority (Fay et al., 2019). Despite significant advancement
in our understanding of the pathophysiology of sepsis, treatment
of sepsis is still limited to antibiotics, aggressive fluid resuscitation,
vasopressor administration, and supportive care, and no targeted
therapeutics for sepsis are approved for usage in patients (Ames
et al., 2018).
Sepsis is defined as a life-threatening organ dysfunction caused
by a dysregulated host response to infection (Ames et al., 2018; Fay
et al., 2019; Gong et al., 2019). The syndrome can be induced by a
wide variety of microbes by definition and the gastrointestinal
tract is the largest pool of bacteria (Fay et al., 2019). It is known
that the human gastrointestinal tract contains trillions of bacteria
that comprise a complex ecosystem known as the intestinal
microbiota that has relevant implications in human health and
disease (Bassetti et al., 2020). The symbiotic relationship between
microbiota and the host is mutually beneficial (Ekmekciu et al.,
2017). The host provides an important habitat and nutrients for
the microbiome, and the gut microbiota supports the development
of the metabolic system and the maturation of the intestinal
immune system by providing beneficial nutrients, for example,
by the synthesis of vitamins and short-chain fatty acids (SCFAs)
(Shi et al., 2017). Resident microbiota can out-compete pathogens
for space, metabolites, and nutrients, and inhibit pathogens by
calibrating the host immune response (Bassetti et al., 2020).
However, the microbiome is markedly altered in critical illness.
Studies have shown that the microbial diversity is diminished
within 6 hours of admission to the intensive care unit, and this lack
of diversity has been associated with poor outcomes in critically ill
patients (Fay et al., 2019).
Considering GM dysbiosis is one of the most important factors
that can lead to pathological bacterial translocation and systemic
infection, it may be feasible to develop novel therapeutic strategies
against gut-derived sepsis by modulating the microbiota (Wang
et al., 2019). More than 90% of the commensal organisms may be
lost during the early stage of critical illness, making it nearly
impossible that a single or several probiotic species would be able
to completely replenish the diversity of the GM without
intervention. Transfer of healthy donor feces containing
thousands of microbial species, termed FMT, facilitates the
replenishment of diminished commensal bacteria and may guide
the patient’s microbiota toward a healthy state (Wang et al., 2019).
Fecal microbiota transplantation has been successfully applied to a
series of diseases (Otani and Coopersmith, 2019; Zeng et al., 2019).
Even though the evidence is limited to some case reports on the
treatment of septic patients, the improved clinical outcomes
following FMT are promising (Schmidt et al., 2018; Limketkai
et al., 2019; Wang et al., 2019). However, during sepsis, the exact
mechanism of action for the use of FMT on the intestine is still
unknown (Haussner et al., 2019). Considering the important role
of microbiota in sepsis, we wonder whether the use of fecal
microbiota transplantation in the early stage of sepsis can inhibit
or even reverse the clinical outcome.
Animals Experiments
Frontiers in Cellular and Infection Microbiology | www.frontiersin.org
All experimental procedures were performed by the Guide for
the Care and Use of Laboratory Animals (U.S. National Institutes
of Health) and were approved by the Animal Ethics Committee
of Hebei Medical University (identification number: 202152).
Male C57BL/6 mice, approximately 6–8-weeks old and weighing
20 –25 g, were purchased from Beijing Vital River Laboratory
Animal Technology Co., Ltd. (license number: SCXK(京)20160006). The animals were housed in a temperature-controlled
environment (20°C-23°C and 45%-55% humidity) with a 12 h
light-dark cycle. The mice were allowed to acclimate to the
housing conditions for one week before the experiments
started. The experiment was divided into two parts: an acute
experiment and a 7-day mortality observation experiment. All
experimental animals were randomly divided into four groups:
the sham operation group, the sepsis model group, the fecal
microbiota transplantation group, and the normal group
(healthy donor mice). The ten normal mice were only used to
collect feces and make fecal bacteria liquid. The mice were
euthanized at 12, 24, and 48 hours following cecal ligation and
puncture for acute studies, respectively (Sham: n=6 per time
point; CLP: n= 10/11 per time point; FMT: n=10/11 per time
point). Ten mice in each group of the sham group, the CLP
group, and the FMT group were used for a 7-day mortality
observation experiment. All animals had free access to food and
water. All surgery was performed under anesthesia, and every
effort was made to minimize suffering.
Sepsis Model
Sepsis was induced by cecal ligation and puncture as previously
described (Rittirsch et al., 2009; Khailova et al., 2013). Mice were
anesthetized using an intraperitoneal injection at 50 mg/kg of 2%
sodium pentobarbital. To perform the surgery, the cecum was
exposed by a 1.5 cm midline incision in the abdomen. The cecum
was ligated at 1cm from the cecal tip using a single suture,
punctured with a squeeze to extrude a small amount (droplet) of
feces from the perforation sites, and returned to the peritoneal
cavity. The location of the cecal ligation and the size of the
puncture or hole was determined in each mouse. The amount of
extruded cecal content was kept the same to ensure the
consistency of the model. The laparotomy was closed with silk
sutures. Sham controls were subjected to the same procedures,
except that there was no ligation or puncture of the cecum.
Animals were resuscitated by subcutaneously injecting prewarmed normal saline (37°C; 5 mL per 100 g body weight).
Recovery of these mice was assessed and recorded 2 hours after
surgery, and their survival was recorded daily, including diet, fur,
bloating, defecation, mobility, abnormal behavior, and response
to stimuli. Tissue, blood, and feces samples of all mice were
collected when they were euthanized.
Fecal Microbiota Transplantation
Fresh feces were collected from ten healthy C57BL/6 mice,
homogenized in 10 mL of sterile phosphate-buffered saline
(PBS), and centrifuged for 30 sec at 800 ×g, 4°C, to pellet the
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September 2021 | Volume 11 | Article 736204
Gai et al.
FMT in Septic Mice
particulate matter. The optical density (OD) value of the
supernatant slurry was checked to calculate the concentration of
total bacteria (OD = 0.5 represents 108 cells). For each mouse,
1×109.8 bacterial cells (sum of the total bacterial population within
2 g cecal contents) were centrifuged for 5 min at 13,000 ×g, 4°C,
and then bacterial pellets were resuspended in 0.2 mL PBS
(Li et al., 2015; Li et al., 2017). Mice in the FMT group received
a single dose of fecal microbiota just prior to cecal ligation and
puncture and were treated for three consecutive days (Khailova
et al., 2013). The mice in the CLP group and the Sham group were
gavaged with 0.2 mL PBS once a day as a control.
and rinsed the specimen three times in PBS for 5 min each and
covered the specimen with a DAPI coverslip.
Transmission Electron Microscopy (TEM)
For TEM, two 0.5×0.5 cm mini-segments of intestinal tissue
from each group were excised and placed in a fixative for TEM at
4°C for 2-4 h. The segments were washed in 0.1 M PBS three
times for 15 min each time, postfixed in 1% osmium tetroxide in
PBS, dehydrated in a graduated series of ethanol solution, and
embedded by baking in an oven at 60°C for 48 h. Samples were
cut into 60-80 nm sections and stained with uranyl acetate and
lead citrate. The sections were analyzed by electronic microscopy
(HT7700 TEM; Hitachi Inc., Tokyo, Japan).
Serum IL-6, IL-10, and TNF-a Analysis
Enzyme-linked immunosorbent assay was used to determine the
concentrations of TNF-a (Lot: RXQJYSXLD4, Elabscience,
China), IL-6 (Lot: 449268JEI6, Elabscience, China), and IL-10
(Lot: C8QEY2KAVE, Elabscience, China) in serum according to
the manufacturer’s instructions. Serum was collected after
centrifuging blood for 10 min at 4°C and 800 ×g and stored at
-80°C until the assay was performed.
Western Blot
The snap-frozen tissues were subjected to homogenization in 250mL
of lysis buffer as previously described. Samples (30 mg of protein for
each condition) were transferred onto PVDF membranes and then
incubated with antibodies (Li et al., 2017). The following were used as
primary antibodies: caspase 3 (ab323519, Abcam), myeloid
differentiation factor 88 (MyD88) (SC74532, Santa Cruz), toll-like
receptor 4 (TLR4) (AF7017, Affinity), ZO-1 (AF 5145, Affinity),
occludin (DF7504, Affinity), and NF-kB(ab16502, Abcam).
Immunoreactive bands were revealed using a 1:10,000 dilution of
secondary antibody conjugated to horseradish peroxidase (goat antirabbit IgG, BE0101, Bioeasy; goat anti-mice IgG, BE0102, Bioeasy).
The blots were re-probed with antibodies against b-actin (EASYBIO)
and GAPDH (Bioworld) to ensure equal loading and transfer of
proteins. All critical blots and immunoprecipitation experiments
were repeated at least three times.
Sample Processing for Animal Experiments
After the mice were euthanized, their GI tracts were quickly
removed. The colons were gently separated, by cutting at the
cecum-colon junction and rectum and divided into two parts.
One-half of each colon was immediately frozen in liquid nitrogen
and then stored at -80°C until further use. The other part ones
were preserved in Carnoy’s fixative (dry methanol: chloroform:
glacial acetic acid in the ratio 60:30:10) (Johansson et al., 2011;
Desai et al., 2016). The Carnoy’s fixative was made fresh with
anhydrous methanol, chloroform, and glacial acetic acid. The
colons were fixed in Carnoy’s solution for 3 h followed by
transfer to fresh Carnoy’s solution for 2-3 h. The colons were
then washed in dry methanol for 2 h, placed in cassettes, and
stored in fresh dry methanol at 4°C. Samples were then
embedded in paraffin, and cut into sections (5mm thick). Cecal
contents from each animal were divided into replicates, and they
were all instantly flash-frozen in liquid nitrogen and then stored
at -80°C until the use for microbiome evaluation.
Real-Time PCR
Total RNA was isolated from colonic tissue using the RNA simple
Total RNA Kit (Tiangen Biotech, Beijing, China) as described in the
manufacturer’s protocol. The RNA concentrations were quantified
at 260 nm, and their purity and integrity were determined using a
NanoDrop. Reverse transcription and real-time PCR assays were
performed to quantify steady-state messenger RNA levels of TLR4,
MyD88, and NF-kB at 48 h following CLP. Complementary DNA
was synthesized from 0.1 mg of total RNA. The following cycling
protocol was used: denaturation at 95°C (15 min) and 40 cycles of
95°C (10 s), 60°C (32 s). The reporter dye emission (SYBR green)
was detected by an automated sequence detector combined with
ABI Prism 7500 Real-Time PCR System (Applied Biosystems,
Foster City, CA, USA).
Immunohistochemistry and
Immunofluorescence
The colonic sections were mounted onto polylysine-coated
slides, deparaffinized, rehydrated, and placed in a 3% citrate
buffer to repair antigens. After being pretreated with 3% H2O2
for 30 min, the sections were blocked with goat serum for 20 min.
Sections were incubated overnight at 4°C with a rabbit polyclonal
to MUC2 blocking antibody (MUC2, ab90007, Abcam Ltd.;
Occludin, ab168986, Abcam Ltd; caspase 3, ab44976, Abcam
Ltd.). The sections were washed with PBS and incubated with a
secondary antibody for 30 min, rewashed, and incubated with
peroxidase-conjugated streptavidin for 30 min. DAB developed,
hematoxylin counterstained, dehydrated, and mounted. The
secondary antibody of MUC 2 was prepared in 0.5% Triton X100 PBS buffer, and the Alexa Fluor™ 488 donkey anti-rabbit
antibody was diluted 1:1000. The specimen was incubated in this
solution at 37°C for 1 h. We aspirated the secondary antibody
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Microbiome Evaluation
Fecal samples were collected at the time mice were euthanized and
frozen until DNA extraction samples were sent to the Shanghai
Personal Biotechnology Co., Ltd., where bacterial DNA was
extracted. PCR amplification of the bacterial 16S rRNA genes V3V4 region was performed using the forward primer 338F (5’ACTCCTACGGGAGGCAGCA-3’) and the reverse primer 806R
(5’-GGACTACHVGGGTWTCTAAT-3’). The Illumina MiSeq
sequencing platform was amplified (Illumina, San Diego, CA,
USA) using the NovaSeq-PE250 sequencing strategy. Sequence
denoising or OTU clustering was performed according to the
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QIIME2 dada 2 analysis process or the Vsearch software analysis
process. The resulting sequences were clustered with 100%
similarity against the GreenGenes to the database (v. 13.8; https://
greengenes.secondgenome.com/) (Fay et al., 2019) to assign
bacterial operational taxonomic units. Alpha and beta diversity
comparisons were performed using QIIME2 and taxonomic
summaries were generated with QIIME2. Comparison of sample
compositions and identification of statistically significant
differences were performed with LEfSe using the correction for
independent comparisons. Microbial functions were predicted
by using PICRUSt (Phylogenetic investigation of communities
by reconstruction of unobserved states) based on highquality sequences.
group had a mortality rate of 30% at 24 h and a 50% survival rate
at 7 days. There were no deaths at 24 h in the FMT group, and a
90% survival at 7 days, and no deaths in the Sham group.
Compared with the Sham group and the FMT group, the
mortality of the CLP group was significantly higher, P <
0.05 (Figure 1A).
Apoptosis
The expression of caspase 3 in the CLP group was significantly
higher than that of the other two groups at 12 and 24 h, but the
average integral optical density (IOD) of caspase 3 in the FMT
group was close to that of the CLP group at 48 h (Figure 1B).
Therefore, we performed a quantitative analysis of caspase 3
protein. The results of the western blot showed that the
expression of caspase 3 in the CLP group at 24 and 48 h was
higher than that in the FMT group, P < 0.001 (Figure 1C).
Statistical Analysis
The Kaplan-Meier estimator was used to draw the survival curve
of the mice, and the log-rank method was used to compare the
survival rates between different groups. The measurement data
had a normal distribution, the variance was uniform, and the oneway ANOVA and LSD tests were used for comparison between
multiple groups. The Student’s t-test was used to compare the two
independent groups, and the measurement result was expressed as
the mean ± standard deviation (mean ± sd). The Kruskal-Wallis
H test was used for data with non-normal distribution and/or
uneven variance. The results were expressed in medians
(interquartile range). SPSS 21.0, GraphPad Prism 8.0, Photoshop
CS5, Image-Pro Plus, and ImageJ were used for data analysis, and
P < 0.05 was considered statistically significant.
Mouse Serum Inflammatory Factors
TNF-a, IL-6, and IL-10
The expression of IL-6 in the CLP group was the highest at 24 h
after modeling, and then decreased, but it was still higher than
that in the Sham group at 48 h. Expression of IL-6 in the FMT
group was slightly higher than that in the CLP group at 12 h, but
there was no significant difference, to the contrary, IL-6 levels
were markedly lower than the CLP group at 24 and 48 h. The
TNF-a level in the CLP group continued to increase, and it was
the highest among the three groups at 48 h, however, the IL-10
level was lowest at 24 h after modeling (Figure 2).
The Thickness of the Mucus Layer (nm)
and MUC2 Expression
The AB-PAS method was used to detect the colonic mucus layer
thickness at 12, 24, and 48 h after sepsis modeling in the three
groups. The mucus layer thickness of mice in the CLP group was
significantly lower than that of the Sham group during the same
timepoint (P < 0.0001). The thickness of the mucus layer in the
RESULTS
Mortality Among Three Groups
The survival rates of the Sham group, CLP group, and FMT
group were compared 7 days following sepsis modeling. The CLP
A
B
C
FIGURE 1 | Survival analysis, and caspase 3 expressions among the Sham, CLP, and FMT groups. (A) Seven-day mortality observations in the Sham (red), CLP
(black), and FMT groups (blue). There were significant differences between the CLP group and the other two groups, P < 0.05, but there was no significant difference
between the FMT group and the Sham group; (B) Immunohistochemistry of the colon [under a digital microscope (20 × 10)]. The average integral optical density of
caspase 3 between the Sham, CLP, and FMT groups at 12, 24, and 48 h are shown on the right side. (C) Relative expression of caspase 3 compared with GAPDH
between the CLP and FMT groups at 24 and 48 h. *P < 0.05, ***P < 0.001, ****P < 0.0001, ns, no statistical difference, respectively.
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FMT group was significantly greater than that in the CLP group
(P < 0.01). Compared with the Sham group, the thickness of the
mucus layer in the FMT group had no difference at 24 h (P =
0.4473) but had a significant difference at 12 and 48 h (P <
0.0001, and P < 0.05, respectively) (Figure 3A). The fluorescence
expressions of MUC2 at 12, 24, and 48 h in the three groups were
observed by digital microscope and recorded, and the gray value
of the green channel was calculated and statistically analyzed.
Except that the expression levels of MUC2 in the Sham group
and the FMT group were not statistically different at 12 h, there
was a significant difference between each pair at 24 and 48 h (P <
0.0001). The expression of MUC2 in the CLP group at 12, 24, and
48 h was lower than that of the other two groups (Figure 3B).
expression of these two proteins in the CLP group was
significantly lower than that in the other two groups at 24 or
48 h, (P < 0.001). The relative expression of the two proteins was
highest in the Sham group, intermediate in the FMT group and
lowest in the CLP group (Figure 5B).
TLR4, MyD88, and NF-kB Protein Levels
and mRNA Levels
We analyzed and compared the expression of TLR4, MyD88, and
NF-kB relative to GAPDH at 24 and 48 h in the three groups.
Except that there was no difference in the expression of TLR4
protein between the Sham and FMT groups, expression levels of
the other two proteins in the three groups were significantly
different compared with each other. Expression of the three
proteins in the CLP group at 24 and 48 h was significantly higher
than those in both the Sham and the FMT groups at the same
time points (P < 0.05) (Figure 6A). Coincidently, mRNA
expression trends in the three groups were similar to the
trends in protein expression. The relative expressions of TLR4,
MyD88, and NF-kB, in the CLP group, were significantly higher
than those in the Sham and FMT groups. Expression of MyD88,
and NF-kB had a significant difference in the CLP group
compared with the Sham and FMT groups(P < 0.05). There
was no difference in the expression of the three indicators
between the Sham group and the FMT group (Figure 6B).
Transmission Electron Microscope
Intestinal epithelial cells and intracytoplasmic organelles in the
CLP group were significantly swollen, and the microvilli were
arranged neatly, with uniform thickness and partial shedding. The
tight junctions and the structure of the intermediate junctions
were blurred, and the gap between junctions was slightly widened
in the CLP group. Portions of the desmosomes and tension wires
had disappeared. The intercellular space was widened and the
mitochondria had swelled. Intestinal epithelial cells and
intracytoplasmic organelles in the FMT group were slightly
swollen. The microvilli were arranged neatly and uniformly in
thickness, and the local area was slightly detached. The tight
junctions between epithelial cells and the structure of the
intermediate junctions were fuzzy, and the gap was slightly
widened in the FMT group. The number of desmosomes was
slightly reduced, the surrounding tension filaments were
abundant, and the mitochondria were slightly swollen (Figure 4).
16SrRNA Sequence Analysis
Krona Species Composition
Firmicutes and Bacteroidetes were the main bacteria, accounting
for 55% and 33% of the abundance found in the normal mice,
respectively. The Sham group was dominated by Firmicutes, at
66%. Proteobacteria was the dominant bacteria in the CLP
group. The relative abundance of Proteobacteria observed in
the mortality observation of the CLP groups following sepsis
modeling at 12 h, 24 h, and 7-day were 48%, 66%, and 42%,
respectively. The relative abundance of unclassified bacteria in
the CLP group at 48 h and the 7-day mortality observation in the
FMT group was 70% and 41%. The FMT group at 24 and 48 h
were dominated by Firmicutes and Bacteroidetes, accounting for
Tight Junction Proteins
We compared the average integral OD of occludin between the
CLP and the FMT groups at 12, 24, and 48 h. The results showed
that occludin expression in the CLP group at 12, 24, and 48 h was
significantly lower than expression in the FMT group
(Figure 5A). We further verified occludin and ZO-1 protein
expression by western blot test. The results showed the relative
FIGURE 2 | The serum IL-6, TNF-a, and IL-10 among the Sham, CLP, and FMT groups at 12, 24, and 48 h. The concentration of serum IL-6 (pg/mL) and IL-10 (pg/
mL) in the FMT group at 12 h after sepsis modeling were significantly higher than in the Sham group (P < 0.05), and there was no significant difference in TNF-a levels
(pg/mL) among the three groups. The serum IL-6 level in the CLP group was significantly higher than in the Sham group and the FMT group (P < 0.001) at 24 h. The
TNF-a levels in both the CLP and FMT groups were higher than in the Sham group (P < 0.001 and P < 0.01, respectively). The IL-10 level in the CLP group was lower
than in the Sham group and the FMT group (P < 0.001). The serum IL-6 level in the CLP group was higher than in the Sham group at 48 h (P < 0.01). The TNF-a level in
the CLP group was higher than in the Sham group and FMT group (P < 0.001). The TNF-a level in the FMT group was higher than in the Sham group (P < 0.05). There
was no significant difference among the three groups in the IL-10 level at 48 h.
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A
B
FIGURE 3 | The mucus layer thickness and MUC2 expression in the Sham, CLP, and FMT groups at 12, 24, and 48 h. (A) The AB-PAS method was used to
measure the thickness of the mucus layer in the Sham, CLP, and FMT groups at 12, 24, and 48 h under a digital microscope (20 × 10). The blue color indicates
goblet cell secretion and a mucus layer. The histogram on the right shows the statistical results of the comparison of the three groups. There was no significant
difference between the Sham group and the FMT group in mucus layer thickness at 24 h. (B) MUC2 expression (green fluorescence) was observed in the three
groups at 12, 24, and 48 h. The histogram shows the statistical results of all three groups. There was no significant difference between the Sham group and the FMT
group at 12 h. *P < 0.05, **P < 0.01, ****P < 0.0001, ns, no significant difference.
there was a slight recovery in the 7-day still alive mice in the CLP
group, a significant difference compared with the normal mice.
The richness and diversity of the flora in the FMT group were
higher than that observed in the CLP group at all time points, and
there was more fecal diversity than the normal mice at 24 h in the
FMT group. There was no significant difference in fecal richness
and diversity in the 7-day mortality FMT mice compared with the
CLP group at the same timepoint (Figure 7B).
48%, 27%, and 37%, 26%, and the composition closely resembled
the composition found in mice. The main bacteria in the FMT
group at 12 h were Proteobacteria and Verrucomicrobiae, with a
relative abundance of 33% and 39%, respectively. Verrucomicrobiae
accounted for 22% in the CLP group at 24 h (Figure 7A).
Alpha Diversity Analysis
The 12 h Sham group had a similar fecal richness and diversity
compared with normal mice. The fecal richness and diversity were
significantly lower in the CLP group at 12, 24, and 48 h and 7-day
mortality than those of normal mice. We observed that the fecal
richness and diversity were lowest at 48 h in the CLP group, but
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Beta Diversity Analysis
The dimensionality reduction of multi-dimensional microbial
data was performed through NMDS analysis, and the main
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FIGURE 4 | Intestinal epithelial cell junctions. Intestinal epithelial cell junctions in the CLP group and FMT group at 48 h. The images on the left were enlarged 4K, and
those on the right were enlarged 10K. ▲ Tight junction and the intermediate junction between intestinal epithelial cells. ■ The space between intestinal epithelial cells.
trends of data changes were displayed through the distribution of
samples on a continuous sorting axis. The data were also
classified by cluster analysis. In the NMDS analysis, the
clusters within the group were well and the difference between
the groups was large (Figure 7C).
that infectious diseases had the highest relative abundance
among human diseases in the KEGG secondary functional
pathway (Figure 7E).
Metabolite Analysis
We further analyzed the species composition of the differential
pathways, and found that the Lachnospiraceae contributed the most
to L-lysine fermentation to acetate and butanoate (Figure 7F).
LefSe (LDA Effect Size) Analysis
LEfSe analysis can directly perform simultaneous difference analysis
on all classification levels, and at the same time, it emphasizes finding
robust differences between groups, that is, marker species. The main
species found in normal mice were Firmicutes and Bacteroides. The
species with high levels in the Sham group were Firmicutes and
Lactobacillus, while the differential species in the CLP group were
Bacillales and Staphylococcaceae at 12 h, Enterobacteriales and
Proteobacteria at 24 h, Planococcaceae at 48 h, and
Deltaproteobacteria, Desulfovibrionales, and Erysipelatoclostridium
at 7-day mortality. The FMT group was modeled with high levels of
bacteria, including Verrucomicrobiae, Akkermansia, and
Ruminococcus at 12 h, Lachnospiraceae group, Bifidobacteriales,
Actinobacteria at 24 h, and Burkholderiaceae, Bacteroides, and
Butyricimonas at 48 h (Figure 7D).
DISCUSSION
The commensal microbiome has been shown to play a key role in
intestinal immunity because microbes regulate the maturation of
the mucosal immune system, support local mucosal immunity,
regulate cell growth, and maintain the epithelial barrier function
(Haussner et al., 2019). Sepsis alters the composition of the flora
and disrupts the balance between the host and the gut (Schmidt
et al., 2018; Liu et al., 2019). Striking abnormalities have been
reported in the intestinal microbiota of critically ill patients with
sepsis, with a wide inter-individual variation and a low bacterial
diversity (Avila et al., 2020; Bassetti et al., 2020). In this context,
FMT is an effective strategy for adjusting the dysbiosis and
restoring the normal gut microflora in patients with sepsis
(Avila et al., 2020).
Fecal microbiota transplantation refers to the transplantation
of functional bacteria from the feces of healthy donors into the
patient’s GI tract to restore the intestinal micro ecological
Functional Analysis
The core of the KEGG database is a biological metabolic pathway
analysis database, in which metabolic pathways are classified into
six categories, including metabolism, genetic information
processing, environmental information processing, cellular
processes, organismal systems, and human diseases. We found
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A
B
FIGURE 5 | Comparison of tight junction protein expression. (A) Comparison of occluding expression in the CLP and FMT groups at 12, 24 add 48 h, respectively,
and observed under a digital microscope (20 × 10). Significant results are shown in the box plot on the right, ****P < 0.0001; (B) Relative expression of occludin and
ZO-1 compared with b-actin expression in the Sham, CLP, and FMT groups at 24 or 48 h. SB, CB, TB, SD, CD, and TD represent the 24 h Sham, CLP, and FMT
groups and 48 h Sham, CLP, and FMT groups, respectively.
the intestinal flora of the 7-day mortality CLP group still
accounted for 42%, which was significantly higher than that of
normal mice. The analysis of the bacterial flora in the FMT group
revealed that Firmicutes and Bacteroidetes were the most
prevalent and the relative abundance of Proteobacteria was
low, meaning that the bacterial composition is similar to that
of normal mice. Besides, the Alphaproteobacterial load increased
and the Betaproteobacterial load decreased in the FMT group.
All of these observations indicate that the intestinal flora of septic
mice had been replenished after FMT. It is believed that FMT can
balance and subsequently to treat diseases related to microbial
imbalances (Wang et al., 2019; Zeng et al., 2019). This study was
an attempt to explore whether FMT can maintain the integrity of
the intestinal flora and protect the intestinal barrier function in
mice with sepsis. We found that there was a flora imbalance 12-h
after the modeling of sepsis. Proteobacteria had an absolute
advantage, but Firmicutes and Bacteroidetes decreased, which
was consistent with previous studies (Otani and Coopersmith,
2019). The relative abundance of Firmicutes and Bacteroidetes
recovered slightly over time, but the amount of Proteobacteria in
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A
B
FIGURE 6 | TLR4, MyD88, and NF-kB expression and mRNA levels. (A) Expression of TLR4, MyD88, and NF-kB compared to GAPDH protein among Sham, CLP,
and FMT groups at 24 and 48 h. SB, CB, TB, SD, CD, and TD represent 24 h Sham, CLP, and FMT groups and 48 h Sham, CLP, and FMT groups, respectively.
(B) Relative TLR4, MyD88, and NF-kB levels in the colon. *P < 0.05, **P < 0.01.
This indicated that Lachnospiraceae may be the key bacteria for
the effectiveness of FMT.
Tight junctions play an important role in maintaining the
integrity of the mucosal epithelium (Zihni et al., 2016; Xu et al.,
2018), and it is generally defined as a life-threatening organ failure in
the setting of critical illness (Guttman and Finlay, 2009; Vermette
et al., 2018). Critical illness induces hyper-permeability of the gut
barrier which begins as early as 1 hour after the onset of sepsis and
lasts at least 48 hours (Yoseph et al., 2016; Otani and Coopersmith,
2019). We compared transmission electron microscopy results in
48-h between the CLP and the FMT groups. The TJs of the septic
mice were blurred more than those of the FMT mice. The cell gap
was significantly wider, and both cells and organelles were swollen.
We suppose that the mice had not only intestinal barrier
dysfunction but also cellular dysfunction. The main functions of
occludin are regulating and sealing the TJs (Shawki and McCole,
2017; Wang et al., 2017). That ZO-1 outperformed other TJ markers
may reflect the concomitant organ epithelial injury which occurs in
MODS (Vermette et al., 2018). Therefore, we observed the
expression of the above two proteins in 24-h and 48-h in the
three groups, and the results showed that occludin and ZO-1 in the
CLP group were significantly lower than those in the Sham group
and the FMT group. Levels of the two indicators in the FMT group
were higher than those in the CLP group, or they were similar to
those in the Sham group.
Research has shown that the thickness of the mucus layer is
dependent on commensal bacteria (Otani and Coopersmith, 2019).
We performed blinded thickness measurements of the colonic mucus
layer in each mouse using Alcian blue-stained sections. We further
validated the thickness of the mucus layer by immunofluorescence
staining of the MUC2 mucins using a-MUC2 antibody (Desai et al.,
2016) and observed that the thickness of the mucus layer in septic
mice significantly reduced, and the thickness in the FMT group was
significantly increased. This change was consistent with the changes
in the flora of the two groups.
TLR4 is the best-characterized pathogen-recognition
receptor. Its downstream effects are varied, and the TLR/
MyD88/p38 MAPK/NF-kB pathway is popularly believed to
maintain the intestinal bacterial balance by increasing the
diversity of the flora and restoring and protecting intestinal
flora from external interference (Jeon et al., 2018). However, in
the observation of the 7-day mortality CLP group, the richness
and the diversity of bacterial flora were both lower than those of
the FMT group at 24 -h and 48 -h. As aforementioned, the dose
and the number of infusions of FMT may have contributed to
this result (Jeon et al., 2018). This experiment confirmed that the
7-day mortality rate of septic mice was significantly higher than
that of the FMT group. Early application of FMT can effectively
reduce the mortality of septic mice, most likely due to the
reconstruction of intestinal flora.
The GM supports the development of the metabolic system
and the maturation of the intestinal immune system by providing
beneficial nutrients, such as synthesizing vitamins and short-chain
fatty acids (SCFAs) (Shi et al., 2017). Butyrate, especially, can
promote the release of the mucoprotein so as to maintain the
mucus barrier (Johansson and Hansson, 2016; Wang et al., 2019).
Studies have shown that SCFAs have anti-inflammatory and
immunoregulatory activities and may reduce butyrate-producing
bacteria such as Ruminococcaceae, Faecalibacterium, and
Roseburia (Cammarota et al., 2015). Therefore, we compared
the relative abundance of Ruminococcaceae in each group, and
the results suggest that fecal bacteria significantly reduced in the
sepsis model group, while in the FMT group, the bacterial counts
were similar to or even slightly higher than those found in the
normal mice. (In our study, the relative abundance of the normal
mice was 0.07%, 0.0025% in the CLP group, and 0.067% in
the FMT group in 48-h). It appears that Ruminococcaceae plays
a role in the inflammatory response, and fecal microbiota
transplantation can effectively improve the intestinal bacteria
composition, thereby improving the inflammatory state. We
found through the functional prediction that the relative
abundance of intestinal flora was significantly different in
infectious diseases. Further analysis of the species composition
of the different pathways revealed that Lachnospiraceae
contributed the most to L-lysine fermentation to acetate and
butanoate, consistent with previous studies (Shen et al., 2018).
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A
B
C
D
E
F
FIGURE 7 | Microbiota analysis. (A) Krona species at phylum among the Normal, Sham, CLP, and FMT groups. (B) Alpha diversity. *P < 0.05, **P < 0.01 ****P <
0.001. (C) NMDS two-dimensional sorting diagram. The closer the distance between the two points in the figure, the smaller the difference between the microbial
communities in the two samples. (D) LEfSe (LAD Effect Size). A longer bar denotes a more significant difference in the taxon. The color of the bar graph indicates the
most abundant sample group corresponding to the taxon. (E) Predicted abundance map of KEGG secondary functional pathways. (F) Species composition map of
differential MetaCys metabolic pathways. The abscissa shows different groups. The order of the samples in the groups was sorted according to the similarity of the
data; the ordinate was the relative abundance of the metabolic pathways, and the species different levels of contribution to the metabolic pathways were displayed in
different colors at different levels. (In order to show the results better, we used abbreviations to represent each group: N = normal mice, 7C = CLP group mortality
observation, 7T = FMT group mortality observation, SA = Sham group 12 h; CA, CB, and CD = CLP group at 12, 24, and 48 h time points, respectively, and TA,
TB, and TD = FMT group at 12, 24, and 48 h time points, respectively).
the three groups. It was observed that the amount of apoptosis
protein caspase 3 was different between the CLP group and the
FMT group, and the amount of apoptosis in the CLP group was
significantly higher than that of the FMT group.
This study has certain limitations: First, we selected the C57BL/
6 mouse as our animal model. It is of common knowledge that the
human gut microbiota varies greatly, and it is affected by many
factors, including host-intrinsic, host-extrinsic, and
play a critical role in the inflammatory response (Piton and
Capellier, 2016; Tian et al., 2016). In this study, the TLR4/
MyD88/NF-kB pathway in septic mice increased significantly
at both the protein level and the gene level, and the inflammatory
factors TNF-a and IL-6 increased at different levels in 24-h and
48-h after modeling, while IL-10 decreased in 24-h and 48-h after
modeling. FMT treatment decreased the inflammatory response.
This is consistent with the pathological score of bowel injury in
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environmental. Precise microbiome modulation, therefore, is still
in its infancy (Schmidt et al., 2018). Second, FMT has been shown
to be highly efficient in the treatment of recurrent C. difficile
infection (Jeon et al., 2018; Schmidt et al., 2018), but its application
in sepsis has only been rarely reported. FMT is often preceded by
preparatory antibiotic treatment in clinical practice, which makes
it difficult to disentangle its effects (Schmidt et al., 2018). While
antimicrobials are one of the fundamental and often life-saving
modalities in septic patients, they can also pave the way for
subsequent harm because of the resulting damage to the gut
microbiome (Bhalodi et al., 2019). It has been reported that the
association between antibiotic exposure and subsequent sepsis is
related to microbiome depletion, rather than the severity of illness
(Haak et al., 2018). Therefore, our initial experiment did not
involve the use of antibiotics, but its combined application with
FMT was included in subsequent studies. Third, it has been
reported that the biological activity of the fresh fecal microbiota
liquid is not affected by two hours of storage on ice (Hamilton
et al., 2012). In our experiment, the fresh fecal bacteria liquid was
kept on ice and was transplanted within 1 hour. It is speculated
that its biological activity is not affected, but this needs to be
confirmed in further research. Fourth, We did not attempt to
discern the complete reconstruction time of intestinal flora after
initiating FMT, nor did we compare the frequency and the
number of transplantation, but it appears that early application
of FMT has a protective effect on the intestinal function of septic
mice. Finally, in view of the limited predictive function of
PICRUSt, we will further use the full RNA transcriptome from
both stool and mucosa-adherent microbiota for verification.
Lachnospiraceae contributes the most to intestinal protection
through enhancement of the L-lysine fermentation pathway,
resulting in the production of acetate and butanoate, and
maybe the key bacteria in short-chain fatty acid metabolism
that promotes the success of fecal microbiota transplantation.
CONCLUSION
ACKNOWLEDGMENTS
GM imbalance exists early in sepsis. Fecal microbiota
transplantation can not only improve morbidity and effectively
reduce mortality in septic mice, but can also effectively reduce
epithelial cell apoptosis, improve the composition of the mucus
layer, upregulate the expression of TJ proteins, and reduce
intestinal permeability and the inflammatory response, thus
protecting the intestinal barrier function. In our study, after
FMT, the abundance and diversity of the gut flora were restored,
and the microbial characteristics of the donors changed.
This article was submitted as a preprint to BioRxiv as
Gai et al. 2020.
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DATA AVAILABILITY STATEMENT
The datasets presented in this study can be found in online
repositories. The names of the repository/repositories and
accessionnumber(s) can be found below: NCBI repository,
accession number SRP336491: PRJNA762235.
ETHICS STATEMENT
The animal study was reviewed and approved by The Animal
Ethics Committee of Hebei Medical University.
AUTHOR CONTRIBUTIONS
XG, HW, and HLZ conceived and designed the experiments,
participated in its design and coordination, and helped to draft
and revise the manuscript. XG, YL, HTZ, CH, and ZW
performed the mice studies and analyzed the data. All authors
contributed to the article and approved the submitted version.
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Low-Level Environmental Heavy Metals are Associated with Obesity Among Postmenopausal Women in a Southern State
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Exposure and health
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cc-by
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Shelbie Stahr1 · Tung‑chin Chiang2 · Michael A. Bauer3 · Gail A. Runnells4 · Lora J. Rogers5 · Huyen Vi Do4
Susan A. Kadlubar2 · L. Joseph Su4 Shelbie Stahr1 · Tung‑chin Chiang2 · Michael A. Bauer3 · Gail A. Runnells4 · Lora J. Rogers5
Susan A. Kadlubar2 · L. Joseph Su4 Received: 21 August 2020 / Revised: 23 November 2020 / Accepted: 15 December 2020 / Published online: 17 January 2021
© The Author(s) 2021 Exposure and Health (2021) 13:269–280
https://doi.org/10.1007/s12403-020-00381-6 Exposure and Health (2021) 13:269–280
https://doi.org/10.1007/s12403-020-00381-6 ORIGINAL PAPER Abstract Both arsenic and cadmium are reported to be toxic to humans. The use of saliva as a biomarker of low-level exposures to
these elements has not been adequately explored, and the putative relationship between exposure and obesity is unclear. This cross-sectional study aims to investigate the relationship between salivary arsenic and cadmium concentrations and
their association with obesity. Arsenic and cadmium concentrations were analyzed in human saliva samples by Inductively
Coupled Plasma-Mass Spectrometry on 270 randomly selected women who participated in the Arkansas Rural Community
Health Study. Multivariable logistic regression was performed to evaluate the association between heavy metal concentra-
tions and obesity. Stratified logistic regression was performed based on menopausal status. Generalized linear models were
used to evaluate weight gain velocity. Significant positive associations were observed in postmenopausal women for both
arsenic (OR = 4.43, 95% CI 1.91–10.28) and cadmium (OR = 2.72, 95% CI 1.23–5.99) concentrations, as well as significant
trends among tertiles (p < 0.01 and p = 0.01, respectively). No relationship with obesity was evident among premenopausal
women for either metal. A dose–response relationship was observed between increasing weight gain velocity and increas-
ing metal concentrations. At concentrations well below governmental and industrial standards for acute toxicity, significant
associations between obesity and concentration of these heavy metals are evident. The rate at which individuals gain weight
is affected by metal concentrations and may play a role in the rapid increase in weight in postmenopausal women. These
results might explain, in part, the missing variability in the increasing obesity pandemic in certain population exposed to
these environmental toxicants. Keywords Arsenic · Cadmium · Obesity · Saliva · Menopause Vol.:(012345678
1 3
Keywords Arsenic · Cadmium · Obesity · Saliva · Menopause
* Shelbie Stahr
SStahr@uams.edu
Tung‑chin Chiang
TChiang@uams.edu
Michael A. Bauer
MBAUER2@uams.edu
Gail A. Runnells
RunnellsGailAnn@uams.edu
Lora J. Rogers
LJRogers@uams.edu
Huyen Vi Do
dohuyenv@gmail.com
Susan A. Kadlubar
sakadlubar@gmail.com
L. Joseph Su
ljsu@uams.edu
1
Interdisciplinary Biomedical Sciences, Department
of Clinical and Translational Sciences, University
of Arkansas Medical Sciences, 4301 W. Markham St. Slot
#601, Little Rock, AR 72205, USA
2
Department of Environmental and Occupational Health,
Fay W. Boozman College of Public Health, University
of Arkansas Medical Sciences, 4301 West Markham, # 820,
Little Rock, AR 72205, USA
3
Department of Biomedical Informatics, College of Medicine,
University of Arkansas Medical Sciences, 4018 W Capitol
Ave, Little Rock, AR 72205, USA
4
Department of Epidemiology, Fay W. Introduction Hundreds of millions of dollars are spent to prevent obe-
sity in the United States annually (Lanza et al. 2010;
Kruger et al. 2004); however, obesity rates over the past
50 years continue to climb (Wang et al. 2020). It is esti-
mated that approximately 38% of US adults are defined
as obese (NCHS 2016). Factors contributing to obesity
include lack of physical activity and exercise, imbalance of
energy intake and expenditure, a high sedentary lifestyle,
intake of high-caloric foods, stress, genetics, and health/
medical conditions (Eunice Kennedy Shriver National
Institute of Child Health and Human Development 2016;
Lopomo et al. 2016). The National Institute of Health has
concluded that the greatest contributor to weight gain is
the imbalance between caloric intake and energy expendi-
ture (Eunice Kennedy Shriver National Institute of Child
Health and Human Development 2016), but recent stud-
ies demonstrate that these factors do not fully explain the
obesity problem (Park et al. 2017; Lopomo et al. 2016). Lesser known consequences of arsenic exposure have
been observed in both experimental and epidemiologi-
cal studies regarding the relationship between arsenic and
obesity. An in vitro study published in 2011 concluded that
prolonged inorganic arsenite exposure resulted in decreased
expression in glucose transporter type 4 (GLUT4) and sev-
eral adipogenic genes (Xue et al. 2011). This study indicates
that prolonged exposure to arsenic causes significant effects
on adipocytes (Xue et al. 2011). Similarly, an in utero study
published in 2016 found that mice with early life exposure
to arsenite resulted in abnormal metabolism, increased body
weight, as well as other cardiometabolic risk factors (Ditzel
et al. 2016). Unlike these experimental studies, epidemio-
logical studies are less consistent. High BMI was associated
with a low percentage of urinary arsenic excreted as mono-
methylarsonic acid in women (Gomez-Rubio et al. 2011). Contrarily, in 2010 a study evaluating if arsenic was asso-
ciated with body composition in reproductive-age women
found that there was no association between the two after
adjusting for food consumption and lifestyle factors (Ronco
et al. 2010). y p
p
As of 2019, arsenic ranks number one on the Agency for
Toxic Substances and Disease Registries (ATSDR) list of
hazardous substance Priority List (ATSDR 2020). This list
is created by utilizing an algorithm that takes into account
the toxicity, potential for human exposure, as well as the
frequency of human exposure (ATSDR 2020). Abstract Boozman College
of Public Health, University of Arkansas Medical Sciences,
4301 W. Markham St. # 820, Little Rock, AR 72205, USA
5
COPH Department of Epidemiology Slot 721‑21,
Winthrop P. Rockefeller Cancer Institute, Fay W. Boozman
College of Public Health, University of Arkansas
for Medical Sciences, 4104 Outpatient Circle, Little Rock,
AR 72205‑7101, USA 1
Interdisciplinary Biomedical Sciences, Department
of Clinical and Translational Sciences, University
of Arkansas Medical Sciences, 4301 W. Markham St. Slot
#601, Little Rock, AR 72205, USA 1
Interdisciplinary Biomedical Sciences, Department
of Clinical and Translational Sciences, University
of Arkansas Medical Sciences, 4301 W. Markham St. Slot
#601, Little Rock, AR 72205, USA 2
Department of Environmental and Occupational Health,
Fay W. Boozman College of Public Health, University
of Arkansas Medical Sciences, 4301 West Markham, # 820,
Little Rock, AR 72205, USA 3
Department of Biomedical Informatics, College of Medicine,
University of Arkansas Medical Sciences, 4018 W Capitol
Ave, Little Rock, AR 72205, USA 4
Department of Epidemiology, Fay W. Boozman College
of Public Health, University of Arkansas Medical Sciences,
4301 W. Markham St. # 820, Little Rock, AR 72205, USA 5
COPH Department of Epidemiology Slot 721‑21,
Winthrop P. Rockefeller Cancer Institute, Fay W. Boozman
College of Public Health, University of Arkansas
for Medical Sciences, 4104 Outpatient Circle, Little Rock,
AR 72205‑7101, USA (0121 3456789)
3 270 S. Stahr et al. 2006; Munoz et al. 2018; Surdu et al. 2015). Arsenic has
also been identified as an endocrine disrupter in various
in vivo, in utero, and cell culture models (Chatterjee and
Chatterji 2010; Davey et al. 2007; Waalkes et al. 2004). These disruptions can cause adverse developmental, repro-
ductive, neurological, and immune effects (Alvarado-Cruz
et al. 2018; Ashrap et al. 2019; Chen et al. 2009; Iavicoli
et al. 2009; Liu et al. 2015; White et al. 2019). One study
reported that an increase in arsenic resulted in decreased
levels of estradiol that presented in a dose–response man-
ner within a rat model (Chatterjee and Chatterji 2010). The study further describes that arsenic may mimic the
estrogen mechanisms that disrupt the endocrine signaling
pathway and reproductive failures. Study Population Arsenic and cadmium, among other elements, are in the
multi-element ICP-MS stock standard and quality control
standard solutions. The internal standard used for ICP-MS
analysis was Yttrium (10 µg/L). Saliva samples were homog-
enized by inverting several times prior to analysis. All sam-
ples were analyzed in kinetic energy discrimination (KED)
mode. Blank Oragene DNA stabilizing solution without
saliva was tested and confirmed no measurable trace ele-
ment of interest. Data obtained from the Arkansas Rural Community Health
(ARCH) Study cohort, formerly known as Spit for the Cure
(Bondurant et al. 2011; Lee et al. 2014; McElfish et al. 2019)
was utilized in the present study. All 75 counties in Arkansas
are represented in this cohort, including an overrepresenta-
tion of African Americans. The ARCH population was not
intended to be representative of the entire female population
of Arkansas. In addition to being a racially diverse cohort,
it is also comprised of individuals with a higher education
attainment compared to the overall state average. Data were
collected at baseline that contained information regarding,
family and medical history, specific information regarding
breast cancer history and treatment, reproductive health,
physical activity, and socioeconomic status. For each par-
ticipant, a baseline 2 mL self-collection saliva sample was
collected at the time of study enrollment. Baseline informa-
tion was collected through various community events from
a total of 26,347 women between the ages of 18 and 100. To verify that all samples utilized produced valid num-
bers, samples were compared against the Background Equiv-
alent Concentration (BEC) (Wilschefski and Baxter 2019;
Thomas 2004; CASRN E. S. C. E. S. 2014). The BEC is
used to assure that the signals used in sample quantifica-
tion are not due to “signal noise” resulting from background
interference (CASRN E. S. C. E. S. 2014). The literature
states that utilization of the BEC is a more reliable assess-
ment in real-world sample matrices in regards to instrument
performance (Thomas 2004), due to the quantification of
the background level. In the present study, three arsenic
concentrations were below its respective BEC value, and
one cadmium fell below its respective BEC. For purposes
of analyses, these values were recorded as “0.00” due to
the variable being analyzed in tertiles. When reporting the
measures of central tendency, these values were excluded
from the analysis. Study Population Less than 1.0% of cadmium concentra-
tions were recorded below BEC and 1.1% of arsenic concen-
trations fell below their respective BEC values. A random sample of 270 subjects (~ 1% of the ARCH
cohort) was selected and concentrations for arsenic and
cadmium were quantified for the present study. This study
is pilot in nature to explore our hypothesis. Future studies
utilizing a larger sample size from the cohort with prospec-
tive follow-up will be conducted as well as the addition of
more underlying conditions. Baseline questionnaire data
were used for analysis, as well as 400 µL of the baseline
saliva sample. Introduction 1 3 3 271 Low-Level Environmental Heavy Metals are Associated with Obesity Among Postmenopausal Women… The obesity epidemic has dramatically increased, par-
ticularly in the southern region of the United States (CDC
2019), including Arkansas. Among women, Arkansas has
the highest prevalence of obesity compared to all other states
(America’s Health Rankings 2020). This study conducted
in an Arkansas population aimed to identify other putative
contributors to the growing obesity epidemic. We sought to
evaluate the potential association of arsenic and cadmium
with obesity among women in Arkansas, where obesity and
exposure to these elements are prevalent. solution and stored in the dark at room temperature until
analysis. To obtain arsenic and cadmium concentrations,
samples were analyzed using a Thermo Fisher Scientific
iCAP RQ ICP-MS (Thermo Fisher Scientific, Waltham,
MA). Multi-element ICP-MS stock standard and internal stand-
ards of 10 µg/mL was purchased from Inorganic Ventures,
Christiansburg, VA. A second source quality control stand-
ard (100 µg/mL) was purchased from SPEX CertiPrep,
Metuchen, NJ. Nitric acid trace metal grade and ethyl alco-
hol was purchased from Fisher Chemical, Fair Lawn, NJ. The sample diluent used to prepare the standards, quality
controls, and samples consisted of 2% (v/v) nitric acid and
ethanol. Introduction Exposure to
high levels of arsenic can cause skin lesions, cardiovascu-
lar disease, neurological effects, diabetogenic effects, and
various forms of cancer (ATSDR 2011a; IARC 2012a). The effect of arsenic exposure in low doses remains con-
troversial in the literature (Schmidt 2014). General popula-
tion exposures to arsenic are largely attributed to contami-
nated food, water, and air ingestion averaging between 20
and 300 µg/day (IARC 2012a). Arsenic (As) is a naturally
occurring metalloid that is ubiquitous in the environment. Arkansas is among several states along the Mississippi
Delta region, which reports the highest levels of arsenic
in the U.S. (Smith et al. 2017). Individuals residing in the
state experience chronic low-dose exposures to these met-
als, and the health effects are not yet clear.f Cadmium (Cd) has long been recognized as an environ-
mental risk factor for multi-organ dysfunction and has been
determined to play a role in the pathogenesis of obesity,
diabetes, and the metabolic syndrome (Tinkov et al. 2017). Like arsenic, cadmium is ubiquitous in the environment and
is in the top ten environmental chemicals of concern to envi-
ronmental health agencies (Park et al. 2017). There is an
abundance of literature focusing on cadmium exposure via
in utero, perinatal, and infant exposure, but limited data on
the relationship between adult exposure and obesity exist
(Park et al. 2017). Human studies have produced conflicting
results (Tinkov et al. 2017). Data from the National Health
& Nutrition Examination Survey (NHANES), reported urine
cadmium concentrations were negatively associated with
BMI, waist circumference, and obesity (Padilla et al. 2010). However, a study utilizing blood cadmium levels reported a
positive association between cadmium and BMI, as well as
cadmium and dyslipidemia (Zhou et al. 2016). f
While arsenic is known to have harmful health effects
regardless of gender, there are some consequences that are
unique to women. Numerous studies have shown that preg-
nant women, fetuses, and neonates all suffer adverse preg-
nancy outcomes when exposed to arsenic (Milton et al. 2005, 2017; Rahman et al. 2009; Farzan et al. 2013; Ronco
et al. 2010). Particularly for exposed mothers, hypertensive
disorders have been reported at higher rates than in the
general population. Studies of pregnant women in Chile
and Romania have identified associations between adverse
health outcomes among mothers consumed drinking water
with arsenic concentrations of 40 μg/L (Hopenhayn et al. Other Covariates Sociodemographic information provided in the baseline
survey such as race, hormone use, region of residence,
education, breastfeeding/parity, alcohol use, age, physical
activity, and age at last menstrual cycle were included to
identify confounding effects and effect modification. The
variables race, hormone use, region, education, breastfeed-
ing/ parity, and alcohol use were analyzed as categorical
variables, while the variables age, physical activity, and age
at last menstrual cycle were analyzed as continuous vari-
ables. Physical activity was a composite variable that varied
from walking to vigorous activity, resulting in total hours per
week. Race was analyzed as a categorical variable, white/
European American (EA), black/African American (AA),
and other. In the final stratified models, other racial groups
were excluded from the analysis due to insufficient sample
size (n = 12) and race was analyzed as a dichotomous vari-
able, EA and AA. Hormone use was analyzed as a dichoto-
mous variable (yes/no), relating to the participants’ men-
strual cycle. Region was analyzed as a dichotomous variable
as either Rural or Urban, classified by the subjects’ zip code
at baseline using the rural–urban commuting area (RUCA)
codes. Participants’ parity and breastfeeding practices were
combined to create a composite variable with the following
three possible outcomes: Nulliparous and never breastfed,
given birth to at least one child and never breastfed, or given
birth to at least one child and breastfed. This composite was
created to avoid multicollinearity being introduced into the
statistical models. Linear regression models were attempted to observe the
relationship between arsenic and cadmium and their associa-
tion to obesity, while using BMI as the continuous outcome. Due to majority of participants had very low concentrations
of these heavy metals, the data were heavily skewed such
that normalization could not be achieved (data not shown). However, after producing stratified models, a log10 normal-
ization was attempted and successful for postmenopausal
women and two regression models examining arsenic and
cadmium as continuous exposures with the outcome of obe-
sity was performed producing odds ratios (ORs) and 95%
confidence intervals (95% CI). Heavy metal data of premen-
opausal women were unable to be adequately normalized,
and therefore linear regression was not possible at the time,
this is likely due to the small sample size. Unconditional logistic regression was used to estimate
unadjusted and multivariable-adjusted ORs and 95% CIs
to estimate associations between increased likelihood for
obesity and each metal concentration category. Statistical Analyses Weight Gain Velocity = (Weight at enrollment −Weight at age 18)
(Age at enrollment −8) Differences in patient characteristics between non-obese
and obese individuals were evaluated using X2 test for cat-
egorical variables and t-tests for continuous variables. Both
arsenic and cadmium concentrations were categorized into
three levels based on the overall cohort distribution; the first
level belonging to individuals with the lowest third of the
specific element concentration, the second level comprised
of the middle 33% of the concentrations, and the highest
tertile contains the highest third of the specific element con-
centrations. Distributions of both arsenic and cadmium were
determined by evaluating the measures of central tendency. Obesity Participants were asked to refrain from eating or drinking at
least 30 min prior to providing a saliva sample. Participants
were also discouraged from providing a sputum sample, as
mucus was not desired. Roughly 200 µL of a spit sample was
mixed with equal parts Oragene DNA (OG-250) stabilizing
solution (DNA Genotek, Ottawa, Ontario, Canada) (Barai
et al. 2017), inverted 3–4 times to ensure distribution of At baseline, participants self-reported their height (in.)
and weight (lb.), to which the participants’ body mass
index (BMI) was calculated with the following formula:
BMI = [weight (kg)/height (m2)]. If a participant had a BMI
of greater than or equal to 30, they were defined as obese. If the BMI was between 18.5 and less than 30, they were
defined as non-obese. Individuals with unreliable data, 1 3 272 S. Stahr et al. the analysis if a covariate utilized in the specific model was
recorded as missing (n = 14). As previously described, data
obtained for the current study were obtained from the exist-
ing ARCH study cohort. The ARCH cohort was established
to study the risk and effects of breast cancer. In the current
study, breast cancer cases were excluded (n = 8), to omit any
potential bias that were associated with any treatment, life-
style, or genetic factors. such as outliers or data entry errors, were removed from the
analysis (n = 4). The weight gain velocity (WGV) was calculated with the
formula below to observe potential associations in the rate
of weight gain with different concentrations of arsenic and
cadmium. Individuals were asked to self-report their best
approximation of their weight at age 18 during the base-
line survey. If there were missing records for an individual’s
weight, age, or weight at age 18, their WGV was reported
as missing (n = 1): Other Covariates Tests for
trend were performed by assessing median of arsenic and
cadmium concentration tertiles as ordinal variables in the
logistic regression model to observe their associations with
obesity. These models were created due to the low concen-
trations of both arsenic and cadmium, to better observe a
difference between relative “low”, “medium”, and “high”
values. Exclusions Participants were excluded from the study to eliminate
potential bias. Individuals that recorded non-reliable or miss-
ing value for height or weight, or a record of a BMI < 18.5
or > 60 were excluded from the analysis (n = 11). When ana-
lyzing the adjusted models, individuals were excluded in Potential confounding variables for the association
between obesity and arsenic and cadmium concentrations
were included in the multivariable logistic regression mod-
els. Confounding variables were selected based on a priori
knowledge, as well as a 10% change in the beta coefficient. 1 3 3 273 Low-Level Environmental Heavy Metals are Associated with Obesity Among Postmenopausal Women… The most parsimonious model was used for each analysis
to estimate associations with obesity and arsenic and cad-
mium concentrations. The following covariates were used in
at least one of the models presented: age, ethnicity, meno-
pausal status, parity/breastfeeding history, age at last men-
strual cycle, and alcohol use. Stratified models were used to
analyze obesity with arsenic and cadmium concentrations
for both premenopausal and postmenopausal women, using
two different models. Generalized linear models were used
to examine the regression between WGV and various metal
quartiles, and comparisons were made using the lowest
quartile as a reference. WGV was analyzed utilizing arsenic
and cadmium quartiles rather than tertiles due to the larger
sample size allowing for further categorizations to better
investigate the relationship. form of education obtained. The distribution of age since
menopause among postmenopausal women is rather uni-
form, regardless of obesity status, with roughly 30% in
each category. When the variable of parity and breastfeed-
ing were combined into one composite variable, premeno-
pausal non-obese women mainly gave birth to children and
did breastfeed (52.8%) compared to the other categories,
whereas premenopausal obese women, as well as all post-
menopausal women primarily gave birth to children and
did not participate in breastfeeding (50.0%, 54.8%, and
48.9% respectively). The majority of women in the study,
both non-obese and obese, premenopausal and postmeno-
pausal women reported their alcohol consumption as never
to once a year. The distribution of BMI was similar among premeno-
pausal and postmenopausal women. Among premenopausal
women, the non-obese women had a mean BMI of 24 kg/
m2, whereas obese women had a mean BMI of 38 kg/m2. Similarly, postmenopausal non-obese women had a BMI of
27 kg/m2, and obese women recorded a higher BMI of 37 kg/
m2. Exclusions Premenopausal women displayed an almost 23-lb differ-
ence between non-obese and obese self-reported weight at
age 18, whereas postmenopausal women reported a smaller
gap of 7.4 lb. Regardless of the menopausal group, the non-
obese women reported lower weights at age 18 compared
to obese women. The mean ages for each group of women
ranged from 44 years of age to 59 years of age. Premenopau-
sal women recorded more hours per week participating in
physical activity compared to postmenopausal women. The
age at which women underwent menarche was consistent
across all groups. Interaction was assessed between arsenic and cadmium
using a multiplicative model utilizing 75% cutoff points to
determine the effects of “high” and “low” concentrations of
each heavy metal. The test for interaction did not produce
significant results; however, high arsenic values appear to
enhance the associations. Therefore, we produced separate
final models for arsenic and cadmium. i
Each analysis performed was two-sided with p values of
α less than 0.05. All analyses were performed using SAS
version 9.3. Results Demographic information stratified by both obesity and
menopausal status is shown in Table 1. The cohort over-
all was split evenly between non-obese and obese women
(51.9% vs. 48.1%, respectively). The study population
consists of 78 women who identified as being premeno-
pausal and 192 postmenopausal women. Among non-obese
premenopausal women, the majority self-identified as
European American (EA) (77.8%), whereas the major-
ity of the obese premenopausal women self-identified as
African American (AA) (59.5%). In the postmenopausal
group, a large percentage of both non-obese and obese
individuals identified as EA (69.2% and 60.2%, respec-
tively). Regardless of obesity status, the majority of study
participants live in rural regions of Arkansas. No premeno-
pausal women reported using hormone therapy. Among
postmenopausal women, similar percentages reported
using hormones for both non-obese and obese individuals
(11.5% and 11.4%, respectively). Premenopausal women
differed in education status when separated by obesity. The
majority of non-obese individuals attended some college
or technical school, whereas obese individuals primarily
completed a high school degree or GED. The majority
of postmenopausal women, regardless of obesity status,
completed a high school degree or GED as their highest Distributions of both arsenic and cadmium are detailed
in Table 2. All concentrations, regardless of element, are
below the safety limits set by the Centers for Disease Control
and Prevention (CDC), World Health Organization (WHO),
Food and Drug Administration (FDA), and the Agency for
Toxic Substances and Disease Registry (ATSDR) (ATSDR
2011a, b). The mean arsenic values for both premenopausal
and postmenopausal women are higher for obese women
compared to non-obese women (0.028 µg/L, 0.023 µg/L vs. 0.022 µg/L, 0.020 µg/L, respectively). When cadmium con-
centrations were considered, mean distributions differed by
menopausal status. Premenopausal women had higher mean
cadmium concentrations among non-obese women com-
pared to obese (0.026 µg/L and 0.019 µg/L, respectively). Among postmenopausal women, those that were obese had
a higher mean cadmium concentration compared to those
who identified as non-obese (0.110 µg/L and 0.020 µg/L,
respectively). It should be noted that one individual in the
study population had a significantly higher cadmium con-
centration that the rest of the participants; however, when
excluding this participant, the relationships between obese
and non-obese individuals remain (results not shown). 1 3 S. Stahr et al. 274 Table 1 Sociodemographic characteristics of the population by obese status and menopausal status
SD standard deviation, BMI Body mass index, lbs. Pounds, hrs. Hours, yrs. Results Years
† Chi-square test for categorical variables
Characteristic
Premenopausal women
Postmenopausal women
Non-obese†
Obese†
Non-obese†
Obese†
N = 36
(%)
N = 42
(%)
N = 104
(%)
N = 88
(%)
Race
AA/African American
6
(16.7)
25
(59.5)
26
(25.0)
33
(37.5)
EA/European American
28
(77.8)
17
(40.5)
72
(69.2)
53
(60.2)
Missing
2
(5.5)
0
(0.0)
6
(5.8)
2
(2.3)
Region
Rural
36
(100.0)
37
(88.1)
99
(95.2)
84
(95.5)
Urban
0
(0.0)
5
(11.9)
4
(3.8)
3
(3.4)
Missing
0
(0.0)
0
(0.0)
1
(1.0)
1
(1.1)
Hormone use
Yes
0
(0.0)
0
(0.0)
12
(11.5)
10
(11.4)
No
36
(100.0)
42
(100.0)
92
(88.5)
78
(88.6)
Missing
0
(0.0)
0
(0.0)
0
(0.0)
0
(0.0)
Education
Less than high school
2
(5.6)
3
(7.1)
16
(15.4)
14
(15.9)
High school graduate or GED
11
(30.5)
16
(38.1)
42
(40.4)
35
(39.8)
Some college or technical school
14
(38.9)
15
(35.7)
26
(25.0)
30
(34.1)
College or post graduate
9
(25.0)
8
(19.1)
20
(19.2)
9
(10.2)
Missing
0
(0.0)
0
(0.0)
0
(0.0)
0
(0.0)
Menopausal status
Premenopausal
36
(100.0)
42
(100.0)
0
(0.0)
0
(0.0)
Postmenopausal for ≤ 10 years
0
(0.0)
0
(0.0)
34
(32.7)
29
(33.0)
Postmenopausal for 10–21 years
0
(0.0)
0
(0.0)
33
(31.7)
34
(38.6)
Postmenopausal for > 21 years
0
(0.0)
0
(0.0)
37
(35.6)
25
(28.4)
Missing
0
(0.0)
0
(0.0)
0
(0.0)
0
(0.0)
Children and breastfeeding
Not given birth and not breastfeed
2
(5.5)
5
(11.9)
8
(7.7)
12
(13.6)
Given birth and not breastfed
15
(41.7)
21
(50.0)
57
(54.8)
43
(48.9)
Given birth and breastfed
19
(52.8)
16
(38.1)
38
(36.5)
30
(34.1)
Missing
0
(0.0)
0
(0.0)
1
(1.0)
3
(3.4)
Alcohol use
Never to once a year
26
(72.2)
26
(61.9)
78
(75.0)
77
(87.5)
Once a month
5
(13.9)
11
(26.2)
10
(9.6)
3
(3.4)
Once a week to several times a week
4
(11.1)
4
(9.5)
14
(13.5)
5
(5.7)
Every day
1
(2.8)
1
(2.4)
2
(1.9)
2
(2.3)
Missing
0
(0.0)
0
(0.0)
0
(0.0)
1
(1.1)
Mean‡
(SD)
Mean‡
(SD)
Mean‡
(SD)
Mean‡
(SD)
BMI
24
(3.0)
38
(6.0)
27
(2.7)
37
(4.8)
Missing
0
0
0
0
Weight at 18 years of age (lbs.)
117.4
(16.5)
140.3
(38.8)
122.2
(26.1)
129.6
(29.3)
Missing
0
0
2
0
Baseline Age (yrs.)
44
(6.7)
46
(5.2)
59
(8.8)
58
(8.1)
Missing
0
0
0
0
Physical Activity (hrs. SD standard deviation, BMI Body mass index, lbs. Pounds, hrs. Hours, yrs. Years Results A significant increase in risk for
obesity can be seen with increasing cadmium concentrations,
as well as a significant trend (P for trend = 0.01). These trends
suggest a dose–response for both arsenic and cadmium, and
their relationship with an increased risk for obesity. Observing
arsenic as a continuous variable for postmenopausal women
was also produced and yielded statistically significant results
similar to results of the logistic regression models. For every
10 unit increase in arsenic, the odds of being obese increase
by a factor of 19.01. Similarly, for every 10 unit increase in
cadmium, the odds of being obese increase by a factor of 2.64. Models were only ran among postmenopausal women, as pre-
menopausal women did not fit a normal distribution among
heavy metals. Weight gain velocity was calculated to identify
potential associations between metal concentrations and the
rate of weight gain since 18 years of age. Figure 1 displays
the comparison of mean metal concentrations displayed in
quartiles compared to their respective weight gain velocities. While only the first and fourth arsenic quartile show a statisti-
cally significant difference (p < 0.05), the overall positive trend
can be seen for increasing metal concentration and increasing
weight gain velocity for both cadmium and arsenic that suggest
dose–response relationships. While these results are promising, the mechanisms of
these relationships have yet to be ascertained. Furthermore, there are several biologically plausible
hypotheses of the associations between arsenic and obesity
seen in this study. Arsenic is typically measured in urine, blood, hair, and
fingernails/toenails as appropriate biospecimens for expo-
sure, while saliva is not as commonly used. Cadmium is
more commonly measured in blood, urine, and kidney sam-
ples. A study published in West Bengal, India, analyzed
saliva and concluded that salivary arsenic could be used as
a potential biomarker of arsenic exposure, compared to urine
arsenic concentrations (r = 0.60) (Bhowmick et al. 2013). A
similar study published in Environmental Health and Pre-
ventative Medicine concluded that saliva might be utilized
as a biological monitoring tool for arsenic, due to their cor-
relation analysis finding significant positive correlations
between total arsenic in urine and saliva (r = 0.794, p < 0.01)
(Wang et al. 2017). Results per week)
17.5
(1207.3)
20.5
(1590.7)
15.3
(1290.6)
12.1
(874.3)
Missing
0
0
0
0
Age at first menstrual cycle
13
(2.0)
13
(2.0)
13
(1.8)
12
(1.8)
Missing
0
1
0
0 Sociodemographic characteristics of the population by obese status and menopausal status 1 3 Low-Level Environmental Heavy Metals are Associated with Obesity Among Postmenopausal Women… 275 Table 2 Descriptive statistics by element concentration, obese status, and menopausal status
*Excluding concentrations that were below BEC
**Mean, Median, Min. and Max. are shown in µg/L
Arsenic
Premenopausal women
Postmenopausal women
N
Mean
Median
SD
Min
Max
N
Mean
Median
SD
Min
Max
Obese
41
0.028
0.017
0.044
0.008
0.261
88
0.023
0.022
0.012
0.008
0.086
Non-obese
35
0.022
0.019
0.011
0.007
0.048
103
0.020
0.017
0.012
0.007
0.090
Cadmium
Obese
42
0.019
0.016
0.019
0.003
0.092
88
0.110
0.012
0.655
0.002
6.144
Non-obese
36
0.026
0.017
0.030
0.002
0.169
104
0.020
0.011
0.029
0.001
0.209 Table 2 Descriptive statistics by element concentration, obese status, and menopausal status g
**Mean, Median, Min. and Max. are shown in µg/L associations found in this study relating to obesity were evi-
dent only among postmenopausal women. While it is known
that weight gain is a common result after menopause (Al-
Safi and Polotsky 2015; Lovejoy 2003), a change in fat dis-
tribution also occurs (Lovejoy 2003; Al-Safi and Polotsky
2015). While the mechanism is unclear, there are several
factors that influence this distribution, such as hormone
replacement therapy, age, and body composition (Lovejoy
2003). Another factor that should be recognized are estrogen
levels. While there is sparse epidemiologic data regarding
the relationship between estrogen and arsenic, the results
produced from the current study support the existing evi-
dence. The relationship seen between arsenic and obesity
among postmenopausal women in the current study sup-
ports the relationship of a decrease in estrogens as a result of
increased arsenic concentrations seen in other publications
(Chatterjee and Chatterji 2010). Table 3 displays the associations between obesity and
metal concentrations. No models comprised of premenopausal
women produced significant relationships or trends regard-
ing metal concentration and obesity. Among postmenopausal
women, relationships between obese and heavy metals were
evident. A significant association was observed for increas-
ing concentrations of arsenic and risk for obesity, including
a significant trend (P for trend < 0.01). Although the relation-
ship with obesity was less robust, cadmium concentrations
followed a similar direction. Results We also found a significantly correla-
tion in our pilot study of 100 volunteers for the concentra-
tion of arsenic between saliva and urine (r = 0.60, p < 0.01)
after adjusting for age, race, sex, BMI, and smoking status Discussion 1 Regression between the weight gain velocity LS-means and arsenic quartiles and between the weight gain velocity LS-mean and cadmium quartiles determined using simple linear
regression 1 3
Table 3 Odds Ratios and 95% Confidence Intervals for association between element concentrations and obese status
a Adjusted for: age, ethnicity, and parity/breastfeeding
b Adjusted for: age, ethnicity, alcohol use, parity/Breastfeeding, and age at first menstrual cycle
Premenopausal women
Postmenopausal women
Element concentrations
Non-obese
Obese
OR
(95% CI)
Element concentrations
Non-obese
Obese
OR
(95% CI)
Arsenica
(N = 34)
(N = 42)
Arsenicb
(N = 97)
(N = 83)
≤ 0.014 (µg/L)
11
15
1.00
(ref.)
≤ 0.015 (µg/L)
42
18
1.00
(ref.)
> 0.014—≤ 0.024 (µg/L)
12
15
0.72
(0.22–2.29)
> 0.015—≤ 0.023 (µg/L)
31
29
2.74
(1.20–6.27)
> 0.024 (µg/L)
11
12
0.63
(0.18–2.15)
> 0.023 (µg/L)
24
36
4.43
(1.91–10.28)
Trend
0.44
Trend
< 0.01
Arsenic (continuous)b
19.01
(3.39–106.48)
Cadmiuma
(N = 34)
(N = 42)
Cadmiumb
(N = 97)
(N = 83)
≤ 0.009 (µg/L)
11
15
1.00
(ref.)
≤ 0.008 (µg/L)
39
20
1.00
(ref.)
> 0.009—≤ 0.021 (µg/L)
11
15
0.98
(0.31–3.13)
> 0.008—≤ 0.019 (µg/L)
32
27
1.57
(0.70–3.48)
> 0.021 (µg/L)
12
12
0.70
(0.21–2.34)
> 0.019 (µg/L)
26
36
2.72
(1.23–5.99)
Trend
0.56
Trend
0.01
Cadmium (continuous)b
2.64
(1.33–5.21)
Fig. Discussion Associations between both salivary arsenic and cadmium
concentrations and obesity were examined in a pilot
study using data from a cohort of Arkansan women. The 1 3 276 S. Stahr et al. Fig. 1 Regression between the weight gain velocity LS-means and arsenic quartiles and between the weight gain velocity LS-mean and cadmium quartiles determined using simple linear
regression Table 3 Odds Ratios and 95% Confidence Intervals for association between element concentrations and obese status
a Adjusted for: age, ethnicity, and parity/breastfeeding
b Adjusted for: age, ethnicity, alcohol use, parity/Breastfeeding, and age at first menstrual cycle
Premenopausal women
Postmenopausal women
Element concentrations
Non-obese
Obese
OR
(95% CI)
Element concentrations
Non-obese
Obese
OR
(95% CI)
Arsenica
(N = 34)
(N = 42)
Arsenicb
(N = 97)
(N = 83)
≤ 0.014 (µg/L)
11
15
1.00
(ref.)
≤ 0.015 (µg/L)
42
18
1.00
(ref.)
> 0.014—≤ 0.024 (µg/L)
12
15
0.72
(0.22–2.29)
> 0.015—≤ 0.023 (µg/L)
31
29
2.74
(1.20–6.27)
> 0.024 (µg/L)
11
12
0.63
(0.18–2.15)
> 0.023 (µg/L)
24
36
4.43
(1.91–10.28)
Trend
0.44
Trend
< 0.01
Arsenic (continuous)b
19.01
(3.39–106.48)
Cadmiuma
(N = 34)
(N = 42)
Cadmiumb
(N = 97)
(N = 83)
≤ 0.009 (µg/L)
11
15
1.00
(ref.)
≤ 0.008 (µg/L)
39
20
1.00
(ref.)
> 0.009—≤ 0.021 (µg/L)
11
15
0.98
(0.31–3.13)
> 0.008—≤ 0.019 (µg/L)
32
27
1.57
(0.70–3.48)
> 0.021 (µg/L)
12
12
0.70
(0.21–2.34)
> 0.019 (µg/L)
26
36
2.72
(1.23–5.99)
Trend
0.56
Trend
0.01
Cadmium (continuous)b
2.64
(1.33–5.21)
Fig. Discussion One hypothesized explanation for this
relationship is that arsenic is stored and accumulates in adi-
pose tissue. In the current study, postmenopausal women had
a significant correlation with increasing arsenic concentra-
tions and obesity. Fat distribution in women changes with
menopausal status, where central/abdominal obesity is more
prevalent among postmenopausal women, as are various
hormone stores within this white adipose tissue (Garaulet
et al. 2002; Ferrara et al. 2002; Hodson et al. 2015; Lovejoy,
2003; Ceja-Galicia et al. 2017). The decreased urinary arse-
nic concentration associated with an increase in BMI could
possibly be explained by the urinary quantification. With the
arsenic being stored in adipose tissues and only a marginal
amount being excreted in the urine, it is possible that a low
amount of arsenic is associated with a high BMI. In real-
ity, these results are due to a large concentration of arsenic
present, but it is stored in the adipose tissue, thus causing a
bias moving away from the null value, and could explain a
number of study findings in the literature. It should also be noted that the literature identifies that
arsenic concentrations in saliva are considerably lower when
compared to blood and urine (Wang et al. 2017; Bhowmick
et al. 2013; Yuan et al. 2008), which was a major technical
issue a few decades ago because the lower detection limit of
Atomic Absorption Spectroscopy or earlier version of ICP-
MS was at part per million (ppm) or part per billion (ppb)
level. The newer version of ICP-MS, as used in this study,
is capable of detecting concentrations as low as parts per
trillion (ppt). This allows us to reach extremely low detec-
tion limits within our population who were exposed to trace
amounts of arsenic and cadmium that previous generation of
instruments could not achieve. While arsenic and cadmium
produce concentrations lower in saliva compared to blood
and urine, their exposures remain the same, and with this
study, we wish to identify the potential use of saliva as a
biomarker for various metal exposures. Additionally, another
primary advantage of this study is the ability to quantify
both arsenic and cadmium concentrations simultaneously,
allowing the concurrent observation of multiple elements
and their relationship with obesity, with independent analy-
ses per each element of interest. Discussion Positive aspects of utilizing saliva as a bio-
specimen are that it is a relatively stable matrix compared to
blood and urine, the processing and storage of the sample is
less tedious compared to other biofluids, as well as the non-
invasive procurement (Bhowmick et al. 2013; Wang et al. 2017). Limitations of the use of saliva are related to the fact
that the matrix has a different chemical composition com-
pared to blood or urine, the concentrations are considerably
lower in saliva compared to traditional biological samples
used (often 1 to 2 orders of magnitude lower than blood),
and a lack of Standard Reference Material set by the US
National Institute of Standards and Technology (Bhowmick
et al. 2013; Wang et al. 2017). different results, depending upon the urine dilution adjust-
ment method used (Bulka et al. 2017). In the present study,
we report a more accurate representation of the arsenic-BMI
relationship by the use of saliva as a biospecimen with less
variation due to physiological factors. Figure 1 depicts the results from the regression analy-
sis of weight gain velocity. The study identified a positive
association between the rate of weight gain since 18 years
of age and elevated concentrations of salivary arsenic and
cadmium. As shown in Table 3, a clear relationship between
these metals and obesity is evident. Further analysis of this
relative weight gain suggests that low amounts of metal con-
centrations affect the rate at which weight gain occurs in the
lifespan. While the current study reports concentrations of
As and Cd well below the governmental guidelines, a more
diverse sample size with a larger range of concentrations
could identify a more robust relationship between WGV
and metal concentration. It is known that rapid weight gain
causes nutritional deficiencies, excess adipose tissue accu-
mulation, and increased pressure on various organ systems. With the concentrations of metals in the current study all
below 1 ppb, these low concentrations could contribute to
meaningful differences in WGV, thus further investigations
into these relationships are needed. The relationship between urinary arsenic concentra-
tion and BMI remains inconsistent in the exiting published
reports. A study published in Toxicology and Applied Phar-
macology in 2011 found that a decrease in urinary arsenic
concentration is associated with an increase in BMI (Gomez-
Rubio et al. 2011). Discussion 1 Regression between the weight gain velocity LS-means and arsenic quartiles and between the weight gain velocity LS-mean and cadmium quartiles determined using simple linear
regression on between the weight gain velocity LS-means and arsenic quartiles and between the weight gain velocity LS-mean and cadmium quartiles determined using simple linear 1 3
Table 3 Odds Ratios and 95% Confidence Intervals for association between element concentrations and obese status
Premenopausal women
Postmenopausal women
Element concentrations
Non-obese
Obese
OR
(95% CI)
Element concentrations
Non-obese
Obese
OR
(95% CI)
Arsenica
(N = 34)
(N = 42)
Arsenicb
(N = 97)
(N = 83)
≤ 0.014 (µg/L)
11
15
1.00
(ref.)
≤ 0.015 (µg/L)
42
18
1.00
(ref.)
> 0.014—≤ 0.024 (µg/L)
12
15
0.72
(0.22–2.29)
> 0.015—≤ 0.023 (µg/L)
31
29
2.74
(1.20–6.27)
> 0.024 (µg/L)
11
12
0.63
(0.18–2.15)
> 0.023 (µg/L)
24
36
4.43
(1.91–10.28)
Trend
0.44
Trend
< 0.01
Arsenic (continuous)b
19.01
(3.39–106.48)
Cadmiuma
(N = 34)
(N = 42)
Cadmiumb
(N = 97)
(N = 83)
≤ 0.009 (µg/L)
11
15
1.00
(ref.)
≤ 0.008 (µg/L)
39
20
1.00
(ref.)
> 0.009—≤ 0.021 (µg/L)
11
15
0.98
(0.31–3.13)
> 0.008—≤ 0.019 (µg/L)
32
27
1.57
(0.70–3.48)
> 0.021 (µg/L)
12
12
0.70
(0.21–2.34)
> 0.019 (µg/L)
26
36
2.72
(1.23–5.99)
Trend
0.56
Trend
0.01
Cadmium (continuous)b
2.64
(1.33–5.21) Fig. 1 Regression between the weight gain velocity LS-means and arsenic quartiles and between the weight gain velocity LS-mean and cadmium quartiles determined using simple linea
regression Fig. 1 Regression between the weight gain velocity LS-means and arsenic quartiles and between the weight gain velocity LS-mean and cadmium quartiles determined using simple lin
regression s and arsenic quartiles and between the weight gain velocity LS-mean and cadmium quartiles determined using simp a Adjusted for: age, ethnicity, and parity/breastfeeding
b Adjusted for: age, ethnicity, alcohol use, parity/Breastfeeding, and age at first menstrual cycle enic quartiles and between the weight gain velocity LS-mean and a Adjusted for: age, ethnicity, and parity/breastfeeding
b Adjusted for: age, ethnicity, alcohol use, parity/Breastfeeding, and age at first menstrual cycle Fig. 1 Regression between the weight gain velocity LS-means and
regression 1 3 Low-Level Environmental Heavy Metals are Associated with Obesity Among Postmenopausal Women… 277 (not published). Discussion With the sam-
ple size of 77 participants, we are unable to produce pre-
cise results, compared to that of the postmenopausal results
where the sample sizes are more than doubled. However, a
study published in Biological Trace Element Research pro-
duced similar results. Women aged 18–35 of childbearing-
age were analyzed for relationships between urinary arsenic
concentrations and BMI as well as the fat mass percentage
(Ronco et al. 2010). The results concluded that no significant
relationships could be obtained. Therefore, while the cur-
rent study has a smaller sample size for the stratification of
premenopausal women, the results are consistent with the
current literature. arsenic and cadmium concentration with smoking status
(results not shown). Different occupational exposures can
be related to elevated levels of arsenic and cadmium (IARC
2012a; b), as well as the risk for obesity (Church et al. 2011). Smoking is also an established cause of increased arsenic
and cadmium concentrations in the body (Pappas 2011) and
is associated with various occupational exposures (Sterling
and Weinkam 1990). Another concern at baseline, several
essential variables, such as height, weight, and weight at
age 18 were collected as self-report data. These data were
collected at the same interview as the saliva sample, which
is a limitation of cross-sectional studies. We are unable to
confirm the temporal relationship between the arsenic and
cadmium concentrations with obesity. Another restriction is
that the number of subjects included in subset analyses, par-
ticularly among premenopausal subjects, was relatively low. In the current study, the significant findings were among the
postmenopausal women, while the premenopausal category
failed to establish any significant correlations. With the sam-
ple size of 77 participants, we are unable to produce pre-
cise results, compared to that of the postmenopausal results
where the sample sizes are more than doubled. However, a
study published in Biological Trace Element Research pro-
duced similar results. Women aged 18–35 of childbearing-
age were analyzed for relationships between urinary arsenic
concentrations and BMI as well as the fat mass percentage
(Ronco et al. 2010). The results concluded that no significant
relationships could be obtained. Therefore, while the cur-
rent study has a smaller sample size for the stratification of
premenopausal women, the results are consistent with the
current literature. Acknowledgments This study is indebted to volunteers and partici-
pants contributed to the ARCH. Discussion Funding This research was supported by a grant from the Arkansas
Breast Cancer Research Program and the University of Arkansas for
Medical Sciences. Compliance with Ethical Standards Conflict of interest The authors declare that they have no conflict of
interest. Consent to Participate Informed consent was obtained from all indi-
vidual participants included in the study. Consent for Publication The authors affirm that human research par-
ticipants provided informed consent for publication of the aggregate
data produced in the study. Open Access This article is licensed under a Creative Commons Attri-
bution 4.0 International License, which permits use, sharing, adapta-
tion, distribution and reproduction in any medium or format, as long
as you give appropriate credit to the original author(s) and the source,
provide a link to the Creative Commons licence, and indicate if changes
were made. The images or other third party material in this article are
included in the article’s Creative Commons licence, unless indicated
otherwise in a credit line to the material. If material is not included in
the article’s Creative Commons licence and your intended use is not
permitted by statutory regulation or exceeds the permitted use, you will
need to obtain permission directly from the copyright holder. To view a
copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. Discussion i
In contrast, fewer results published have concluded that
an increase in urinary arsenic concentration is associated
with a decrease in BMI (Ronco et al. 2010); however, the
inverse relationship can still be explained by the same mech-
anism as described above. With a low BMI, there is not
an abundance of adipose tissue to be utilized for arsenic
storage, and therefore the majority is excreted in the urine. These results can inaccurately depict that high urinary arse-
nic is associated with a low BMI, where, in reality, there is
no arsenic being stored in the body and is all excreted, thus
biasing the results. This study has several limitations. First, there are covari-
ates that were not recorded at baseline, such as smoking
status and occupation, which would preferably be included
in the analyses. Smoking and the effects on heavy metal con-
centrations are controversial in the literature (Garhammer
et al. 2004). A separate pilot study consisting of 100 indi-
viduals did not provide any significant association between By utilizing saliva, these potential biases can be avoided,
as saliva does not undergo the same biological processes
as urine. A paper published in Environmental Health Per-
spectives in 2017 suggested that the relationship between
arsenic and obesity measured in urine can have drastically 1 278 S. Stahr et al. arsenic and cadmium concentration with smoking status
(results not shown). Different occupational exposures can
be related to elevated levels of arsenic and cadmium (IARC
2012a; b), as well as the risk for obesity (Church et al. 2011). Smoking is also an established cause of increased arsenic
and cadmium concentrations in the body (Pappas 2011) and
is associated with various occupational exposures (Sterling
and Weinkam 1990). Another concern at baseline, several
essential variables, such as height, weight, and weight at
age 18 were collected as self-report data. These data were
collected at the same interview as the saliva sample, which
is a limitation of cross-sectional studies. We are unable to
confirm the temporal relationship between the arsenic and
cadmium concentrations with obesity. Another restriction is
that the number of subjects included in subset analyses, par-
ticularly among premenopausal subjects, was relatively low. In the current study, the significant findings were among the
postmenopausal women, while the premenopausal category
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jurisdictional claims in published maps and institutional affiliations. Publisher’s Note Springer Nature remains neutral with regard to
jurisdictional claims in published maps and institutional affiliations. 1 3 3
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Supplementary material for: Optimal allocation of subjects in a matched
pair cluster randomized trial with fixed number of heterogeneous clusters Supplementary material for: Optimal allocation of subjects in a matched
pair cluster randomized trial with fixed number of heterogeneous clusters Satya Prakash Singh, Pradeep Yadav Satya Prakash Singh, Pradeep Yadav Equations whose label does not include numbers appear in the main texts. Equations whose label does not include numbers appear in the main texts. Equations whose label does not include numbers appear in the main texts. ion of equations (14) and (15): (1/N)(1 −⇢i)
{(1/N)(1 −⇢i) + ⇠i⇢i}2
=
(1/N)(1 −⇢j)
{(1/N)(1 −⇢j) + ⇠j⇢j}2
p
(1 −⇢i)
{(1/N)(1 −⇢i) + ⇠i⇢i}
=
±
p
(1 −⇢j)
{(1/N)(1 −⇢j) + ⇠j⇢j},
for i 6= j = 1, . . . , m
(A) (A) e solutions from (A), the solution based on the following system of equations Out of two possible solutions from (A), the solution based on the following system of equations p
(1 −⇢i)
{(1/N)(1 −⇢i) + ⇠i⇢i} =
−
p
(1 −⇢j)
{(1/N)(1 −⇢j) + ⇠j⇢j},
for i 6= j = 1, . . . , m results in an infeasible solution. This can be easily verified for a particular case when m = 2, and ⇢i = ⇢for
i = 1, 2. Therefore, we solve the system based on the following system of equations results in an infeasible solution. This can be easily verified for a particular case when m = 2, and ⇢i = ⇢for
i = 1, 2. Therefore, we solve the system based on the following system of equations i = 1, 2. Therefore, we solve the system based on the following system of equations p
(1 −⇢i)
{(1/N)(1 −⇢i) + ⇠i⇢i} =
p
(1 −⇢j)
{(1/N)(1 −⇢j) + ⇠j⇢j},
for i 6= j = 1, . . . , m
(B) (B) After some algebra, (B) can be written as After some algebra, (B) can be written as (1/N)(1 −⇢j)
p
(1 −⇢i) + ⇠j⇢j
p
(1 −⇢i)
=
(1/N)(1 −⇢i)
q
(1 −⇢j) + ⇠i⇢i
q
(1 −⇢j)
⇠i⇢i
q
(1 −⇢j) −⇠j⇢j
p
(1 −⇢i)
=
(1/N)(1 −⇢j)
p
(1 −⇢i) −(1/N)(1 −⇢i)
q
(1 −⇢j)
⇠i⇢i −⇠j⇢j
s
(1 −⇢i)
(1 −⇢j)
=
(1/N)
p
(1 −⇢i){
q
(1 −⇢j) −
p
(1 −⇢i)}
⇣
⇢i
−⇢j
q
(1−⇢i)
(1−⇢j)
⌘
0
@⇠i
⇠j
1
A
=
(1/N)
p
(1 −⇢i){
q
(1 −⇢j) −
p
(1 −⇢i)}; i 6= j = 1, . . . Satya Prakash Singh, Pradeep Yadav Supplementary material for: Optimal allocation of subjects in a matched
pair cluster randomized trial with fixed number of heterogeneous clusters ,
⇣
⇢i
−⇢i+k
q
(1−⇢i)
(1−⇢i+k)
⌘
0
@ ⇠i
⇠i+k
1
A
=
(1/N)
p
(1 −⇢i){
p
(1 −⇢i+k) −
p
(1 −⇢i)}; k = 1, . . . , m The last system of equations is consist of m−1 equations for (i, i + 1) 2 {(1, 2), (2, 3), . . . , (m−1, m)}, which
together with (13) can be written in matrix form as given in (14) and (15). Derivation of equation (20): Derivation of equation (20): Suppose ⇢j’s are independently distributed as Uniform(aj, bj) for j = 1, . . . , m. For this prior, (19)
reduces to Suppose ⇢j’s are independently distributed as Uniform(aj, bj) for j = 1, . . . , m. For this prior, (19)
reduces to B(⇠, N)
=
1
2σ2
m
X
j=1
h
1
(bj −aj)
Z bj
aj
⇠j
(1/N)(1 −⇢j) + ⇠j⇢j
d⇢j
i
=
1
2σ2
m
X
j=1
h
1
(bj −aj)
Z bj
aj
⇠j
1/N + ⇢j(⇠j −1/N)d⇢j
i
. (C) (C) Let us assume that yj = 1/N + ⇢j(⇠j −1/N), then (C) can be written as Let us assume that yj = 1/N + ⇢j(⇠j −1/N), then (C) can be written as Let us assume that yj = 1/N + ⇢j(⇠j −1/N), then (C) can be written as Let us assume that yj = 1/N + ⇢j(⇠j −1/N), then (C) can be written as B(⇠, N)
=
1
2σ2
m
X
j=1
h
1
(bj −aj)
Z 1/N+bj(⇠j−1/N)
1/N+aj(⇠j−1/N)
⇠j
yj
dyj
(⇠j −1/N)
i
=
1
2σ2
m
X
j=1
h
⇠j
(bj −aj)(⇠j −1/N)
Z 1/N+bj(⇠j−1/N)
1/N+aj(⇠j−1/N)
dyj
yj
i
=
1
2σ2
m
X
j=1
h
⇠j
(bj −aj)(⇠j −1/N)
Z (1/N)(1−bj)+bj⇠j
(1/N)(1−aj)+aj⇠j
dyj
yj
i
=
1
2σ2
m
X
j=1
h. ⇠j
(bj −aj)(⇠j −1/N)
log
. (1/N)(1 −bj) + bj⇠j
(1/N)(1 −aj) + aj⇠j
i
. 2 2
|
https://openalex.org/W2045256860
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https://curationis.org.za/index.php/curationis/article/download/454/394
|
English
| null |
An example of a self-instructional teaching unit for nursing students
|
Curationis
| 1,982
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cc-by
| 3,877
|
TITLE Human motivation and ego-defence mechanisms, and
their application to nursing care. Inability to handle his situation adequately affects
the patient’s self-image making him anxious and caus
ing him to adopt one or other ego-defence mechanism. This is a normal reaction, but one needs to know when
the patient is using defences excessively because this
makes him rigid and unopen to the care planned for
him. INTRODUCTION Designing effective teaching units is a very important part of the work of the tutor. As part of a course in curriculum
development at the University of the Orange Free State, tutors are given practice in this skill. Much attention is
given to varying the teaching methods and adapting them according to the unit objectives, which in turn arise from a
task analysis. The emphasis of the teaching methods is also on developing higher levels of thinking in the student. An
example of such a teaching unit is presented here SPECIFIC OBJECTIVES • Define motivation and identify the biological and the
psycho-social forms of motives. • Define ego-defence mechanism and describe the rela
tionship between this and motivation. • Identify, from a given description of a patient’s be
haviour, his felt needs, and plan for appropriate
nursing care. TARGET GROUP • Identify situations in which the patient demonstrates
excessive use of one or two defences and plan for the
appropriate nursing care. Second year students: Diploma in General Nursing Second year students: Diploma in General Nursing COURSE OBJECTIVE pp
p
g
• Identify your own habitual defence mechanisms. Students will be able to understand human behaviour in
health and in illness, and be able to use this knowledge
in the care of patients as individuals and in groups. OPSOMMING Die ontwerp van onderrigeenhede waarin die onderrigmetodes met die doelstellings ooreenkom en waarin hoër vlakke
van denke by die student gestimuleer word, word aan die hand van ’n voorbeeld, oor motivering en verdedigingsmega-
nismes, geillustreer. COURSE identification
sublimation. Introductory psychology • Identify in yourself (or in others) a lack of motiva
tion and analyse the possible causes thereof. RATIONALE All behaviour is directed towards the satisfaction of a
person’s needs and the fulfilment of his aspirations. Nursing involves mainly helping the patient to meet his
needs. The nurse must have insight into the processes
involved in motivation such as why a lonely person will
have difficulty in respecting himself. Concept psychology and how it is applied to
nursing practice Diagram 1. The effects of hypothalamic stimulation
on the body and its influence on behaviour. Psychology Scientific study of behaviour and experi
ence. dge about reality is gained 1
EQ UILIBRIUM Science A method of study by which knowledge about
reality is gained largely under controlled conditions
rather than by casual observation. Behaviour All observable (overt) and non-observable
(covert) reactions to stimulation. Experience Mental processes occuring within the indi
vidual as a result of exposure to a situation. Application The extent to which the nurse-practitioner
is able to use the knowledge gained from psychology in
her relationships with others and in patient interven
tion. ENTERING BEHAVIOUR g
• Describe, in your own words in writing, without the
help of your prescribed sources, the defensive be
havior characteristics of each of the following
Mechanisms: Before the student proceeds with the learning, she must
have acquired knowledge concerning Before the student proceeds with the learning, she must
have acquired knowledge concerning — the concept psychology and how it is applied to
nursing practice; regression — the organic structure of the body in relation to emo
tion; rationalisation projection — the effect of hypothalamic stimulation on the body,
and its influence on behaviour. displacement CURATIONIS
VOL. 5 NO. 4 VOL. 5 NO. 4 46 CURATIONIS Final test A final test will be given at the end of the week, on a
given date. The student will be tested on all the work
covered in the unit. The questions will, by and large, be
on application of the concepts motivation and ego de
fence mechanisms to the planning of care for a (hypo
thetical) patient. Consult: 1. Fisher, E.E. Psychology for Nurses and the Health
Team. Juta & Company, Cape Town, 1981 4th Ed
(pages 2-6.) Maslow’s hierarchy of human needs must be seen in re
lation to patient care. See flow-diagram 1. Relationship between motivation, anxiety and
ego-defence mechanisms 2. McNaught, A.B. Callander, R Nurses’ illustrated
physiology E. & S. Livingstone London 1971 2nd Ed. (pages: 94 and 150) See flow-diagram 2 The estimated study time for this unit is one week The estimated study time for this unit is one week The endocrine system Secretes special chemicals (hormones) which influence
the behavioural reactions' of the individual, such as
energy levels, and reaction-time. Hierarchy of human needs (Maslow) Hierarchy of human needs (Maslow) The hypothalamus Is the main seat of emotional expression. Is closely associated with the autonomic nervous
system. unit. The student must obtain a 100 % score and if not,
must study the unit again and re-test herself until at
least 100 % accurate. The student must first answer the
questions and then give herself a score against the cor
rect answers provided. Is sensitive to conditions of stress and operates
through the sympathetic stimulation to restore body
equilibrium. The autonomic nervous system The parasympathetic system generally has a soothing
effect on body tissues. The sympathetic system has a stimulating effect, its
output being directly related to the energy levels
needed by the body. Effects of hypothalamic stimulation on the
body and its influence on behaviour See diagram 1. The student who has not mastered the above con
cepts must do so before proceeding with the rest of the
unit. The organic structure of the body in relation to
emotion The autonomic nervous system Progress-test Possible motives underlying the patient’s behaviour
must be identified and the necessary care planned. See
flow-diagram 3. A progress test is included by which the student must
test herself. The answers are provided at the end of this 47 CURATIONIS (2) Safety needs
protection; familiar
environment; non-fear
provoking situations. Become dominant in newly
admitted patients; in
disasters etc. (1) Biological needs
air, food, water, sleep
exercise, elimina
tion etc. -Aroused first and become
dominant if not satisfied
-If adequately met needs
of the higher levels are
felt
-Most urgent in states of
shock due to dehydration
or blood loss, and in
respiratory distress. Higher level needs arise when lower ones are satisfied. Regression to lower needs occurs when higher needs
are frustrated. anxiety and ego-defence mechanisms. CURATIONIS CURATIONIS Flow-diagram 2: Relationship between motivation,
anxiety and ego-defence mechanisms. Flow-diagram 2: Relationship between motivation,
anxiety and ego-defence mechanisms. Flow-diagram 1: Hierarchy of Human Needs
(Maslow) Flow-diagram 1: Hierarchy of Human Needs
(Maslow) Flow-diagram 1: Hierarchy of Human Needs
(Maslow)
(5) Self-actualisation
achievement; attain
ment of goals;
competence
Dominant in the con
valescing patient. (4) Self-esteem
respect; recognition,
honour, prestige,
independence. Dominant in the loss of
status for the hospital
ised patient; exposure
to medical treatments etc. (3) Belonging needs
affection; friendship
acceptance; interperso
nal relationships. Strongly felt by children
in separating states, by
the neglected patient and
the homeless patient. (2) Safety needs
protection; familiar
environment; non-fear
provoking situations. Become dominant in newly
admitted patients; in
disasters etc. (1) Biological needs
air, food, water, sleep
exercise, elimina
tion etc. -Aroused first and become
dominant if not satisfied
-If adequately met needs
of the higher levels are
felt
-Most urgent in states of
shock due to dehydration
or blood loss, and in
respiratory distress. Higher level needs arise when lower ones are satisfied. Regression to lower needs occurs when higher needs
are frustrated. (Maslow)
(5) Self-actualisation
achievement; attain
ment of goals;
competence
Dominant in the con
valescing patient. (4) Self-esteem
respect; recognition,
honour, prestige,
independence. Dominant in the loss of
status for the hospital
ised patient; exposure
to medical treatments etc. (3) Belonging needs
affection; friendship
acceptance; interperso
nal relationships. Strongly felt by children
in separating states, by
the neglected patient and
the homeless patient. (2) Safety needs
protection; familiar
environment; non-fear
provoking situations. Become dominant in newly
admitted patients; in
disasters etc. (1) Biological needs
air, food, water, sleep
exercise, elimina
tion etc. -Aroused first and become
dominant if not satisfied
-If adequately met needs
of the higher levels are
felt
-Most urgent in states of
shock due to dehydration
or blood loss, and in
respiratory distress. Higher level needs arise when lower ones are satisfied. Regression to lower needs occurs when higher needs
are frustrated. anxiety and ego-defence mechanisms. (Maslow)
(5) Self-actualisation
achievement; attain
ment of goals;
competence
Dominant in the con
valescing patient. (4) Self-esteem
respect; recognition,
honour, prestige,
independence. Dominant in the loss of
status for the hospital
ised patient; exposure
to medical treatments etc. (3) Belonging needs
affection; friendship
acceptance; interperso
nal relationships. Strongly felt by children
in separating states, by
the neglected patient and
the homeless patient. Flow-diagram 3: Identifying motives underlying behaviour and planning care ow-diagram 3: Identifying motives underlying behaviour and planning care Possible motives underlying the behaviour of an adult patient who refuses hospital treatment and wishes to sign
the Refusal of Hospital Treatment form, and the care which can be provided
48
C
A
O
S
O
5
O 4 Possible motives underlying the behaviour of an adult patient who refuses hospital treatment a
the Refusal of Hospital Treatment form, and the care which can be provided 48 On motivation create situations that encourage a hopeless patient to
identify with, and therefore gain support from, other
patients who are facing illness bravely; * All behaviour is motivated, that is based on need-
arousal. * Much of our behaviour has unconscious motivation. * Much of our behaviour has unconscious motivation. p
g
y
create a ward atmosphere which provides tension-
outlets for the patients, for example suitable indoor-
games and cheerful conversation; * Need-arousal puts the individual in a state of tension
and readiness to meet the felt need. * Needs that cannot be met puts the individual in a
state of disequilibrium or anxiety. recognise, in the patients’ behaviour, excessive use of
defences, or inability to formulate defences, and plan
for the necessary support systems. q
y
* Motivation is inferred from the individual’s behav Skills The nurse is able to identify the patient’s needs and compile a compre
hensive care plan to meet those needs; Concepts to be learned iour and, in the case of the patient, assists in the plan
ning of nursing care. iour and, in the case of the patient, assists in the plan
ning of nursing care. On motivation
biological drives
emotional drives
psycho-social needs
hierarchy of human needs (Maslow’s theory)
unconscious motivation. ANSWER: The student is given the specific objectives, the entering
behaviour and the task description with the following
instructions. a) Teach him how to use hospital equipment (eli
minate anxiety) 1. Study the diagram depicting Maslow’s hierrarchy of
needs (flow diagram 1) and test yourself with the few
questions below. y
b) Show skill when carrying out procedures on
him. y
b) Show skill when carrying out procedures on
him. 1. Define the concept hierarchy of needs. Confine your
answer to about 20 words. 1. Define the concept hierarchy of needs. Confine your
answer to about 20 words. c) Keep patient and ward environment very
clean. c) Keep patient and ward environment very
clean. d) Assist him with domestic problems. On ego-defence mechanisms * In most people anxiety is dealt with by the adoption
of appropriate ego-defence mechanisms. * Inability to cope imposed by illness renders the
patient more predisposed to anxiety, and makes him
adopt defensive behaviour. On ego-defence mechanisms
the concept ego-defence and the processes involved
displacement
identification
projection
rationalisation
regression
sublimation On ego-defence mechanisms
the concept ego-defence and the processes involved
displacement
identification
projection
rationalisation
regression
sublimation p
* Overuse of one or two ego-defence mechanisms
makes the individual rigid and it is difficult for him to
enter into meaningful relationships with others. CURATIONIS CURATIONIS VOL.5 NO. 4 CURATIONIS ANSWER: All other higher level needs recede. For example,
if there is no water, nothing else matters. All other higher level needs recede. For example,
if there is no water, nothing else matters. Attend the film Angry Boy which illustrates how un
conscious motivation affects the behaviour of both chil
dren and adults. (Running time = 31 minutes) 3. Name any three ways to help the patient fulfil the
needs in level 2. Study ego-defence mechanisms in Vlok (1973: 327-
341); or any other relevant literature. Study ego-defence mechanisms in Vlok (1973: 327-
341); or any other relevant literature. 2. Study the flow-diagrams 2 and 3. 2. Study the flow-diagrams 2 and 3. Attend the film Anger at work which demonstrates a
case of displacement of anger. (Running time = 19V2 minutes.)
OR
The film Neurotic Behaviour which includes illustra
tions of some classical ego-defence mechanisms. (Running time = 19 minutes) Attend the film Anger at work which demonstrates a
case of displacement of anger. Attend the film Anger at work which demonstrates a
case of displacement of anger. 2. When the needs in level 1 are unsatisfied, how can
you explain the patient’s condition in a few words
with regard to the higher level needs? The film Neurotic Behaviour which includes illustra
tions of some classical ego-defence mechanisms. (Running time = 19 minutes) The film Neurotic Behaviour which includes illustra
tions of some classical ego-defence mechanisms. (Running time = 19 minutes) ANSWER: a) Teach him how to use hospital equipment (eli
minate anxiety) ANSWER: If not satisfied with your own answers, study flow-
diagram 1 again. The lower (biological)needs dominate and the
higher needs emerge only when the lower ones
have been met. The lower (biological)needs dominate and the
higher needs emerge only when the lower ones
have been met. 2. Study the flow-diagrams 2 and 3. 2. Study the flow-diagrams 2 and 3. ANSWER: 1. Assessment of patient
— general condition
— prevailing needs. 2. Devise a plan to provide the patients’ needs. 3. Use the plan and observe patients’ response to
care. 4. Evaluate patients’ condition and decide
whether further intervention is necessary. 1. Assessment of patient
— general condition
— prevailing needs. p
g
2. Devise a plan to provide the patients’ needs. 3. Use the plan and observe patients’ response to
care. These mechanisms are ego-defensive in that they
prevent the lowering of the person’s self-esteem
and prevent disintegration of his person. 4. Evaluate patients’ condition and decide
whether further intervention is necessary. DECEMBER 1982 CURATIONIS 49 3. For each of the behaviours described here, identify
the ego-defence mechanism employed. (The college time-table on FILMS shows students
when and where the above films will be showing.) 3.1. The patient states that she could not seek medi
cal advice early because she had nobody to
remain with her children when she was, in fact,
afraid of the possible outcome of the consulta
tion. 3.1. The patient states that she could not seek medi
cal advice early because she had nobody to
remain with her children when she was, in fact,
afraid of the possible outcome of the consulta
tion. PROGRESS-TEST The student must obtain full marks in this test, if not
she must follow the instructions at the end of this test. It is in the student’s own interest to do so. Item 1 Indicate (/) whether the following statements are true oi
false :- Indicate (/) whether the following statements are true oi
false :- 1. The nurse can help to reduce the patient’s anxiety by
leaving the patient to sort out things for himself. PROCEED TO TEST YOURSELF WITH THE FOL
LOWING QUESTIONS: (First write down your own answer before consulting
the one provided. Study again the areas in which you
gave a wrong answer.) 3.2. Nurse Judy is concerned about a patient in her
ward who appears lonely and never seems to
get visitors. So, whenever nurse Judy gets the
chance, she spends a few minutes engaging the
patient in conversation. 1. Define the concept motivation and support your
definition with a suitable example. ANSWER: A person meets a situation which he cannot
handle, experiences threats in his environment or
encounters any other impediment which makes
him uncomfortable. His energy levels rise to help
him overcome the handicap by direct means (e.g. fight or flight) and this makes him tense. If no
suitable means are available, he becomes anxi
ous. Because anxiety cannot be relieved by physi
cal fear-reducing measures, the person uncon
sciously develops psychological mechanisms
which bury his anxiety in unconsciousness, and
make him comfortable with himself again. 4. Name the steps that must be covered in the process
of providing nursing care for the patients. TRUE/FALSE 2. The so-called difficult patient may be motivated to
escape from pain. ANSWER: 3.3 Peter is a sixteen-year-old boy. His parents
often scold him for his poor performance at
school. Peter spends most of his time playing
football. His club-members call him Pele after
the Brazilian football star whose style and
mannerisms Peter has adopted. Motivation is the arousal of an internal stimulus,
which may be conscious or unconscious, which
energises the individual and makes him behave in
a certain way. p
3.4 A student constantly accuses her group-mates of
untidiness and says they are always throwing tis
sues about. But looking at her own behaviour
one can say that hers is worse than theirs. Example: A thirsty person is motivated to drink
water. 2. Describe, in a paragraph of not more than 120
words, the process by which ego-defence mecha
nisms occur. ANSWER:
3.1. — Rationalisation
3.2. — Identification
3.3. — Identification
3.4. — Projection Instructions: — Write down in your exercise book the answer(s) to
each item without looking at the answers which are
provided at the back of the unit. TRUE/FALSE 1. Ego-defence mechanisms are behaviour patterns
used to reduce or remove . . . which cannot be
handled by physical means. 1. Ego-defence mechanisms are behaviour patterns
used to reduce or remove . . . which cannot be
handled by physical means. 5. The patient who is constantly seeking the attention
of the nurse for no apparent reason can be said to be
using the mechanism of regression. y p y
2. The ego-defence mechanisms make the individual
comfortable with himself and better able to adapt to
the requirements of society. Therefore, they play an
important part in interpersonal. . . . g
TRUE/FALSE Item 3 4. To make the patient develop the urge to get well the
nurse should use threats to force him to co-operate
in his own treatment. Fill in the missing words. Do not rewrite the whole sen
tence; simply write down the word(s): Item 2 Indicate with a ring around the alternative which best
describes the behaviour: - p
p
p
3. To motivate a person is to . . . needs in him, and
we can see whether or not a person is motivated by
his . . . 1. If the patient behaves rudely towards the nursing
staff as a result of his anxiety about his illness, which
of the following ego-defences would suit this behav
iour? 4. When a patient is dyspnoeic, he becomes restless
and fidgety, refuses to co-operate with the nurse
who comes to change her bed-linen because at this
moment the
. . . . is dominant and the patient
cannot be motivated to do anything else. 4. When a patient is dyspnoeic, he becomes restless
and fidgety, refuses to co-operate with the nurse
who comes to change her bed-linen because at this
moment the
. . . . is dominant and the patient
cannot be motivated to do anything else. 1.1. Sublimation 1.2. Projection 1.3. Displacement FINAL INSTRUCTIONS: ANSWERS TO PROGRESS-TEST 3.1. Displacement Item 1
item 2
Number
Answer
Number
Answer
1. False
1. 1.3
2. True
2. 2.1
3. False
3. 3.4
4. False
4. 4.6
5. True
5. 5.7
Item 3
Number
Answer
1. anxiety
2. relations
3. arouse; behaviour
4. biological (physical) need. 3.2. Sublimation 3.3. Projection 3.4. Rationalisation 4. When an elderly patient shows regressive behaviour
by soiling her bed-linen and refusing to use the
bedpan, the nursing staff should: 4.1. Tell the patient that the nurses have a big work
load, and unless she behaves they will ask the
doctor to discharge her. 4.2. Not scold her at all. 4.2. Not scold her at all. 4.3. Give her love and attention 4.4. Wash the patient with cold water so that she
will not soil her bed again. g
4.5. Let the patient do as much for herself as poss
ible to prevent total dependence. 4.6. (4.2; 4.3; and 4.5) 4.6. (4.2; 4.3; and 4.5) 4.7. (4.3; 4.5) 4.7. (4.3; 4.5) 4.8. All of the above. FINAL INSTRUCTIONS: 1.4. None of the above 2. When a person is very critical of others and always
finding fault, it can be assumed that he is using the
mechanism of:- 1. Determine your performance: 1. Determine your performance:
. . . . out of 15 1. Determine your performance:
. . . . out of 15 . . . . out of 15 2. Full marks? You have mastered the task! Very
good. 2.1. Projection 2.2. Aggression g
3. Any mistakes made require you to refer back to the
Presentation technique and study the areas in which
your answers were wrong. Then re-answer the ques
tions which were answered incorrectly until you
have all the answers correct. 3. Any mistakes made require you to refer back to the
Presentation technique and study the areas in which
your answers were wrong. Then re-answer the ques
tions which were answered incorrectly until you
have all the answers correct. 2.3. Sublimation 2.4. Displacement 3. The mother who punishes her child and justifies her
action by saying that it is for the child’s own good
whereas she may in fact be relieving her own anger
is using the mechanism of: ANSWERS TO PROGRESS-TEST TRUE/FALSE — Do not consult your references while answering the
questions. 3. The patient who complains that nobody loves him 50 S
VOL. 5 NO. 4 CURATIONIS VOL. 5 NO. 4 and that he feels alone in the world can be helped to
overcome this feeling by assuring him that the
doctor attending him is very experienced in his job. TRUE/FALSE and that he feels alone in the world can be helped to
overcome this feeling by assuring him that the
doctor attending him is very experienced in his job. TRUE/FALSE 5.6. All of the above. SOURCES 5. To plan for nursing care, the nurse must assess the
needs of the patient. This can be done by: 1. Altschul, A. Psychology for nurses Bailliere Tindall. London 1975
4th Ed. 5.1. Asking the patient how he feels. 2. Fisher, E.E. Psychology for nurses and the health team Juta &
Company Cape Town 1981 4th Ed. 5.2. Telling the patient that you will not help him
unless he tells you the truth. 3. McNaught, A.B.; Callander, R. Nurses illustrated physiology E. &
S. LIVINGSTONE London 1971 2nd Ed. 5.3. Observing the behaviour of the patient. 5.4. Examining the patient physically to determine
his nutritional state. 4. Vlok, Manual o f Advanced Nursing Juta & company Johannes
burg. DESEMBER 1982 51 CURATIONIS
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https://openalex.org/W2944700777
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https://europepmc.org/articles/pmc6566074?pdf=render
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English
| null |
Beyond the Big Five: Investigating Myostatin Structure, Polymorphism and Expression in Camelus dromedarius
|
Frontiers in genetics
| 2,019
|
cc-by
| 17,418
|
Beyond the Big Five: Investigating
Myostatin Structure, Polymorphism
and Expression in Camelus
dromedarius Maria Favia1, Robert Fitak2,3, Lorenzo Guerra1*, Ciro Leonardo Pierri1, Bernard Faye4,
Ahmad Oulmouden5, Pamela Anna Burger2 and Elena Ciani1 1 Department of Biosciences, Biotechnologies and Biopharmaceutics, University of Bari “Aldo Moro”, Bari, Italy, 2 Research
Institute of Wildlife Ecology, Vetmeduni, Vienna, Austria, 3 Department of Biology, Duke University, Durham, NC,
United States, 4 CIRAD, UMR SELMET, Montpellier, France, 5 Département Sciences du Vivant, Université de Limoges,
Limoges, France Myostatin, a negative regulator of skeletal muscle mass in animals, has been shown
to play a role in determining muscular hypertrophy in several livestock species, and a
high degree of polymorphism has been previously reported for this gene in humans
and cattle. In this study, we provide a characterization of the myostatin gene in the
dromedary (Camelus dromedarius) at the genomic, transcript and protein level. The
gene was found to share high structural and sequence similarity with other mammals,
notably Old World camelids. 3D modeling highlighted several non-conservative SNP
variants compared to the bovine, as well as putative functional variants involved in
the stability of the myostatin dimer. NGS data for nine dromedaries from various
countries revealed 66 novel SNPs, all of them falling either upstream or downstream the
coding region. The analysis also confirmed the presence of three previously described
SNPs in intron 1, predicted here to alter both splicing and transcription factor binding
sites (TFBS), thus possibly impacting myostatin processing and/or regulation. Several
putative TFBS were identified in the myostatin upstream region, some of them belonging
to the myogenic regulatory factor family. Patterns of SNP distribution across countries,
as suggested by Bayesian clustering of the nine dromedaries using the 69 SNPs,
pointed to weak geographic differentiation, in line with known recurrent gene flow at
ancient trading centers along caravan routes. Myostatin expression was investigated
in a set of 8 skeletal muscles, both at transcript and protein level, via Digital Droplet
PCR and Western Blotting, respectively. No significant differences were observed at
the transcript level, while, at the protein level, the only significant differences concerned
the promyostatin dimer (75 kDa), in four pair-wise comparisons, all involving the tensor
fasciae latae muscle. Beside the mentioned band at 75 kDa, additional bands were
observed at around 40 and 25 kDa, corresponding to the promyostatin monomer and
the active C-terminal myostatin dimer, respectively. Their weaker intensity suggests that
the unprocessed myostatin dimers could act as important reservoirs of slowly available
myostatin forms. Keywords:
Camelus
dromedarius,
myostatin,
skeletal
muscle,
Single
Nucleotide
Polymorphisms,
Next
Generation Sequencing, Digital Droplet PCR, Western Blot, 3D protein comparative modeling Beyond the Big Five: Investigating
Myostatin Structure, Polymorphism
and Expression in Camelus
dromedarius Under this assumption, the sequential cleavage steps may contribute
additional layers of control within an already complex regulatory framework. *Correspondence:
Lorenzo Guerra
lorenzo.guerra1@uniba.it Specialty section:
This article was submitted to
Evolutionary and Population Genetics,
a section of the journal
Frontiers in Genetics Specialty section:
This article was submitted to
Evolutionary and Population Genetics,
a section of the journal
Frontiers in Genetics Received: 30 January 2019
Accepted: 07 May 2019
Published: 07 June 2019 ORIGINAL RESEARCH
published: 07 June 2019
doi: 10.3389/fgene.2019.00502 Edited by: Edited by:
Edward Hollox,
University of Leicester,
United Kingdom Reviewed by:
Kieran G. Meade,
Teagasc, The Irish Agriculture
and Food Development Authority,
Ireland Reviewed by:
Kieran G. Meade,
Teagasc, The Irish Agriculture
and Food Development Authority,
Ireland René Massimiliano Marsano,
University of Bari Aldo Moro, Italy René Massimiliano Marsano,
University of Bari Aldo Moro, Italy *Correspondence:
Lorenzo Guerra
lorenzo.guerra1@uniba.it INTRODUCTION responsive type II receptors (ActIIRA or, preferentially, ActIIRB)
and two type I receptors, either activin (ALK4) or TGF-β (ALK5)
(Lee and McPherron, 2001; Rebbapragada et al., 2003). Signaling
is hence initiated by phosphorylation of SMAD2 or SMAD3,
operated by the type I receptors, followed by translocation
of SMADs to the nucleus for modulation of gene expression
(Huang et al., 2011). In particular, in skeletal muscle, myostatin
is known to block the transcription of genes responsible for
the myogenesis, among which MyoD, a transcriptional factor
that is involved in skeletal muscle development and repair
(Megeney et al., 1996; Cornelison et al., 2000; Guttridge et al.,
2000; Montarras et al., 2000). Beside the above mentioned
canonical pathway, two other pathways have been highlighted,
involving MAPK activation or inhibition of Akt signaling
(Elkina et al., 2011). Myostatin (alias growth and differentiation factor-8, GDF8), a
member of the transforming growth factor-β (TGF-β) super-
family, is a negative regulator of skeletal muscle mass in animals
during development and growth. It is exclusively expressed in
skeletal muscle during embryogenesis, while in adults is also
detected, at a much lower level, in other tissues (e.g., heart,
adipose tissue, mammary gland) (McPherron et al., 1997; Ji et al.,
1998; Sharma et al., 1999; Morissette et al., 2006; Shyu et al., 2006;
Allen et al., 2008). Expression in these tissues can be upregulated
under pathological conditions, such as myocardial infarction
(Sharma et al., 1999), obesity (Allen et al., 2008) or experimentally
induced skeletal muscle atrophy (Rodriguez et al., 2014), while
it can be down regulated during chronic exercise (Carlson et al.,
1999; Reardon et al., 2001; Kim et al., 2005; Matsakas et al., 2006;
Allen et al., 2009; Gustafsson et al., 2010). Myostatin genomic organization was first provided for the
murine species by McPherron et al. (1997) who also reported on
the highly conserved nature of the myostatin transcript across
several species. The myostatin gene (MSTN) comprises three
exons and two introns. The nucleotide sequence coding for the
active form of myostatin (109 a.a) is located in the 3′ terminal
of the third exon (Gonzalez-Cadavid et al., 1998). Effects of
abolishing myostatin function were first explored by McPherron
et al. (1997) in mutant mice where the entire mature C-terminal
region was deleted, showing a two- to three-fold increase in
skeletal muscle mass in mutant compared to wild-type animals. INTRODUCTION Mutations at the myostatin gene, responsible for a significantly
increased skeletal muscle mass, were also shown to naturally
occur in several livestock species, like cattle, sheep, pigs, dogs,
horses, rabbit, poultry (for a review, see Aiello et al., 2018),
and human (Schuelke et al., 2004). In particular, the high level
of polymorphism previously described for the myostatin gene
in humans (Ferrell et al., 1999) was confirmed in cattle in a
survey of 678 animals from 28 European breeds by using Single
Strand Conformation Polymorphism (SSCP) analysis, followed
by Sanger sequencing of the PCR re-amplified SSCP bands
(Dunner et al., 2003). A total of 10 silent, 3 missense and 6
disruptive mutations were detected in the above study, giving
origin to 20 distinct haplotypes whose sequence variation and
breed distribution patterns supported the hypothesis that origin
of muscular hypertrophy (also known in cattle as “double muscle”
phenotype) was the result of both (i) European dispersal of the
common variant nt821(del11) and (ii) arising and maintaining of
various (mostly disruptive) mutations in single breeds. ,
;
,
)
Like other TGF-β super-family members, myostatin is
synthesized as a precursor protein (375 amino acids), referred
to as pre-promyostatin. After translocation to the endoplasmic
reticulum, it goes through a first cleavage to remove a 24-amino
acid signal peptide and it forms a disulfide-linked homodimer
(promyostatin dimer). Within the Golgi, the promyostatin dimer
may be further cleaved by the furin family of protein convertases
to generate two NH2-terminal (27.7 kDa, each) and two disulfide-
linked COOH-terminal fragments (12.4 kDa, each) (Lee and
McPherron, 2001; Thies et al., 2001). The two NH2-terminal
fragments (also referred to as pro-domains) may complex with
the COOH-terminal dimer (also referred to as active myostatin)
via a non-covalent bound that maintains myostatin in a latent
state by rendering it unable to engage its receptors (Wolfman
et al., 2003; Jiang et al., 2004). The “latent myostatin complex”
(Lee and McPherron, 2001; Thies et al., 2001) may be secreted
in the extracellular space, though it has been shown that, in
skeletal myocytes, myostatin is mainly secreted as uncleaved
promyostatin (Anderson et al., 2008; Pirruccello-Straub et al.,
2018). In the extracellular space, the action of furin protein
convertase and metalloproteinases (like BMP-1, TLL-1, and TLL-
2) may finally convert the uncleaved promyostatin and the
latent complex, respectively, into the active form of myostatin
(Lakshman et al., 2009). Citation: Favia M, Fitak R, Guerra L,
Pierri CL, Faye B, Oulmouden A,
Burger PA and Ciani E (2019) Beyond
the Big Five: Investigating Myostatin
Structure, Polymorphism
and Expression in Camelus
dromedarius. Front. Genet. 10:502. doi: 10.3389/fgene.2019.00502 June 2019 | Volume 10 | Article 502 1 Frontiers in Genetics | www.frontiersin.org Dromedary Myostatin Characterization Favia et al. Frontiers in Genetics | www.frontiersin.org • Reverse 5′CCTAAGTTTTCGAGCTAGGAGATC3′ • Reverse 5′CCTAAGTTTTCGAGCTAGGAGATC3′ Myostatin Transcription Initiation and Termination
Sit Transcription
initiation
and
termination
sites
were
identified using the RACE (Rapid amplification of cDNA
ends)
PCR
approach
implemented
in
the
SMARTer
RACE
cDNA
Amplification
Kit
(CloneTech)
following
manufacturer’s instructions. Precursor Prediction The SignalP 4.11, the Combined Signal Peptide Predictor
(CoSiDe)2 and the Signal-3L 2.03 online tools were interrogated
for predicting the most probable location of the signal
peptide cleavage site. • 2nd reaction: 5′GGCTGTGTAATGCATGTATGTGGAGA
CAAA3′ For the 3′RACE-PCR, the following primers were used: • 1st reaction: 5′TGTGCACCAAGCAAACCCCAGAGGTT
CGGC3′ • Reverse
5′TGTGCACCAAGCAAACCCCAGAGGTT
CGGC3′ The PCR conditions were: initial step at 95◦C for 2 min;
35 cycles of a three-step thermal profile of 95◦C for 30 s
(denaturation), 61◦C for 30 s (annealing), 72◦C for 60 s
(elongation); a final elongation step at 72◦C for 5 min. For both reactions, 3 µl of cDNA were added to a solution of
12.5 µl Master Mix (Multiplex PCR Kit, QIAGEN), 1 µl of each
primer (Forward and Reverse), 7.5 µl water. After separation
on a 2% agarose gel, PCR products were excised from the
gel, purified using the QIAquick Gel Extraction Kit (QIAGEN)
and sequenced on both directions with internal primers, using
the Sanger method. 1http://www.cbs.dtu.dk/services/SignalP/
2http://sigpep.services.came.sbg.ac.at/coside.html
3http://www.csbio.sjtu.edu.cn/bioinf/Signal-3L/ Amplification and Sequencing of the Myostatin cDNA A nested PCR was developed, with external forward and reverse
primers falling in the 5′UTR and 3′UTR, respectively. The primer
sequences were: • Forward 5′CCTTGGCATTACTCAAAAGCAA3′ • Forward
5′CAGTACGATGTCCAGAGAGATGACA
GCAGT3′ 5′CAGTACGATGTCCAGAGAGATGACA • Reverse
5′TGTGCACCAAGCAAACCCCAGAGGTT
CGGC3′ Sequences Alignment Sequences obtained via Sanger method (RACE PCR and
cDNA amplicons, see above) were aligned using ClustalOmega
(Sievers et al., 2011). For the 5′RACE-PCR, the following primers were used: r the 5′RACE-PCR, the following primers were used • 1st reaction: 5′ATCCTCAGTAAACTTCGCCTGGAAAC
AGCT3′ INTRODUCTION Notwithstanding, in serum, myostatin
has been shown to exist mainly as a latent complex (Hill et al.,
2002; Zimmers et al., 2002; Lee, 2010). The active myostatin
present in plasma circulates bound to several proteins (Miura
et al., 2006; Cash et al., 2009; Walker et al., 2015), including
follistatin, FSTL3, GASP1, GASP2 and decorin, that prevent
it binding to the receptor and activating signaling (Hill et al.,
2002, 2003; Lee, 2008; Cotton et al., 2018). Composite pools
of myostatin are hence available at the various compartments,
suggesting that extracellular processing of the protein may be
a key regulatory step for its signaling (Anderson et al., 2008). The presence, at various extents, of the myostatin active form
in the extracellular space and in the serum is consistent with
the postulated autocrine, paracrine (Gao et al., 2013), and/or
endocrine manner of function (Zimmers et al., 2002). y
p
g
Old World camels include both wild (Camelus ferus)
and domestic (Camelus dromedarius and Camelus bactrianus)
species. Despite differences in muscularity can be observed
among distinct populations and/or individuals, these are not
dramatic as those observed in other livestock species and no
evident “double muscle” phenotype has been described so far (B. Faye, personal communication). The myostatin gene has been
previously characterized in various dromedary populations from
Pakistan and India, although only 256 bp of exon 1 and 375 bp of
exon 2, respectively, were considered in the analyses (Shah et al.,
2006; Agrawal et al., 2017). A more comprehensive sequence
polymorphism analysis of the myostatin gene was performed in
our laboratories, where more than 3.6 kb of genomic sequence, Upon binding to the target cell, myostatin induces the
formation of a heterotetrameric complex made of two activin June 2019 | Volume 10 | Article 502 June 2019 | Volume 10 | Article 502 2 Dromedary Myostatin Characterization Favia et al. RNA Retro-Transcription including the three exons, small part of the introns and part of the
3′ and 5′ ends, was sequenced in a total of 22 dromedaries from
three different Northern African geographic regions (Muzzachi
et al., 2015). In this study, to further expand the knowledge
base about myostatin, we followed up by (i) characterizing
the gene structure (transcriptional initiation/termination sites;
exon/intron boundaries), (ii) analyzing polymorphism of the
complete genomic sequence and of the partial cDNA in a set of
animals from various sampling sites, (iii) investigating expression
patterns at both the transcript and the protein level in different
skeletal muscles. RNA Retro Transcription
After
quality
control
using
a
NanoDrop
2000C
spectrophotometer
(Thermo
Fisher
Scientific),
50
µl
of
total RNA was retro-transcribed into cDNA using High Capacity
cDNA Reverse Transcription Kit (Thermo Fisher Scientific),
which is based on a combination of oligo(dT) and random
primers, following manufacturer’s instruction. Characterization of the Full-Length
Myostatin cDNA The PCR conditions were: initial step at 95◦C for 2 min;
35 cycles of a three-step thermal profile of 95◦C for 30 s
(denaturation), 57◦C for 30 s (annealing), 72◦C for 60 s
(elongation); a final elongation step at 72◦C for 5 min. RNA Isolation From Skeletal Muscles Skeletal muscles were sampled at slaughterhouses from seven
different animals (Sudan, 3; Egypt, 2; Mauritania, 2). For each
animal, a small sample of frozen muscle tissue (100 mg),
previously stored in tubes containing RNAlater (QIAGEN),
was finely chopped by using a sharp scalpel in 2 ml
RLT buffer (RNeasy Midi Kit, QIAGEN) supplemented with
β-mercaptoethanol following the manufacturer’s instructions. The sample was then homogenized using the T 10 basic Ultra-
Turrax homogenizer (IKA). After homogenization, the sample
was added with 4 ml of RNase-/DNase-free water plus 65 µl
of Proteinase K (SIGMA, ≥0.6 Units/µl). After an incubation
step at 55◦C for 20 min, samples were processed following
manufacturer’s instruction. Internal primers were: • Forward
5′CAGTACGATGTCCAGAGAGATGACA
GCAGT3′ Whole-Genome Variant Identification Whole Genome Variant Identification
Another set of SNVs from the realigned and recalibrated
alignment
files
was
generated
using
the
GATK
HAPLOTYPECALLER
and
filtering
criteria
as
described
above. SNVs on scaffolds putatively assigned to the X and Y
chromosome, with a minimum allele count < 2, missing a
genotype in more than five individuals, with 4 > DP > 30 per
genotype, and deviating from Hardy–Weinberg equilibrium
(p < 0.0001) in VCFTOOLS v0.1.12b (Danecek et al., 2011)
were further excluded. This set of SNVs was used as a training
set to perform variant quality score recalibration in GATK,
assigning a probability of error to the training set of 0.1. This
recalibration develops a Gaussian mixture model across the
various annotations in the high-quality training dataset then
applies the model to all variants in the initial dataset. The process
has been shown to outperform the ‘hard’ filtering of variants (e.g.,
Pirooznia et al., 2014). After variant recalibration, all SNVs with
LOD score < −5.0 and 4 > DP > 30 per genotype were excluded. Polymorphism Analysis Sample Collection and Whole-Genome Sequencing
Whole blood from 25 Old World camels was collected during
routine veterinary procedures or as part of a monitoring
program of the wild camel population in Mongolia. These
samples included nine dromedaries (C. dromedarius), seven
domestic Bactrian camels (C. bactrianus), and nine wild camels
(C. ferus). Dromedary camels were selected to represent a variety
of geographic locations: Pakistan (1), Kenya (1), Kingdom of
Saudi Arabia (3), Sudan (1), United Arab Emirates (1), Qatar
(1), Canary Islands – Spain (1). Domestic Bactrian camel
originated from Mongolia or Kazakhstan, while all the wild
camels originated from Mongolia. DNA was extracted using
the Master PureTM DNA purification kit for blood (Epicentre
version III) and generated a 500 bp paired-end library for
each sample. Each library was sequenced with a single lane
of an Illumina HiSeq (Illumina, United States) according to
standard protocols. Whole-Genome Read Processing and Alignments (5ntu.pdb), were thus aligned by using ClustalW (see Pierri et al.,
2010, and references therein) for investigating chemical-physical
properties of the amino acid regions showing variants between
the human and the dromedary sequences. Accession numbers of
the sequences considered in this study, together with additional
details concerning the databases and the online tools used in this
study, are summarized in Supplementary Table S1. (5ntu.pdb), were thus aligned by using ClustalW (see Pierri et al.,
2010, and references therein) for investigating chemical-physical
properties of the amino acid regions showing variants between
the human and the dromedary sequences. Accession numbers of
the sequences considered in this study, together with additional
details concerning the databases and the online tools used in this
study, are summarized in Supplementary Table S1. Then, SPDBV was used for generating a 3D model of the
dromedary myostatin protein according to protocols described
in Pierri et al. (2010). The obtained 3D comparative model
was energetically minimized. A total of 100 steps of energy
minimization were performed for relaxing the obtained 3D
model by using the energy minimization tools implemented in
Chimera. WhatIF and Chimera biochemical tools were used
for checking the correct 3D model packing. PyMOL was used
for manual inspection of the investigated 3D models and for
generating figures (see Pierri et al., 2010, and references therein). Comparative Protein Modeling g
Myostatin orthologs were searched through and sampled from
Mammalia. The crystallized structure of the myostatin was
available under the PDB_ID 5ntu (Cotton et al., 2018). The
retrieved sequences, including the proposed crystallized structure • 2nd reaction: 5′CCTGCTGTACTCCCACAAAGATGTCT
CCAA3′ After separation on a 2% agarose gel, PCR products were
excised from the gel, purified using the QIAquick Gel Extraction
Kit (QIAGEN) and sequenced using the following primers: 1http://www.cbs.dtu.dk/services/SignalP/
2http://sigpep.services.came.sbg.ac.at/coside.html
3http://www.csbio.sjtu.edu.cn/bioinf/Signal-3L/ 5′RACE: 5′TTTGTCTCCACATACATGCATTACACAGCC3′
3′RACE: 5′CCTGCTGTACTCCCACAAAGATGTCTCCAA3′ 5′RACE: 5′TTTGTCTCCACATACATGCATTACACAGCC3′ 5 RACE: 5 TTTGTCTCCACATACATGCATTACACAGCC3
3′RACE: 5′CCTGCTGTACTCCCACAAAGATGTCTCCAA3′ 3′RACE: 5′CCTGCTGTACTCCCACAAAGATGTCTCCAA3′ Frontiers in Genetics | www.frontiersin.org June 2019 | Volume 10 | Article 502 3 Dromedary Myostatin Characterization Favia et al. Whole-Genome Read Processing and Alignments
The 3′ end of sequence reads were trimmed to a minimum phred-
scaled base quality score of 20 (probability of error < 1.0%)
and trimmed reads < 50 bp in length were excluded using
POPOOLATION v1.2.2 (Kofler et al., 2011). All processed reads
were aligned to the C. ferus CB1 reference genome (Genbank
accession: AGVR01040332.1) using BWA v0.6.2 (Li and Durbin,
2009) with parameters ‘−n 0.01 −o 1 −e 12 −d 12 −l 32.’
Duplicate reads were removed and alignments were filtered to
only include reads that were properly paired and unambiguously
mapped with a mapping quality score > 20. Reads around
insertions/deletions were realigned and a base quality score
recalibration was performed using the Genome Analysis Toolkit
(GATK) v3.1-1 following guidelines presented by Van der
Auwera et al. (2013). As input into the base quality score
recalibration step, a stringently filtered set of single nucleotide
variants (SNVs) was generated using the overlap of three
different variant-calling algorithms [SAMTOOLS v1.1] (Li et al.,
2009); [GATK HAPLOTYPECALLER v3.1-1] (Van der Auwera
et al., 2013); [ANGSD v0.563] (Korneliussen et al., 2014). The
overlapping SNVs were filtered to exclude those with a quality
score (Q) < 20, depth of coverage (DP) > 750 (∼30X/individual),
quality by depth (QD) < 2.0, strand bias (FS) > 60.0, mapping
quality (MQ) < 40.0, inbreeding coefficient < −0.8, mapping
quality rank sum test (MQRankSum) < −12.5, and read position
bias (ReadPosRankSum) < −8.0. Furthermore, SNVs were
excluded if three or more were found within a 20 bp window,
were within 10 bp of an insertion/deletion, or were found in an
annotated repetitive region. Phylogenetic Analysis The analysis of the evolutionary relationships among orthologous
myostatin sequences was conducted using MEGA5 (Tamura
et al., 2011). Orthologous sequences of myostatin/growth
differentiation factor 8 with E-value lower than 10ˆ-55, query
coverage higher than 70% and % of identical amino acids
ranging between 40 and 100% were aligned by using ClustalW
implemented in Jalview. For Arthropoda, Aves, and Mammalia,
due to the existence of more than one hundred of sequences
complying with the above criteria, we imposed a filter on the first
30 sequences for each taxonomic group. Redundant sequences
with 100% identical amino acids were removed from the multiple
sequence alignment. A final set of 83 protein sequences (see
Supplementary Data Sheet S1) were retained for tree building. In detail, the tree was built from the ungapped multiple sequence
alignment applying the maximum likelihood method with the
JTT model for the amino acid substitutions and a gamma
distribution (five discrete gamma categories) for the rates among
sites. A total of 100 bootstrap samplings were applied to test the
robustness of the tree. In silico Functional Prediction The web-based analysis tool by the Human Splicing Finder
Version 3.0.2 (Desmet et al., 2009), available at http://
www.umd.be/HSF3/index.html, was used to predict putative
functional
effect
of
SNP
variants
in
terms
of
potential
alteration of splicing patterns. The in silico tool TFBIND
(Tsunoda and Takagi, 1999), available at http://tfbind.hgc.jp/,
was used to identify transcription factor binding sites (TFBS)
and their possible disruption due to the presence of Single
Nucleotide Polymorphisms. • Assay 1:
Probe 1 5′-/56-FAM/CTACAGAGT/ZEN/CTGATCTTCT
AATGC/3IABkFQ/-3′
Primer 1 5′-GACGGAAACAATCATTACC-3′
Primer 2 5′-GAGCTAAACTTAAAGAAGCAA-3′ • Assay 1:
Probe 1 5′-/56-FAM/CTACAGAGT/ZEN/CTGATCTTCT
AATGC/3IABkFQ/-3′
Primer 1 5′-GACGGAAACAATCATTACC-3′
Primer 2 5′-GAGCTAAACTTAAAGAAGCAA-3′ • Assay 1:
Probe 1 5′-/56-FAM/CTACAGAGT/ZEN/CTGATCTTCT
AATGC/3IABkFQ/-3′
Primer 1 5′-GACGGAAACAATCATTACC-3′
Primer 2 5′-GAGCTAAACTTAAAGAAGCAA-3′ • Assay 2:
Probe 1 5′-/5HEX/AAGGGATTC/ZEN/AAACCATCTT
CTC/3IABkFQ/-3′
′
′ Digital Droplet PCR Conditions g
p
A 20-µl reaction mixture was prepared comprising of 10 µl
ddPCR SupermixTM for probes (no dUTP) (Bio-Rad), 1 µl
primers and probe mix for Assay 1, 1 µl primers and probe mix
for Assay 2, 2 µl cDNA, 6 µl RNase-/DNase-free water. The
final concentration of primers and probe was 900 and 250 nM,
respectively. The amplification conditions were 10 min DNA
polymerase activation at 95◦C, followed by 40 cycles of a two-step
thermal profile of 30 s at 94◦C for denaturation, and 60 s at 60◦C
for annealing and extension, followed by a final hold of 10 min
at 98◦C for droplet stabilization, and cooling to 4◦C. A thermal
cycler (T100TM; Bio-Rad) was used, and the temperature ramp
rate was set to 2◦C/s, with the lid heated to 105◦C, according
to the Bio-Rad recommendations. A negative (no template) and
a positive control were included. The latter consisted, for both
assays, of a synthetic oligonucleotide (gBlocks Gene Fragment,
by IDT), with a size of 467 bp, including junctions between
exons 1 and 2 and between exons 2 and 3, designed based on
the predicted sequence for the myostatin transcript in Camelus
dromedarius (XM_010991955). In the reaction preparation, for
the positive control, 2 µl of the above synthetic oligonucleotide
were added, at a final concentration of 1 ng/ml. For all the
considered muscles, two biological and two technical replicates
were included in the experiment. RNA Isolation and cDNA Synthesis Skeletal muscles were sampled at slaughterhouses (Kingdom of
Saudi Arabia) from two adult animals. For each animal, eight
muscles, representative of the different anatomical regions of the
body were taken: brachiocephalicus (head/neck), deltoid, extensor
carpi radialis, and tensor fasciae latae (forelimbs), semitendinosus
and coccygeus (trunk), biceps femoris, and peroneus longus
(hindlimbs). For all muscles, sampling occurred within 30 min
post-mortem. Immediately after collection, samples were stored
in tubes containing RNAlater (QIAGEN). For RNA isolation and
cDNA synthesis, the procedures described above were adopted. Data Analysis After the thermal cycling, the plates were transferred to a droplet
reader (QX200TM; Bio-Rad). The software package provided with
the ddPCR system was used for data acquisition (QuantaSoftTM
1.6.6.0320; Bio-Rad). The rejection criterium for the exclusion of
a reaction from subsequent analysis was a low number of droplets
measured (<10,000 per 20 µl PCR). The data from the ddPCR are
given in target copies/µl reaction. The significance of differences
among muscles was tested using ANOVA (Analysis of Variance). Bayesian Clustering The identified SNPs were used for clustering the nine dromedary
samples by adopting the Bayesian algorithm implemented in
the STRUCTURE software v. 2.2 (Falush et al., 2007). The
analysis was performed without providing a priori information
on population membership, adopting the “admixture model”
option and a burn-in period of 10,000 generations, followed by
100,000 iterations. Five independent runs were performed for
each K value (number of clusters to be tested), and the results
were visually inspected for reproducibility. K values ranging
from 1 to 9 were tested, and the K value showing the highest
probability was discussed. By partitioning the reaction volume into thousands of
droplets, this technique allows absolute quantification of nucleic
acids without the need of a standard curve, with improved
precision over classical quantitative PCR (qPCR). • Assay 1:
Probe 1 5′-/56-FAM/CTACAGAGT/ZEN/CTGATCTTCT
AATGC/3IABkFQ/-3′
Primer 1 5′-GACGGAAACAATCATTACC-3′
Primer 2 5′-GAGCTAAACTTAAAGAAGCAA-3′
• Assay 2:
Probe 1 5′-/5HEX/AAGGGATTC/ZEN/AAACCATCTT
CTC/3IABkFQ/-3′
Primer 1 5′-GGTCATGATCTTGCTGTA-3′
Primer 2 5′-GTCTGTTACCTTGACTTCTA-3′ • Assay 1:
Probe 1 5′-/56-FAM/CTACAGAGT/ZEN/CTGATCTTCT
AATGC/3IABkFQ/-3′
Primer 1 5′-GACGGAAACAATCATTACC-3′
Primer 2 5′-GAGCTAAACTTAAAGAAGCAA-3′
• Assay 2:
Probe 1 5′-/5HEX/AAGGGATTC/ZEN/AAACCATCTT
CTC/3IABkFQ/-3′
Primer 1 5′-GGTCATGATCTTGCTGTA-3′
Primer 2 5′-GTCTGTTACCTTGACTTCTA-3′ Digital Droplet PCR Assay Design The Digital Droplet PCR method is based on end-point
fluorescence signal detection, and the intensity of signal observed
for positive droplets, varying with primer/template combination,
is not considered for target quantification. However, in this
system, droplets are interpreted as either “positive” or “negative,”
depending whether target amplification occurred or not, based
on a settled fluorescence cut-off. Two different assays, with
probes targeting the two possible exon junctions in the myostatin
gene (between exon 1 and 2, and between exon 2 and 3), were
used. FAM- (6-carboxy-fluorescein) and HEX- (hexa-chloro-
fluorescein) labeled probes were used, respectively, in Assay 1 and
Assay 2. Probes and primers sequences were as follows: Identification and Characterization of Variants at the
Myostatin Locus The publicly available Camelus ferus myostatin sequence
(GenBank Accession No AGVR01040332) was BLASTed against
our Old World camel genomes and the contig-8645394
(Camelus dromedarius), contig-8938518 (Camelus bactrianus)
and contig-7907533 (Camelus ferus) were retrieved and used
in the comparative analysis of the myostatin locus at the June 2019 | Volume 10 | Article 502 Frontiers in Genetics | www.frontiersin.org 4 Dromedary Myostatin Characterization Favia et al. nucleotide level. Moreover, from the final set of SNVs
described in the sub-section above, the Camelus dromedarius
Single Nucleotide Polymorphisms (SNPs) falling in the contig-
8645394 (Supplementary Data Sheet S2) were selected for
further inspection. Frontiers in Genetics | www.frontiersin.org Myostatin Gene Organization Myostatin Gene Organization
The RACE-PCR approach allowed to map the start transcription
site (Supplementary Figure S1A) at 109 bp upstream the
start-codon, in a position that is 24 and 25 bp downstream
compared to the usual human and mouse transcription
initiation sites, respectively4. The transcriptional termination site
(Supplementary Figure S1B) was mapped 215 bp downstream
the stop-codon, much earlier than in human and mouse where
a 1561 and 1448 bp 3′UTR is usually reported4. No evidence
was found, by combined RT-PCR and RACE approaches,
for alternative splicing events or alternative 5′ or 3′ ends
(Supplementary Figure S2). Based on the above, a 5292 bp
genomic locus was identified for myostatin in C. dromedarius. The locus was highly conserved among the three Old World
camelids species (Supplementary Figure S3). Comparative
analysis of the C. dromedarius genomic sequence (contig-
8645394) with the obtained cDNA sequences confirmed, as in
other species, the presence of three exons and two introns, with a
predicted C. dromedarius myostatin full length cDNA of 1452 bp
(Supplementary Figure S4A) and a protein of 375 amino acids
(Figure 1). The latter is consistent with the predicted protein 4http://genome-euro.ucsc.edu/index.html Comparative 3D Protein Modeling Comparative 3D Protein Modeling
Sequences from nine Artiodactyla species, including the three
phylogenetically close Old World camelids (C. dromedarius, C. bactrianus, and C. ferus), one New World camelid (Vicugna
pacos), the two Bos taurus subspecies, i.e., B. taurus taurus (a
non “double muscle” Hereford subject) and B. taurus indicus,
the wild yak (Bos mutus), the buffalo (Bubalus bubalis) and
the bison (Bison bison) were aligned with the human myostatin
sequence (Accession no. ABI48419.1), and the human myostatin
C-terminal domain solved by X-ray diffraction (residues 46-375
out of 375) (Figure 2A). C. dromedarius, C. ferus, C. bactrianus,
and V. pacos share 100% of identical amino acids. Six, or
fourteen, variants are observed among the above cited Camelidae
sequences and the human myostatin sequence (Accession No. ABI48419.1), or the corresponding taurine myostatin sequence,
respectively (Figure 2A). Out of them, 5 in the contrast with
the human sequence and 13 in the contrast with the taurine
sequence are variants occurring at different sites, while one,
at position 164, presented different variants when contrasted
with the human and the cattle sequence, respectively. In
addition, it is possible to observe that the 6 variants detected
in the contrast with the human sequence are conservative
(Figure 2A), while 9, out of the 14 variants detected in
the contrast with the cattle sequence are not conservative
(Figure 2A). No variants were observed when contrasting among
them the sequences from the five species belonging to the
Bovidae family. A notable exception was B. bubalis, for which
variants where observed at positions 101, 117 and 141. In
all the above cases, the nucleotides observed in B. bubalis
were different from those observed in all the other eight
sequences. Figure 2B presents the 3D comparative model of
the C. dromedarius myostatin dimer, and highlights the variants
observed between the Camelidae myostatin sequences and the
human/bovine myostatin. 5https://www.uniprot.org/uniprot/ Protein Extraction and Western Blotting Protein Extraction and Western Blotting
A small sample of frozen muscle tissue (100 mg), previously
stored in tubes containing RNAlater (QIAGEN), was finely
chopped and homogenized by using a sharp scalpel in 300 µl
Ripa buffer [10 mM Tris-HCl pH 7.4, 140 mM NaCl, 1% (v/v)
Triton X-100, 1% (w/v) Na-deoxycholate, 0.1% (v/v) SDS, 1 mM June 2019 | Volume 10 | Article 502 Frontiers in Genetics | www.frontiersin.org 5 Dromedary Myostatin Characterization Favia et al. NaF, 1 mM EDTA, 1 mM Na3VO4] supplemented with 1x
protease inhibitor cocktail (Sigma), and then by using the T 10
basic Ultra-Turrax homogenizer (IKA). After homogenization,
the sample was kept on ice for 30 min, and then vortexed
for 5 min. At the end, sample was centrifuged for 20 min
at 4◦C at 13,000 × g to remove unbroken cells, nuclei and
cell debris. The supernatant, containing solubilized proteins,
was recovered and protein concentration was measured by the
method of Bradford (Bradford, 1976). An aliquot of 20 µg
of protein for each sample was diluted in Laemmli buffer
not containing DTT or β-mercaptoethanol, heated at 95◦C
for 5 min, and separated by 12 % (v/v) Tris/HCl SDS/PAGE. The separated proteins were transferred to Immobilon P
(Millipore) in Trans-Blot semidry electrophoretic transfer cell
(Amersham Biosciences) for immunoblotting. The used primary
antibody was a rabbit polyclonal anti-MSTN antibody against the
C-terminal region (300–349 aa) of mouse myostatin (TA343358,
OriGene; dilution 1:1000) that presented broad species reactivity,
including artiodactyls. The densitometric quantification and
image processing of the considered bands were carried out
using Adobe Photoshop and the Image software package
(version 1.61, National Institutes of Health, Bethesda, MD,
United States). The total lane density of transferred proteins
on the membrane stained with Coomassie Blue dye was used
for the normalization of the proteins of our interest. The
significance of differences among muscles, for each considered
band, was tested using ANOVA (Analysis of Variance). Post
hoc t-tests were performed to determine where the groups
differed. All p-levels for post hoc t-tests were adjusted using
Bonferroni correction. NaF, 1 mM EDTA, 1 mM Na3VO4] supplemented with 1x
protease inhibitor cocktail (Sigma), and then by using the T 10
basic Ultra-Turrax homogenizer (IKA). After homogenization,
the sample was kept on ice for 30 min, and then vortexed
for 5 min. Protein Extraction and Western Blotting At the end, sample was centrifuged for 20 min
at 4◦C at 13,000 × g to remove unbroken cells, nuclei and
cell debris. The supernatant, containing solubilized proteins,
was recovered and protein concentration was measured by the
method of Bradford (Bradford, 1976). An aliquot of 20 µg
of protein for each sample was diluted in Laemmli buffer
not containing DTT or β-mercaptoethanol, heated at 95◦C
for 5 min, and separated by 12 % (v/v) Tris/HCl SDS/PAGE. The separated proteins were transferred to Immobilon P
(Millipore) in Trans-Blot semidry electrophoretic transfer cell
(Amersham Biosciences) for immunoblotting. The used primary
antibody was a rabbit polyclonal anti-MSTN antibody against the
C-terminal region (300–349 aa) of mouse myostatin (TA343358,
OriGene; dilution 1:1000) that presented broad species reactivity,
including artiodactyls. The densitometric quantification and
image processing of the considered bands were carried out
using Adobe Photoshop and the Image software package
(version 1.61, National Institutes of Health, Bethesda, MD,
United States). The total lane density of transferred proteins
on the membrane stained with Coomassie Blue dye was used
for the normalization of the proteins of our interest. The
significance of differences among muscles, for each considered
band, was tested using ANOVA (Analysis of Variance). Post
hoc t-tests were performed to determine where the groups
differed. All p-levels for post hoc t-tests were adjusted using
Bonferroni correction. size for most of the species5. The dromedary myostatin protein
also showed all the hallmarks present in other TGF-ß family
members, including an N-terminal signal sequence for secretion,
a pro-region followed by the proteolytic processing RSRR site,
and a C-terminal domain containing nine cysteine residues. In
particular, the signal peptide was consistently predicted to have
an 18 amino acid length by SignalP 4.1 and Signal-3L 2.0, while a
length of 23 amino acids was predicted by CoSiDe. Evolutionary Relationships Among
Myostatin Proteins The inferred maximum likelihood tree of myostatin protein
sequences (Figure 3) highlighted the presence of three supported
clusters (bootstrap value higher than 60%), corresponding to
Arthropoda, Reptilia and Amphibia, that may reflect a different
attitude in the regulation of skeletal muscle growth in the
different taxonomic groups. Interestingly, within Mammalian
sequences, the highest bootstrap value (99%) was observed
for the cluster grouping myostatin sequences belonging to
the Bovidae family. June 2019 | Volume 10 | Article 502 Frontiers in Genetics | www.frontiersin.org 6 Dromedary Myostatin Characterization Favia et al. FIGURE 1 | Amino acidic sequence of the C. dromedarius myostatin as inferred from the cDNA sequence. (A) Schematic outline. The three protein domains (signal
peptide, pro-region, and active peptide) are highlighted in different colors (yellow, blue, and green, respectively). The two most likely residues involved in the signal
peptide cleavage (see main text) are indicated by black arrows. Similarly, the residue (D, for aspartic acid) shown to be essential for BMP/tolloid protease cleavage,
and the motif (RSRR) needed for recognition by furin convertase, are highlighted. (B) Amino acidic sequence of the C. dromedarius myostatin, with the three protein
domains highlighted in different colors, as in (A). The above mentioned hallmarks are also depicted here (signal peptide cleavage, black arrows; BMP/tolloid protease
cleavage residue and furin convertase recognition motif, bold). In addition, the nine conserved cysteine residues in the active peptide are indicated (bold and white). FIGURE 1 | Amino acidic sequence of the C. dromedarius myostatin as inferred from the cDNA sequence. (A) Schematic outline. The three protein domains (signal
peptide, pro-region, and active peptide) are highlighted in different colors (yellow, blue, and green, respectively). The two most likely residues involved in the signal
peptide cleavage (see main text) are indicated by black arrows. Similarly, the residue (D, for aspartic acid) shown to be essential for BMP/tolloid protease cleavage,
and the motif (RSRR) needed for recognition by furin convertase, are highlighted. (B) Amino acidic sequence of the C. dromedarius myostatin, with the three protein
domains highlighted in different colors, as in (A). The above mentioned hallmarks are also depicted here (signal peptide cleavage, black arrows; BMP/tolloid protease
cleavage residue and furin convertase recognition motif, bold). In addition, the nine conserved cysteine residues in the active peptide are indicated (bold and white). Polymorphism Analysis and in silico
Functional Prediction myostatin sequences with sequences generated in this study, are
presented, for completeness, in Supplementary Figures S4A,B. myostatin sequences with sequences generated in this study, are
presented, for completeness, in Supplementary Figures S4A,B. Analysis by Human Splicing Finder highlighted, for the
intronic polymorphisms, a potential role in alteration of
splicing for G66148C, predicted to break an ESE (exonic
splicing enhancer) site (Supplementary Figure S6A), A66460G,
predicted to generate a new donor site and a new ESS (exonic
splicing silencer) site (Supplementary Figure S6B), while no
significant splicing motif alteration was detected for T66461C
(Supplementary Figure S6C). TFBS analysis, performed for each
SNP using the two input sequences harboring the alternative
alleles, highlighted the presence of disrupted TFBSs for all
the three loci (Table 2). Moreover, we analyzed the potential
transcriptional factor binding sites in the DNA sequence of
8 kb of the C. dromedarius myostatin gene upstream region
(included in the contig-8645394). A total of 10677 putative
binding sites were identified (Supplementary Data Sheet S3). A graphical outline of the most significant predicted regulatory
motifs in the 1.5 kb proximal to the transcription initiation
site of the C. dromedarius myostatin gene is presented in
Supplementary Figure S7. In addition, in this region two SNPs
were present (T63437C and A64026G) (Table 1), out of which presented, for completeness, in Supplementary Figures S4A,B. Analysis by Human Splicing Finder highlighted, for the
intronic polymorphisms, a potential role in alteration of
splicing for G66148C, predicted to break an ESE (exonic
splicing enhancer) site (Supplementary Figure S6A), A66460G,
predicted to generate a new donor site and a new ESS (exonic
splicing silencer) site (Supplementary Figure S6B), while no
significant splicing motif alteration was detected for T66461C
(Supplementary Figure S6C). TFBS analysis, performed for each
SNP using the two input sequences harboring the alternative
alleles, highlighted the presence of disrupted TFBSs for all
the three loci (Table 2). Moreover, we analyzed the potential
transcriptional factor binding sites in the DNA sequence of
8 kb of the C. dromedarius myostatin gene upstream region
(included in the contig-8645394). A total of 10677 putative
binding sites were identified (Supplementary Data Sheet S3). A graphical outline of the most significant predicted regulatory
motifs in the 1.5 kb proximal to the transcription initiation
site of the C. dromedarius myostatin gene is presented in
Supplementary Figure S7. Frontiers in Genetics | www.frontiersin.org Polymorphism Analysis and in silico
Functional Prediction In addition, in this region two SNPs
were present (T63437C and A64026G) (Table 1), out of which The results of the sequence polymorphism analysis for the
myostatin locus are presented in Table 1. As can be observed, only
three polymorphisms, two transitions (A66460G and T66461C)
and one transversion (G66148C), were identified inside the
myostatin gene, all located deep in the intron 1. On the other
side, a total of 45 and 21 variant sites were identified in our
study in the upstream and downstream regions, respectively,
with an overall average density of one SNP every about 1.5 kb. In order to interpret the observed patterns of SNP distribution
across samples from different countries, we performed a Bayesian
clustering analysis of the nine dromedary samples using the
69 identified SNPs. At K = 7 (Supplementary Figure S5), the
analysis highlighted that the sample from Pakistan was well
differentiated, and the same occurred for a pair of samples,
one from Kingdom of Saudi Arabia and one from United Arab
Emirates, respectively. The rest of the samples were clearly
“admixed,” suggesting that most of the considered SNPs do not
follow a geographic pattern. Putative variants in the myostatin
coding region, inferred from aligning previously published June 2019 | Volume 10 | Article 502 7 Dromedary Myostatin Characterization Favia et al. Dromedary Myostatin Characterization
Comparative analysis of myostatin protein sequences. (A) The alignment of myostatin orthologous sequences sampled from various mammalian species
. Blue arrowheads indicate the variants detected between the four considered Camelidae sequences and the five Bovidae sequences at 13 specific
arrowheads indicate the variants detected between the four considered Camelidae sequences and the Homo sapiens sequence at 5 specific sites,
m the sites previously cited. The gray arrowhead indicates the position of two different variants detected in H. sapiens and in Bovidae in correspondence
m C. dromedarius. Orange “boxes” indicate variations between the H. sapiens sequence retrieved from refseq_database and the sequence of the human
myostatin. Amino acid codes and numbering refers to the C. dromedarius myostatin. (B) Lateral view of the 3D comparative model of the C. dromedarius
mer. The protein is reported in green/magenta cartoon representation. Variants observed between Camelidae myostatin sequences and human/Bovidae
re reported in black (5)/blue (13) spheres in chain A, and dark-yellow (5)/cyan (13) spheres in chain B, respectively. The only site of C. dromedarius
howing a variation both in H. Polymorphism Analysis and in silico
Functional Prediction sapiens and in Bovidae locates at site 164 (Q164 for C. dromedarius, E164 in H. sapiens, K164 in B. taurus) and is
gray spheres. Notably, variants observed between C. dromedarius and Bovidae occur at different sites with respect to those detected between
rius and H. sapiens, with the exclusion of residues at site 164. Residues C339/C340 of chain A and chain B, forming inter-monomer disulphide bridges,
in red spheres. R65 of chain A and chain B, involved in interactions with T114, is indicated by red sticks. was also observed as being polymorphic by aligning
-8645394 (Supplementary Data Sheet S2) with the
and contig_13989_126 (Accession No. LSZX01094446.1). TFBS
analysis, repeated for each SNP using the two input sequences | Comparative analysis of myostatin protein sequences. (A) The alignment of myostatin orthologous sequences sampled from various mammalian species
d. Blue arrowheads indicate the variants detected between the four considered Camelidae sequences and the five Bovidae sequences at 13 specific
arrowheads indicate the variants detected between the four considered Camelidae sequences and the Homo sapiens sequence at 5 specific sites,
m the sites previously cited. The gray arrowhead indicates the position of two different variants detected in H. sapiens and in Bovidae in correspondence
m C. dromedarius. Orange “boxes” indicate variations between the H. sapiens sequence retrieved from refseq_database and the sequence of the human
myostatin. Amino acid codes and numbering refers to the C. dromedarius myostatin. (B) Lateral view of the 3D comparative model of the C. dromedarius
imer. The protein is reported in green/magenta cartoon representation. Variants observed between Camelidae myostatin sequences and human/Bovidae
re reported in black (5)/blue (13) spheres in chain A, and dark-yellow (5)/cyan (13) spheres in chain B, respectively. The only site of C. dromedarius
howing a variation both in H. sapiens and in Bovidae locates at site 164 (Q164 for C. dromedarius, E164 in H. sapiens, K164 in B. taurus) and is
y gray spheres. Notably, variants observed between C. dromedarius and Bovidae occur at different sites with respect to those detected between
arius and H. sapiens, with the exclusion of residues at site 164. Residues C339/C340 of chain A and chain B, forming inter-monomer disulphide bridges, FIGURE 2 | Comparative analysis of myostatin protein sequences. (A) The alignment of myostatin orthologous sequences sampled from various mammalian species
is presented. Polymorphism Analysis and in silico
Functional Prediction Blue arrowheads indicate the variants detected between the four considered Camelidae sequences and the five Bovidae sequences at 13 specific
sites. Black arrowheads indicate the variants detected between the four considered Camelidae sequences and the Homo sapiens sequence at 5 specific sites,
different from the sites previously cited. The gray arrowhead indicates the position of two different variants detected in H. sapiens and in Bovidae in correspondence
of Q164 from C. dromedarius. Orange “boxes” indicate variations between the H. sapiens sequence retrieved from refseq_database and the sequence of the human
crystallized myostatin. Amino acid codes and numbering refers to the C. dromedarius myostatin. (B) Lateral view of the 3D comparative model of the C. dromedarius
myostatin dimer. The protein is reported in green/magenta cartoon representation. Variants observed between Camelidae myostatin sequences and human/Bovidae
myostatin are reported in black (5)/blue (13) spheres in chain A, and dark-yellow (5)/cyan (13) spheres in chain B, respectively. The only site of C. dromedarius
myostatin showing a variation both in H. sapiens and in Bovidae locates at site 164 (Q164 for C. dromedarius, E164 in H. sapiens, K164 in B. taurus) and is
indicated by gray spheres. Notably, variants observed between C. dromedarius and Bovidae occur at different sites with respect to those detected between
C. dromedarius and H. sapiens, with the exclusion of residues at site 164. Residues C339/C340 of chain A and chain B, forming inter-monomer disulphide bridges,
are reported in red spheres. R65 of chain A and chain B, involved in interactions with T114, is indicated by red sticks. FIGURE 2 | Comparative analysis of myostatin protein sequences. (A) The alignment of myostatin orthologous sequences sampled from various mammalian species
is presented. Blue arrowheads indicate the variants detected between the four considered Camelidae sequences and the five Bovidae sequences at 13 specific
sites. Black arrowheads indicate the variants detected between the four considered Camelidae sequences and the Homo sapiens sequence at 5 specific sites,
different from the sites previously cited. The gray arrowhead indicates the position of two different variants detected in H. sapiens and in Bovidae in correspondence
of Q164 from C. dromedarius. Orange “boxes” indicate variations between the H. sapiens sequence retrieved from refseq_database and the sequence of the human
crystallized myostatin. Amino acid codes and numbering refers to the C. dromedarius myostatin. (B) Lateral view of the 3D comparative model of the C. dromedarius
myostatin dimer. Quantitative Myostatin Transcript
Analysis in Dromedary Skeletal Muscles We investigated the quantitative expression of myostatin
transcripts
in
eight
dromedary
skeletal
muscles
(deltoid,
extensor carpi radialis, coccygeus, biceps femoris, peroneus
longus, semitendinosus, tensor fasciae latae, brachiocephalicus)
by Digital Droplet PCR. Two different assays, with probes
targeting the two possible exon junctions in the myostatin
gene, were used. Number of droplets generated in each
experiment replicate, together with plot of raw data, are shown
in Supplementary Figure S8. All the replicates passed the cut-off
value (>10,000 droplets). Figure 4 presents the results of the Polymorphism Analysis and in silico
Functional Prediction The protein is reported in green/magenta cartoon representation. Variants observed between Camelidae myostatin sequences and human/Bovidae
myostatin are reported in black (5)/blue (13) spheres in chain A, and dark-yellow (5)/cyan (13) spheres in chain B, respectively. The only site of C. dromedarius
myostatin showing a variation both in H. sapiens and in Bovidae locates at site 164 (Q164 for C. dromedarius, E164 in H. sapiens, K164 in B. taurus) and is
indicated by gray spheres. Notably, variants observed between C. dromedarius and Bovidae occur at different sites with respect to those detected between
C. dromedarius and H. sapiens, with the exclusion of residues at site 164. Residues C339/C340 of chain A and chain B, forming inter-monomer disulphide bridges,
are reported in red spheres. R65 of chain A and chain B, involved in interactions with T114, is indicated by red sticks. the latter was also observed as being polymorphic by aligning
the contig-8645394 (Supplementary Data Sheet S2) with the
publicly available contig4726 (Accession No. JDVD01004726.1) and contig_13989_126 (Accession No. LSZX01094446.1). TFBS
analysis, repeated for each SNP using the two input sequences
harboring the alternative alleles, suggested the disruption of June 2019 | Volume 10 | Article 502 Frontiers in Genetics | www.frontiersin.org 8 Dromedary Myostatin Characterization Favia et al. FIGURE 3 | Phylogenetic analysis of myostatin protein sequences. Numbers indicate bootstrap values higher than 60/100. one (NFKB_Q6) and three (COUP_01, MYB_Q6, and T3R_01)
transcription factors binding sites for loci T63437C and
A64026G, respectively (data not shown). absolute quantification experiments for the eight muscles, and
for the two probes, expressed as target copies/µl. The FAM-
labeled probe (probe 1, targeting the junction between exon 1
and 2) produced systematically higher values compared to the
HEX-labeled probe (probe 2, targeting the junction between exon
2 and 3). However, trends among different muscles were similar
for both probes, as also supported by a correlation coefficient
higher than 0.78 (data not shown). Analysis of variance among
means of different muscles did not find significant difference for
any of the two assays. Myostatin Protein Expression in
Dromedary Skeletal Muscles The # (hash) symbol indicates the only SNP, located in the
myostatin gene (intron 2), that was not observed in our study but was evident when aligning the contig-8645394 with both contig4726 and contig_13989_126. Variant sites are presented based on the region where they are located (either in the exons or introns of the myostatin locus, in the 5′ or in the 3′ UTR, or in the
upstream/downstream regions). Site positions refer to the C. dromedarius contig-8645394. Circles (◦) indicates those SNPs that could also be observed when aligning
the contig-8645394 with the publicly available contig4726 (Accession No. JDVD01004726.1). Asterisks (∗) indicates those SNPs that could also be observed when
aligning the contig-8645394 with the publicly available contig_13989_126 (Accession No. LSZX01094446.1). The # (hash) symbol indicates the only SNP, located in the
myostatin gene (intron 2), that was not observed in our study but was evident when aligning the contig-8645394 with both contig4726 and contig_13989_126. the active C-terminal myostatin dimer, we performed Western
Blot analyses using a polyclonal antibody raised against the
C-terminus. Moreover, protein electrophoretic separation was
run under non-reducing conditions in order to preserve the
integrity of the disulphide bonds in the C-terminal domain. As shown in Figure 5A, a major band is present at an
apparent molecular mass of 75 kDa, corresponding to the
expected mass for the promyostatin dimer. Additional, weaker
bands were observed at around 40 and 25 kDa, corresponding
to the promyostatin monomer and the active C-terminal
myostatin dimer, respectively. Densitometric analysis of Western
Blots, performed on five different protein extracts for each
muscle, highlighted significant differences (ANOVA, p = 0.0001)
among muscle types for the promyostatin dimer (Figure 5B),
while no significant difference was observed for both the
promyostatin monomer and the active C-terminal myostatin
dimer, respectively (Figure 5B). Post hoc tests highlighted four
significant (p < 0.0017) pair-wise comparisons, all of them
involving the tensor fasciae latae muscle (vs. deltoid, extensor
carpi radialis, coccygeus, and brachiocephalicus). in other species for the myostatin gene. As expected, a high
sequence similarity was observed among our experimentally
obtained transcript sequence for C. dromedarius myostatin
and the publicly available predicted sequences for the other
two species within the Camelus genus, in line with the
relatively recent divergence times between them, estimated in 5–
8 mya between one-humped and two-humped domestic camels
(Wu et al., 2014), and about 0.7 million years ago between
C. bactrianus and C. Myostatin Protein Expression in
Dromedary Skeletal Muscles We investigated the expression of myostatin at the protein
level on the same set of dromedary skeletal muscles previously
described for quantitative transcript analysis. In order to detect June 2019 | Volume 10 | Article 502 Frontiers in Genetics | www.frontiersin.org 9 Dromedary Myostatin Characterization Favia et al. TABLE 1 | Single Nucleotide Polymorphisms identified in the considered population sample (nine C. dromedarius animals from seven countries). Target region
Size (bp)
Polymorphism
Upstream
64736
G13066T; T13901A◦; C14568A◦; T14745G; C16352T; G16640A◦; G17867A; T25076C◦;
T29288A; G31182A; G31464A; C32869T◦∗; C33308G; G33597C; G34295T; T34901C◦∗;
G35625A◦∗; C35782T◦; G38778A; T40104C◦∗; T41149C∗; T42365A; C43439A◦; C47473T;
C48225T; G48931T◦∗; C49083T∗; G49630C◦∗; T50414C; T50514G∗; A50637C◦; T50897C∗;
T52618C◦; G52669T; T53222C◦∗; G53398A◦∗; C55949T◦∗; A56391G; G57208A◦∗; T58686C◦∗;
G59091T◦∗; A59187T∗; A60587G; T63437C; A64026G◦∗
5′ UTR
109
None
Exon 1
373
None
Intron 1
1801
G66148C◦; A66460G∗; T66461C∗
Exon 2
374
None
Intron 2
2039
None#
Exon 3
381
None
3′ UTR
215
None
Downstream
21956
A72141T; A72526G; A73136C; G75845A◦∗; T75862C; G76270A◦∗; T77354C◦∗; T78572A;
G78774A◦; G78993A∗; T80531G; C81364T◦; C81499T◦; G83533C; T86423C◦; T87060A◦;
G89595A◦; A89886T; C90627A◦; A90686T; T90834C◦
Variant sites are presented based on the region where they are located (either in the exons or introns of the myostatin locus, in the 5′ or in the 3′ UTR, or in th
upstream/downstream regions). Site positions refer to the C. dromedarius contig-8645394. Circles (◦) indicates those SNPs that could also be observed when alignin
the contig-8645394 with the publicly available contig4726 (Accession No. JDVD01004726.1). Asterisks (∗) indicates those SNPs that could also be observed whe
aligning the contig-8645394 with the publicly available contig_13989_126 (Accession No. LSZX01094446.1). The # (hash) symbol indicates the only SNP, located in th
myostatin gene (intron 2), that was not observed in our study but was evident when aligning the contig-8645394 with both contig4726 and contig_13989_126. Nucleotide Polymorphisms identified in the considered population sample (nine C. dromedarius animals from seven countries). Variant sites are presented based on the region where they are located (either in the exons or introns of the myostatin locus, in the 5′ or in the 3′ UTR, or in the
upstream/downstream regions). Site positions refer to the C. dromedarius contig-8645394. Circles (◦) indicates those SNPs that could also be observed when aligning
the contig-8645394 with the publicly available contig4726 (Accession No. JDVD01004726.1). Asterisks (∗) indicates those SNPs that could also be observed when
aligning the contig-8645394 with the publicly available contig_13989_126 (Accession No. LSZX01094446.1). Myostatin Protein Expression in
Dromedary Skeletal Muscles ferus (Ji et al., 2009). Also, myostatin
orthologs showed a high percentage of identical amino acids
through Mammalia, which may explain the low bootstrap values
observed in the maximum likelihood tree. A notable exception
was represented by the Bovidae sequences, that clustered with
high bootstrap values. Peculiar selection constraints may have
played a role in shaping the evolutionary history of myostatin
in Bovidae. Indeed, besides the well documented human-
mediated positive selection experienced in recent times by the
Bos taurus myostatin gene, particularly in specialized beef breeds,
evidence for a more remote action of positive selection on
this gene, operating during the time of divergence of Bovinae
and Antilopinae, has been produced by Tellgren et al. (2004)
in a systematic analysis of myostatin sequence evolution in
ruminants. These periods of positive selective pressure on
myostatin may correlate with changes in skeletal muscle mass. In fact, the early bovid fossil record, dating back to around 17
million years ago, had a body mass estimate of only around
20 kg. Hence, the hypothesis is that selective pressures on
myostatin drove this increase in body mass coupled to an
increase in skeletal muscle mass, in turn driven by ecological
changes in the environments of the various species. In a recent
paper, the phylogenetic relationships between camelids and
other mammalian species were investigated using whole-genome
sequence data (Wu et al., 2014). The authors report estimated June 2019 | Volume 10 | Article 502 Myostatin Gene Organization and
Protein Comparative Modeling dromedarius, Ala in B. taurus), 243 (Gly in C. dromedarius;
Glu in B. taurus), 356 (Lys in C. dromedarius; Glu in B. taurus),
357 (Glu in C. dromedarius, Gly in B. taurus) that may produce
a different charge network in myostatin dimer, favoring different
monomer/monomer interactions. In particular, among the
described variants, it is worth noting that the residue at site 114
forms intra-chain binding interactions with Y111 and H112 and
inter-chain binding interactions with R65. R65, Y111 and H112
together with K153 (R153 in H. sapiens) were already described
as “fastener” residues associated with muscle- and obesity-related divergence time between camelids and cattle lower than those
between other mammals. This seeming discrepancy with our
results may arise from the fact that single gene phylogenies
could not reflect the complex evolutionary history of a whole
genome and they could be less reliable in inferring genome-
scale events. Myostatin protein consists of a non-covalently held complex
of the N-terminal propeptide and a disulfide-linked dimer
of
C-terminal
fragments
(Lee
and
McPherron,
2001). Variants detected respectively in B. taurus and H. sapiens,
in correspondence of the C. dromedarius K49 and L53 may
be involved in the stability of the myostatin dimer due to
their location close to the disulphide bonds occurring among
C339 and C340 residues at the myostatin dimer interface
(Jiang et al., 2004). Notably, the myostatin N-terminal domain
contains a region (residues 49–67) highly similar to the key
latency-determining regions of the TGF-β superfamily (Walton
et al., 2010). Thus, it is expected that variations observed in our
comparative analysis at this region, above all in correspondence
of the C. dromedarius K49 (Thr in B. taurus myostatin, Lys TABLE 2 | Results of the TFBS analysis for the three intronic SNPs detected in this study. SNP
AC
ID
Score
Strand
Consensus
Signal
A66460G
Allele A
M00103
V$CLOX_01
0.778624
(+)
NNTATCGATTANYNW
GGTATTAATTAGCTG
M00104
V$CDPCR1_01
0.790948
(−)
NATCGATCGS
GGTATTAATT
M00134
V$HNF4_01
0.769283
(−)
NNNRGGNCAAAGKTCANNN
ATTTAAATTTTGGTATTAA
Allele G
M00211
V$PADS_C
0.825857
(+)
NGTGGTCTC
TTTGGTGTT
M00212
V$POLY_C
0.787056
(+)
CAATAAAACCYYYYKCTN
CATTTAAATTTTGGTGTT
M00279
V$MIF1_01
0.741931
(−)
NNGTTGCWWGGYAACNGS
GGTGTTAATTAGCTGCTA
M00280
V$RFX1_01
0.776836
(−)
NNGTNRCNWRGYAACNN
GTGTTAATTAGCTGCTA
G66148C
Allele G
M00143
V$PAX5_01
0.787091
(+)
NCNNNRNKCANNGNWGNRKRGCSRSNNN
GAGACAGGCACCTTAACAGAGAAGGCAT
Allele C
M00262
V$STAF_01
0.767919
(+)
NTTWCCCANMATGCAYYRCGNY
TTAACACAGAAGGCATGACAAG
T66461C
Allele T
M00103
V$CLOX_01
0.778624
(+)
NNTATCGATTANYNW
GGTATTAATTAGCTG
M00104
V$CDPCR1_01
0.790948
(−)
NATCGATCGS
GGTATTAATT
M00252
V$TATA_01
0.829231
(+)
STATAAAWRNNNNNN
GTATTAATTAGCTGC
Allele C
M00185
V$NFY_Q6
0.779548
(−)
TRRCCAATSRN
CTAATTAGCTG
AC, transcription factor matrix code. Myostatin Gene Organization and
Protein Comparative Modeling Myostatin Gene Organization and
Protein Comparative Modeling The myostatin gene has been largely studied in several livestock
and model species. Very recently, the gene has been mapped
to chromosome 5 in Camelus dromedarius (Elbers et al.,
2019). By combining experimental and in silico approaches,
we here describe, for the first time, the gene organization
and the protein structure in the one-humped Old World
camelid species. We confirmed the major features observed June 2019 | Volume 10 | Article 502 Frontiers in Genetics | www.frontiersin.org 10 Dromedary Myostatin Characterization Favia et al. in TGF-β1) and L53 (Ile in H. sapiens myostatin, Leu in TGF-
β1) may contribute toward its latency, according to Walton
et al. (2010). More in general, all the cited variants locate at
the monomer/monomer interface. Notably, we observed, in
Camelidae myostatin sequences, not conservative substitutions
compared to the B. taurus taurus myostatin sequence at position
49 (Lys in C. dromedarius; Thr in B. taurus), 88 (Arg in
C. dromedarius; Leu in B. taurus), 100 (Asp in C. dromedarius;
Ala in B. taurus),114 (Thr in C. dromedarius; Arg in B. taurus),
129 (Met in C. dromedarius, Thr in B. taurus), 167 (Thr in
C. dromedarius, Ala in B. taurus), 243 (Gly in C. dromedarius;
Glu in B. taurus), 356 (Lys in C. dromedarius; Glu in B. taurus),
357 (Glu in C. dromedarius, Gly in B. taurus) that may produce
a different charge network in myostatin dimer, favoring different
monomer/monomer interactions. In particular, among the
described variants, it is worth noting that the residue at site 114
forms intra-chain binding interactions with Y111 and H112 and
inter-chain binding interactions with R65. R65, Y111 and H112
together with K153 (R153 in H. sapiens) were already described
as “fastener” residues associated with muscle- and obesity-related in TGF-β1) and L53 (Ile in H. sapiens myostatin, Leu in TGF-
β1) may contribute toward its latency, according to Walton
et al. (2010). More in general, all the cited variants locate at
the monomer/monomer interface. Notably, we observed, in
Camelidae myostatin sequences, not conservative substitutions
compared to the B. taurus taurus myostatin sequence at position
49 (Lys in C. dromedarius; Thr in B. taurus), 88 (Arg in
C. dromedarius; Leu in B. taurus), 100 (Asp in C. dromedarius;
Ala in B. taurus),114 (Thr in C. dromedarius; Arg in B. taurus),
129 (Met in C. dromedarius, Thr in B. taurus), 167 (Thr in
C. Frontiers in Genetics | www.frontiersin.org June 2019 | Volume 10 | Article 502 Myostatin Gene Organization and
Protein Comparative Modeling TFBS
analysis in the myostatin upstream region allowed to predict
several potential transcriptional factor binding sites, mainly
belonging to the large family of dimerizing transcription
factors harboring a basic helix-loop-helix (bHLH) structural
motif, such as MYOD (myogenic differentiation), MYOG
(myogenin), MYC (myelocytomatosis viral oncogene), MAX
(MYC Associated Factor X), TAL1 (T-Cell Acute Lymphocytic
Leukemia), SREBP (Sterol Regulatory Element-Binding Protein),
AHR (Aryl Hydrocarbon Receptor), ARNT (Aryl hydrocarbon
receptor nuclear translocator), HEN (Nescient Helix-Loop-
Helix 1), HLF (Hepatic Leukemia Factor), USF (Upstream
Transcription Factor) (Jones, 2004; Sailsbery and Dean, 2012). Out of them, MYOD and MYOG belong to the myogenic
regulatory factor (MRF) family known to play key roles
in the determination and differentiation of skeletal muscle
(Botzenhart et al., 2018). Besides them, a role in regulating
myostatin expression has been largely demonstrated for CREB
(Xie et al., 2018), MEF (Bo Li et al., 2012; Estrella et al.,
2015) and C/EBP (Allen et al., 2010; Deng et al., 2012),
for which potential binding sites were also detected in our
in silico analysis of the dromedary myostatin gene upstream
sequence. Moreover, in the about 400 bp region upstream
to the transcriptional start site, three TATA boxes and one
CCAAT box were observed, consistently with previous reports Myostatin Gene Organization and
Protein Comparative Modeling ID, transcription factor label, with V meaning “vertebrate.” SCORE, similarity (0.0–1.0) between a registered sequence for the
transcription factor binding sites and the input sequence. STRAND, strandness. + and −means forward and reverse strands that the transcription factor binds,
respectively. CONSENSUS, consensus sequence (fixed) of the transcription factor binding sites. S = C or G, W = A or T, R = A or G, Y = C or T, K = G or T, M = A or C,
N = any base pair. SIGNAL, sub-sequence from the input sequence at the position corresponding to the consensus sequence. Default cut-offs by Tsunoda and Takagi,
1999 were adopted. The analysis was performed, for each SNP, using the two input sequences harboring the alternative alleles. June 2019 | Volume 10 | Article 502 11 Dromedary Myostatin Characterization Favia et al. FIGURE 4 | Absolute quantification of the myostatin transcript in skeletal muscles. Results of the Digital Droplet PCR analysis for the eight considered dromedary
muscles (1, deltoid; 2, extensor carpi radialis; 3, coccygeus; 4, biceps femoris; 5, peroneus longus; 6, semitendinosus; 7, tensor fasciae latae; 8, braciocephalicus)
and for the two used probes (u, Probe 1; N, 2 Probe 2) are presented as mean ± SD of the four replicates. FIGURE 4 | Absolute quantification of the myostatin transcript in skeletal muscles. Results of the Digital Droplet PCR analysis for the eight considered dromedary
muscles (1, deltoid; 2, extensor carpi radialis; 3, coccygeus; 4, biceps femoris; 5, peroneus longus; 6, semitendinosus; 7, tensor fasciae latae; 8, braciocephalicus)
and for the two used probes (u, Probe 1; N, 2 Probe 2) are presented as mean ± SD of the four replicates. phenotypes (Gonzalez-Freire et al., 2010; Santiago et al., 2011;
Bhatt et al., 2012; Garatachea et al., 2013; Szlama et al., 2015). Furthermore, variations of the residue at site 100 may influence
the release of the active form from the myostatin propeptide
complex due to its location close to the myostatin propeptide
TLD cleavage target site (consisting of the dipeptide 98-RD-99)
(Szlama et al., 2013). deep intronic regions (Mendes de Almeida et al., 2017; Vaz-
Drago et al., 2017). The three intronic SNPs detected in
this study were in silico predicted to have the potential of
altering both splicing and TFBS, thus suggesting they may
play a role in myostatin processing and/or regulation. Frontiers in Genetics | www.frontiersin.org Genetic Sequence Polymorphism and
Functional Prediction Unexpectedly, the Next Generation Sequencing (NGS) of the
whole myostatin locus in nine dromedaries from a variety
of geographic locations in Asia, Africa and Europe did
not allow the identification of novel intra-genic variants
and only confirmed the presence of the three SNPs in
intron 1 previously identified by Muzzachi et al. (2015)
via Sanger-sequencing of a reduced portion of the gene
on a different set of Northern African dromedaries. This
result
seems
to
support
the
hypothesis,
formulated
by
Muzzachi et al. (2015) that the low diversity observed at
the myostatin locus in Camelus dromedarius may reflect
the
peculiar
evolutionary
history
of
this
species,
which
likely developed as domesticates from a low variable wild
ancestor population. Evidence about the existence of functional variants located
in introns is growingly accumulating (Lee et al., 2015; Mou
et al., 2015; Hong et al., 2018; Ostrovsky et al., 2018),
not only restricted to exon–intron boundaries but also in June 2019 | Volume 10 | Article 502 12 Dromedary Myostatin Characterization Favia et al. FIGURE 5 | Myostatin protein expression. (A) Representative Western Blot of the eight considered dromedary muscles (1, deltoid; 2, extensor carpi radialis; 3,
coccygeus; 4, biceps femoris; 5, peroneus longus; 6, semitendinosus; 7, tensor fasciae latae; 8, brachiocephalicus) performed using a rabbit polyclonal antibody
(1:1000 dilution) that specifically binds the carboxy-terminal domain (Origene, TA343358). (B) Western Blot densitometric analysis of the promyostatin dimer
(75 kDa), the promyostatin monomer (40 kDa) and the active C-terminal dimer (25 kDa), respectively. For each lane, optical density (OD) of the considered band is
presented as a ratio over the total density of all the proteins transferred on the membrane and stained with Coomassie blue. FIGURE 5 | Myostatin protein expression. (A) Representative Western Blot of the eight considered dromedary muscles (1, deltoid; 2, extensor carpi radialis; 3,
coccygeus; 4, biceps femoris; 5, peroneus longus; 6, semitendinosus; 7, tensor fasciae latae; 8, brachiocephalicus) performed using a rabbit polyclonal antibody FIGURE 5 | Myostatin protein expression. (A) Representative Western Blot of the eight considered dromedary muscles (1, deltoid; 2, extensor carpi radialis; 3,
coccygeus; 4, biceps femoris; 5, peroneus longus; 6, semitendinosus; 7, tensor fasciae latae; 8, brachiocephalicus) performed using a rabbit polyclonal antibody
(1:1000 dilution) that specifically binds the carboxy-terminal domain (Origene, TA343358). Genetic Sequence Polymorphism and
Functional Prediction (B) Western Blot densitometric analysis of the promyostatin dimer
(75 kDa), the promyostatin monomer (40 kDa) and the active C-terminal dimer (25 kDa), respectively. For each lane, optical density (OD) of the considered band is
presented as a ratio over the total density of all the proteins transferred on the membrane and stained with Coomassie blue. by Spiller et al. (2002) in the bovine species and Du et al. (2011) in the ovine species. On the contrary, in the above
region, we detected four E-boxes, unlike (Spiller et al.,
2002) and (Du et al., 2005), who detected three and five
E-boxes, respectively. considered as providing a good representation of the species
genetic diversity, and (ii) a limited differentiation may exist also
among geographically distant samples, as pointed out by the
preliminary results of the first world-wide Camelus dromedarius
genetic diversity survey performed using genome-wide RAD-
sequencing (Ciani et al., 2017)6, and in line with the known
recurrent gene flow at ancient trading centers along the caravan
routes (Almathen et al., 2016). Most of the variants detected in our population sample,
representative of seven different countries across the African
and the Euro/Asiatic continent, could be also detected by
aligning our Camelus dromedarius contig-8645394 with contigs
available in public databases, representative of animals of
African and Asiatic descent (Accession No. LSZX01094446.1,
from a Targui animal sampled in Algeria, and Accession No. JDVD01004726, from an animal sampled in the Kingdom of
Saudi Arabia, respectively). This result suggests that (i) our
population sample, despite being limited in size, could be 6https://pag.confex.com/pag/xxv/meetingapp.cgi/Paper/23709 Frontiers in Genetics | www.frontiersin.org AUTHOR CONTRIBUTIONS MF performed the experiments, analyzed the data, prepared
the figures and contributed toward writing the manuscript. RF performed the experiments and analyzed the data. LG
and CP performed the experiments, analyzed the data, and
contributed to the discussion and toward writing the manuscript. BF helped in sample collection and contributed to the discussion. AO performed the RACE-PCR experiments and contributed
to the discussion. PB performed the experiments, analyzed
the data, and contributed to the discussion. EC designed the
research, performed the experiments, analyzed the data, and
wrote the manuscript. All authors have read and approved the
final manuscript. ETHICS STATEMENT In our experimental conditions, no significant differences
were observed for the eight considered muscles by any of the
two assays. These results are in line with those previously
published by Morrison et al. (2014) who did not find
significant variation in myostatin expression levels, assessed
via Quantitative Real-time PCR, among four skeletal muscles
(rectus abdominis, longus colli, adductor, pectoralis transversus)
in the horse species. A similar scenario was observed in this
study also at the protein level where no significant difference
was observed among muscle types for the three myostatin
forms (25, 40, and 75 kDa), with the exception of four pair-
wise comparisons, all involving the tensor fasciae latae muscle,
where a significantly lower expression was observed only for
the promyostatin dimer. For the other two myostatin forms,
tensor fasciae latae displayed weaker bands although they did
not reach significance when contrasted to other muscles. The
generally low expression of the three myostatin forms in the
tensor fasciae latae muscle tempted us to speculate about a
possible relationship with the fiber type composition of this
muscle, which has been reported, in various species, to be
mainly of the fast glycolytic type (Ariano et al., 1973; Abe
et al., 1987; Manabe et al., 2000; Sazili et al., 2005; Bakou
et al., 2015). In fact, some authors previously reported about a
negative correlation between myostatin and the fast phenotype
of skeletal muscles (Bouley et al., 2005; Hennebry et al., 2009;
Baan et al., 2013). However, muscle phenotypes may be affected
by many endogenous and exogenous factors, such as stage of
maturity (Kugelberg, 1976), level of activity (Goldspink, 1983),
different sampling regions of the same muscle (Torrella et al.,
2000), histological method (Karlsson et al., 1999). Hence, the
known large variability of muscle fiber phenotypes, coupled
to the lack of specific data for the dromedary camels, makes
it hazardous to extend the mentioned correlation to the
species under study. Tissue sampling was done on slaughterhouses from dead animals. Blood sampling from 25 Old World camels was collected during
routine veterinary procedures or as part of a monitoring program
of the wild camel population in Mongolia. Frontiers in Genetics | www.frontiersin.org Myostatin Expression Profiling in
Skeletal Muscles In order to quantify the level of myostatin transcript in
dromedary skeletal muscle, we adopted a Digital Droplet June 2019 | Volume 10 | Article 502 13 Dromedary Myostatin Characterization Favia et al. PCR approach. In our experiments, we used two different
probes designed on the two exon-junctions of the myostatin
gene and differentially dye-labeled. The FAM-labeled probe
gave systematically higher values compared to the HEX-
labeled one. This result agrees with the known evidence
that FAM has a stronger signal compared to other dyes. Indeed, this feature may determine a larger number of
droplets, where target amplification occurred for both assays,
to be designed as “positive” for the FAM-labeled probe
compared to the HEX-labeled probe at a given fluorescence
threshold. Alternatively, a different absolute quantification in
a two-probe system targeting the same gene may arise from
the presence of alternative transcripts that may reduce the
amplification/detection efficiency of one of the two assays,
but not necessarily both. However, in our study, given the
systematic and consistent differences between the two assays
across eight different skeletal muscles, a major role for the
alternative transcript phenomenon appears rather unlike. Finally,
we cannot exclude a minor role of stochastic factors in affecting
the observed results. level of expression. The above results fit well with multiple
evidences that, in muscle, myostatin resides primarily as
unprocessed promyostatin (Anderson et al., 2008; Pirruccello-
Straub et al., 2018) and that the active mature growth
factor is significantly less abundant in this compartment
(Hill et al., 2002, 2003; Zimmers et al., 2002; Anderson
et al., 2008; Lakshman et al., 2009). Moreover, it must be
pointed out that the observed 25 kDa bands, suggestive of
the active myostatin form, could, in our study, reflect the
amount of myostatin dimers, deriving from the latent complex
generated by furin cleavage, and artificially “activated” by the
experimental SDS environment (Wehling et al., 2000), rather
than reflecting a physiologically activated form. Based on
the above, the unprocessed or partially processed myostatin
dimers could act as important reservoirs of slowly available
myostatin forms, and the sequential cleavage steps contribute
an additional layer of control, within an already complex
regulatory framework. REFERENCES Anderson, S. B., Goldberg, A. L., and Whitman, M. (2008). Identification of a
novel pool of extracellular pro-myostatin in skeletal muscle. J. Biol. Chem. 283,
7027–7035. doi: 10.1074/jbc.M706678200 Abe, J., Fujii, Y., Kuwamura, Y., and Hizawa, K. (1987). Fiber type differentiation
and myosin expression in regenerating rat muscles. Acta Pathol. Jpn. 37,
1537–1547. doi: 10.1111/j.1440-1827.1987.tb02465.x Ariano, M. A., Armstrong, R. B., and Edgerton, V. R. (1973). Hindlimb muscle
fiber populations of five mammals. J. Histochem. Cytochem. 21, 51–55. doi:
10.1177/21.1.51 Agrawal, V., Gahlot, G. C., Ashraf, M., Khicher, J. P., and Thakur, S. (2017). Sequence analysis and phylogenetic relationship of myostatin gene of bikaneri
Camel (Camelus dromedarius). J. Camel Pract. Res. 24:73. doi: 10.5958/2277-
8934.2017.00011.X Baan, J. A., Kocsis, T., Keller-Pinter, A., Muller, G., Zador, E., Dux, L., et al. (2013). The compact mutation of myostatin causes a glycolytic shift in the
phenotype of fast skeletal muscles. J. Histochem. Cytochem. 61, 889–900. doi:
10.1369/0022155413503661 Aiello, D., Patel, K., and Lasagna, E. (2018). The myostatin gene: an overview of
mechanisms of action and its relevance to livestock animals. Anim. Genet. 49,
505–519. doi: 10.1111/age.12696 Bakou, S. N., Nteme Ella, G. S., Aoussi, S., Guiguand, L., Cherel, Y., and Fantodji,
A. (2015). Fiber composition of the grasscutter (Thryonomys swinderianus. Temminck 1827) thigh muscle: an enzyme-histochemical study. J. Cytol. Histol. 6:311. doi: 10.4172/2157-7099.1000311 Allen, D. L., Bandstra, E. R., Harrison, B. C., Thorng, S., Stodieck, L. S., Kostenuik,
P. J., et al. (2009). Effects of spaceflight on murine skeletal muscle gene
expression. J. Appl. Physiol. 106, 582–595. doi: 10.1152/japplphysiol.90780. 2008 Bhatt, S. P., Nigam, P., Misra, A., Guleria, R., Luthra, K., Jain, S. K., et al. (2012). Association
of
the
Myostatin
gene
with
obesity,
abdominal
obesity and low lean body mass and in non-diabetic Asian Indians
in
north
India. PLoS
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10.1371/journal.pone. 0040977 Allen, D. L., Cleary, A. S., Hanson, A. M., Lindsay, S. F., and Reed, J. M. (2010). CCAAT/enhancer binding protein-delta expression is increased in fast skeletal
muscle by food deprivation and regulates myostatin transcription in vitro. Am. J. Physiol. Regul. Integr. Comp. Physiol. 299, R1592–R1601. doi: 10.1152/ajpregu. 00247.2010 Bo Li, Z., Zhang, J., and Wagner, K. R. (2012). Inhibition of myostatin reverses
muscle fibrosis through apoptosis. J. Cell Sci. 125(Pt 17), 3957–3965. doi: 10. 1242/jcs.090365 Allen, D. L., Cleary, A. S., Speaker, K. J., Lindsay, S. F., Uyenishi, J., Reed, J. M., et al. (2008). SUPPLEMENTARY MATERIAL S = C or G, W = A or T, R = A or G, Y = C or T, K = G or T, M = A or C,
N = any base pair. SIGNAL, sub-sequence from the input sequence at the position
corresponding to the consensus sequence. Default cut-offs by Tsunoda and
Takagi, 1999 were adopted. The analysis was performed, for each SNP, using the
two input sequences harboring the alternative alleles. DATA SHEET S3 | Results of the TFBIND analysis for the SNPs present in the C. dromedarius myostatin gene upstream region (8 kb). AC, transcription factor
matrix code. ID, transcription factor label, with V meaning “vertebrate”. SCORE,
similarity (0.0–1.0) between a registered sequence for the transcription factor
binding sites and the input sequence. STRAND, strandness. + and −means
forward and reverse strands that the transcription factor binds, respectively. CONSENSUS, consensus sequence (fixed) of the transcription factor binding
sites. S = C or G, W = A or T, R = A or G, Y = C or T, K = G or T, M = A or C,
N = any base pair. SIGNAL, sub-sequence from the input sequence at the position
corresponding to the consensus sequence. Default cut-offs by Tsunoda and
Takagi, 1999 were adopted. The analysis was performed, for each SNP, using the
two input sequences harboring the alternative alleles. FIGURE S7 | Graphical outline of the major predicted regulatory motifs in the
1.5 kb proximal to the transcription initiation site of the C. dromedarius myostatin
gene. TATA boxes (highlighted in yellow), E-boxes (highlighted in gray), CREBP1
(light green), CREB_01 (orange), MYOGNF1 (blue), CEBP_01 (purple), MEF (pink),
MYOD (dark green), and the CCAAT box (highlighted in purple) are presented. FIGURE S8 | Graphical evaluation of the Digital Droplet PCR performance. (A) 2D-dot plot of fluorescent signals detected in the Digital Droplet PCR experiments. 2D-dot plot of fluorescent signals detected in the Digital Droplet PCR experiments. Fluorescence results are plotted as two-dimensional dot plots. Gray dots correspond to empty droplets. Blue dots correspond to droplets containing at SUPPLEMENTARY MATERIAL The Supplementary Material for this article can be found
online
at:
https://www.frontiersin.org/articles/10.3389/fgene. 2019.00502/full#supplementary-material FIGURE S1 | Electropherograms of 5’ and 3’ RACE PCR products. (A) Partial
sequence of the 5’ untranslated region (UTR) of the C. dromedarius myostatin
transcript, together with a partial sequence of the universal oligonucleotide
provided in the SMARTer RACE cDNA amplification kit (Clonetech). (B) Partial
sequence of the 3’ untranslated region (UTR) of the C. dromedarius myostatin
transcript, together with part of the poly(A) tail. In general, densitometric analysis highlighted that the
promyostatin dimer is the most expressed form in all the
considered muscles while the active myostatin has the lowest FIGURE S2 | RACE PCR products separated via 2% agarose gel electrophoresis. The upper arrow corresponds to 366 base pairs, while the lower arrow
corresponds to 316 base pairs. June 2019 | Volume 10 | Article 502 14 Dromedary Myostatin Characterization Favia et al. FIGURE S3 | Comparative analysis of the myostatin genomic locus in the three
Old World camelid species. Dromedary, C. dromedarius (contig-8645394). Wild
camel, C. ferus (contig-7907533). Bactrian camel, C. bactrianus
(contig-8938518). Highlighted, in the C. dromedarius sequence, the 5’ and 3’ UTR
regions (light blue) and the three exons (yellow). least one copy of the sequence complementary to Probe 1. Green dots
correspond to droplets containing at least one copy of the sequence
complementary to Probe 2. Orange dots correspond to droplets containing at
least one copy of the sequence complementary to Probe 1 and at least one copy
of the sequence complementary to Probe 2 (double-positive droplets). The
observed pattern is relatively well balanced and dot clouds are well separated,
suggesting (i) the absence of significant bias in the amplification of the two regions
targeted by the two considered probes (exon1/exon2, and exon2/exon3) and (ii)
the applicability of the BIORAD proprietary auto-analysis tool for target
quantification. (B) Number of droplets generated in the Digital Droplet PCR
experiments. Results for eight dromedary skeletal muscles, each from two different
animals (biological replicate), analyzed in duplicate (technical replicate) are shown. FIGURE S3 | Comparative analysis of the myostatin genomic locus in the three
Old World camelid species. Dromedary, C. dromedarius (contig-8645394). Wild
camel, C. ferus (contig-7907533). Bactrian camel, C. bactrianus
(contig-8938518). Highlighted, in the C. dromedarius sequence, the 5’ and 3’ UTR
regions (light blue) and the three exons (yellow). least one copy of the sequence complementary to Probe 1. SUPPLEMENTARY MATERIAL Green dots
correspond to droplets containing at least one copy of the sequence
complementary to Probe 2. Orange dots correspond to droplets containing at
least one copy of the sequence complementary to Probe 1 and at least one copy
of the sequence complementary to Probe 2 (double-positive droplets). The
observed pattern is relatively well balanced and dot clouds are well separated,
suggesting (i) the absence of significant bias in the amplification of the two regions
targeted by the two considered probes (exon1/exon2, and exon2/exon3) and (ii)
the applicability of the BIORAD proprietary auto-analysis tool for target
quantification. (B) Number of droplets generated in the Digital Droplet PCR
experiments. Results for eight dromedary skeletal muscles, each from two different
animals (biological replicate), analyzed in duplicate (technical replicate) are shown. FIGURE S4 | Putative SNPs in the myostatin coding region, as inferred from
alignment among previously published myostatin sequences and sequences
generated in this study. (A) Consensus sequence of the myostatin coding region. Highlighted, in yellow, the exonic region, and, in red, the variant sites. Numbering
of polymorphism positions refers to the contig AGVR01040332. (B) Summary
table of the inferred polymorphisms showing the nature of the putative variants,
together with the reference literature, and the prediction of the variant effects (in
case of a missense mutation, the alternative amino acids are reported, otherwise
“none” is entered). FIGURE S4 | Putative SNPs in the myostatin coding region, as inferred from
alignment among previously published myostatin sequences and sequences
generated in this study. (A) Consensus sequence of the myostatin coding region. Highlighted, in yellow, the exonic region, and, in red, the variant sites. Numbering
of polymorphism positions refers to the contig AGVR01040332. (B) Summary
table of the inferred polymorphisms showing the nature of the putative variants,
together with the reference literature, and the prediction of the variant effects (in
case of a missense mutation, the alternative amino acids are reported, otherwise
“none” is entered). TABLE S1 | Sequence accession numbers (left panel) and links to the webpages
of databases and softwares (right panel) considered in this study. TABLE S1 | Sequence accession numbers (left panel) and links to the webpages
of databases and softwares (right panel) considered in this study. DATA SHEET S1 | Amino acidic sequences of the 83 non redundant myostatin
proteins used for building the maximum likelihood tree presented in Figure 3. The
data are in the “multiple sequence alignment” format. SUPPLEMENTARY MATERIAL FIGURE S5 | Plot of the Bayesian clustering analysis perfoemed on the nine
considered dromedaries using the 69 identified SNPs. The plot shows the results
obtained for K = 7, that was identified as the most likely output by visual
inspection of the probability values associated to each tested K value (from 1 to 9). Numbers indicate different samples (1, United Arab Emirates; 2, Qatar; 3-4-5,
Kingdom of Saudi Arabia; 6, Austria; 7, Kenya; 8, Sudan; 9, Pakistan). Colors
indicate the seven different clusters. The proportion of each individual sample in
each inferred cluster is shown in the y-axis. FIGURE S5 | Plot of the Bayesian clustering analysis perfoemed on the nine
considered dromedaries using the 69 identified SNPs. The plot shows the results
obtained for K = 7, that was identified as the most likely output by visual
inspection of the probability values associated to each tested K value (from 1 to 9). Numbers indicate different samples (1, United Arab Emirates; 2, Qatar; 3-4-5,
Kingdom of Saudi Arabia; 6, Austria; 7, Kenya; 8, Sudan; 9, Pakistan). Colors
indicate the seven different clusters. The proportion of each individual sample in
each inferred cluster is shown in the y-axis. DATA SHEET S1 | Amino acidic sequences of the 83 non redundant myostatin
proteins used for building the maximum likelihood tree presented in Figure 3. The
data are in the “multiple sequence alignment” format. DATA SHEET S2 | Sequence of the Camelus dromedarius contig-8645394. Exons (highlighted in yellow), 5’ and 3’ UTR regions (underlined), SNPs (highlighted
in red), the GAT codon for the aspartic acid essential for BMP/tolloid protease
cleavage (highlighted in green), and the 12 nucleotides coding for the RSRR motif
(highlighted in gray), needed for recognition by furin convertase, are shown. FIGURE S6 | Results of the Human Splicing Finder analysis for the three intronic
SNPs detected in this study. (A) G66148C. (B) A66460G. (C) T66461C. DATA SHEET S3 | Results of the TFBIND analysis for the SNPs present in the C. dromedarius myostatin gene upstream region (8 kb). AC, transcription factor
matrix code. ID, transcription factor label, with V meaning “vertebrate”. SCORE,
similarity (0.0–1.0) between a registered sequence for the transcription factor
binding sites and the input sequence. STRAND, strandness. + and −means
forward and reverse strands that the transcription factor binds, respectively. CONSENSUS, consensus sequence (fixed) of the transcription factor binding
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PD-1 blockade attenuates surgery-mediated immunosuppression and boosts Th1 immunity perioperatively in oesophagogastric junctional adenocarcinoma
|
Frontiers in immunology
| 2,023
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cc-by
| 16,387
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TYPE Original Research
PUBLISHED 09 June 2023
DOI 10.3389/fimmu.2023.1150754 OPEN ACCESS OPEN ACCESS
EDITED BY
Christian Kellner,
LMU Munich University Hospital, Germany
REVIEWED BY
Cornelia Brunner,
Ulm University Medical Center, Germany
Michalis Koullouros,
Flinders Medical Centre, Australia
*CORRESPONDENCE
Noel E. Donlon
donlonn@tcd.ie
†PRESENT ADDRESSES
Maria Davern,
Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard
Medical School, Boston, MA, United States
Jasmine Yun-Tong Kung,
Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard
Medical School, Boston, MA, United States
‡These authors have contributed
equally to this work and share
first authorship
RECEIVED 25 January 2023
ACCEPTED 11 May 2023
PUBLISHED 09 June 2023
CITATION
Davern M, Gaughan C, O’ Connell F,
Moran B, Mylod E, Sheppard AD, Ramjit S,
Yun-Tong Kung J, Phelan JJ, Davey MG,
Ryan EJ, Butler C, Quinn L, Howard C,
Tone E, Phoenix E, Butt WT,
Lynam-Lennon N, Maher SG, Ravi N,
Donohoe CL, Reynolds JV, Lysaght J and
Donlon NE (2023) PD-1 blockade
attenuates surgery-mediated
immunosuppression and boosts Th1
immunity perioperatively in
oesophagogastric junctional
adenocarcinoma. Front. Immunol. 14:1150754. doi: 10.3389/fimmu.2023.1150754
COPYRIGHT
© 2023 Davern, Gaughan, O’ Connell,
Moran, Mylod, Sheppard, Ramjit,
Yun-Tong Kung, Phelan, Davey, Ryan, Butler,
Quinn, Howard, Tone, Phoenix, Butt,
Lynam-Lennon, Maher, Ravi, Donohoe,
Reynolds, Lysaght and Donlon. This is an
open-access article distributed under the
terms of the Creative Commons Attribution Maria Davern 1,2†‡, Caoimhe Gaughan 1‡, Fiona O’ Connell 3,
Brendan Moran 3, Eimear Mylod 3, Andrew D. Sheppard 1,
Sinead Ramjit 3, Jasmine Yun-Tong Kung 2†, James J. Phelan 1,
Matthew G. Davey 3, Eanna J. Ryan 3, Christine Butler 3,
Laura Quinn 3, Claudine Howard 3, Emily Tone 3,
Eimear Phoenix 3, Waqas T. Butt 3, Niamh Lynam-Lennon 1,
Stephen G. Maher 1, Narayanasamy Ravi 3, Claire L. Donohoe 3,
John V. Reynolds 3, Joanne Lysaght 1 and Noel E. Donlon 3* 1Cancer Immunology and Immunotherapy Group, Department of Surgery, Trinity St. James’s Cancer
Institute, Trinity Translational Medicine Institute, Dublin, Ireland, 2Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, United States, 3Department of Surgery,
Trinity St. James’s Cancer Institute, Trinity Translational Medicine Institute, St. 1Cancer Immunology and Immunotherapy Group, Department of Surgery, Trinity St. James’s Cancer
Institute, Trinity Translational Medicine Institute, Dublin, Ireland, 2Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA, United States, 3Department of Surgery,
Trinity St. James’s Cancer Institute, Trinity Translational Medicine Institute, St. James’s Hospital, Trinity
College Dublin, Dublin, Ireland PD-1 blockade attenuates
surgery-mediated
immunosuppression and boosts
Th1 immunity perioperatively
in oesophagogastric
junctional adenocarcinoma Donlon
donlonn@tcd.ie
†PRESENT ADDRESSES
Maria Davern,
Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard
Medical School, Boston, MA, United States
Jasmine Yun-Tong Kung,
Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard
Medical School, Boston, MA, United States
‡These authors have contributed
equally to this work and share
first authorship
RECEIVED 25 January 2023
ACCEPTED 11 May 2023
PUBLISHED 09 June 2023
CITATION
Davern M, Gaughan C, O’ Connell F,
Moran B, Mylod E, Sheppard AD, Ramjit S,
Yun-Tong Kung J, Phelan JJ, Davey MG,
Ryan EJ, Butler C, Quinn L, Howard C,
Tone E, Phoenix E, Butt WT,
Lynam-Lennon N, Maher SG, Ravi N,
Donohoe CL, Reynolds JV, Lysaght J and
Donlon NE (2023) PD-1 blockade
attenuates surgery-mediated
immunosuppression and boosts Th1
immunity perioperatively in
oesophagogastric junctional
adenocarcinoma. Front. Immunol. 14:1150754. doi: 10.3389/fimmu.2023.1150754
COPYRIGHT
© 2023 Davern, Gaughan, O’ Connell,
Moran, Mylod, Sheppard, Ramjit,
Yun-Tong Kung, Phelan, Davey, Ryan, Butler,
Quinn, Howard, Tone, Phoenix, Butt,
Lynam-Lennon, Maher, Ravi, Donohoe,
Reynolds, Lysaght and Donlon. This is an
open-access article distributed under the
terms of the Creative Commons Attribution
License (CC BY). The use, distribution or
reproduction in other forums is permitted,
provided the original author(s) and the
copyright owner(s) are credited and that
the original publication in this journal is
cited, in accordance with accepted
academic practice. No use, distribution or
reproduction is permitted which does not
comply with these terms. PD-1 blockade attenuates
surgery-mediated
immunosuppression and boosts
Th1 immunity perioperatively
in oesophagogastric
junctional adenocarcinoma Frontiers in Immunology
OPEN ACCESS
EDITED BY
Christian Kellner,
LMU Munich University Hospital, Germany
REVIEWED BY
Cornelia Brunner,
Ulm University Medical Center, Germany
Michalis Koullouros,
Flinders Medical Centre, Australia
*CORRESPONDENCE
Noel E. Donlon
donlonn@tcd.ie
†PRESENT ADDRESSES
Maria Davern,
Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard
Medical School, Boston, MA, United States
Jasmine Yun-Tong Kung,
Department of Medical Oncology,
Dana-Farber Cancer Institute, Harvard
Medical School, Boston, MA, United States
‡These authors have contributed
equally to this work and share
first authorship
RECEIVED 25 January 2023
ACCEPTED 11 May 2023
PUBLISHED 09 June 2023
CITATION
Davern M, Gaughan C, O’ Connell F,
Moran B, Mylod E, Sheppard AD, Ramjit S,
Yun-Tong Kung J, Phelan JJ, Davey MG,
Ryan EJ, Butler C, Quinn L, Howard C,
Tone E, Phoenix E, Butt WT,
Lynam-Lennon N, Maher SG, Ravi N,
Donohoe CL, Reynolds JV, Lysaght J and
Donlon NE (2023) PD-1 blockade
attenuates surgery-mediated
immunosuppression and boosts Th1
immunity perioperatively in
oesophagogastric junctional
adenocarcinoma. Front. Immunol. 14:1150754. doi: 10.3389/fimmu.2023.1150754
COPYRIGHT
© 2023 Davern, Gaughan, O’ Connell,
Moran, Mylod, Sheppard, Ramjit,
Yun-Tong Kung, Phelan, Davey, Ryan, Butler,
Quinn, Howard, Tone, Phoenix, Butt,
Lynam-Lennon, Maher, Ravi, Donohoe,
Reynolds, Lysaght and Donlon. This is an
open-access article distributed under the
terms of the Creative Commons Attribution
License (CC BY). The use, distribution or
reproduction in other forums is permitted,
provided the original author(s) and the
copyright owner(s) are credited and that
the original publication in this journal is
cited, in accordance with accepted
academic practice. No use, distribution or
reproduction is permitted which does not
comply with these terms. OPEN ACCESS
EDITED BY
Christian Kellner,
LMU Munich University Hospital, Germany
REVIEWED BY
Cornelia Brunner,
Ulm University Medical Center, Germany
Michalis Koullouros,
Flinders Medical Centre, Australia
*CORRESPONDENCE
Noel E. Introduction immunophenotyping immune checkpoint expression profiles of
circulating T cells and circulating soluble Th1, Th2, Treg, pro-
inflammatory and pro-angiogenic factors in peripheral circulation
(5). These findings highlighted the immunosuppressive effects of
major oncologic surgery in OGJ cancer patients whereby surgery
dampened systemic Th1 immune responses and promoted an
immunosuppressive Th2 systemic immune response and
increased circulating pro-angiogenic factors (5). These
interesting findings suggest that the wound healing response
induced by surgical tumour resection (Th2-like and regulator T
cell-like) may be promoting metastatic dissemination and tumour
recurrence and inhibiting cancer immune surveillance via
dampening of the Th1-like immune response (5). However, it
remains unknown if surgery dampens the cytotoxic immune
response suppressing killing ability of lymphocytes. In this study
we hypothesized that based on the findings from our previous
study that surgery inhibits the cytotoxic ability of patient-derived
lymphocytes and perhaps the use of immune checkpoint blockade
(ICB) may abrogate these surgery-induced immunosuppressive
effects. Recent clinical data from the Checkmate 577 trial, which
led to the FDA approval of nivolumab for treating OGJ cancer
patients in the adjuvant setting with residual disease,
demonstrated that nivolumab significantly increased
progression-free survival compared with the placebo arm (saline
arm) (22.4 months versus 11 months) (6). Collectively, a rationale
is highlighted to utilize immunotherapy in the perioperative
surgical window to harness the immunomodulatory effects of
surgery and promote anti-tumour Th1 responses. Therefore, our
timely study aims to assess the therapeutic potential for
incorporating ICB in the perioperative setting to boost Th1
cytotoxic immunity. Oesophagogsatric junctional adenocarcinoma (OGJ) is an
aggressive malignancy with a high propensity to metastasise (1). Clinical presentation of OGJ is often at the more advanced stages
due to its indolent nature (1). The current treatment remains
surgical en bloc resection, with multimodal perioperative therapy
namely perioperative FLOT chemotherapy or preoperative CROSS
chemoradiotherapy (2). FLOT treatment comprises 5-FU (anti-
metabolite), oxaliplatin (platinum agent) and docetaxel (taxane)
consisting of 4 neoadjuvant (pre-surgery) cycles and 4 adjuvant
(post-surgery) cycles (2). The CROSS chemoradiotherapy regimen
includes neoadjuvant carboplatin (platinum agent) and paclitaxel
(taxane) with concomitant daily 1.8 Gy doses of radiotherapy with a
cumulative dose of 41.4 Gy (2). The 5-year survival rate for OGJ
cancer patients is between 20-30%, with approximately 70% of
patients failing to achieve a complete pathologic response to
neoadjuvant treatment (no viable tumour cells at time of surgical
tumour resection) (3). OPEN ACCESS James’s Hospital, Trinity
College Dublin, Dublin, Ireland CITATION
Davern M, Gaughan C, O’ Connell F,
Moran B, Mylod E, Sheppard AD, Ramjit S,
Yun-Tong Kung J, Phelan JJ, Davey MG,
Ryan EJ, Butler C, Quinn L, Howard C,
Tone E, Phoenix E, Butt WT,
Lynam-Lennon N, Maher SG, Ravi N,
Donohoe CL, Reynolds JV, Lysaght J and
Donlon NE (2023) PD-1 blockade
attenuates surgery-mediated
immunosuppression and boosts Th1
immunity perioperatively in
oesophagogastric junctional
adenocarcinoma. Introduction: This timely study assesses the immunosuppressive effects of
surgery on cytotoxic Th1-like immunity and investigates if immune checkpoint
blockade (ICB) can boost Th1-like immunity in the perioperative window in upper
gastrointestinal cancer (UGI) patients. Methods: PBMCs were isolated from 11 UGI patients undergoing tumour
resection on post-operative days (POD) 0, 1, 7 and 42 and expanded ex vivo
using anti-CD3/28 and IL-2 for 5 days in the absence/presence of nivolumab or
ipilimumab. T cells were subsequently immunophenotyped via flow cytometry to
determine the frequency of T helper (Th)1-like, Th1/17-like, Th17-like and
regulatory T cell (Tregs) subsets and their immune checkpoint expression
profile. Lymphocyte secretions were also assessed via multiplex ELISA (IFN-g,
granzyme B, IL-17 and IL-10). The 48h cytotoxic ability of vehicle-, nivolumab-
and ipilimumab-expanded PBMCs isolated on POD 0, 1, 7 and 42 against
radiosensitive and radioresistant oesophageal adenocarcinoma tumour cells
(OE33 P and OE33 R) was also examined using a cell counting kit-8 (CCK-8)
assay to determine if surgery affected the killing ability of lymphocytes and
whether the use of ICB could enhance cytotoxicity. Front. Immunol. 14:1150754. doi: 10.3389/fimmu.2023.1150754 COPYRIGHT
© 2023 Davern, Gaughan, O’ Connell,
Moran, Mylod, Sheppard, Ramjit,
Yun-Tong Kung, Phelan, Davey, Ryan, Butler,
Quinn, Howard, Tone, Phoenix, Butt,
Lynam-Lennon, Maher, Ravi, Donohoe,
Reynolds, Lysaght and Donlon. This is an
open-access article distributed under the
terms of the Creative Commons Attribution
License (CC BY). The use, distribution or
reproduction in other forums is permitted,
provided the original author(s) and the
copyright owner(s) are credited and that
the original publication in this journal is
cited, in accordance with accepted
academic practice. No use, distribution or
reproduction is permitted which does not
comply with these terms. Results: Th1-like immunity was suppressed in expanded PBMCs in the immediate
post-operative setting. The frequency of expanded circulating Th1-like cells was
significantly decreased post-operatively accompanied by a decrease in IFN-g Frontiers in Immunology 01 frontiersin.org Davern et al. OPEN ACCESS 10.3389/fimmu.2023.1150754 production and a concomitant increase in the frequency of expanded regulatory
T cells with an increase in circulating levels of IL-10. Interestingly, PD-L1 and
CTLA-4 immune checkpoint proteins were also upregulated on expanded Th1-
like cells post-operatively. Additionally, the cytotoxic ability of expanded
lymphocytes against oesophageal adenocarcinoma tumour cells was
abrogated post-surgery. Of note, the addition of nivolumab or ipilimumab
attenuated the surgery-mediated suppression of lymphocyte cytotoxicity,
demonstrated by a significant increase in tumour cell killing and an increase in
the frequency of Th1-like cells and Th1 cytokine production. Conclusion: These findings support the hypothesis of a surgery-mediated
suppression in Th1-like cytotoxic immunity and highlights a rationale for the
use of ICB within the perioperative setting to abrogate tumour-promoting effects
of surgery and ameliorate the risk of recurrence. nivolumab and ipilimumab, PD-1, TIGIT, perioperative, Th1 immunity, immunosuppression,
surgery, oesophageal adenocarcinoma KEYWORDS Introduction And of the 30% that experience a complete
pathologic response to treatment, up to 60% of those patients
experience tumour recurrence within 5 years. In addition, of the
patients who are prescribed FLOT perioperative treatment, only
33% of patients actually receive the complete 8 cycles of FLOT
chemotherapy due to therapy-associated toxicities meaning that the
majority of patients do not complete their anti-cancer treatment (4). The high tumour recurrence rate post-surgery in conjunction with
the substantial dose limiting toxicities of current first-line adjuvant
therapies highlights the clinical need to identify novel adjuvant
therapies for OGJ cancer patients (4). A recent study by Donlon et al, profiled systemic immunity in
OGJ cancer patients perioperatively via flow cytometry Frontiers in Immunology frontiersin.org 02 Davern et al. 10.3389/fimmu.2023.1150754 Peripheral blood mononuclear
cell isolation Peripheral blood mononuclear cells (PBMCs) were isolated by
density centrifugation using Ficoll-Paque (GE Healthcare, USA). Whole blood was diluted 1 in 2 with phosphate-buffered saline
(PBS, Gibco, USA) and layered onto 15 ml of Ficoll-Paque™(GE
Healthcare, USA) and centrifuged at 2000 rpm for 25 minutes with
the brake turned off. The buffy coat layer containing PBMCs was
removed, washed with PBS (Gibco, USA) and resuspended at a
density of 1x 10(6) cells/ml in complete RPMI with recombinant
human IL-2 (10 units/ml) (ImmunoTools, Germany). TABLE 1 Patient demographics and clinical data. Age (years)
65.8
Sex ratio (M:F)
7:5
Diagnosis (no. patients)
OSCC
4
Adenosquamous carcinoma
1
OGJ
5
Gastric adenocarcinoma
2
Pathological tumour stage (no. patients)
T0
0
T1
6
T2
0
T3
6
T4
0
Pathological nodal status (no. patients)
Positive
5
Negative
7 TABLE 1 Patient demographics and clinical data. Ethical approval Ethical approval was granted from the St. James’s Hospital
Ethics Committee. All samples were collected with prior informed
written consent for sample and data acquisition from patients
attending St. James’s Hospital and the Beacon Hospital. This
study was carried out in accordance with the World Medical Cell lines Isogenic radiosensitive (OE33 P) and radioresistant (OE33 R)
OGJ tumour cells were cultured in Roswell Park Memorial Institute
1640 Medium with 2 mM L-glutamine (ThermoFisher Scientific,
Ireland) and supplemented with 1% (v/v) penicillin-streptomycin
(50 U/ml penicillin 100mg/ml streptomycin) and 10% (v/v) foetal
bovine serum (FBS) (ThermoFisher Scientific, Ireland) (complete
RPMI). Cells were detached using trypsin-EDTA (Gibco, USA). Mycoplasma testing was routinely carried out by PCR every
three months. Serum and plasma isolation Serum and plasma samples were obtained from patients on
POD 0, 1, 7, 42, respectively. Whole blood samples were collected in
BD Bioscience EDTA vacutainer blood tubes and were centrifuged
at 3,000 RPM at room temperature. The plasma and serum were
removed and stored at -80°C for future experimentation. Patient cohort 12 patients undergoing surgical resection of OGJ tumours in St
James’s Hospital Dublin and the Beacon Hospital, Dublin from
April 2021 to July 2021 were recruited for this study. Inclusion
criteria included: newly diagnosed patients with cancers of the
upper gastrointestinal tract who may or may not have received
neoadjuvant chemoradiotherapy prior to their surgery. Exclusion
criteria included patients with metastasis. Based on power
calculations we estimated a cohort size of 10 patients would be
required to detect statistical significance therefore, we recruited a
total of 12 patients. Whole blood was obtained from patients on the
day of surgical tumour resection prior to surgery (before
anaesthesia): post-operative day (POD) 0 (12 patients), 1 day
post-surgery (POD 1) (12 patients), 7 days post-surgery (POD 7)
(10 patients) and 6 weeks post-surgery (POD 42) (4 patients). Some
patients were unavailable to follow up with for non-medical
reasons. The cohort consisted of 7 males and 5 females, with an
average age of 65.8 years. The patient demographics are detailed
in Table 1. Methods Association’s Declaration of Helsinki guidelines on medical
research involving human subjects. Patient samples were
pseudonymised to protect the privacy rights of the patients. Cell counting kit-8 assay Following a 48h co-culture of lymphocytes with OE33 P and
OE33 R tumour cells, the viability of tumour cells was assessed
using a cell counting kit (CCK-8, Sigma, USA) viability assay. 5 µl of
CCK-8 solution was added to each well for 1h at 37°CC, 5% CO2. The optical density was measured using the Versa Max microplate
reader (Molecular Devices, Sunnyvale, CA, USA) at 450 nm and 650
nm (reference wavelength). Formula: (viability OE33 cell-
lymphocyte co-culture)-(viability PBMCs alone)/(viability
untreated OE33 cells alone) × 100 = % live cells. Overall, systemic Th1 immune responses appeared to be
dampened in the immediate post-operative setting in OGJ cancer
patients paralleled by an increase in regulatory T cell immunity. The
frequency of expanded circulating CD4+CCR6-CXCR3+ Th1-like
cells was significantly decreased on POD 42 compared with POD 0
(Figures 1B, P, 25.1 ± 4.8 vs. 39.5 ± 5.6%, p=0.05). Similarly, the
frequency of expanded circulating CD8+CCR6-CXCR3+ Th1-like
cells was significantly decreased on POD 7 compared to POD 0
(Figures 1B, P, 51.7 ± 8.1 vs. 66.7 ± 3.9%, p=0.02). This was
accompanied by a decrease in IFN-g production from expanded
PBMCs on POD 7 compared with POD 0, that trended toward
statistical significance, indicative of a Th1 suppressed immune
response in the post-operative setting (Figure 1C, 1,081 ± 661.6
vs. 10,682 ± 4,156%, p=0.07). We did not observe any significant Co-culture with cancer cells OE33 P cells and OE33 R cells were seeded at density of 1 x 104
in 100 ml/in a flat 96 well plate in complete RPMI and were allowed
adhere overnight at 37 °C, 5% CO2. The next day the media was
replaced with 50 ml of complete RPMI and 50 µl of media only
(untreated wells) or 50 µl of vehicle-, nivolumab- or ipilimumab-
expanded lymphocytes were added at a density of 1 x 105 cells in 50
µl of complete RPMI to achieve an effector to target ratio (E:T) of
10:1. Expanded lymphocytes were also cultured alone to account for
the absorbance of lymphocytes using the CCK-8 assay. Cells were
left to incubate for 48h at 37°CC, 5% CO2. Concomitant T cell activation and immune
checkpoint blockade For the purpose of this study these immune
proteins were compared between patients who had lower than
median IFN-g levels versus higher than median IFN-g levels to
determine if there were particular proteins that were differentially
expressed based on circulating levels of IFN-g. We chose IFN-g in
this instance, as patients with higher circulating levels of IFN-g in
their serum on POD 0 also had a greater nivolumab-mediated
increase in IFN-g by expanded lymphocytes ex vivo. Based on this
observation we sought to investigate what might be different in the
circulating factors between patients with high versus low IFN-g in
their serum. Th1 immunity is dampened in
expanded PBMCs in the immediate
post-operative setting The balance between Th1 and regulatory T cell (Treg) immune
responses has a profound impact on anti-cancer immunity. Additionally, Th17 immune responses can have either a tumour-
promoting or tumour-suppressive effect, which is often context
dependent. Therefore, this study assessed the frequency of
expanded circulating Th1-, Th17- and Th1/17-like CD3+CD4+
and CD3+CD8+ cells from OGJ cancer patients who underwent
surgical tumour resection to determine how major oncologic
surgery affects systemic Th1, Treg and Th17 immunity (Figure 1A). Overall, systemic Th1 immune responses appeared to be
dampened in the immediate post-operative setting in OGJ cancer
patients paralleled by an increase in regulatory T cell immunity. The
frequency of expanded circulating CD4+CCR6-CXCR3+ Th1-like
cells was significantly decreased on POD 42 compared with POD 0
(Figures 1B, P, 25.1 ± 4.8 vs. 39.5 ± 5.6%, p=0.05). Similarly, the
frequency of expanded circulating CD8+CCR6-CXCR3+ Th1-like
cells was significantly decreased on POD 7 compared to POD 0
(Figures 1B, P, 51.7 ± 8.1 vs. 66.7 ± 3.9%, p=0.02). This was
accompanied by a decrease in IFN-g production from expanded
PBMCs on POD 7 compared with POD 0, that trended toward
statistical significance, indicative of a Th1 suppressed immune
response in the post-operative setting (Figure 1C, 1,081 ± 661.6
vs. 10,682 ± 4,156%, p=0.07). We did not observe any significant The balance between Th1 and regulatory T cell (Treg) immune
responses has a profound impact on anti-cancer immunity. Additionally, Th17 immune responses can have either a tumour-
promoting or tumour-suppressive effect, which is often context
dependent. Therefore, this study assessed the frequency of
expanded circulating Th1-, Th17- and Th1/17-like CD3+CD4+
and CD3+CD8+ cells from OGJ cancer patients who underwent
surgical tumour resection to determine how major oncologic
surgery affects systemic Th1, Treg and Th17 immunity (Figure 1A). Statistical analysis Statistical analysis was performed using GraphPad Prism 9.1.1
software (GraphPad Prism, San Diego, California). Significance level
of p ≤0.05 was used for all analyses. CCK-8 data and flow cytometry
data were analysed using a two-way ANOVA statistical analysis. Spearman correlative analysis was used to assess correlations. Flow cytometry staining Vehicle-, nivolumab- or ipilimumab-expanded lymphocytes
were stained with zombie NIR viability dye, CD8-BV421, CD4-
BV510, CD3-FITC, CXCR3-PE, CCR6-APC, CTLA-4-PerCPCy5.5,
TIGIT-PE/Cy7, PD-L1-PerCPCy5.5, PD-1-PECy/7, CD25-FITC
and FOXP3-BV421 (Biolegend, USA). Intracellular FoxP3
permeabilization and fixation buffer was used for FoxP3 staining
(Biolegend, USA). Cells were acquired using the BD FACs Canto II
(BD Biosciences) using Diva software and analysed using
FlowJoTM v10.7. Concomitant T cell activation and immune
checkpoint blockade A sterile 6-well plate was coated with 10 µg/ml of goat anti-
mouse IgG (Sigma, USA) and 10 µg/ml of anti-CD3/anti-CD28
diluted in PBS (BioLegend, USA). PBMCs were seeded at a density
of 1x 10(6) cells/ml in 2 ml of media with 10 IU of recombinant IL-2
cytokine (Biolegend, USA) in anti-CD3/28 pre-coated wells. Nivolumab and ipilimumab were each added to one well each at
a concentration of 10 µg/ml. Nivolumab and Ipilimumab were
kindly donated by the Beacon Hospital. Vehicle-treated PBMCs
were treated with an isotype control antibody (IgG4,10 µg/ml,
Biolegend, USA). Plates were incubated at 37°CC, 5% CO2 for 5
days. The media was topped up with an additional 1 ml of media
every 2 days containing fresh IL-2 (10 IU) and 10 ug/ml of isotype frontiersin.org 03 Davern et al. 10.3389/fimmu.2023.1150754 supernatants were run undiluted. All assays were run as per
manufacturer’s recommendation, an overnight supernatant
incubation protocol was used for all assays. Analyte
concentrations were calculated using Discovery Workbench
software (version 4.0). Values outside the kits limit of detection
were not reported. For the purpose of this study these immune
proteins were compared between patients who had lower than
median IFN-g levels versus higher than median IFN-g levels to
determine if there were particular proteins that were differentially
expressed based on circulating levels of IFN-g. We chose IFN-g in
this instance, as patients with higher circulating levels of IFN-g in
their serum on POD 0 also had a greater nivolumab-mediated
increase in IFN-g by expanded lymphocytes ex vivo. Based on this
observation we sought to investigate what might be different in the
circulating factors between patients with high versus low IFN-g in
their serum. control, nivolumab or ipilimumab. On day 5 of the T cell expansion
a total of 6 ml of media was present in each well which contained
the lymphocytes which were activated in the presence of a vehicle,
nivolumab or ipilimumab. 1 ml of supernatant was harvested from
each well and stored at -80°C for future experimentation on day 5 of
the T cell expansion protocol. supernatants were run undiluted. All assays were run as per
manufacturer’s recommendation, an overnight supernatant
incubation protocol was used for all assays. Analyte
concentrations were calculated using Discovery Workbench
software (version 4.0). Values outside the kits limit of detection
were not reported. Frontiers in Immunology Quantification of serum and lymphocyte
supernatant immune proteins Serum samples were processed according to MSD (Meso Scale
Discovery) multiplex protocol. To assess interferon-gamma (IFN-
g), granzyme B (GrB), interleukin-10 (IL-10) and IL-17 cytokines, a
custom 4 spot U-PLEX ELISA kit was used (Meso Scale Diagnostics,
USA). Serum samples were diluted 1:2 for analysis and lymphocyte 04 Frontiers in Immunology frontiersin.org 10.3389/fimmu.2023.1150754 Davern et al. Quantification of serum and lymphocyte
supernatant immune proteins CD4 Th1
CD4 Th1/17
CD4 Th17
CD4 Tregs
CD8 Th1
CD8 Th1/17
CD8 Th17
GrB
IFNγ
IL-10
IL-17A
GrB
IFN-γ
IL-10
IL-17A
CD4 Th1
CD4 Th1/17
CD4 Th17
CD4 Tregs
CD8 Th1
CD8 Th1/17
CD8 Th17
GrB
IFNγ
IL-10
IL-17A
GrB
IFN-γ
IL-10
IL-17A
serum
PBMC
serum
PBMC
* *
* *
*
*
*
* *
*
*
*
*
-1.0
-0.5
0
0.5
1.0
Treg
POD 0
POD 1
POD 7
POD 42
0
10
20
30
40
50
% CD4+FoxP3+cells
**
Th1
POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
50
100
% CCR6-CXCR3+cells
CD4+ cells
CD8+ cells
*
*
0
10000
20000
30000
40000
IFNy
levels of IFNy (pg/ml)
POD 42
POD 0
POD 1 POD 7
p=0.07
0
100
200
300
IL-10
levels of IL-10 (pg/ml)
POD 42
POD 0
POD 1 POD 7
Day 0
Day 1
Day 7
Day 42
0
5
10
15
IL-10
levels of IL-10 (pg/ml)
****
**
*
Experimental Schematic
Day 0
Day 1
Day 7
Day 42
0
20
40
60
IFN-y
levels of IFNy (pg/ml)
0
2000
4000
6000
8000
GrB
levels of GrB (pg/ml)
POD 42
POD 0
POD 1 POD 7
Day 0
Day 1
Day 7
Day 42
0
5
10
15
GrB
levels of GrB (pg/ml)
0
5000
10000
15000
20000
25000
IL-17
levels of IL-17 (pg/ml)
POD 42
POD 0
POD 1 POD 7
Th17
POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
20
40
60
% CCR6+CXCR3-cells
CD4+ cells
CD8+ cells
Th1/17
POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
20
40
60
% CCR6+CXCR3+cells
CD4+ cells
CD8+ cells
Day 0
Day 1
Day 7
Day 42
0
10
20
30
IL-17a
levels of IL-17a (pg/ml)
**
*
1.0
0.7
-0.9
-0.4
0.7
1.0
-0.9
-0.7
-0.9
-0.9
1.0
0.9
-0.4
-0.7
0.9
1.0
Th1CD4 cells
Th1CD8 cells
Tumour regression grade
Nodal stage
Th1CD4 cells
Th1CD8 cells
Tumour regression grade
Nodal stage
*
*
*
*
*
-1.0
-0.5
0
0.5
1.0
CCR6
CXCR3
POD 0
POD 1
POD 7
POD 42
CD4 cells
CD8 cells
A
B
D
E
F
G
I
H
J
K
L
M
N
C
O
P
URE 1
e Th1 immune response was dampened in expanded PBMCs in the immediate postoperative setting. Quantification of serum and lymphocyte
supernatant immune proteins A A Experimental Schematic Day 0
Day 1
Day 7
Day 42
0
20
40
60
IFN-y
levels of IFNy (pg/ml)
Day
0
5
10
15
levels of GrB (pg/ml)
E
F Day 0
Day 1
Day 7
Day 42
0
20
40
60
IFN-y
levels of IFNy (pg/ml)
E 0
2000
4000
6000
8000
GrB
levels of GrB (pg/ml)
POD 42
POD 0
POD 1 POD 7
D 0
10000
20000
30000
40000
IFNy
levels of IFNy (pg/ml)
POD 42
POD 0
POD 1 POD 7
p=0.07
C Th1
POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
50
100
% CCR6-CXCR3+cells
CD4+ cells
CD8+ cells
*
*
B D B E C Th17
POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
20
40
60
% CCR6+CXCR3-cells
CD4+ cells
CD8+ cells
H 1
2
3
4
5
% CD4+FoxP3+cells
0
5000
10000
15000
20000
25000
IL-17
levels of IL-17 (pg/ml)
POD 42
POD 0
POD 1 POD 7
Day 0
Day 1
Day 7
Day 42
0
10
20
30
IL-17a
levels of IL-17a (pg/ml)
**
*
I
J
K 7
POD 42
OD 7
Day 0
Day 1
Day 7
Day 42
0
10
20
30
IL-17a
levels of IL-17a (pg/ml)
**
*
J Th1/17
POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
20
40
60
% CCR6+CXCR3+cells
CD4+ cells
CD8+ cells
G
L Treg
POD 0
POD 1
POD 7
POD 42
0
10
20
30
40
50
% CD4+FoxP3+cells
**
K
N I G H K J L L N CD4 Th1
CD4 Th1/17
CD4 Th17
CD4 Tregs
CD8 Th1
CD8 Th1/17
CD8 Th17
GrB
IFNγ
IL-10
IL-17A
GrB
IFN-γ
IL-10
IL-17A
CD4 Th1
CD4 Th1/17
CD4 Th17
CD4 Tregs
CD8 Th1
CD8 Th1/17
CD8 Th17
GrB
IFNγ
IL-10
IL-17A
GrB
IFN-γ
IL-10
IL-17A
serum
PBMC
serum
PBMC
* *
* *
*
*
*
* *
*
*
*
*
-1.0
-0.5
0
0.5
1.0
0
100
200
300
IL-10
levels of IL-10 (pg/ml)
POD 42
POD 0
POD 1 POD 7
Day 0
Day 1
Day 7
Day 42
0
5
10
15
IL-10
levels of IL-10 (pg/ml)
****
**
*
1.0
0.7
-0.9
-0.4
0.7
1.0
-0.9
-0.7
-0.9
-0.9
1.0
0.9
-0.4
-0.7
0.9
1.0
Th1CD4 cells
Th1CD8 cells
Tumour regression grade
Nodal stage
Th1CD4 cells
Th1CD8 cells
Tumour regression grade
Nodal stage
*
*
*
*
*
-1.0
-0.5
0
0.5
1.0
CCR6
CXCR3
POD 0
POD 1
POD 7
POD 42
CD4 cells
CD8 cells
L
M
N
O
P M 0
100
200
300
IL-10
levels of IL-10 (pg/ml)
POD 42
POD 0
POD 1 POD 7
N O FIGURE 1
The Th1 immune response was dampened in expanded PBMCs in the immediate postoperative setting. Quantification of serum and lymphocyte
supernatant immune proteins PBMCs were isolated from peripheral blood
cancer patients on POD 0 (n=12), POD 1 (n=12), POD 7 (n=11) and POD 42 (n=4) and activated ex vivo for 5 days using plate bound anti-CD3/28
d recombinant IL-2 (A). The frequency of expanded Th1 (CXCR3+CCR6-) (B), Th1/17 (CXCR3-CCR6-) (G) and Th17 (CXCR3+CCR6+) (H) CD3+CD4+
d CD3+CD8+ cells and Treg cells (CD4+FOXP3+) (K) was assessed by flow cytometry. The soluble levels of IFN-g (C, E), GrB (D, F), IL-17 (I, J) and
10 (M, N) were measured in the serum from whole blood and in the supernatant from expanded PBMCs on POD 0, 1, 7 and 42. (L) shows the
rrelation values between cytokine production and the frequency of expanded lymphocytes following a 5-day expansion. (O) shows the significant
rrelation values between T cell subset frequencies post-5-day expansion with clinical characteristics. (P) shows representative dot plots for the
quency of Th1, Th17 and Th1/17 cells. Data presented as mean ± SEM. Two-way ANOVA for (B–K) and (M, N). Spearman correlation used for
n-parametric correlative analysis for (L, O). The r2 value indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A
ue square indicates a negative correlation i.e. R2<0. An asterisk depicts the significant correlations i.e. r2 value has a p=0.05. Quantification of serum and lymphocyte
supernatant immune proteins patients who had
higher levels of CD8+ Th1-like cells had a decreased nodal stage or In summary, our findings suggest that an IL-10-driven
immunosuppressive window is propagated by resection of OGJ
tumours in the post-operative setting and this is accompanied by a
dampening of a Th1 immune response, which is maintained ex vivo
in expanded PBMCs. Overall, this data highlights the need to
introduce immunotherapies in the post-operative setting to
exploit this surge in immune activation and skew it towards an
anti-cancer Th1 immune response to enhance cancer immune
surveillance and reduce the high tumour recurrence rate in the
adjuvant setting. Quantification of serum and lymphocyte
supernatant immune proteins 0.1 ± 0.6%, p<0.001, p,0.001 and
p=0.009). Induction of immunosuppression post-surgery was
further underlined by a significant increase in the frequency of
expanded regulatory T cells (Tregs) by POD 7 (Figure 1K, 14.7 ± 4.0
vs. 5.1 ± 1.2%, p=0.04). We did not detect any differences in the
levels of IL-10 in the supernatant of expanded PBMCs (Figure 1N). Furthermore, we observed that the frequency of expanded CD4+
and CD8+ Th1-like cells following 5-day T cell activation was
significantly correlated with a worse pathologic response to
neoadjuvant treatment (r= -0.9, p=0.03). The presence of nodal
metastasis also significantly correlated with the frequency of
expanded CD8+ Th1-like cells following 5-day T cell activation
(r= -0.6, p=0.03, respectively). This might indicate that patients who
responded poorly to treatment and had more advanced disease may
have a dampened Th1 immune response as the expansion of Th1-
like cells ex vivo was attenuated. The frequency of expanded T
helper subsets was also correlated with the levels of T helper-
associated cytokines in the supernatant from expanded PBMC
cultures and in peripheral circulation of cancer patients
(Figure 1L). Not surprisingly, the levels of Th1-associated
cytokines such as GrB and IFN-g correlated with the frequency of
expanded Th1-like CD4 cells ex vivo (Figure 1L). In addition, the
levels of pro-inflammatory cytokine 1L-17 in the supernatant of
expanded PBMCs also positively correlated with the levels of
expanded Th1-like CD4 cells ex vivo (Figure 1L). It was observed that the frequency of expanded Th1 like CD8+ important it is on the efficacy of cancer treatments and responses. Therefore, we carried out statistical analysis between the five female
patients and seven male patients to determine if there were any
statistically significant differences in any of the immunological
parameters between the two groups which included the frequency
of circulating immune cells, levels of 5-day expanded lymphocyte-
secreted cytokines and immune checkpoint expression of profiles of
the different T cell subsets (Figure S1). The two groups were
comparable however, recognizing the heterogeneity of patient
samples and the low number of numbers in both groups, there
may be a statistically significant difference if more patient samples
were included. changes in the production of GrB in the secretome of expanded
lymphocytes post-operatively compared with pre-operative levels
(Figure 1D). The levels of IFN-g and GrB in the serum of whole
blood was not significantly altered post-operatively compared with
pre-operative levels (Figures 1E, F). Quantification of serum and lymphocyte
supernatant immune proteins Although we observed a
significant increase in the circulating levels of IL-17 in the serum
of whole blood post-operatively on POD 7 and POD 42 compared
with pre-operative levels (Figure 1J), the frequency of expanded
Th1/17 and Th17 cells remained unchanged as did the levels of IL-
17 secretions from expanded lymphocytes (Figures 1G–I). Interestingly, we identified a significant increase in the levels of
circulating IL-10 in the serum of whole blood in OGJ cancer
patients post-operatively on POD 1, 7 and 42 highlighting that
the immunosuppressive arm of the immune system was engaged
post-oesophagectomy, which may be detrimental in the elaboration
of anti-cancer Th1 immune responses and cancer immune
surveillance, conversely promoting tumour recurrence and
dissemination in the post-operative adjuvant setting (Figure 1M,
3.1 ± 0.5, 1.7 ± 0.1, 2.6 ± 1.2 vs. 0.1 ± 0.6%, p<0.001, p,0.001 and
p=0.009). Induction of immunosuppression post-surgery was
further underlined by a significant increase in the frequency of
expanded regulatory T cells (Tregs) by POD 7 (Figure 1K, 14.7 ± 4.0
vs. 5.1 ± 1.2%, p=0.04). We did not detect any differences in the
levels of IL-10 in the supernatant of expanded PBMCs (Figure 1N). Furthermore, we observed that the frequency of expanded CD4+
and CD8+ Th1-like cells following 5-day T cell activation was
significantly correlated with a worse pathologic response to
neoadjuvant treatment (r= -0.9, p=0.03). The presence of nodal
metastasis also significantly correlated with the frequency of
expanded CD8+ Th1-like cells following 5-day T cell activation
(r= -0.6, p=0.03, respectively). This might indicate that patients who
responded poorly to treatment and had more advanced disease may
have a dampened Th1 immune response as the expansion of Th1-
like cells ex vivo was attenuated. The frequency of expanded T
helper subsets was also correlated with the levels of T helper-
associated cytokines in the supernatant from expanded PBMC
cultures and in peripheral circulation of cancer patients
(Figure 1L). Not surprisingly, the levels of Th1-associated
cytokines such as GrB and IFN-g correlated with the frequency of
expanded Th1-like CD4 cells ex vivo (Figure 1L). In addition, the
levels of pro-inflammatory cytokine 1L-17 in the supernatant of
expanded PBMCs also positively correlated with the levels of
expanded Th1-like CD4 cells ex vivo (Figure 1L). It was observed that the frequency of expanded Th1-like CD8+
cells negatively correlated with nodal stage i.e. Quantification of serum and lymphocyte
supernatant immune proteins PBMCs were isolated from peripheral blood
of cancer patients on POD 0 (n=12), POD 1 (n=12), POD 7 (n=11) and POD 42 (n=4) and activated ex vivo for 5 days using plate bound anti-CD3/28
and recombinant IL-2 (A). The frequency of expanded Th1 (CXCR3+CCR6-) (B), Th1/17 (CXCR3-CCR6-) (G) and Th17 (CXCR3+CCR6+) (H) CD3+CD4+
and CD3+CD8+ cells and Treg cells (CD4+FOXP3+) (K) was assessed by flow cytometry. The soluble levels of IFN-g (C, E), GrB (D, F), IL-17 (I, J) and
IL-10 (M, N) were measured in the serum from whole blood and in the supernatant from expanded PBMCs on POD 0, 1, 7 and 42. (L) shows the
correlation values between cytokine production and the frequency of expanded lymphocytes following a 5-day expansion. (O) shows the significant
correlation values between T cell subset frequencies post-5-day expansion with clinical characteristics. (P) shows representative dot plots for the
frequency of Th1, Th17 and Th1/17 cells. Data presented as mean ± SEM. Two-way ANOVA for (B–K) and (M, N). Spearman correlation used for
non-parametric correlative analysis for (L, O). The r2 value indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A
blue square indicates a negative correlation i.e. R2<0. An asterisk depicts the significant correlations i.e. r2 value has a p=0.05. 05 Frontiers in Immunology frontiersin.org 10.3389/fimmu.2023.1150754 Davern et al. changes in the production of GrB in the secretome of expanded
lymphocytes post-operatively compared with pre-operative levels
(Figure 1D). The levels of IFN-g and GrB in the serum of whole
blood was not significantly altered post-operatively compared with
pre-operative levels (Figures 1E, F). Although we observed a
significant increase in the circulating levels of IL-17 in the serum
of whole blood post-operatively on POD 7 and POD 42 compared
with pre-operative levels (Figure 1J), the frequency of expanded
Th1/17 and Th17 cells remained unchanged as did the levels of IL-
17 secretions from expanded lymphocytes (Figures 1G–I). Interestingly, we identified a significant increase in the levels of
circulating IL-10 in the serum of whole blood in OGJ cancer
patients post-operatively on POD 1, 7 and 42 highlighting that
the immunosuppressive arm of the immune system was engaged
post-oesophagectomy, which may be detrimental in the elaboration
of anti-cancer Th1 immune responses and cancer immune
surveillance, conversely promoting tumour recurrence and
dissemination in the post-operative adjuvant setting (Figure 1M,
3.1 ± 0.5, 1.7 ± 0.1, 2.6 ± 1.2 vs. PD-L1 expression was significantly
increased on the surface of expanded
Th1-like cells in the immediate
postoperative setting Due to the reduction in expanded circulating Th1-like cells in
the immediate post-operative period, we investigated whether there
was a corresponding increase in the expression of inhibitory
immune checkpoint proteins on the surface of Th1-like cells
(Figure 2B), Th1/17-like (Figure 2C), Th17-like cells (Figure 2D)
and Treg cells (Figure 2E) as outlined in the experimental schematic
in Figure 2A. Expression of TIGIT on expanded circulating T cells
did not significantly change (Figure 2). Interestingly, the frequency
of PD-L1 expression on expanded circulating CD4+CCR6-CXCR3+
Th1-like cells was significantly increased on POD 7 compared to
POD 1 (Figure 2F, 18.55 ± 5.8 vs. 7.4 ± 1.2%, p=0.04). The
frequency of CTLA-4 expression on expanded circulating
CD8+CCR6-CXCR3+ Th1/17-like cells was significantly increased
on POD 7 compared to POD 1 (Figure 2G, 42.4 ± 10.7 vs. 17.8 ±
5.7%, p=0.04). The frequency of PD-1 expression on expanded
circulating Treg cells was significantly increased on POD 7
compared to POD 1 (Figure 2I, 28.8 ± 6.5 vs. 19.4 ± 6.5%,
p=0.04). Finally, the frequency of PD-1 expression on expanded
circulating CD8+CCR6-CXCR3+ Th1/17-like cells was significantly
increased on POD 7 compared to POD 1 (Figure 2H, 26.2 ± 5.2 vs. 14.7 ± 4.2%, p=0.04). Moreover, the frequency of PD-L1+ Th1/17-
like cells following a 5-day activation correlated with worse overall
survival (Figure 2J). The correlation between the frequencies of
expanded Th subsets and the expression of immune checkpoints on
surface of Th1, Th1/17, Th17 and Treg cells was also carried out and
depicted in Figures 2K–N. It was observed that the frequency of expanded Th1-like CD8+
cells negatively correlated with nodal stage i.e. patients who had
higher levels of CD8+ Th1-like cells had a decreased nodal stage or
fewer number of lymph nodes with metastasis. This suggests that in
patients with more advanced stage disease CD8 anti-tumour
immunity may be blunted (Figure 1O). Similarly, patients who
had higher levels of expanded CD4+ or CD8+ Th1-like immune cells
had an improved pathologic response to treatment with lower
tumour regression scores (Figure 1O). Again underpinning the
importance of Th1 immune responses in disease progression and
treatment response.Several studies have highlighted major
differences between female versus male immunity and how Frontiers in Immunology 06 frontiersin.org 10.3389/fimmu.2023.1150754 Davern et al. A
B
D
E
F
G
I
H
J
K
L
M
N
C
FIGURE 2
Expression of PD-L1 on the surface of expanded Th1-like cells was significantly increased post-operatively. PD-L1 expression was significantly
increased on the surface of expanded
Th1-like cells in the immediate
postoperative setting PBMCs were isolated from peripheral
blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and activated ex vivo for 5 days using plate bound anti-
CD3/28 and recombinant IL-2 (A). The immune checkpoint expression profile of expanded Th1 (CXCR3+CCR6-) (B), Th1/17 (CXCR3-CCR6-) (C) and
Th17 (CXCR3+CCR6+) (D) CD4+ and CD8+ cells and Treg cells (CD4+FOXP3+) (E) is displayed as a fold change in expression that is normalised to the
levels of immune checkpoints on POD 0. The percentage of specific T cell subsets within the entire T cell population are shown and was
determined by flow cytometry. (F) Shows the percentage of Th1-like cells expressing PD-L1and, (G, H) highlight percentage of expanded Th1/17-like
cells expressing CTLA-4 and PD-1, respectively. (I) Highlights the percentage of expanded Treg cells expressing PD-1. (K–N) Presents the correlation
values between the frequency of expanded circulating CD4+ and CD8+ T helper subsets and their respective IC expression profiles for Th1-like cells,
Th1/17-like cells, Th17-like cells and Treg cells. (J) Showcases the significant correlations between the frequency of IC expression on T helper
subsets with clinical parameters in cancer patients. Data presented as mean ± SEM. Two-way ANOVA analysis for F-I. Spearman correlation used for
non-parametric correlative analysis for (J–N). The r2 value indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An asterisk depicts the significant correlations i.e. r2 value has a p=0.05. A
B
D
E
F
G
H
K
C A
B A D
E
K D
E
G
H
K
C D E B C K
L
M
N H F K L I J I J N FIGURE 2
Expression of PD-L1 on the surface of expanded Th1-like cells was significantly increased post-operatively. PBMCs were isolated from peripheral
blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and activated ex vivo for 5 days using plate bound anti-
CD3/28 and recombinant IL-2 (A). The immune checkpoint expression profile of expanded Th1 (CXCR3+CCR6-) (B), Th1/17 (CXCR3-CCR6-) (C) and
Th17 (CXCR3+CCR6+) (D) CD4+ and CD8+ cells and Treg cells (CD4+FOXP3+) (E) is displayed as a fold change in expression that is normalised to the
levels of immune checkpoints on POD 0. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients Our findings have identified an immunosuppressive window
created by cancer surgery in the post-operative setting, which may
likely contribute to the suppression of cancer immune surveillance
and tumour dissemination and recurrence. Therefore, these results
highlight the urgent clinical need to identify therapeutics that can
counteract the propagation of immunosuppression mediated by
surgery in the adjuvant setting. Subsequently, we explored the use of
ICB namely, single agent anti-PD-1 and anti-CTLA-4 therapy to
determine if these agents might enhance anti-tumour Th1
immunity post-operatively using our ex vivo PBMC expansion
protocol (Figure 3A). As the levels of IFN-g in patients on POD 0 was the only mediator
that significantly correlated with a favourable response to ICB, we
next set out to understand what is different between the soluble
immune factors in systemic circulation between patients who have
higher circulating levels of IFN-g versus patients with lower levels. This might contribute to an explanation as to why patients with
higher IFN-g levels possess PBMCs that are predisposed to
experiencing a nivolumab-induced increase in Th1 immunity
versus those that don’t respond in this way. We examined the
difference in the levels of 35 soluble immune proteins in 10
patients with high versus low IFN-g levels using the median level as
a cut-off for high versus low. Of note only 4 soluble immune proteins
were differentially expressed between patients with high versus low
IFN-g levels. In the sub-cohort of patients with higher levels of IFN-g,
there was a significant difference in the levels of circulating soluble
immune checkpoint proteins, specifically these patients had
significantly higher levels of soluble PD-L2 (Figure 3K, 2882 ±
170.6 vs. 2176 ± 121.4 pg/ml, p=0.008) and significantly lower
levels of soluble CTLA-4 (Figure 3L, 5.11 ± 1.1 vs. 8.4 ± 1.2 pg/ml,
p=0.04), which might explain why these patients responded better to
nivolumab over ipilimumab. Moreover, in the patients with higher
circulating levels of IFN-g there was a significantly higher level of
soluble IL-12p40, an important Th1-like cytokine indicating that
these patients may have an already primed and ongoing anti-tumour
immune response (Figure 3M, 252.6 ± 32.2 vs. 163.9 ± 15.43 pg/ml,
p=0.04). Lastly, patients with higher circulating levels of IFN-g also
had a significantly lower circulating level of MIP-3a (Figure 3N, 12.9
± 4.8 vs. 23.1 ± 5.6 pg/ml, p=0.04). Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients Ipilimumab significantly increased the frequency of expanded
CD4+CCR6-CXCR3+ Th1-like cells compared with untreated cells
on POD 7 (Figure 3B, 37.9 ± 7.6 vs. 30.4 ± 6.1%, p=0.03). In
addition, nivolumab significantly increased the frequency of
expanded CD8+CCR6-CXCR3+ Th1-like cells compared to
untreated cells on POD 7 (Figure 3C, 58.8 ± 7.3 vs. 51.2 ± 8.1%,
p=0.04). Both single agent nivolumab and ipilimumab decreased
the frequency of expanded Th17-like cells on POD 7 (Figures 3D,
E). Furthermore, nivolumab and ipilimumab significantly reduced
the frequency of expanded Treg cells on POD 1 (Figure 3F, 3.3 ± 0.6,
3.2 ± 0.7% vs. 6.7 ± 1.5, p=0.04 and p=0.04). Additionally, we
observed in a sub-cohort of 7/10 patients that single agent
nivolumab significantly increased the production of IFN-g by
expanded PBMCs on POD 0, 1 and 7 (Figure 3G). Complementary findings demonstrated that GrB production was
significantly enhanced by single agent nivolumab on POD 0 in the
same sub-cohort of 7/10 patients (Figure 3G). Furthermore,
expanded PBMCs from 3 patients did not exhibit an increase in
IFN-g or GrB levels (Figure 3H). Interestingly, in the sub-cohort of
patients that experienced an enhancement in Th1 immunity in their
nivolumab-expanded PBMCs a concomitant increase in IL-10
production was also noted on POD 0 and 1 in parallel, which
may represent an immunosuppressive mechanism of resistance to
nivolumab treatment (Figure 3I). In summary, only a sub-cohort of patients possessed PBMCs
that experienced a nivolumab-mediated increase in Th1 immunity
measured by an increase in IFN-g secretion by expanded PBMCs. These patients were enriched with higher levels of circulating IFN-g,
which might indicate that these patients had an ongoing anti-
tumour immune response that was amenable to nivolumab-
mediated enhancement in Th1 immunity. In our study we also conducted correlative analysis between the
magnitude of response to ICB (magnitude of response characterised
by alteration in PBMC secretion of IFN-g in PBMC culture
following 5 days of T cell activation) in expanded PBMCs with
circulating serum proteins in cancer patients on POD 0, 1 and 7 to
determine if there was a circulating factor that might indicate if the
use of ICB could enhance Th1 immune responses in a
patients PBMCs. PD-L1 expression was significantly
increased on the surface of expanded
Th1-like cells in the immediate
postoperative setting The percentage of specific T cell subsets within the entire T cell population are shown and was
determined by flow cytometry. (F) Shows the percentage of Th1-like cells expressing PD-L1and, (G, H) highlight percentage of expanded Th1/17-like
cells expressing CTLA-4 and PD-1, respectively. (I) Highlights the percentage of expanded Treg cells expressing PD-1. (K–N) Presents the correlation
values between the frequency of expanded circulating CD4+ and CD8+ T helper subsets and their respective IC expression profiles for Th1-like cells,
Th1/17-like cells, Th17-like cells and Treg cells. (J) Showcases the significant correlations between the frequency of IC expression on T helper
subsets with clinical parameters in cancer patients. Data presented as mean ± SEM. Two-way ANOVA analysis for F-I. Spearman correlation used for
non-parametric correlative analysis for (J–N). The r2 value indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An asterisk depicts the significant correlations i.e. r2 value has a p=0.05. 07 Frontiers in Immunology frontiersin.org 10.3389/fimmu.2023.1150754 Davern et al. did not. We performed this analysis by correlating the fold-change
in nivolumab- and ipilimumab-induced alterations in IFN-g, GrB
and IL-10 produced by PBMCs with the levels of circulating IFN-g,
GrB and IL-10 in the serum of whole blood in matched patients on
POD 0, 1 and 7 (Figure 3J). On POD 0 there was a positive
correlation between the nivolumab-induced increase in IFN-g
production by PBMCs ex vivo with the circulating levels of IFN-g
in the serum of whole blood in cancer patients on POD 0. This
correlation suggests that patients who have higher levels of
circulating IFN-g in their peripheral blood may possess a
particular immune state that makes their PBMCs more amenable
to nivolumab-mediated enhancement in Th1 immunity. Frontiers in Immunology Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients (A) Experimental
schematic. PBMCs were isolated from peripheral blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and
activated ex vivo for 5 days using plate bound anti-CD3/28 and recombinant IL-2 in the presence or absence of nivolumab (niv) (10 µg/ml) or
ipilimumab (ipi) (10 µg/ml). The frequency of expanded Th1 (CXCR3+CCR6-), Th17 (CXCR3-CCR6-) and Th1/17 (CXCR3+CCR6+) CD4+ and CD8+ ce
and Treg cells (CD4+FOXP3+) was assessed by flow cytometry. The levels of IFN-g, GrB and IL-10 were measured in the supernatant from expande
PBMCs on POD 0, 1, 7 and 42. (B–F) Displays the effect of nivolumab and ipilimumab treatment on the frequency of expanded CD4+ and CD8+
CXCR3+CCR6- Th1-like cells on POD 7, the frequency of expanded CD4+ and CD8+ CXCR3+CCR6+ Th17-like cells on POD 7 and the frequency of
Treg cells on POD 1. (G) Presents the sub-cohort of patients (7/10) whose PBMCs increased their IFN-g and GrB production following nivolumab
treatment. (H) Presents the sub-cohort of patients whose PBMCs had no increase or showed a decrease in their IFN-g and GrB production followin
nivolumab treatment. (I) Shows two sub-cohorts of patients whose PBMCs had an increase (7/10) or a decrease (3/10) in their IL-10 production
following nivolumab treatment. (J) Correlation plot showing a significant correlation between the effect of nivolumab on lymphocyte secretion of
IFN-g following a 5-day T cell activation with the circulating levels of IFN-g in the serum of matched patients on POD 0. (K–N) Shows the soluble
circulating factors that were significantly altered in the serum of patients who had higher than median levels of circulating IFN-g compared with
patients who had lower than median levels. All data presented as mean ± SEM. Two-way ANOVA. Correlative analysis: Spearman. The r2 value
indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An
asterisk depicts the significant correlations i.e. r2 value has a p=0.05. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients In consideration of the observed increase in IC expression and
subsequent reduction in Th1-like cells following surgery, we
postulated that the use of ICB might attenuate the global
increased expression of IC proteins contributing to the
enhancement in Th1 immune responses (Figure 4A). Overall,
nivolumab treatment significantly decreased PD-1 expression on
the surface of T helper subsets as expected (Figures 4B–G). Surprisingly, nivolumab also decreased PD-L1 expression on the
surface of Th1-like, Th1/17-like and Th17 like cells (Figures 4B–E). Given that ICB increased IFN-g, GrB and IL-10 in only a sub-
cohort of patients we wondered if there might be circulating factors
in patients’ serum that might correlate with this favourable response
to ICB (favourable response to ICB: nivolumab/ipilimumab-
mediated increase in GrB or IFN-g). Identifying any correlations
between a favourable response to ICB ex vivo and circulating factors
in patients’ serum might reveal a potential explanation behind why
some patients’ PBMCs responded favourably to ICB whilst others 08 frontiersin.org Davern et al. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients 10.3389/fimmu.2023.1150754 veh
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levels of GrB (pg/ml)
POD 0
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Sub-cohort - ICB induced increase in
Th1 immunity
Sub-cohort - ICB had no effect/decreased
Th1 immunity
veh
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IL-10
levels of IFNy
POD 0
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*
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IL-10
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Dichotomous effect of ICB on IL-10
productoin
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CD8+Th17 cells
POD 7
% CD8+CXCR3-CCR6+
*
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CD4+Th17 cells
POD 7
% CD4+CXCR3-CCR6+
*
*
IFNy low
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0
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MIP3α
pg/ml
✱
IFNy low
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0
100
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IL-12p40
pg/ml
✱
IFNy low
IFNy high
0
5
10
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CTLA-4
pg/ml
✱
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0
1000
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PD-L2
pg/ml
✱✱
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2
4
6
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0
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40
lymphocyte production of IFN-γ
post-nivolumab (pg/ml)
circulating serum levels
of IFN-γ (pg/ml)
r=0.9
p=0.05
A
B
D
E
F
G
I
H
J
K
L
C
Schematic of experimental setup:
M
N
FIGURE 3
Single agent nivolumab abrogated the surgery-induced dampening of anti-tumour Th1 immune responses in a subset of patients. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients veh
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CD4+Th1 cells
POD 7
% CD4+CXCR3+CCR6-
*
veh
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CD8+Th1 cells
POD 7
% CD8+CXCR3+CCR6-
*
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CD8+Th17 cells
POD 7
% CD8+CXCR3-CCR6+
*
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CD4+Th17 cells
POD 7
% CD4+CXCR3-CCR6+
*
*
A
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F
C
Schematic of experimental setup: Schematic of experimental setup: A B veh
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GrB
levels of GrB (pg/ml)
POD 0
POD 1
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POD 42
*
p=0.06
Sub-cohort - ICB induced increase in
Th1 immunity
G 0
2
4
6
8
0
10
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30
40
lymphocyte production of IFN-γ
post-nivolumab (pg/ml)
circulating serum levels
of IFN-γ (pg/ml)
r=0.9
p=0.05
J Sub-cohort - ICB induced increase in G veh
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GrB
levels of GrB (pg/ml)
POD 0
POD 1
POD 7
POD 42
*
p=0.06
duced increase in
munity J Th1 immunity IFNy low
IFNy high
0
5
10
15
CTLA-4
pg/ml
✱
L IFNy low
IFNy high
0
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10
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CTLA-4
pg/ml
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IFNy low
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0
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PD-L2
pg/ml
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IFNy high
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PD-L2
pg/ml
✱✱
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POD 0
POD 1
POD 7
POD 42
veh
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veh
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GrB
levels of GrB (pg/ml)
POD 0
POD 1
POD 7
POD 42
Sub-cohort - ICB had no effect/decreased
Th1 immunity
H Sub-cohort - ICB had no effect/decreased Sub-cohort - ICB had no effect/decreased H Th1 immunity veh
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IL-10
levels of IFNy
POD 0
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POD 7
POD 42
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*
veh
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veh
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veh
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veh
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IL-10
levels of IFNy
POD 0
POD 1
POD 7
POD 42
Dichotomous effect of ICB on IL-10
productoin
I I Dichotomous effect of ICB on IL-10
productoin Dichotomous effect of ICB on IL-10
productoin IFNy low
IFNy high
0
20
40
60
MIP3α
pg/ml
✱
N IFNy low
IFNy high
0
100
200
300
400
IL-12p40
pg/ml
✱
M veh
niv
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veh
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veh
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veh
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0
100
200
300
IL-10
levels of IFNy
POD 0
POD 1
POD 7
POD 42
t of ICB on IL-10
toin iv
ipi
veh
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veh
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IL-10
D 1
POD 7
POD 42
veh
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veh
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veh
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veh
niv
ipi
0
100
200
300
IL-10
levels of IFNy
POD 0
POD 1
POD 7
POD 42
chotomous effect of ICB on IL-10
productoin N M MIP3α FIGURE 3
Single agent nivolumab abrogated the surgery-induced dampening of anti-tumour Th1 immune responses in a subset of patients. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients (A) Experimental
schematic. PBMCs were isolated from peripheral blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and
activated ex vivo for 5 days using plate bound anti-CD3/28 and recombinant IL-2 in the presence or absence of nivolumab (niv) (10 µg/ml) or
ipilimumab (ipi) (10 µg/ml). The frequency of expanded Th1 (CXCR3+CCR6-), Th17 (CXCR3-CCR6-) and Th1/17 (CXCR3+CCR6+) CD4+ and CD8+ cells
and Treg cells (CD4+FOXP3+) was assessed by flow cytometry. The levels of IFN-g, GrB and IL-10 were measured in the supernatant from expanded
PBMCs on POD 0, 1, 7 and 42. (B–F) Displays the effect of nivolumab and ipilimumab treatment on the frequency of expanded CD4+ and CD8+
CXCR3+CCR6- Th1-like cells on POD 7, the frequency of expanded CD4+ and CD8+ CXCR3+CCR6+ Th17-like cells on POD 7 and the frequency of
Treg cells on POD 1. (G) Presents the sub-cohort of patients (7/10) whose PBMCs increased their IFN-g and GrB production following nivolumab
treatment. (H) Presents the sub-cohort of patients whose PBMCs had no increase or showed a decrease in their IFN-g and GrB production following
nivolumab treatment. (I) Shows two sub-cohorts of patients whose PBMCs had an increase (7/10) or a decrease (3/10) in their IL-10 production
following nivolumab treatment. (J) Correlation plot showing a significant correlation between the effect of nivolumab on lymphocyte secretion of
IFN-g following a 5-day T cell activation with the circulating levels of IFN-g in the serum of matched patients on POD 0. (K–N) Shows the soluble
circulating factors that were significantly altered in the serum of patients who had higher than median levels of circulating IFN-g compared with
patients who had lower than median levels. All data presented as mean ± SEM. Two-way ANOVA. Correlative analysis: Spearman. The r2 value
indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An
asterisk depicts the significant correlations i.e. r2 value has a p=0.05. FIGURE 3
Single agent nivolumab abrogated the surgery-induced dampening of anti-tumour Th1 immune responses in a subset of patients. (A) Experimental
schematic. FIGURE 3
Single agent nivolumab abrogated the surgery-induced dampening of anti-tumour Th1 immune responses in a subset of patients. (A) Experimental
schematic. PBMCs were isolated from peripheral blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and
activated ex vivo for 5 days using plate bound anti-CD3/28 and recombinant IL-2 in the presence or absence of nivolumab (niv) (10 µg/ml) or
ipilimumab (ipi) (10 µg/ml). The frequency of expanded Th1 (CXCR3+CCR6-), Th17 (CXCR3-CCR6-) and Th1/17 (CXCR3+CCR6+) CD4+ and CD8+ cells
and Treg cells (CD4+FOXP3+) was assessed by flow cytometry. The levels of IFN-g, GrB and IL-10 were measured in the supernatant from expanded
PBMCs on POD 0, 1, 7 and 42. (B–F) Displays the effect of nivolumab and ipilimumab treatment on the frequency of expanded CD4+ and CD8+
CXCR3+CCR6- Th1-like cells on POD 7, the frequency of expanded CD4+ and CD8+ CXCR3+CCR6+ Th17-like cells on POD 7 and the frequency of
Treg cells on POD 1. (G) Presents the sub-cohort of patients (7/10) whose PBMCs increased their IFN-g and GrB production following nivolumab
treatment. (H) Presents the sub-cohort of patients whose PBMCs had no increase or showed a decrease in their IFN-g and GrB production following
nivolumab treatment. (I) Shows two sub-cohorts of patients whose PBMCs had an increase (7/10) or a decrease (3/10) in their IL-10 production
following nivolumab treatment. (J) Correlation plot showing a significant correlation between the effect of nivolumab on lymphocyte secretion of
IFN-g following a 5-day T cell activation with the circulating levels of IFN-g in the serum of matched patients on POD 0. (K–N) Shows the soluble
circulating factors that were significantly altered in the serum of patients who had higher than median levels of circulating IFN-g compared with
patients who had lower than median levels. All data presented as mean ± SEM. Two-way ANOVA. Correlative analysis: Spearman. The r2 value
indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An
asterisk depicts the significant correlations i.e. r2 value has a p=0.05. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients PBMCs were isolated from peripheral blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and
activated ex vivo for 5 days using plate bound anti-CD3/28 and recombinant IL-2 in the presence or absence of nivolumab (niv) (10 µg/ml) or
ipilimumab (ipi) (10 µg/ml). The frequency of expanded Th1 (CXCR3+CCR6-), Th17 (CXCR3-CCR6-) and Th1/17 (CXCR3+CCR6+) CD4+ and CD8+ cells
and Treg cells (CD4+FOXP3+) was assessed by flow cytometry. The levels of IFN-g, GrB and IL-10 were measured in the supernatant from expanded
PBMCs on POD 0, 1, 7 and 42. (B–F) Displays the effect of nivolumab and ipilimumab treatment on the frequency of expanded CD4+ and CD8+
CXCR3+CCR6- Th1-like cells on POD 7, the frequency of expanded CD4+ and CD8+ CXCR3+CCR6+ Th17-like cells on POD 7 and the frequency of
Treg cells on POD 1. (G) Presents the sub-cohort of patients (7/10) whose PBMCs increased their IFN-g and GrB production following nivolumab
treatment. (H) Presents the sub-cohort of patients whose PBMCs had no increase or showed a decrease in their IFN-g and GrB production following
nivolumab treatment. (I) Shows two sub-cohorts of patients whose PBMCs had an increase (7/10) or a decrease (3/10) in their IL-10 production
following nivolumab treatment. (J) Correlation plot showing a significant correlation between the effect of nivolumab on lymphocyte secretion of
IFN-g following a 5-day T cell activation with the circulating levels of IFN-g in the serum of matched patients on POD 0. (K–N) Shows the soluble
circulating factors that were significantly altered in the serum of patients who had higher than median levels of circulating IFN-g compared with
patients who had lower than median levels. All data presented as mean ± SEM. Two-way ANOVA. Correlative analysis: Spearman. The r2 value
indicates the correlation value. A red square indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An
asterisk depicts the significant correlations i.e. r2 value has a p=0.05. 09 Frontiers in Immunology frontiersin.org 10.3389/fimmu.2023.1150754 Davern et al. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients TH1
veh
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0
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CD4+
0
1
7
42
CD8+
% CCR6-CXCR3+PD-1+cells
**
**
***
**
**
***
**
**
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
PD-1
PD-L1
CTLA-4
TIGIT
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
PD-1
PD-L1
CTLA-4
TIGIT
CD4+ T cells
CD8+ T cells
POD 0
POD 1
POD 7
POD 42
1
2
3
4
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
PD-1
PD-L1
CTLA-4
TIGIT
CD4+ T cells
CD8+ T cells
POD 0
POD 1
POD 7
POD 42
1
2
3
4
Th1 cells
fold change
Th1/17 cells
fold change
Th17 cells
fold change
Treg cells
fold change
TH1
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
0
20
40
60
80
% CCR6-CXCR3+CTLA-4+cells
*
*
0
1
7
42
CD4+
0
1
7
42
CD8+
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
CD4+ T cells
POD 0
POD 1
POD 7
POD 42
1
2
3
4
A
B
D
E
F
G
C
Schematic of experimental setup
FIGURE 4
Single agent nivolumab and ipilimumab treatment significantly decreased the expression of PD-1 and CTLA-4 on the surface of expanded Th1-like cells
ex vivo. PBMCs were isolated from peripheral blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and activated ex
vivo for 5 days using plate bound anti-CD3/28 and recombinant IL-2 in the presence or absence of nivolumab (niv) (10 µg/ml) or ipilimumab (ipi) (10 µg/
ml) (A). The IC expression profile of expanded Th1 (CXCR3+CCR6-) (B), Th1/17 (CXCR3+CCR6+) (C), Th17 (CXCR3-CCR6-) (D) and CD4+ and CD8+ cells
and Treg cells (CD4+FOXP3+) (E) was assessed by flow cytometry. The percentage of T cell subsets positive for an immune checkpoint is summarized in
a heat map format. (F, G) Display the effects of ICB on the expression of PD-1 and CTLA-4 on the surface of expanded PBMCs ex vivo. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients (B–E) In each
heat map a value greater than 1 demonstrates ICB increased the percentage of cells positive for an immune checkpoint compared with the effect of the
vehicle on that T cell subset in a particular POD timepoint sample be it POD 0, 1, 7 or 42. Similarly, a value less than 1 indicates a decrease and a value
equal to 1 indicates no effect was observed. All data presented as mean ± SEM. Two-way ANOVA analysis for (F, G). *p<0.05, **p<0.01, ***p<0.001. A
Schematic of experimental setup Schematic of experimental setup A A veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
PD-1
PD-L1
CTLA-4
TIGIT
CD4+ T cells
CD8+ T cells
POD 0
POD 1
POD 7
POD 42
1
2
3
4
Th1/17 cells
fold change
C TH1
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
PD-1
PD-L1
CTLA-4
TIGIT
CD4+ T cells
CD8+ T cells
POD 0
POD 1
POD 7
POD 42
1
2
3
4
Th17 cells
fold change
D veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
PD-1
PD-L1
CTLA-4
TIGIT
Th1 cells
fold change
B D B C B Treg cells
fold change
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
PD-1
PD-L1
CTLA-4
TIGIT
CD4+ T cells
POD 0
POD 1
POD 7
POD 42
1
2
3
4
E TH1
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
0
20
40
60
80
0
1
7
42
CD4+
0
1
7
42
CD8+
% CCR6-CXCR3+PD-1+cells
**
**
***
**
**
***
**
**
H1
F F F E fold change CD4
CD8
TH1
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
veh
niv
ipi
0
20
40
60
80
% CCR6-CXCR3+CTLA-4+cells
*
*
0
1
7
42
CD4+
0
1
7
42
CD8+
G G FIGURE 4
Single agent nivolumab and ipilimumab treatment significantly decreased the expression of PD-1 and CTLA-4 on the surface of expanded Th1-like cells
ex vivo. Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients PBMCs were isolated from peripheral blood of Cancer patients on POD 0 (n=11), POD 1 (n=11), POD 7 (n=11) and POD 42 (n=4) and activated ex
vivo for 5 days using plate bound anti-CD3/28 and recombinant IL-2 in the presence or absence of nivolumab (niv) (10 µg/ml) or ipilimumab (ipi) (10 µg/
ml) (A). The IC expression profile of expanded Th1 (CXCR3+CCR6-) (B), Th1/17 (CXCR3+CCR6+) (C), Th17 (CXCR3-CCR6-) (D) and CD4+ and CD8+ cells
and Treg cells (CD4+FOXP3+) (E) was assessed by flow cytometry. The percentage of T cell subsets positive for an immune checkpoint is summarized in
a heat map format. (F, G) Display the effects of ICB on the expression of PD-1 and CTLA-4 on the surface of expanded PBMCs ex vivo. (B–E) In each
heat map a value greater than 1 demonstrates ICB increased the percentage of cells positive for an immune checkpoint compared with the effect of the
vehicle on that T cell subset in a particular POD timepoint sample be it POD 0, 1, 7 or 42. Similarly, a value less than 1 indicates a decrease and a value
equal to 1 indicates no effect was observed. All data presented as mean ± SEM. Two-way ANOVA analysis for (F, G). *p<0.05, **p<0.01, ***p<0.001. 10 Frontiers in Immunology frontiersin.org 10.3389/fimmu.2023.1150754 Davern et al. cytotoxicity of OE33 P cells was significantly reduced on POD 1
compared to POD 0 (Figure 5B, 80.44 ± 15.8 vs. 58.25 ± 11.4%
p=0.04). Similarly, lymphocyte-mediated cytotoxicity of OE33 R
cells was significantly reduced on POD 7 compared to POD 0
(Figure 5B, 105.7 ± 14.8 vs. 67.27 ± 9.5%, p=0.03). Overall, cancer
surgery significantly impaired the cytotoxic ability of expanded
circulating lymphocytes by POD 7. Moreover, CTLA-4 blockade significantly decreased CTLA-4 on the
surface of T helper subsets but also surprisingly decreased the
expression of PD-1 on the surface of Th-1-like, Th1/17-like and
Th17-like cells (Figures 4B–G). Overall, treatment with ICB
reduced the expression of IC proteins on Th1-like cells, which
may be a contributing factor in the unleashing of anti-tumour Th1
immunity following ICB. Interestingly, lymphocyte-mediated killing of OE33 P cells was
negatively correlated with the frequency of PD-1+CD8+ T cells
suggesting that the PD-1 axis may be hindering the ability of
expanded lymphocytes to kill tumour cells (Figure 5C). Single agent nivolumab abrogated
the surgery-induced dampening of
Th1 anti-tumour immune responses in a
subset of patients Additionally, lymphocyte-mediated killing of OE33 R cells was
negatively correlated with the frequency of CTLA-4+CD8+ T cells
suggesting that the CTLA-4 axis may be hindering the ability of
expanded lymphocytes to kill tumour cells as well (Figure 5C). This
prompted us to next investigate if the addition of anti-PD-1 ICB or
anti-CTLA-4 ICB might attenuate the surgery-mediated
suppression in lymphocyte killing of OE33 P and OE33 R tumour
cells (Figure 6A). The cytotoxic ability of expanded
lymphocytes is impaired in the immediate
postoperative setting, an effect which is
attenuated by ICB The cytotoxic ability of expanded
lymphocytes is impaired in the immediate
postoperative setting, an effect which is
attenuated by ICB Given the immunosuppressive milieu in the immediate
postoperative setting, we investigated whether this would reduce
the cytotoxic ability of expanded circulating lymphocytes to kill
radiosensitive and radioresistant OGJ tumour cells (OE33 P and
OE33 R isogenic cell line) (Figure 5A). Lymphocyte-mediated POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
100
200
300
400
*
*
OE33 P
(radiosensitive tumour cells)
% viability (control)
OE33 R
(radioresistant tumour cells)
A
B
Research Question: Does oncologic surgery affect the cytotoxic ability of lymphocytes? Clinical Significance: If surgery abrogates the cytotoxic ability of lymphocytes this might contribute to
immune evasion, tumour recurrence and metastatic disemination in the post-operative period. C
Experimental Schematic
OE33 P killing
OE33 R killing
Th1 CD8+CTLA-4+
Th1 CD8+PD-1+
OE33 P killing
OE33 R killing
*
*
-1.0
-0.5
0
0.5
1.0
FIGURE 5
Lymphocyte-mediated killing of OE33 P and OE33 R cells is impaired in the immediate post-operative setting. (A) Experimental schematic. (B) OE33
P and OE33 R cells were co-cultured with PBMCs isolated from Cancer patients undergoing surgical tumour resection on POD 0 (n=7), 1 (n=10), 7
(n=10) and week 6 (n = 4) in an effector:target ratio (E:T) of 10:1 1 x 105:1 x 104for 48h. PBMCs were pre-activated using plate bound anti-CD3/28
and IL-2 for 5 days. A CCK8 assay was used to determine the viability of OE33 P and OE33 R cells. (C) Presents a correlation matrix between
lymphocyte-mediated killing of OE33 P and OE33 R cells and the expression of PD-1 and CTLA-4 on the surface of expanded circulating CD8+ T
cells that were present in the tumour cell:PBMC co-culture. A value greater than 0 (red) is a positive correlation and a value below zero (blue) is a
negative correlation. Spearman correlation used for non-parametric correlative analysis. The r2 value indicates the correlation value. A red square
indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An asterisk depicts the significant correlations i.e. r2
value has a p=0.05. Data were analysed using a two-way ANOVA and presented as percentages ± SEM. A
Research Question: Does oncologic surgery affect the cytotoxic ability of lymphocytes? Clinical Significance: If surgery abrogates the cytotoxic ability of lymphocytes this might contribute to
immune evasion, tumour recurrence and metastatic disemination in the post-operative period. Experimental Schematic Experimental Schematic Experimental Schematic POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
100
200
300
400
*
*
OE33 P
(radiosensitive tumour cells)
% viability (control)
OE33 R
(radioresistant tumour cells)
B
C
OE33 P killing
OE33 R killing
Th1 CD8+CTLA-4+
Th1 CD8+PD-1+
OE33 P killing
OE33 R killing
*
*
-1.0
-0.5
0
0.5
1.0
FIGURE 5 POD 0
POD 1
POD 7
POD 42
POD 0
POD 1
POD 7
POD 42
0
100
200
300
400
*
*
OE33 P
(radiosensitive tumour cells)
% viability (control)
OE33 R
(radioresistant tumour cells)
B
C
FIGURE 5 C
OE33 P killing
OE33 R killing
Th1 CD8+CTLA-4+
Th1 CD8+PD-1+
OE33 P killing
OE33 R killing
*
*
-1.0
-0.5
0
0.5
1.0 C B OE33 P
(radiosensitive tumour cells) OE33 R
(radioresistant tumour cells) OE33 R
(radioresistant tumour cells) FIGURE 5
Lymphocyte-mediated killing of OE33 P and OE33 R cells is impaired in the immediate post-operative setting. (A) Experimental schematic. (B) OE33
P and OE33 R cells were co-cultured with PBMCs isolated from Cancer patients undergoing surgical tumour resection on POD 0 (n=7), 1 (n=10), 7
(n=10) and week 6 (n = 4) in an effector:target ratio (E:T) of 10:1 1 x 105:1 x 104for 48h. PBMCs were pre-activated using plate bound anti-CD3/28
and IL-2 for 5 days. A CCK8 assay was used to determine the viability of OE33 P and OE33 R cells. (C) Presents a correlation matrix between
lymphocyte-mediated killing of OE33 P and OE33 R cells and the expression of PD-1 and CTLA-4 on the surface of expanded circulating CD8+ T
cells that were present in the tumour cell:PBMC co-culture. A value greater than 0 (red) is a positive correlation and a value below zero (blue) is a
negative correlation. Spearman correlation used for non-parametric correlative analysis. The r2 value indicates the correlation value. A red square
indicates a positive correlation i.e. R2>0. A blue square indicates a negative correlation i.e. R2<0. An asterisk depicts the significant correlations i.e. r2
value has a p=0.05. Data were analysed using a two-way ANOVA and presented as percentages ± SEM. Frontiers in Immunology 11 frontiersin.org Davern et al. Davern et al. A
Research Question: Does oncologic surgery affect the cytotoxic ability of lymphocytes? 10.3389/fimmu.2023.1150754 Nivolumab significantly enhanced the killing of OE33 R cells
compared with untreated cells on POD 0 (Figure 6B, 57.9 ± 15.9 vs. 71.43 ± 15.7%, p=0.04) and POD 1 (Figure 6C, 63.5 12.9 vs. 73.52
8.9%, p=0.03. Nivolumab also significantly enhanced the killing of
OE33 P cells on POD 1 (Figure 6C, 63.5 ± 12.9 vs. 73.5 ± 8.9%,
p=0.04) and POD 7 (Figure 6D, 71.1 ± 9.1 vs. 79.6 ± 10.6%, p=0.04). Ipilimumab significantly enhanced the killing of OE33 P cells
compared with untreated cells on POD 0 (Figure 6B, 41.4 ± 9.6
vs. 71.6 ± 9.7%, p=0.02), POD 1 (Figure 6C, 60.7 ± 9.2 vs. 73.5 ±
8.9%, p=0.04) and POD 7 (Figure 6D, 56.1 ± 12.1 vs. 79.7 ± 10.6%,
p=0.04). Likewise, Ipilimumab significantly enhanced the killing of
OE33 R cells compared with untreated cells on POD 0 (Figure 6B,
51.4 ± 14.3 vs. 71.43 ± 15.7%, p=0.03) and POD 1 (Figure 6C, 60.7 ± 9.2 vs. 73.5 ± 8.9%, p=0.04). ICB did not significantly improve the
ability of lymphocytes isolated from patients 6 weeks post-surgery
in killing OE33 P or OE33 R tumour cells (Figure 6E). Overall, the
use of ICB abrogated the surgery-induced reduction in the cytotoxic
ability of expanded PBMCs against radiosensitive and radioresistant
OGJ tumour cells ex vivo. Discussion Considering the systemic tumour-promoting environment in
the body created during the post-operative period previously The findings from our study supported the previously reported
immunosuppressive effects of tumour resection (5).Firstly, we
identified that an immunosuppressive phenotype prevailed in the
immediate postoperative setting. This was characterised by a
reduction in the frequency of expanded circulating Th1-like cells
post-operatively with a subsequent decrease in IFN-g production. Donlon et al, recently showed that systemic Th1 immune responses
were dampened in the post-operative setting illustrated by a decrease in
the circulating levels of Th1 cytokines such as IFN-g and IL-12p40 (5). g
y
g
p
( )
Furthermore, our results suggested a potential role for ICs in
propagating these observed immunosuppressive effects, as we noted
an increase in the expression of PD-L1 on the surface of expanded
circulating Th1-like immune cells ex vivo one-week post-surgery. Previously, the immune checkpoint expression profile was
evaluated on circulating T cells immediately post-surgery and
identified that TIM-3 was upregulated on T cells immediately
post-surgery before returning to baseline by week 6 (5). In
contrast, PD-L1 immune checkpoint expression was not
upregulated on circulating T cells immediately post-surgery and
was indeed found to be downregulated on circulating T cells by
week 6 post-surgery (5). However, this study did not profile
immune checkpoint expression on T helper subsets, which may
explain the discrepancies (5). In summary, these results together
might indicate that the activation of Th1 immunity post-surgery
might be inhibited by upregulation of PD-L1 immune checkpoint
suggesting that blockade of the PD-1-PD-L1 axis may enhance Th1
immune responses post-surgery for this patient cohort. Moreover,
the results from this study revealed that the cytotoxic ability of
PBMCs was abrogated in the immediate post-operative setting by
day 7. The reduced killing ability of PBMCs against radiosensitive
and radioresistant tumour cells was observed, strengthening the
hypothesis that tumour resection dampens Th1 immunity and anti-
cancer cytotoxic responses. This provided us with further rationale
to test our hypothesis that targeting the PD-1/PD-L1 pathway
might be useful in abrogating the observed surgery-
induced immunosuppression. In our study, we also found that several immune checkpoints
including PD-1, PD-L1 and CTLA-4 were expressed at significantly
higher levels on the surface of 5-day expanded post-operative Th1
and Th1/17 cells compared with 5-day expanded pre-operative T
cells. Discussion This might suggest that post-operative T cells may be more
prone to T cell exhaustion, creating a rationale for administering
ICB in the post-operative setting as the target of ICB would be more
highly expressed. Additionally, this potentially implicates the PD-1/
PD-L1 pathway as a mediator of the decrease in anti-tumour Th1
cells and reduced cytotoxic ability of expanded circulating
lymphocytes. Complementary findings were identified in a lung
cancer study, where PD-1 expression was upregulated on T cells
following surgical resection (9). Th1/17 immune cells have potent anti-tumour properties which
combine the cancer-fighting properties of Th1 cells and the ability
of Th17 cells to self-renew and regenerate (15). In our study, single
agent ipilimumab significantly decreased PD-1 expression on the
surface of Th1/17 cells. The reduction in PD-1 expression may
prevent inhibition or exhaustion of these potent anti-tumour cells. The landmark CheckMate 577 phase III trial found that
adjuvant nivolumab significantly improved patient outcomes,
doubling disease-free survival following surgical resection of
oesophageal or gastroesophageal cancers compared to placebo in
patients who had received neoadjuvant chemoradiotherapy (6). Additionally, the adverse effect profile was favourable (6). Our
findings complement those of that trial, providing a mechanistic
rationale for the beneficial effects reported in CheckMate 577,
namely by identifying postoperative immunosuppression and
reduced anti-tumour cytotoxic ability of lymphocytes, which is
abrogated by the addition of ICB. We found that nivolumab had
significantly attenuated the depletion of Th1 cells and enhanced the
cytotoxic ability of expanded circulating PBMCs in the immediate
postoperative setting. A reduction in the cytotoxic ability of
lymphocytes in the immediate post-operative setting may likely
facilitate immune evasion of tumour cells, formation of
micrometastatic deposits and tumour recurrence. Our study
shows that use of ICB can enhance lymphocyte-mediated killing
of tumour cells both radiosensitive and radioresistant tumour cells,
which is critical given the high level of radiation resistance in
oesophageal (16) and gastric cancer patients (17). Considering the systemic tumour-promoting environment in
the body created during the post-operative period previously
characterised by an increase in pro-survival tumour factors, pro-
angiogenic and pro-inflammatory mediators, the ability to prevent
or abrogate the suppression of anti-tumour immunity would be a
useful tool in promoting cancer immune surveillance, preventing
the growth of micrometastatic disease and reduce the risk of cancer
recurrence (5, 7–9). Discussion Surgery creates a unique immune environment with
immunosuppressive, pro-inflammatory, pro-angiogenic and pro-
proliferative effects (7–9). Combining immunotherapy with surgery A
B
D
E
C
FIGURE 6
Nivolumab and ipilimumab enhanced lymphocyte-mediated killing of OE33 P and OE33 R cells in the immediate post-operative setting. (A) Experimental schematic. OE33 P and OE33 R cells were co-cultured with PBMCs isolated from cancer patients on POD 0 (n = 11) (B), 1 (n = 11)
(C), 7 (n = 11) (D) and week 6 (n = 4) (E) in an E:T ratio of 10:1 (100,000:10,000) for 48h. PBMCs were pre-activated using plate bound anti-CD3/28
in the presence or absence of nivolumab (niv) (10 µg/ml) or ipilimumab (ipi) (10 µg/ml) for 5 days. A CCK8 assay was used to determine the viability
of OE33P and OE33R cells. Two-way ANOVA statistical analysis for (B–E). *p<0.05, **p<0.01. B C C B D E E D E D FIGURE 6
Nivolumab and ipilimumab enhanced lymphocyte-mediated killing of OE33 P and OE33 R cells in the immediate post-operative setting. (A) Experimental schematic. OE33 P and OE33 R cells were co-cultured with PBMCs isolated from cancer patients on POD 0 (n = 11) (B), 1 (n = 11)
(C), 7 (n = 11) (D) and week 6 (n = 4) (E) in an E:T ratio of 10:1 (100,000:10,000) for 48h. PBMCs were pre-activated using plate bound anti-CD3/28
in the presence or absence of nivolumab (niv) (10 µg/ml) or ipilimumab (ipi) (10 µg/ml) for 5 days. A CCK8 assay was used to determine the viability
of OE33P and OE33R cells. Two-way ANOVA statistical analysis for (B–E). *p<0.05, **p<0.01. 12 12 Frontiers in Immunology frontiersin.org 10.3389/fimmu.2023.1150754 Davern et al. continued to increase 6 weeks post-surgery. Prior studies have also
identified an increase in immunosuppressive cytokines post-
operatively in other cancer types (5). Treg cells are a key producer
of this immunosuppressive cytokine which function to inhibit Th1
immune responses (12). Activation of the PD-1/PD-L1 pathway in
Th1 cells mediates their conversion into Treg cells via reduced STAT
activation (13). Our findings, identifying an increase in PD-L1
expression on Th1 cells in parallel with an increase in the circulating
levels of IL-10 in the immediate postoperative may suggest that the
PD-1 axis is a mechanism for decreasing Th1 cells and increasing Treg
cells post-operatively. Shigematsu et al (14), demonstrated that Treg
cells suppressed cytotoxic lymphocyte mediated-killing of tumour
cells. Frontiers in Immunology Discussion The authors observed that co-culturing Treg cells with
cytotoxic lymphocytes and tumor cells decreased tumor cell killing
and depletion of Treg cells in the co-culture system enhanced cytotoxic
lymphocyte mediated-tumor cell killing (14). to turn an immunosuppressive effect into a therapeutic opportunity
is an attractive and rational strategy. In the case of cancer resection,
this creates an ideal environment for the promotion of
micrometastatic residual disease, pro-tumorigenesis and tumour
recurrence (7, 8). recurrence (7, 8). The findings from our study supported the previously reported
immunosuppressive effects of tumour resection (5).Firstly, we
identified that an immunosuppressive phenotype prevailed in the
immediate postoperative setting. This was characterised by a
reduction in the frequency of expanded circulating Th1-like cells
post-operatively with a subsequent decrease in IFN-g production. Donlon et al, recently showed that systemic Th1 immune responses
were dampened in the post-operative setting illustrated by a decrease in
the circulating levels of Th1 cytokines such as IFN-g and IL-12p40 (5). Furthermore, our results suggested a potential role for ICs in
propagating these observed immunosuppressive effects, as we noted
an increase in the expression of PD-L1 on the surface of expanded
circulating Th1-like immune cells ex vivo one-week post-surgery. Previously, the immune checkpoint expression profile was
evaluated on circulating T cells immediately post-surgery and
identified that TIM-3 was upregulated on T cells immediately
post-surgery before returning to baseline by week 6 (5). In
contrast, PD-L1 immune checkpoint expression was not
upregulated on circulating T cells immediately post-surgery and
was indeed found to be downregulated on circulating T cells by
week 6 post-surgery (5). However, this study did not profile
immune checkpoint expression on T helper subsets, which may
explain the discrepancies (5). In summary, these results together
might indicate that the activation of Th1 immunity post-surgery
might be inhibited by upregulation of PD-L1 immune checkpoint
suggesting that blockade of the PD-1-PD-L1 axis may enhance Th1
immune responses post-surgery for this patient cohort. Moreover,
the results from this study revealed that the cytotoxic ability of
PBMCs was abrogated in the immediate post-operative setting by
day 7. The reduced killing ability of PBMCs against radiosensitive
and radioresistant tumour cells was observed, strengthening the
hypothesis that tumour resection dampens Th1 immunity and anti-
cancer cytotoxic responses. This provided us with further rationale
to test our hypothesis that targeting the PD-1/PD-L1 pathway
might be useful in abrogating the observed surgery-
induced immunosuppression. Discussion Th1 cells play a pivotal role in performing cancer immune
surveillance and mediating anti-tumour immunity to firstly prevent
tumour formation and secondly eradicate tumours (10). Key Th1
mediators include IFN-g and GrB which are essential components in
the direct killing of tumour cells and inducing tumour cell apoptosis
(11). Furthermore, our findings identified a concomitant increase in
circulating levels of IL-10 in cancer patients post-operatively, which Frontiers in Immunology frontiersin.org 13 Davern et al. Davern et al. 10.3389/fimmu.2023.1150754 Of note we also observed that anti-PD-1 therapy enhanced anti-
tumour Th1-like immunity prior to surgery. The beneficial effect of
anti-PD-1 therapy in the neoadjuvant setting complements and
supports the favourable findings from clinical trials that led to the
FDA approval of nivolumab in combination with chemotherapy in
the neoadjuvant setting in oesophagogastric junctional carcinomas
providing supporting data for its efficacy. Our goal was to ask the
question if ICB might also be advantageous in the adjuvant setting
for promoting anti-tumour Th1-like immunity and abrogate the
immunosuppressive effects surgery has on anti-tumour Th1
responses which we found it to be the case. immunosuppressive window created by surgery in the post-
operative setting and the potential for ICB to harness the surgery-
induced wound healing response that tends to be tumour-promoting
and skew it towards a Th1-mediated immune response to prevent
cancer recurrence and improve survival outcomes. Publisher’s note All claims expressed in this article are solely those of the authors
and do not necessarily represent those of their affiliated
organizations, or those of the publisher, the editors and the
reviewers. Any product that may be evaluated in this article, or
claim that may be made by its manufacturer, is not guaranteed or
endorsed by the publisher. Our findings support existing literature in the creation of a
tumour-promoting, immunosuppressive environment within the
body following major OGJ oncologic surgery, including a depletion
of circulating Th1 cells, reduced anti-cancer cytotoxic ability of
lymphocytes and upregulation of immune checkpoint molecules
(19). Additionally, we found that the use of ICB within the post-
operative setting attenuated the surgery-mediated reduction in Th1
cytotoxic immunity. Given the poor prognosis associated with OGJ
cancers, and the recent beneficial effects identified using
ICB, the immediate post-operative period represents a viable
therapeutic window of opportunity. This study underlines the Author contributions Acknowledging that the numbers are too low to draw any
conclusions, we noted an interesting observation in the three
patient-derived PBMC samples that did not respond to nivolumab,
characterised by the absence of a nivolumab-mediated increase in
IFN-g production by PBMCs ex vivo. Responders were characterised
by an increase in IFN-g production by PBMCs ex vivo. Non-
responders had an overall higher expression of CTLA-4 on
CD4+Th1-like cells compared with responders to nivolumab on
POD 0 (14.0 vs 4.0%) (data not shown). Additionally, in all three
patients that did not respond to nivolumab the expression of CTLA-4
on CD4+ Th1 cells was increased after nivolumab treatment on POD
0 (14.0 and 23.0%, n=3), an effect that was not observed in patients
who responded to nivolumab (4.0 vs. 3.0%, n=7) (data not shown). This may suggest that nivolumab-mediated upregulation of CTLA-4
may be one mechanism inhibiting the nivolumab-mediated increase
in IFN-g production by PBMCs ex vivo. This supports a rationale for
dual blockade with nivolumab and ipilimumab to potentially help
overcome these inhibitory effects on IFN-g production by PBMCs. In
a previous study published by our lab, we reported that dual
nivolumab-ipilimumab treatment increased production of IFN-g
more substantially than single agent alone in oesophageal
adenocarcinoma patient-derived T cells ex vivo (18). MD and CG contributed equally to this work and share first
authorship. MD, CG, and ND wrote the manuscript. MD and ND
conceptualized the study. MD, CG, FO’C, BM, EM, AS, ND, JP, JL,
SGM, NLL, MGD and JY-T carried out experiments and data analysis. FO’C, EM, SR, ER, MGD, NLL, SGM, CB, LQ, CH, ET, EP, WB, JL,
NR, CD, JR contributed to sample acquisition. All authors contributed
to the article and approved the submitted version. Conflict of interest The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be
construed as a potential conflict of interest. Data availability statement The original contributions presented in the study are included
in the article/Supplementary Materials. Further inquiries can be
directed to the corresponding author. An interesting caveat we observed in this study was that ICB
only increased IFN-g and granzyme B production in expanded
PBMCs in only a subset of patients. This finding is reminiscent of
clinical response rates in that only a subset of patients will respond
to ICB. Correlative analysis between ICB-mediated IFN-g and GrB
production by expanded PBMCs with immune factors in patients’
serum uncovered that patient’s with a higher level of circulating
IFN-g on POD 0 correlated positively with increased production of
IFN-g and GrB by PBMCs on POD 0. This observation suggests that
these patients may have been pre-poised to have a better response to
ICB perhaps because they had a higher level of immune activation
against the tumour indicated by increased IFN-g levels in the blood. Ethics statement The studies involving human participants were reviewed and
approved by Tallaght University Hospital/St James Hospital. The
patients/participants provided their written informed consent to
participate in this study. Frontiers in Immunology Supplementary material The Supplementary Material for this article can be found online
at: https://www.frontiersin.org/articles/10.3389/fimmu.2023.1150754/
full#supplementary-material Frontiers in Immunology frontiersin.org 14 Davern et al. 10.3389/fimmu.2023.1150754 10.3389/fimmu.2023.1150754 Davern et al. References 10. Sakaguchi S, Wing K, Onishi Y, Prieto-Martin P, Yamaguchi T. Regulatory T
cells: how do they suppress immune responses? Int Immunol (2009) 21:1105–11. doi:
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fimmu.2020.587581 19. Davern M, Donlon NE, O'Connell F, Gaughan C, O'Donovan C. Acidosis significantly
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Psychometric properties of the Dutch version of the Evidence-Based Practice Attitude Scale (EBPAS)
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Psychometric properties of the Dutch version of the Evidence-Based Practice Attitude Scale
(EBPAS)
Sonsbeek, A.M.S. van; Hutschemaekers, G.J.M.; Veerman, J.W.; Kleinjan, M.; Aarons, G.A.;
Tiemens, B.G. 2015, Article / Letter to editor (Health Research Policy and Systems, 13, (2015), article 69)
Doi link to publisher: https://doi.org/10.1186/s12961-015-0058-z 2015, Article / Letter to editor (Health Research Policy and Systems, 13, (2015), article 69)
Doi link to publisher: https://doi.org/10.1186/s12961-015-0058-z 2015, Article / Letter to editor (Health Research Policy and Systems, 13, (2015), article 69)
Doi link to publisher: https://doi.org/10.1186/s12961-015-0058-z Version of the following full text: Publisher’s version
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To cite this publication please use the final published version (if applicable). To cite this publication please use the final published version (if applicable). van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69
DOI 10.1186/s12961-015-0058-z Open Access Psychometric properties of the Dutch
version of the Evidence-Based Practice
Attitude Scale (EBPAS) Maartje A. M. S. van Sonsbeek1,2*, Giel J. M. Hutschemaekers1,2, Jan W. Veerman1, Marloes Kleinjan3,
Gregory A. Aarons4,5 and Bea G. Tiemens1,2 Abstract Background: The Evidence-Based Practice Attitude Scale (EBPAS) was developed in the United States to assess
attitudes of mental health and welfare professionals toward evidence-based interventions. Although the EBPAS has
been translated in different languages and is being used in several countries, all research on the psychometric
properties of the EBPAS within youth care has been carried out in the United States. The purpose of this study was
to investigate the psychometric properties of the Dutch version of the EBPAS. Methods: After translation into Dutch, the Dutch version of the EBPAS was examined in a diverse sample of 270
youth care professionals working in five institutions in the Netherlands. We examined the factor structure with both
exploratory and confirmatory factor analyses and the internal consistency reliability. We also conducted multiple
linear regression analyses to examine the association of EBPAS scores with professionals’ characteristics. It was
hypothesized that responses to the EBPAS items could be explained by one general factor plus four specific factors,
good to excellent internal consistency reliability would be found, and EBPAS scores would vary by age, sex, and
educational level. Results: The exploratory factor analysis suggested a four-factor solution according to the hypothesized dimensions:
Requirements, Appeal, Openness, and Divergence. Cronbach’s alphas ranged from 0.67 to 0.89, and the overall scale
alpha was 0.72. The confirmatory factor analyses confirmed the factor structure and suggested that the lower order
EBPAS factors are indicators of a higher order construct. However, Divergence was not significantly correlated with
any of the subscales or the total score. The confirmatory bifactor analysis endorsed that variance was explained
both by a general attitude towards evidence-based interventions and by four specific factors. The regression analyses
showed an association between EBPAS scores and youth care professionals’ age, sex, and educational level. Conclusions: The present study provides strong support for a structure with a general factor plus four specific factors
and internal consistency reliability of the Dutch version of the EBPAS in a diverse sample of youth care professionals. Hence, the factor structure and reliability of the original version of the EBPAS seem generalizable to the Dutch version
of the EBPAS. © 2015 van Sonsbeek et al. Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. * Correspondence: m.van.sonsbeek@propersona.nl
1Behavioural Science Institute, Radboud University, Montessorilaan 3, 6525
HR Nijmegen, The Netherlands
2Pro Persona Centre for Education & Science (ProCES), Postbus 27, 6870 AA
Renkum, The Netherlands
Full list of author information is available at the end of the article Background There is increasing evidence that the values and
beliefs of professionals play an important role in the de-
gree to which innovations are initiated and incorpo-
rated into common practice [11,12]. On the one hand,
attitudes of professionals toward EBP can be a precur-
sor to the decision of whether or not to try a new prac-
tice [13,14], and if professionals do decide to try a new
practice, the affective or emotional component of atti-
tudes can impact decision processes regarding the ac-
tual implementation and use of the innovation [12]. On
the other hand, behaviour can influence attitudes [15]. Engaging in a behaviour, such as continued use of an
evidence-based intervention until familiarity is devel-
oped, using a data monitoring system to track specific
indicators of change, or attending collaborative meet-
ings with one’s peers, may change attitudes and beliefs
about EBP [5]. Previous studies [16-18] confirmed the four-factor
structure of the EBPAS in samples from the United
States. These studies also suggested adequate internal
consistency reliability for the EBPAS total score (Cron-
bach’s alpha ranging from 0.79 to 0.77) and good in-
ternal consistency reliability for the subscale scores
(Cronbach’s alpha ranging from 0.93 to 0.74) in three
samples. Only the Divergence subscale had a somewhat
lower reliability estimate (Cronbach’s alpha ranging from
0.66 to 0.59 across studies). Construct validity was sup-
ported, in part, by finding acceptable model-data fit for
confirmatory factor analysis (CFA) models in both United
States samples and a Greek sample [16-18,21,22]. Accept-
able fit indices were found for both a first-order structure
(in which the individual items loaded on four factors) and
a higher order structure (in which the four first-order fac-
tors were indicators of a more global higher order con-
struct). Construct validity was also supported by the
association of EBPAS scores with mental health clinic
structures and policies [18], culture and climate [23],
and leadership [24]. Evidence of content validity was
obtained by asking an expert panel to rate the relevance
of each item of the EBPAS for each proposed construct
[16]. Content validity was supported because every item In order to tailor implementation efforts to meet the
needs and characteristics of professionals in youth care
institutions, we have to consider professionals’ attitudes
toward adopting EBP [16,17]. Background steps of the EBP process [20] as defined by Sackett et al. [3]. Because most of our professionals are not trained in
these five steps, we chose to use an instrument that as-
sesses a general attitude toward using evidence-based
interventions. The dissemination and implementation of evidence-based
practice (EBP) to improve the quality of care and out-
comes for clients and their families is a critical concern
worldwide [1]. EBP is the integration of the best available
research with clinical expertise in the context of client
characteristics, culture, and preferences [2,3]. The purpose
of EBP is to promote effective psychological practice and
enhance public health by applying empirically supported
principles of psychological assessment, case formula-
tion, therapeutic relationship, and intervention. EBP
also holds the promise to increase cost-effectiveness
[4]. EBP may not only comprise the use of efficacious
interventions, but may also include innovations such as
data monitoring systems, alerts to target prescribing
practices, and routine outcome monitoring (ROM) with
feedback to clinicians [5-7]. The EBPAS consists of 15 items measured on a 5-
point Likert scale ranging from 0 (Not at all) to 4 (To a
very great extent). The items of the EBPAS are organized
into four dimensions. The Appeal subscale (four items)
assesses the extent to which the professional would
adopt an evidence-based intervention if it was intuitively
appealing, could be used correctly, or was being used by
colleagues who were happy with it. The Requirements
subscale (three items) assesses the extent to which the
professional would adopt an evidence-based intervention
if it was required by the supervisor, agency, or state. The
Openness subscale (four items) assesses the extent to
which the professional is generally open to trying new
interventions and would be willing to try or use more
structured or manualized interventions. The Divergence
subscale (four items) assesses the extent to which the
professional perceives evidence-based interventions as
not clinically useful and less important than clinical ex-
perience. The EBPAS total score is computed by first re-
verse scoring the Divergence scale item scores and then
computing the overall mean [17]. The EBPAS total
score represents one’s global attitude toward adoption
of evidence-based interventions. The higher the score,
the more positive the attitude toward evidence-based
interventions. Multiple factors at community, organizational, and in-
dividual levels influence the dissemination and implemen-
tation of EBP in real-world mental healthcare settings
[8-10]. Abstract Keywords: Attitude, EBPAS, Evidence-based practice, Professionals, Youth care * Correspondence: m.van.sonsbeek@propersona.nl
1Behavioural Science Institute, Radboud University, Montessorilaan 3, 6525
HR Nijmegen, The Netherlands
2Pro Persona Centre for Education & Science (ProCES), Postbus 27, 6870 AA
Renkum, The Netherlands
Full list of author information is available at the end of the article © 2015 van Sonsbeek et al. Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. Page 2 of 12 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 Background Aarons [18] developed the
Evidence-Based Practice Attitude Scale (EBPAS) to as-
sess professionals’ attitudes toward adopting EBP in
mental health and welfare settings. The EBPAS asks for
professionals’ feelings about using evidence-based inter-
ventions, which are defined as new types of therapy or
treatments and interventions with specific guidelines or
components that are outlined in a manual or that are to
be followed in a predetermined way. There are two other
instruments to assess the attitudes of professionals to-
ward adopting EBP. However, one is a non-validated sur-
vey questionnaire that was not designed to assess change
over time [19]. The other was developed to measure pro-
fessionals’ views about and implementation of the five Page 3 of 12 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 imperative to test the EBPAS in other countries to facili-
tate cross-cultural comparisons. Even though there are
similarities between youth care in the Netherlands and the
United States, such as types of disorders treated, substan-
tial differences exist regarding organizational structures,
financial barriers, types of services, training and back-
ground of professionals, and client attitudes [33]. was on average rated as at least moderately relevant,
important, and representative of the factor it was pur-
ported to assess. Criterion validity was supported by
studies showing that EBPAS scores predict adoption
and use of evidence-based interventions [14,25,26]. To
date, two studies have examined changes over time of
EBPAS scores, with both reporting little variation over
time [27,28]. The purpose of this study was to investigate the psy-
chometric properties of the Dutch version of the EBPAS. We first translated the EBPAS into Dutch and evaluated
the forward and back-translation. Second, we examined
the factor structure and internal consistency reliability of
the Dutch version of the EBPAS in a diverse sample of
youth care professionals. We hereby replicated the ex-
ploratory factor analysis and confirmatory factor ana-
lyses by Aarons et al. [16] and Aarons [18]. In addition,
we conducted a confirmatory bifactor analysis to evalu-
ate the plausibility of subscales, to determine the extent
to which the EBPAS total score reflects a single factor,
and to evaluate the feasibility of applying a unidimen-
sional model structure to a measure with heterogeneous
indicators. Third, we examined the association of EBPAS
scores with age, sex, and educational level of the profes-
sionals. Background Based on the literature [32], it was hypothesized
that (1) responses to the EBPAS items could be explained
by one general factor (attitude toward evidence-based
interventions) plus four specific factors (Requirements,
Appeal, Openness, and Divergence), (2) good to excel-
lent internal consistency reliability would be found, (3)
EBPAS scores would vary by age (with older profes-
sionals scoring higher on the Requirements, Openness,
and Divergence subscales and lower on the EBPAS total
score), (4) EBPAS scores would vary by sex (with women
scoring higher on the Appeal and Requirements subscales
and EBPAS total score), and (5) EBPAS scores would vary
by educational level (with professionals with university
education scoring higher on the Appeal and Openness
subscales and lower on the Requirements subscale). Furthermore, several studies have examined EBPAS
scores in relation to individual differences between profes-
sionals (e.g. education, level of experience, age, discipline,
and sex) and organizational characteristics (e.g. structures
and policies, climate and culture, and leadership). Higher
educational attainment was associated with a lower likeli-
hood of adopting evidence-based interventions if re-
quired, greater willingness to adopt given the appeal of
evidence-based interventions, and more general open-
ness to evidence-based interventions [16,24,29,30]. As
with educational attainment, years of experience was
associated with lower Requirements scores but also as-
sociated with lower Openness and EBPAS total scores
[16,29]. Years of experience was related to higher Di-
vergence scores for autism early intervention profes-
sionals [29] and lower Divergence scores for mental
health professionals [16]. Contrasting educational at-
tainment with years of experience demonstrated differ-
ent patterns suggesting a more restrained openness to
adopting an evidence-based intervention for those with
higher educational attainment and lower enthusiasm
for an evidence-based intervention given more on-the-
job experience [16]. Results concerning differences by
age, discipline, and sex were inconsistent. Some studies
found that older professionals had higher Requirements
[16] and Openness scores [23], while other studies
found that younger professionals had higher EBPAS
total scores [21,31]. However, older professionals also
had higher Divergence scores [23]. The relationship be-
tween age and attitude toward evidence-based interven-
tions is possibly affected by job tenure. Concerning
discipline, one study did not find any difference in
EBPAS scores [18], but another study in a United States
nationally representative sample found that profes-
sionals trained in social work had higher Openness and
EBPAS total scores than professionals trained in psych-
ology [16]. Background Sex differences were absent in two studies
[18,21], but in two other studies women had higher Ap-
peal, Requirements, and EBPAS total scores [16,24]. Participants
l
f A total of 276 youth care professionals completed the
survey. The results of six professionals were excluded;
one endorsed two answers for most items, one com-
pleted the survey twice, one was not a clinician, and
three filled out 0 (Not at all) for all items. Filling out
Not at all for every item (straight lining), produced in-
consistent results such as “I do not know better than
academic researchers how to care for my clients” con-
trary to “I am not willing to use new and different types
of therapy/interventions developed by researchers”. Thus,
the final sample size consisted of 270 professionals. Of the respondents, 140 (51.9%) worked in a mental
healthcare institution and 130 (48.1%) worked in a child
welfare institution. Data on age, sex, and educational
level were missing for 85 (31.5%), 30 (11.1%), and 44
(16.3%) respondents, respectively. The mean age of the
remaining respondents was 43.15 years (SD = 11.03;
range, 23–63) and 71.3% (n = 171) were female. The re-
spondents’ primary discipline was education (n = 78;
34.5%),
psychology
(n = 66;
29.2%),
nursing
(n = 33;
14.6%), social work (n = 12; 5.3%), medicine (psychia-
trists and physicians; n = 12; 5.3%), non-verbal therapies
(e.g. psychomotor therapy; n = 10; 4.4%), teaching (n = 8;
3.5%), and other (n = 7; 3.1%). Because of the relatively
few professionals within each discipline, we created
groups based on level of education. This resulted in two
groups: higher vocational education (education, nursing,
social work, non-verbal therapies, and teaching; n = 125;
55.3%) and university education (education, psychology,
and medicine; n = 94; 41.6%). The ‘other’ category was
excluded from the analyses (n = 7; 3.1%). For each participating institution an appointment was
made to discuss how and when the EBPAS was assessed. The first two institutions and one department of the
third institution preferred a pen and paper survey of the
EBPAS. The coordinators of these institutions and this
department scheduled the survey sessions within regular
team meetings. The surveys were administered to the
whole group of professionals at these meetings. After the
meetings, the professionals returned the survey in an en-
velope which was sent to the principal investigator. The
other department of the third institution and the fourth
and fifth institution preferred a web-based survey of
the EBPAS. Methods
Setting
Th The present study took place within the Academic
Center Youth Nijmegen (ACYN), a multidisciplinary col-
laboration between the Radboud University and multiple
youth
care
institutions
in
the
South-East
of
the
Netherlands. One of the main aims of ACYN is improv-
ing the care for youth by making this care more evi-
dence based. Among other things, ACYN stimulates the
youth care institutions to use more evidence-based inter-
ventions and innovations such as ROM with feedback to
clinicians. The coordinators of seven youth care institu-
tions were contacted and the study was described to them
in detail. Permission was sought to survey the profes-
sionals of the collaborating departments. Five institutions Although the EBPAS has been translated to different
languages and is currently being used in several coun-
tries (e.g. in Iran, Israel, Japan, Korea, Norway, Romania,
and Sweden), a Dutch version of the EBPAS has not yet
become available [32]. Further, all research on the
psychometric properties of the EBPAS within youth
care has been carried out in the United States. It is Page 4 of 12 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 agreed to participate: one large mental healthcare institu-
tion and four institutions for child welfare. retrieving information from the electronic personal files
and in reaching professionals of specific locations, as
well as absence of professionals after filling out the
EBPAS, it was not possible to obtain demographic in-
formation of all professionals. Participants
l
f The professionals of this department and
these institutions received a personalized survey invita-
tion email with a web-link to electronic questionnaire
system NetQuestionnaires version 6.5 [34]. Profes-
sionals who did not respond within a week received a
reminder email. After the surveys were completed, the
answers were automatically saved in the electronic ques-
tionnaire system. The data were exported to an SPSS file. Data collection was conducted from November 2011
through November 2012. Procedure With permission of the original author (GAA), a Dutch
version of the EBPAS was constructed. First, a forward
translation was conducted. The EBPAS was translated
into Dutch by the first and last author of this article. The authors emphasized conceptual equivalence of the
questionnaire rather than literal translation. Then, a
back-translation was made by a bilingual, native English-
speaking translator. The first and last author of this art-
icle compared the back-translation with the original
version and discussed the differences. Subsequently, an-
other bilingual, native English-speaking translator made
a literal Dutch translation of the original version, com-
pared the first Dutch translation with the second Dutch
translation, and compared the differences with the ori-
ginal version of the EBPAS. It was concluded that no
significant differences appeared during the translation
process. Only small adjustments were suggested, which
were incorporated by the first and last author of this
article. The final Dutch version of the EBPAS can be
obtained from the first author. Exploratory factor analysis (EFA) Exploratory factor analysis (EFA) We examined descriptive statistics (means and standard
deviations) at the item level, for the EBPAS subscales, and
the EBPAS total score. We also examined item-total cor-
relations. Internal consistency reliability was examined
using Cronbach’s alpha. An EFA was conducted using data from the randomly
selected half of the sample (n = 127). The EFA suggested
a four-factor solution in accordance with simple structure
criteria, scale reliabilities, and parallel analysis. The EFA
model accounted for 61% of the variance in the data. Table 1 shows overall means and standard deviations,
item-total correlations, eigenvalues, internal consistency
reliabilities, and item loadings for each of the scales. Cron-
bach’s alphas ranged from 0.67 to 0.89, showing acceptable
to good values for the different subscales. The overall scale
alpha was 0.72. The factors represented four subscales of
attitudes toward adoption of evidence-based interventions
in keeping with the hypothesized dimensions: Require-
ments (three items, α = 0.89), Appeal (four items; α =
0.75), Openness (four items; α = 0.77), and Divergence
(four items; α = 0.67). Item analyses showed that the reli-
ability coefficient for all the subscales would not signifi-
cantly improve by removing items from the subscale. To assess the factor structure of the Dutch version
of the EBPAS, we first replicated the analyses by
Aarons et al. [16] and Aarons [18]. Two separate fac-
tor analytic procedures were conducted. The sample
was divided by randomly selecting approximately 50%
of cases and assigning cases to either an exploratory
(n = 127) or confirmatory (n = 143) analysis group. An
exploratory factor analysis (EFA) was conducted on
the one half of the sample using Principal Axis Factor-
ing in order to partition systematic and error variance
in the solution [37,38]. Promax oblique rotation was
used allowing for factor intercorrelations [37]. Items
were retained on a factor if they loaded at least 0.32 on
the primary factor and less than 0.32 on all other factors
[39]. Item-total correlations and scale reliabilities were
also used to assess scale structure. Confirmatory factor
analyses CFA were conducted on the other half of the
sample to test the factor structure derived in the EFA. Be-
cause
professionals
were
nested
within
institutions,
models were adjusted for the nested data structure using
the TYPE = COMPLEX procedure within MPlus (cf. [40]). Analyses
SPSS SPSS statistical software version 20 [35] was used for the
assessment of internal consistency reliability and the ex-
ploratory factor analysis. Mplus software version 6 [36]
was used for the confirmatory factor analyses, confirma-
tory bifactor analysis, and multiple linear regression ana-
lyses. For one respondent (0.4%), data of seven questions
were missing. These missing data were handled in SPSS
by imputing the missing values through expectation
maximization, which makes use of all available data in
estimating parameters. We used the imputed dataset for
our analyses. Because we used two different data collec-
tion methods, we also tested for differences in mean
total score between the pen and paper group and the
web-based group in SPSS. Since we found no differences After the data collection was finished, the coordinators
of the institutions received an overview of participating
professionals. Subsequently, the coordinators collected
information about the age, sex, and education of the
professionals through the electronic personal files of
the institutions. If demographic information was miss-
ing, the coordinators directly asked the professionals to
provide the information. Due to technical issues with Page 5 of 12 Page 5 of 12 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 we have merged the results of both groups for the
analyses. Exploratory factor analysis (EFA) First-order confirmatory factor analysis (CFA)
A first-order CFA was conducted using data from the
other randomly selected half of the sample (n = 143),
specifying the factor structure identified in the EFA. CFA items were constrained to load only on the primary
factor indicated in the EFA, thus providing a highly
stringent test of the factor structure. As in the EFA, fac-
tor intercorrelations were allowed. CFA factor loadings
confirmed the EFA-based a priori factor structure and
the model demonstrated acceptable fit (χ2(84) = 179.17,
CFI = 0.90, TLI = 0.87, RMSEA = 0.09, SRMR = 0.08) fur-
ther supporting the original EBPAS factor structure. Fac-
tor loadings ranged from 0.40 to 0.99 and all factor
loadings were statistically significant. Factor intercorrela-
tions ranged from 0.04 to 0.50. The Openness subscale
had a weak positive correlation with the Requirements
subscale (r = 0.33, P <0.01) and a moderate positive cor-
relation with the Appeal subscale (r = 0.51, P <0.01). The
Divergence subscale had no significant correlations with
the Requirements (r = 0.04, P >0.05), Appeal (r = −0.05,
P >0.05), or Openness (r = −0.23, P >0.05) subscales. The
results of the first-order CFA are shown in Figure 1. In addition, we conducted a confirmatory bifactor ana-
lysis with the following features [41,42]: (1) each item
had a non-zero loading on both the general factor and
the specific factor that it was designed to measure, but
zero loadings on the other specific factors, (2) the spe-
cific factors were uncorrelated with each other and with
the general factor, and (3) all error terms associated with
the items were uncorrelated. The model was identified
by fixing the variance of each latent factor to 1. Because
the observed variables are measured on a 5-point Likert
scale Robust Maximum Likelihood estimation was used. Commonly accepted rules of thumb for fit indices in
confirmatory factor analyses include a comparative fit
index (CFI) and Tucker–Lewis Index (TLI) value near
0.95 or greater, a root mean square error of approximation
(RMSEA) value near 0.06 or less, and a standardized root
mean square residual (SRMR) near 0.08 or less [43]. Second-order confirmatory factor analysis (CFA) Table 1 EBPAS subscale and item means, standard deviations, item-total correlations, eigenvalues, Cronbach’s alpha, and
exploratory factor analysis loadings Table 1 EBPAS subscale and item means, standard deviations, item-total correlations, eigenvalues, Cronbach’s alpha, and e and item means, standard deviations, item-total correlations, eigenvalues, Cronbach’s alpha, and n = 270 for means, standard deviations, item-total correlations, and Cronbach’s alpha; n = 127 for exploratory factor analysis and eige
SD, Standard deviation; EV, Eigenvalue; α, Cronbach’s alpha; factor loadings <0.30 are not shown. CFA among the total sample of professionals (n = 270). In
the total sample, the model could be identified, but the la-
tent variable covariance matrix was not positive definite. out of 15) were weaker for the general factor than for
the grouping factors and some loadings were negative. According to Reise et al. 44], if items primarily reflect
the general factor and have low loadings on the grouping
factors, subscales make little sense. However, when items
have substantial loadings on both the general factor and
the grouping factors, subscales will make sense. There-
fore, the findings indicate that variance is explained both
by a general factor (Attitude toward evidence-based in-
terventions) and by specific factors above and beyond
the general factor (Requirements, Appeal, Openness, and
Divergence). This further supports the original EBPAS fac-
tor structure. The results of the confirmatory bifactor ana-
lysis are shown in Figure 3. This indicated a correlation greater or equal to one be-
tween two variables: item 9 (intuitively appealing) and
item 10 (makes sense). By correcting the model for this
correlation, we found a good fit (χ2(85) = 146.48, CFI =
0.96, TLI = 0.95, RMSEA = 0.05, SRMR = 0.05) and our re-
sults exactly matched the results of Aarons et al. [16]. Fac-
tor loadings ranged from 0.45 to 0.99. All factor loadings
were statistically significant, except for Divergence on At-
titude (P = 0.21). The results of the second-order CFA are
shown in Figure 2. Second-order confirmatory factor analysis (CFA) Second order confirmatory factor analysis (CFA)
In replication of Aarons et al. [16], a second-order CFA
was conducted to test if all lower order EBPAS factors
are indicators of a higher order construct that might be
regarded as general attitude toward adoption of evidence-
based interventions. With data from the randomly se-
lected half of the sample that was used for the first-order
CFA (n = 143), the model could not be identified. Because
we assumed that our subgroup was too small for a
second-order CFA, we also conducted the second-order After identifying a measurement model with accept-
able fit, we examined the association of the Dutch
EBPAS subscale and total scores with characteristics of
the youth care professionals (i.e. age, sex, and educa-
tional level). Rather than replicating Aarons [18] mul-
tiple stage analytic approach, we replicated Aarons et al. [16] regression analyses because we already adjusted for
nested data with the TYPE = COMPLEX procedure
within MPlus. We used two-tailed tests. van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 Page 6 of 12 Table 1 EBPAS subscale and item means, standard deviations, item-total correlations, eigenvalues, Cronbach’s alpha, and
exploratory factor analysis loadings
EBPAS subscales and total
M
SD
Item-total correlation
EV
α
Scale 1
Scale 2
Scale 3
Scale 4
Requirements
2.38
0.78
4.19
0.89
Agency required
2.36
0.86
0.67
0.97
Supervisor required
2.41
0.84
0.60
0.85
State required
2.37
0.87
0.63
0.76
Appeal
3.13
0.54
1.94
0.75
Makes sense
3.22
0.71
0.44
0.84
Intuitively appealing
3.09
0.78
0.46
0.74
Get enough training to use
3.18
0.68
0.50
0.37
Colleagues happy with intervention
3.03
0.71
0.53
0.60
Openness
2.63
0.62
1.56
0.77
Will follow a treatment manual
2.74
0.77
0.59
0.66
Like new therapy types
2.57
0.78
0.43
0.58
Therapy developed by researchers
2.70
0.78
0.57
0.74
Therapy different than usual
2.51
0.87
0.60
0.52
Divergence
1.46
0.65
1.41
0.67
Research-based treatments not useful
1.15
0.86
0.41
0.48
Will not use manualized therapy
0.81
0.89
0.43
0.44
Clinical experience more important
2.07
0.91
0.25
0.66
Know better than researchers
1.81
0.98
0.32
0.56
EBPAS total
2.67
0.41
0.72
n = 270 for means, standard deviations, item-total correlations, and Cronbach’s alpha; n = 127 for exploratory factor analysis and eigenvalues. SD, Standard deviation; EV, Eigenvalue; α, Cronbach’s alpha; factor loadings <0.30 are not shown. Regression analyses
d l The bifactor model simultaneously assessed the specific
factors Requirements, Appeal, Openness, and Diver-
gence as well as the general factor Attitude toward
evidence-based interventions shared by those specific
factors. The bifactor model demonstrated a good fit
(χ2(75) = 107.37, CFI = 0.97, TLI = 0.96, RMSEA = 0.04,
SRMR = 0.04). The majority of the factor loadings were
statistically significant, except for items 3 and 6 on
Attitude (P = 0.38 and P = 0.83), and items 14 and 15 on
Appeal (P = 0.16 and P = 0.07). Most factor loadings (10 Regression models using the maximum likelihood estima-
tion with robust standard errors were used to assess the as-
sociation of EBPAS scores with characteristics of youth care
professionals. For these analyses, in order to enable a good
comparison with the study of Aarons et al. [16], the whole
sample was used in a first-order factor model. A second-
order factor model could not be identified because the
number of iterations was exceeded. The results are shown
in Table 2. For the Requirements subscale, willingness to van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 Page 7 of 12 Page 7 of 12 Figure 1 Confirmatory factor analysis model of the EBPAS. n = 143, χ2 (84) = 179.17, CFI = 0.90, TLI = 0.87, RMSEA = 0.09, SRMR = 0.08, *P < 0.05,
** P < 0.01; all factor loadings are significant at P < 0.01. Figure 1 Confirmatory factor analysis model of the EBPAS. n = 143, χ2 (84) = 179.17, CFI = 0.90, TLI = 0.87, RMSEA = 0.0
** P < 0.01; all factor loadings are significant at P < 0.01. adopt evidence-based interventions given the requirements
to do so decreased with higher levels of education. Control-
ling for age and sex, professionals with university education
scored significantly lower than professionals with higher vo-
cational education. For the Appeal subscale, no associations
with characteristics of youth care professionals were found. For the Openness subscale, greater openness to new prac-
tices was associated with higher levels of education. Con-
trolling for age and sex, professionals with university
education scored significantly higher than professionals
with higher vocational education. Finally, for the Diver-
gence subscale, greater divergence between evidence-based interventions and current practice was associated with
being older, being male, and lower levels of education. Regression analyses
d l While holding constant other variables in the model, older
professionals scored significantly higher than younger pro-
fessionals, males scored significantly higher than females,
and professionals with higher vocational education scored
significantly
higher
than
professionals
with
university
education. Discussion The current study contributes to the development
and cross-validation of the EBPAS by examining the van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 Page 8 of 12 Figure 2 Second-order confirmatory factor analysis model of the EBPAS. n = 270, χ2 (85) = 146.48, CFI = 0.96, TLI = 0.95, RMSEA = 0.05,
SRMR = 0.05; All factor loadings are significant at P < 0.01, except for Divergence on Attitude (in italics; P = 0.21). Estimation of correlated
residuals between two Appeal subscale items is indicated by a double-headed arrow. Figure 2 Second-order confirmatory factor analysis model of the EBPAS. n = 270, χ2 (85) = 146.48, CFI = 0.96, TLI = 0.95, RMSEA = 0.05,
SRMR = 0.05; All factor loadings are significant at P < 0.01, except for Divergence on Attitude (in italics; P = 0.21). Estimation of correlated
residuals between two Appeal subscale items is indicated by a double-headed arrow. consistency reliability and the mean loading of items on
their predicted factors was substantial to good. These find-
ings are highly congruent with studies of the original ver-
sion of the EBPAS conducted in the United States [32]. psychometric properties of the Dutch version of the
EBPAS. Besides that, the present research is the first to
assess a bifactorial solution of attitude toward evidence-
based interventions. The results provide strong support
for a structure with a general factor plus four specific
factors of the Dutch version of the EBPAS in a diverse
sample of youth care professionals of both a mental
healthcare institution and institutions for child welfare. The general factor is attitude toward evidence-based in-
terventions and the specific factors involve willingness
to adopt evidence-based interventions given the intuitive
appeal, willingness to adopt evidence-based interventions
if required, general openness toward evidence-based inter-
ventions, and perceived divergence of usual practice with
evidence-based interventions. The EBPAS total score and
subscale scores demonstrated acceptable to good internal Generally consistent with previous findings, Openness
subscale scores were positively correlated with Appeal
and Requirements subscale scores. Professionals who are
more open toward adoption of evidence-based interven-
tions may also endorse positive attitudes toward the intui-
tive appeal of these interventions and the requirements to
adopt these interventions. Discussion Contrary to previous findings,
we did not find a statistically significant correlation be-
tween the extent to which professionals would adopt
evidence-based interventions if they were intuitively ap-
pealing and if they were required. The Divergence subscale
was not significantly correlated with any of the other van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 Page 9 of 12 Figure 3 Confirmatory bifactor analysis model of the EBPAS. n = 270, χ2 (75) = 107.37, CFI = 0.97, TLI = 0.96, RMSEA = 0.04, SRMR = 0.04; All
factor loadings are significant at P < 0.05, except for items ‘Clinical experience important’ and ‘Know better than researchers’ on the general factor
(in italics; P = 0.83 and P = 0.38), and items ‘Colleagues like it’ and ‘Enough training’ on Appeal (in italics; P = 0.16 and P = 0.07). Figure 3 Confirmatory bifactor analysis model of the EBPAS. n = 270, χ2 (75) = 107.37, CFI = 0.97, TLI = 0.96, RMSEA = 0.04, SRMR = 0.04; All
factor loadings are significant at P < 0.05, except for items ‘Clinical experience important’ and ‘Know better than researchers’ on the general factor
(in italics; P = 0.83 and P = 0.38), and items ‘Colleagues like it’ and ‘Enough training’ on Appeal (in italics; P = 0.16 and P = 0.07). required. Moreover, we did not find a statistically signifi-
cant correlation between the Divergence subscale and the
general Attitude toward adoption of evidence-based inter-
ventions. While the three distinct dimensions Require-
ments, Appeal and Openness possibly address a common subscales. Therefore, the extent to which professionals per-
ceive evidence-based interventions as not clinically useful
does not appear to be meaningfully associated with open-
ness to evidence-based interventions, appeal of these inter-
ventions, and willingness to adopt these interventions if Table 2 Association of characteristics of youth care professionals with EBPAS scores
Requirements (R2 = 0.01)
Appeal (R2 = 0.02)
Openness (R2 = 0.06)
Divergence (R2 = 0.15)
Variable
ß
b
z
ß
b
z
ß
b
z
ß
b
z
Age
0.025
0.001
0.32
–0.031
−0.001
−0.54
–0.153
−0.003
−1.11
0.262
0.005
4.18**
Sex
0.039
0.047
1.18
–0.137
−0.141
−1.70
–0.153
−0.112
−1.62
0.223
0.170
1.97*
Educational level
–0.101
−0.100
−2.99**
0.060
0.051
1.31
0.137
0.082
3.93**
–0.232
−0.145
−3.05**
Reference groups for dummy-coded variables are as follows: sex reference is female and discipline reference is higher vocational education. Discussion social work, psychology, marriage and
family therapy, nursing) in the United States, and this
has been developing for a longer period of time than in
the Netherlands. Besides this, males and older professionals reported
more perceived divergence than females and younger
professionals. The sex difference is in contrast to studies
with the original version of the EBPAS, in which this ef-
fect was not found [32]. This suggests that additional re-
search is needed to explore when, where, and why sex
differences in attitudes toward evidence-based interven-
tions might operate. The age difference is in accordance
with one earlier study [23]. It is conceivable that younger
professionals, like professionals with a university degree,
are more familiar with evidence-based interventions be-
cause they have had more prior exposure to these inter-
ventions during their education than older professionals
[48]. Being older may result in giving more importance
to own clinical experience and less appreciation of
research-based interventions. Some limitations should be noted. First, the sample
was not large and thus statistical power was limited. Fur-
ther, data on age was missing for almost one-third of the
respondents and data about level of experience was not
available, limiting the direct comparisons that could be
made with previous studies. Additionally, only one men-
tal healthcare organization was included; although this
was a large one, caution should be exercised when inter-
preting the generalizability to other mental healthcare
institutions. Furthermore, while our sample consisted of
professionals of a mental healthcare institution and insti-
tutions for child welfare, our findings may not generalize
to professionals in individual practice or to other sectors. Finally, because only information about respondents was
available, it was not possible to compare respondents
with non-respondents to examine a potential non-
response bias. The results also demonstrated associations between
EBPAS scores and characteristics of youth care profes-
sionals. Professionals with university education scored
higher on Openness and lower on both Requirements
and Divergence than professionals with higher voca-
tional education. Professionals with university education
may have received more education related to evidence-
based interventions. In addition, it is likely that the
drawbacks of overreliance upon unsystematic clinical
observations and experience alone, were raised. It may
also be that professionals with university education
have
had
more
training
and
applied
practice
in
evidence-based interventions. Discussion *P <0.05, ** P <0.01. Table 2 Association of characteristics of youth care professionals with EBPAS scores Page 10 of 12 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 Page 10 of 12 attitude toward evidence-based interventions, Divergence
seems to be a separate construct in the Dutch sample. report more openness and less divergence. However,
professionals with university education also seem less
willing to adopt evidence-based interventions if re-
quired. It may be that professionals with additional
education and practice are more autonomous and as-
sertive in making independent decisions about utilizing
evidence-based interventions [16] and therefore less
willing to accept external pressure than their colleagues
with lower education. Possible explanations for the finding that the Diver-
gence factor loading was not statistically significant in
the higher order model might lie in cultural, political
and/or time differences between youth care institutions
in the United States and the Netherlands. A possible
cultural difference is that Dutch professionals may view
research as separate from using evidence-based inter-
ventions [45,46]. There are three items in the EBPAS
that explicitly use the term “research/researchers”: two
items of the Divergence subscale (“Research-based treat-
ments/interventions are not clinically useful” and “I know
better than academic researchers how to care for my
clients”) and one item of the Openness subscale (“I am
willing to use new and different types of therapy/inter-
ventions developed by researchers”). The item scores of
the Dutch sample appear to be somewhat higher on the
first two items and somewhat lower on the last item
compared to scores found in the United States samples. Dutch professionals may feel more discrepancy between
their clinical views and scientific results or perceive re-
search as confining their ability to make independent
decisions about therapy, while they still can be open to
evidence-based interventions, can find these interven-
tions appealing, and are willing to adopt these interven-
tions if required. A possible time difference is that
evidence-based interventions may be more widely dis-
seminated and implemented in the United States than
in the Netherlands. The main body of research about
attitudes toward evidence-based interventions (begin-
ning in 2004) is from the United States, exposure to the
concept and meaning of evidence-based interventions
may be more common across different professional dis-
ciplines (e.g. Acknowledgements This study was funded in part by a grant from ZonMw, the Dutch organization
for Health Research and Development (Grant Number 157031002). The authors
would like to thank the youth care institutions and professionals that participated
in the study and made this work possible. Abbreviations
ACYN A
d
i 11. Damanpour F. Organizational innovation: a meta analysis of effects of
determinants and moderators. Acad Manage J. 1991;34(3):555–90. 12. Frambach RT, Schillewaert N. Organizational innovation adoption: a multi-
level framework of determinants and opportunities for future research. J Bus
Res. 2002;55(2):163–76. ACYN: Academic Center Youth Nijmegen; CFA: Confirmatory factor analysis;
CFI: Comparative fit index; EBP: Evidence-based practice; EBPAS: Evidence-
Based Practice Attitude Scale; EFA: Exploratory factor analysis; RMSEA: Root
mean square error of approximation; ROM: Routine Outcome Monitoring;
SRMR: Standardized root mean square residual; TLI: Tucker–Lewis Index. 12. Frambach RT, Schillewaert N. Organizational innovation adoption: a multi-
level framework of determinants and opportunities for future research. J Bus
Res. 2002;55(2):163–76. 13. Fishbein M, Hennessy M, Yzer M, Douglas J. Can we explain why some
people do and some people do not act on their intentions? Psychol Health
Med. 2003;8(1):3–18. doi:10.1080/1354850021000059223. 13. Fishbein M, Hennessy M, Yzer M, Douglas J. Can we explain why some
people do and some people do not act on their intentions? Psychol Health
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50. Admin Pol Ment Health. 2012;39(5):331–40. doi:10.1007/s10488-010-0302-3. 2. APA Presidential Task Force on Evidence-Based Practice. Evidence-based
practice in psychology. Am Psychol. 2006;61(4):271–85. doi:10.1037/0003-066X.61.4.2712. 2. APA Presidential Task Force on Evidence-Based Practice. Evidence-based
practice in psychology. Am Psychol. 2006;61(4):271–85. doi:10.1037/0003-066X.61.4.2712. 3. Sackett DL, Rosenberg WMC, Gray JAM, Haynes RB, Richardson WS. Evidence based medicine: what it is and what it isn’t. Br Med J. 1996;
312(7023):71–2. 3. Sackett DL, Rosenberg WMC, Gray JAM, Haynes RB, Richardson WS. Evidence based medicine: what it is and what it isn’t. Br Med J. 1996;
312(7023):71–2. ACYN: Academic Center Youth Nijmegen; CFA: Confirmatory factor analysis;
CFI: Comparative fit index; EBP: Evidence-based practice; EBPAS: Evidence-
Based Practice Attitude Scale; EFA: Exploratory factor analysis; RMSEA: Root
mean square error of approximation; ROM: Routine Outcome Monitoring;
SRMR: Standardized root mean square residual; TLI: Tucker–Lewis Index. Discussion More research
is needed to confirm associations between EBPAS scores
and characteristics of youth care professionals, structures
and policies of youth care institutions, culture and climate,
and leadership. Furthermore, the sensitivity to change of
the Dutch version of the EBPAS should be investigated to
be able to examine how attitudes towards evidence-based
interventions might influence behaviour, how behaviour
might influence change in attitudes, and whether attitudes
predict adoption, implementation, and sustainment of
evidence-based interventions. Finally, for implementation
of evidence-based interventions within youth care, it will
be useful to examine factors that might moderate the rela-
tionship between attitudes and behaviour. Such behav-
iours are not limited to the use of efficacious treatment
models, but can also include use of innovations such as
data monitoring systems, alerts to target prescribing prac-
tices, and ROM. Although the referent for the EBPAS are
interventions that have research support and may be man-
ualized and structured, attitudes towards these interven-
tions can also reflect attitudes toward other clinical
innovations. Using information obtained by the Dutch
version of the EBPAS may ultimately enable a better tai-
loring of implementation efforts to the readiness of youth
care professionals to adopt evidence-based initiatives. Authors’ contributions MAMSS, GJMH, JWV and BGT conceptualized the specific research questions
and analytic approach for this manuscript. MAMSS and BGT were responsible
for the translation of the EBPAS into Dutch. Analyses were conducted by
MAMSS and MK. MAMSS wrote the first draft of the manuscript, and all
authors edited and revised portions of the manuscript. All authors read and
approved the final manuscript. The Dutch version of the EBPAS is available
from the first author. Conclusions Glisson C, Schoenwald SK. The ARC organizational and community
intervention strategy for implementing evidence-based children’s
mental health treatments. Ment Health Serv Res. 2005;7(4):243–59. doi:10.1007/s11020-005-7456-1. 9. Glisson C, Schoenwald SK. The ARC organizational and community
intervention strategy for implementing evidence-based children’s
mental health treatments. Ment Health Serv Res. 2005;7(4):243–59. doi:10.1007/s11020-005-7456-1. 10. Raghavan R, Bright CL, Shadoin AL. Toward a policy ecology of
implementation of evidence-based practices in public mental health
settings. Implement Sci. 2008;3:26. doi:10.1186/1748-5908-3-26. 10. Raghavan R, Bright CL, Shadoin AL. Toward a policy ecology of
implementation of evidence-based practices in public mental health
settings. Implement Sci. 2008;3:26. doi:10.1186/1748-5908-3-26. 11. Damanpour F. Organizational innovation: a meta-analysis of effects of
determinants and moderators. Acad Manage J. 1991;34(3):555–90. Author details
1 1Behavioural Science Institute, Radboud University, Montessorilaan 3, 6525
HR Nijmegen, The Netherlands. 2Pro Persona Centre for Education & Science
(ProCES), Postbus 27, 6870 AA Renkum, The Netherlands. 3Department of
Epidemiology, Trimbos Institute, Da Costakade 45, 3521 VS Utrecht, The
Netherlands. 4Department of Psychiatry, University of California, 9500 Gilman
Drive, San Diego, La Jolla, CA 92093-0812, USA. 5Child and Adolescent
Services Research Center, 3020 Children’s Way, San Diego, CA 92123, USA. Received: 20 February 2015 Accepted: 1 November 2015 Received: 20 February 2015 Accepted: 1 November 2015 Conclusions The present study provides strong support for the ori-
ginal four-factor structure and internal consistency reli-
ability of the Dutch version of the EBPAS in a diverse
sample of youth care professionals. This supports the
utility of the EBPAS in varied countries and settings. Be-
cause we focused on real-world professionals, the study
also provides support for ecological validity. 4. Barnoski R. Outcome evaluation of Washington State’s research-based
programs for juvenile offenders. Olympia, WA: Washington State Institute
for Public Policy; 2004. y
5. Aarons GA, Glisson C, Green PD, Hoagwood K, Kelleher KJ, Landsverk JA,
et al. The organizational social context of mental health services and
clinician attitudes toward evidence-based practice: a United States national
study. Implement Sci. 2012;7:56. doi:10.1186/1748-5908-7-56. 5. Aarons GA, Glisson C, Green PD, Hoagwood K, Kelleher KJ, Landsverk JA,
et al. The organizational social context of mental health services and
clinician attitudes toward evidence-based practice: a United States national
study. Implement Sci. 2012;7:56. doi:10.1186/1748-5908-7-56. y
6. Bickman L. A measurement feedback system (MFS) is necessary to improve
mental health outcomes. J Am Acad Child Adolesc Psychiatry. 2008;47(10):
1114–9. 6. Bickman L. A measurement feedback system (MFS) is necessary to improve
mental health outcomes. J Am Acad Child Adolesc Psychiatry. 2008;47(10):
1114–9. The study suggests four directions for future research. First, the factor structure of the Dutch version of the
EBPAS needs to be further established. Second, additional
research is needed to further establish the construct and
criterion validity of the Dutch version of the EBPAS. Third, the sensitivity to change of the Dutch version of
the EBPAS should be investigated. Finally, it is recom-
mended to examine factors that might moderate the rela-
tionship between attitudes and behaviour of youth care
professionals. 7. Bickman L, Kelley SD, Breda C, de Andrade AR, Riemer M. Effects of routine
feedback to clinicians on mental health outcomes of youths: results of a
randomized trial. Psychiat Serv. 2011;62(12):1423–9. 7. Bickman L, Kelley SD, Breda C, de Andrade AR, Riemer M. Effects of routine
feedback to clinicians on mental health outcomes of youths: results of a
randomized trial. Psychiat Serv. 2011;62(12):1423–9. 8. Greenhalgh T, Robert G, Macfarlane F, Bate P, Kyriakidou O. Diffusion of
innovations in service organizations: systematic review and recommendations. Milbank Q. 2004;82(4):581–629. 8. Greenhalgh T, Robert G, Macfarlane F, Bate P, Kyriakidou O. Diffusion of
innovations in service organizations: systematic review and recommendations. Milbank Q. 2004;82(4):581–629. 9. Discussion Professionals whose edu-
cation includes and emphasizes exposure to and train-
ing in research may be more likely to understand,
value, and utilize research [47]. Such professionals may This study has added to the knowledge about the
EBPAS in general and for the Netherlands specifically. To our knowledge, this is the first study that used the
EBPAS in the Netherlands. Additional research is needed
to further establish the factor structure of the Dutch ver-
sion of the EBPAS. Both the first-order structure and
higher order structure require more consideration and
investigation. Additionally, it is not clear if the factor
structure would vary for child mental health versus child
welfare professionals. Future research should examine
factor structure differences by professional primary dis-
cipline, level of experience, and sector. In addition, the van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 van Sonsbeek et al. Health Research Policy and Systems (2015) 13:69 Page 11 of 12 Page 11 of 12 construct and criterion validity of the Dutch version of
the EBPAS have to be further established. More research
is needed to confirm associations between EBPAS scores
and characteristics of youth care professionals, structures
and policies of youth care institutions, culture and climate,
and leadership. Furthermore, the sensitivity to change of
the Dutch version of the EBPAS should be investigated to
be able to examine how attitudes towards evidence-based
interventions might influence behaviour, how behaviour
might influence change in attitudes, and whether attitudes
predict adoption, implementation, and sustainment of
evidence-based interventions. Finally, for implementation
of evidence-based interventions within youth care, it will
be useful to examine factors that might moderate the rela-
tionship between attitudes and behaviour. Such behav-
iours are not limited to the use of efficacious treatment
models, but can also include use of innovations such as
data monitoring systems, alerts to target prescribing prac-
tices, and ROM. Although the referent for the EBPAS are
interventions that have research support and may be man-
ualized and structured, attitudes towards these interven-
tions can also reflect attitudes toward other clinical
innovations. Using information obtained by the Dutch
version of the EBPAS may ultimately enable a better tai-
loring of implementation efforts to the readiness of youth
care professionals to adopt evidence-based initiatives. construct and criterion validity of the Dutch version of
the EBPAS have to be further established. Competing interests Bifactor models and rotations: exploring
the extent to which multidimensional data yield univocal scale scores. J
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debat dat maar geen debat wil worden. Tijdschr Psychother. 2011;37(4):
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Shackelford J, et al. Statewide adoption and initial implementation of 14. Henggeler SW, Chapman JE, Rowland MD, Halliday-Boykins CA, Randall J,
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and take full advantage of:
• Convenient online submission
• Thorough peer review
• No space constraints or color figure charges
• Immediate publication on acceptance
• Inclusion in PubMed, CAS, Scopus and Google Scholar
• Research which is freely available for redistribution
Submit your manuscript at
www.biomedcentral.com/submit Submit your next manuscript to BioMed Central
and take full advantage of:
• Convenient online submission
• Thorough peer review
• No space constraints or color figure charges
• Immediate publication on acceptance
• Inclusion in PubMed, CAS, Scopus and Google Scholar
• Research which is freely available for redistribution
Submit your manuscript at
www.biomedcentral.com/submit Submit your next manuscript to BioMed Central
and take full advantage of: Submit your next manuscript to BioMed Central
and take full advantage of: • Convenient online submission • Thorough peer review 33. Sareen J, Jagdeo A, Cox B, Clara I, ten Have M, Belik S-L, et al. Perceived
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Landscape mapping at sub-Antarctic South Georgia provides a protocol for underpinning large-scale marine protected areas
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Scientific reports
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Oliver T. Hogg1,2,3, Veerle A. I. Huvenne2, Huw J. Griffiths1, Boris Dorschel4 & Katrin Linse1 Global biodiversity is in decline, with the marine environment experiencing significant and increasing
anthropogenic pressures. In response marine protected areas (MPAs) have increasingly been adopted
as the flagship approach to marine conservation, many covering enormous areas. At present, however,
the lack of biological sampling makes prioritising which regions of the ocean to protect, especially
over large spatial scales, particularly problematic. Here we present an interdisciplinary approach to
marine landscape mapping at the sub-Antarctic island of South Georgia as an effective protocol for
underpinning large-scale (105–106 km2) MPA designations. We have developed a new high-resolution
(100 m) digital elevation model (DEM) of the region and integrated this DEM with bathymetry-
derived parameters, modelled oceanographic data, and satellite primary productivity data. These
interdisciplinary datasets were used to apply an objective statistical approach to hierarchically partition
and map the benthic environment into physical habitats types. We assess the potential application of
physical habitat classifications as proxies for biological structuring and the application of the landscape
mapping for informing on marine spatial planning. Rates of species extinction currently exceed those of speciation, leading to a decline in global biodiversity1–3. Anthropogenic activities are significant drivers of this decline4, with the marine environment experiencing sig-
nificant and increasing pressure from extractive industries such as fishing, marine deposit mining, and oil and
gas extraction, activities, which are increasingly proliferating into deep-sea environments5. Furthermore, the
world’s oceans are becoming warmer and more acidic6, driving changes in the distributions of marine species7,
and impinging on ecosystem services8,9.i p g
g
y
Under financial, political and social constraints, two key questions that precede any conservation strategy
are how and where to prioritise limited resources and effort to maximise the scientific robustness of conser-
vation strategies in an increasingly exploited, yet still poorly understood marine environment. In response to
international frameworks such as the Convention on Biological Diversity10, conservation efforts have increas-
ingly prioritised the protection of regions and ecosystems as a holistic and geopolitically achievable approach
to conservation. In recent years this has led to the establishment of several large-scale (105–106 km2) marine
protected areas (MPAs) at sites including Ascension Island (2016), Pitcairn Island (2015), South Georgia and
South Sandwich Islands (2012) and the Chagos Archipelago (2010). www.nature.com/scientificreports www.nature.com/scientificreports www.nature.com/scientificreports received: 23 March 2016
accepted: 18 August 2016
Published: 03 October 2016 Landscape mapping at sub-
Antarctic South Georgia provides
a protocol for underpinning large-
scale marine protected areas received: 23 March 2016
accepted: 18 August 2016
Published: 03 October 2016 Oliver T. Hogg1,2,3, Veerle A. I. Huvenne2, Huw J. Griffiths1, Boris Dorschel4 & Katrin Linse1 Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 www.nature.com/scientificreports/ www.nature.com/scientificreports/ biogeographical knowledge of the marine environment through in situ sampling is typically spatially very patchy
and in some instances, notably the deep sea, virtually non-existent.hi biogeographical knowledge of the marine environment through in situ sampling is typically spatially very patchy
and in some instances, notably the deep sea, virtually non-existent.hi y
p
y
This paucity in knowledge is particularly problematic for the scientific underpinning of large-scale MPA desig-
nations. Frequently, ambitious political and social demand for high-impact, low-cost and large-scale management
solutions conflict with scientific data that only support designation on localised scale, or in a generalised way
(i.e. a region is known to have high faunal diversity but little is known about its distribution). As a consequence,
MPA designation tends to be scientifically underpinned by the data that are available, but not scientifically driven
in their design. By default the spatial configuration of many MPAs therefore tends to be delineated by geopolitical
boundaries (e.g. extent of Exclusive Economic Zones) and located in often remote overseas territories that elicit
minimal stakeholder opposition. pp
In response to the challenge of limited biological data, habitat mapping can be used to greatly increase the
value of limited in situ data for marine conservation, by inferring associations between ground-truthed sam-
ple data, remotely sensed geophysical data (e.g. topography; surficial geology), and physical environmental data
(e.g. oceanography). In this way, in the absence of sufficient biological data, geophysical and biophysical attrib-
utes such as depth, substrate type, and geomorphology can act as useful surrogates for biological communities or
assemblages13. Analysis of the interaction between physical and biological variables helps create a more compre-
hensive spatial and temporal understanding of how biodiversity is structured across a region, and can help con-
strain the bio-physical processes driving this structuring. Furthermore remotely sensed data are typically orders
of magnitude faster and cheaper to collect per unit area than ground-truthed sample data14. g
p
p
g
p
Marine landscape mapping is a form of top-down habitat mapping that delineates and describes the marine
environment on the basis of physical characteristics. Biological data are then used to ground-truth the map to
test how effective proxy habitat classification is for modelling biological distributions. Marine landscape mapping
is often adopted as a broad-scale approach to habitat classification15,16, but is a technique with application across
spatial scales17–19. www.nature.com/scientificreports/ Through this approach, different geomorphic features such as canyons, pinnacles, rocky ridges
and muddy basins can be mapped, either for their own intrinsic conservation value20, or for use as proxies of par-
ticular types of benthic habitats21. This makes it a technique with potential application for assessing risk to benthic
communities and in the proposing of MPAs designations.h p
p
g
g
The waters surrounding the sub-Antarctic island of South Georgia are one of the largest recently designated
MPAs, and include one of the largest and most isolated continental shelf areas in the Southern Ocean. A combi-
nation of early separation from a continental land mass, a large shelf area, a high degree of geographic isolation,
and the proximity of nutrient-rich currents have led to the evolution of a biologically rich and distinct island22. In
2012 the region (including the South Sandwich Islands archipelago to the south-east) was designated an IUCN
category IV marine protected area, covering a total area of over one million km2,23.h g
y
p
g
The regional waters around South Georgia represent a particularly good model system in which to develop,
test, and implement a landscape mapping protocol. The region is one of a number of recent additions to the list
of extremely large-scale MPAs. There has been no concerted effort (expeditions to the region) with the specific
purpose of mapping physical habitats or biotopes. As such, all data from the region are (from a habitat mapping
perspective) based on opportunistic historical data collection. This is important in developing a protocol that has
transferability to other marine systems, as the suite of data available at South Georgia is comparable with most
other potential large-scale MPA sites. The existence of a number of comprehensive datasets including seabed
geophysical data; modelled oceanographic data, sediment data, and an extensive biological dataset provides an
ideal opportunity for interdisciplinary habitat mapping. In addition to being a good location to test landscape
mapping models, it is also an internationally important site to understand and conserve because of its speciose
and unique benthic fauna, commercially important fisheries and the presence of a globally important population
of higher predators12,22.h g
p
The aim of this study is to develop a fully automated and objective marine landscape mapping protocol that
adopts a hierarchically nested clustering approach to classify physical habitat types across spatial scales. www.nature.com/scientificreports/ This pro-
tocol should be robust, repeatable and have universal application for other proposed or established marine pro-
tected areas. It should also enable assessment of the ecological relevance of physical habitat classifications, their
application as proxies for benthic biological structuring, and as such the application of the landscape mapping
protocol for informing marine spatial planning. Oliver T. Hogg1,2,3, Veerle A. I. Huvenne2, Huw J. Griffiths1, Boris Dorschel4 & Katrin Linse1 The basis of many of these MPAs centre
on the presence of particularly vulnerable, keystone, or charismatic species; the presence of large numbers (or
proportions) of endemic species; and the presence of high biodiversity across taxonomic levels (i.e. biodiversity
hotspots)11,12. The scientific underpinning for the creation of such vast reserves is based predominantly on in situ
data such as biological sampling (e.g. by trawling, dredging and diving) and direct observation (e.g. by divers
or camera systems). In situ sampling and observation, however, is intrinsically expensive, time-consuming, and
logistically difficult, especially when attempting to cover large areas, inaccessible or remote regions. As such, 1British Antarctic Survey, Natural Environment Research Council, High Cross, Madingley Road, Cambridge, CB3 OET,
U.K. 2National Oceanography Centre, University of Southampton Waterfront Campus, European Way, Southampton
SO14 3ZH, Southampton, U.K. 3University of Southampton, Waterfront Campus, European Way, Southampton
SO14 3ZH, U.K. 4Alfred Wegener Institute, Helmholtz Centre for Polar and Marine Research, Mitte, Am Alten Hafen
26, 27568 Bremerhaven, Germany. Correspondence and requests for materials should be addressed to O.T.H. (email:
olgg@bas.ac.uk) Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 1 Methodology
S
d
T Study area. The greater South Georgia region, which forms the focus of this paper, is defined here by a
bounding box of ~900 km (45°E to 19°E) by ~580 km (63°S to 50°S), covering an area of 530,000 km2 (Fig. 1). The region includes the South Georgia shelf, the Shag Rock shelf (to the west of South Georgia), the surrounding
continental slopes and adjacent deep sea. It does not, however, extend to include the South Sandwich Islands
region of the SGSSI MPA. The rationale for this geographical delimitation at the expense of covering the entire > 1
million km2 of the SGSSI MPA was based on the limited spatial extent of input datasets (notably the modelled
oceanographic dataset). Data compilation. Bathymetry gridding process. We constructed a new high resolution (100 m) bathy-
metric grid of the South Georgia continental shelf, slope and surrounding open-ocean. The grid was derived
from multibeam and single-beam echo-sounding data compiled from numerous research institutes, universities
and commercial fisheries (see Supplementary materials Table 1). Given the diverse range of data sources, the
echo-sounding data varied greatly in terms of collection method, data quality, and file format. As such the process
of incorporating different data streams into the compilation varied depending on their provenance. p
gf
p
p
g
p
Data curated at the BAS Polar Data Centre and collected during 36 research cruises between 1994 and 2
were gridded at a 100m resolution using MB-System23. Unprocessed data from recent BAS cruises to the reg Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 2 www.nature.com/scientificreports/ Figure 1. The South Georgia and South Sandwich Island marine protected area. Dark green areas demark
the no-take zones around South Georgia, South Sandwich Islands, Shag Rocks and Clerke Rocks. Light green
indicates depths less than 700 m in which bottom fishing is prohibited. Hashed boxes with red border are
additional benthic closed areas established in 2013 in which bottom fishing is prohibited. The purple borders
around SSI are a 12nm pelagic no-take zone. The large black hashed area south of 60° S falls within the SGSSI
Maritime Zone in a region for which no fishing licenses are issued. In all other regions of the SGMZ bottom
fishing is prohibited with the sole exception of the narrow pale blue region which includes the depths between
700m and 2250m. Within this region bottom fishing is permitted by license. Methodology
S
d
T Single-beam bathymetry data were obtained from the UK Hydrographic Office
(UKHO), BAS and commercial fisheries vessels. The spatial coverage of respective datasets is summarised in
Fig. 2. g
As with a number of previous bathymetric compilations24–26 we used TOPOGRID to grid the digital ele-
vation model. TOPOGRID is an interpolation function in ArcGIS (version 10.1) built around the ANUDEM
algorithm27,28, which has been shown as an effective approach to integrating spatially discontinuous data with
different sampling densities whilst minimising standard error in the model26. The ANUDEM algorithm runs over
multiple iterative cycles. It starts by gridding data at a coarse spatial resolution before interpolating at successively
finer resolutions, until the pre-defined resolution (in this case 100m) is reached. TOPOGRID is particularly
well-suited to constraining fine-scale topographic features whilst imposing constraints to prevent erroneous sinks
being formed in the output digital elevation model (DEM)29.h g
p
g
The quality of the data varied between surveys as a result of a number of factors including the echo-sounder
equipment used, the calibration of this equipment (i.e. the use of different sound-velocity profiles), the sea state
conditions at the time of data collection, and the degree and quality of data post-processing and cleaning. This
variability was manifest in two key regards: the effective spatial resolution of the data (i.e. at what spatial scale the
bathymetry could be rendered at), and the presence of acquisition artefacts (artificial ‘sinks’ or ‘peaks’) in the data. i
TOPOGRID reads data as point ‘xyz’ (longitude, latitude, depth) records for each data source. Creating a
bathymetric compilation from a point cloud is inherently problematic given the variability in the quality of the
data from different sources. Specifically, this is a problem when regions of data points from different sources
(which may vary in spatial resolution by 10 s or 100 s of meters) overlap. The algorithm will treat each point as
equally valid, and draw a spline between them, potentially creating steps in the data as it moves between points
from different sources. To remove this artefact, we ranked our datasets hierarchically based on data quality. Using
spatial coverage masks of each dataset, regions of overlapping data were cut from all masks except for the mask
representing the best-quality data available from that particular region. Methodology
S
d
T The region of interest for this study
is delineated by the grey shaded box. The inset shows the position of the South Georgia and South Sandwich
Islands MPA relative to South America, the Antarctic continent and the Polar Front (dashed line). Figure
was created using ArcGIS (version 10.1 [www.esri.com/software/Arcgis]). Background bathymetry is The
GEBCO_2014 Grid, version 20141103 (http://www.gebco.net). Figure 1. The South Georgia and South Sandwich Island marine protected area. Dark green areas demark
the no-take zones around South Georgia, South Sandwich Islands, Shag Rocks and Clerke Rocks. Light green
indicates depths less than 700 m in which bottom fishing is prohibited. Hashed boxes with red border are
additional benthic closed areas established in 2013 in which bottom fishing is prohibited. The purple borders
around SSI are a 12nm pelagic no-take zone. The large black hashed area south of 60° S falls within the SGSSI
Maritime Zone in a region for which no fishing licenses are issued. In all other regions of the SGMZ bottom
fishing is prohibited with the sole exception of the narrow pale blue region which includes the depths between
700m and 2250m. Within this region bottom fishing is permitted by license. The region of interest for this study
is delineated by the grey shaded box. The inset shows the position of the South Georgia and South Sandwich
Islands MPA relative to South America, the Antarctic continent and the Polar Front (dashed line). Figure
was created using ArcGIS (version 10.1 [www.esri.com/software/Arcgis]). Background bathymetry is The
GEBCO_2014 Grid, version 20141103 (http://www.gebco.net). were cleaned using CARIS HIBS & SIPS (version 8.1) to remove erroneous points. Data collected by the Alfred
Wegener Institute, Bremerhaven (AWI) over the course of 22 cruises to the region between 1985 and 2013 as
well as data collected on a recent R/V Nathaniel B. Palmer cruise were processed and gridded to 100m resolution
using Fledermaus (version 7.0). Single-beam bathymetry data were obtained from the UK Hydrographic Office
(UKHO), BAS and commercial fisheries vessels. The spatial coverage of respective datasets is summarised in
Fig. 2. were cleaned using CARIS HIBS & SIPS (version 8.1) to remove erroneous points. Data collected by the Alfred
Wegener Institute, Bremerhaven (AWI) over the course of 22 cruises to the region between 1985 and 2013 as
well as data collected on a recent R/V Nathaniel B. Palmer cruise were processed and gridded to 100m resolution
using Fledermaus (version 7.0). Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 Methodology
S
d
T Points that were deemed to be creating false peaks and sinks were manually removed using the ArcGIS
Editor toolbox. After this iterative process, the final DEM was considered to be as accurate as possible, with a
minimum amount of sampling artefact but without excessive data smoothing. Ideally, only cleaned data would be input into the interpolation. Given the number of data points involved in
an analysis of this scale ( > 1.0 × 108), however, this was impractical. After gridding the data with TOPOGRID,
the new interpolated 100m resolution raster data was therefore overlaid with the point cloud of original input
data. Points that were deemed to be creating false peaks and sinks were manually removed using the ArcGIS
Editor toolbox. After this iterative process, the final DEM was considered to be as accurate as possible, with a
minimum amount of sampling artefact but without excessive data smoothing. Bathymetry Derivatives. The new 100 m resolution DEM was used to calculate five bathymetry derivative data-
sets, which alongside oceanographic and net primary productivity data (summarised in Table 1) formed the
basis for the landscape mapping analysis. These bathymetry derivatives included measures of slope angle, seabed
rugosity, topography, aspect and curvature. Slope was calculated using LandSerf (version 2.3) multi-scale analysis. To ‘smooth out’ sampling artefacts
and noise in the data, the effective resolution of the slope was reduced by introducing a window scale of 10 grid
cells (i.e. 1000 m) with an inverse linear distance decay, whereby the analysis takes into account the slope value of
surrounding cells (in this case with a diameter of 10) to give greater importance to cells closer to the target cell. The effect of this is to remove finer-scale variation in slope morphology but retain larger topographic features. hfi
Topographic position index (TPI) was calculated using Land Facet Corridor Tools extension for ArcGIS. TPI provides a measure of whether a cell is positioned on a peak, in a depression, or in a region of constant gra-
dient (flat or constant slope) relative to the surrounding cells. It can account for local scale topography versus
broader-scale features by changing the size of the window of reference. For this analysis a window size of 10 was
used. Terrain ruggedness index (TRI) was calculated using SAGA GIS Terrain Analysis Morphometry tools as a
measure of rugosity. Methodology
S
d
T In this way we created a continuous
mosaic of masks for the entire South Georgia region with no overlapping parts and only the best available data
representing each region. To avoid artificial ‘steps’ in the data, a 500m buffer was used to create a region of no-data
on the boundaries between different data layers. This had the effect of ‘smoothing out’ any abrupt changes at the
boundaries of adjoining data layers during interpolation. These masks were then used to extract the respective
point data to input into TOPOGRID. Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 3 www.nature.com/scientificreports/ tificreports/
Figure 2. The spatial coverage of data sources used in the bathymetry compilation. Multi-beam data derived
from BAS cruises are shown in green; AWI and other multi-beam (see Supplementary materials Table 1 for
sources) are shown in grey; single-beam data is shown in blue and UK Hydrographic Office and coastline data
is shown in red. For the remaining white areas The GEBCO_2014 Grid, version 20141103 (http://www.gebco. netdata) was used. Figure was created using ArcGIS (version 10.1 [www.esri.com/software/Arcgis]). Figure 2. The spatial coverage of data sources used in the bathymetry compilation. Multi-beam data derived
from BAS cruises are shown in green; AWI and other multi-beam (see Supplementary materials Table 1 for
sources) are shown in grey; single-beam data is shown in blue and UK Hydrographic Office and coastline data
is shown in red. For the remaining white areas The GEBCO_2014 Grid, version 20141103 (http://www.gebco. netdata) was used. Figure was created using ArcGIS (version 10.1 [www.esri.com/software/Arcgis]). Figure 2. The spatial coverage of data sources used in the bathymetry compilation. Multi-beam data derived
from BAS cruises are shown in green; AWI and other multi-beam (see Supplementary materials Table 1 for
sources) are shown in grey; single-beam data is shown in blue and UK Hydrographic Office and coastline data
is shown in red. For the remaining white areas The GEBCO_2014 Grid, version 20141103 (http://www.gebco. netdata) was used. Figure was created using ArcGIS (version 10.1 [www.esri.com/software/Arcgis]). Ideally, only cleaned data would be input into the interpolation. Given the number of data points involved in
an analysis of this scale ( > 1.0 × 108), however, this was impractical. After gridding the data with TOPOGRID,
the new interpolated 100m resolution raster data was therefore overlaid with the point cloud of original input
data. www.nature.com/scientificreports/ www.nature.com/scientificreports/ www.nature.com/scientificreports/ Abiotic Variables
Description
Unit
Scale
Topography
Digital elevation model (DEM) of
bathymetry
Bathymetric compilation of multibeam, singlebeam and soundings data (see Table 1 for sources)
interpolated using TOPOGRID algorithm. m
100 m
Slope
A first derivative of DEM representing the rate of change in depth from one cell to its neighbours. °
100 m
Terrain Ruggedness Index
A measure of rugosity calculated as the ratio of the three-dimensional DEM surface area to the
two-dimensional planar area of a cell. —
100 m
Eastness = sin(aspect/57.296)
A first derivative of DEM providing a measure of the easterly orientation of the slope on a
continuous scale (−1 to + 1). —
100 m
Northness = cos(aspect/57.296)
A first derivative of DEM providing a measure of the northerly orientation of the slope on a
continuous scale (−1 to + 1). —
100 m
Profile curvature
A second derivative of DEM measuring the rate of change in the slope gradient. —
100 m
Topographic Position Index (TPI)
A measure of whether a cell is positioned on a topographic peak, in a depression on in a region of
constant gradient. —
100 m
Satellite derived variables
Net primary productivity
5-year mean net primary productivity calculated using VGPM, a global “chlorophyll-based” model
that estimate net primary production from chlorophyll using a temperature-dependent description
of chlorophyll-specific photosynthetic efficiency31. Mg C/m2/day
1/12°
Oceanography
Three year means derived from the Proudman Oceanographic Laboratory Coastal Ocean
Modelling System (POLCOMS) South Georgia high-resolution dataset29. Summer Seabed Temperature
Three-year austral summer (Dec–Feb) bottom temperature mean. °C
2800 m
Summer Seabed Salinity
Three-year austral summer (Dec–Feb) bottom salinity mean. PSU
2800 m
Summer Seabed Current U
Three-year austral summer (Dec–Feb) mean measure of the easterly orientation of the current on a
continuous scale (−1 to + 1). —
2800 m
Summer Seabed Current V
Three-year austral summer (Dec–Feb) mean measure of the northerly orientation of the current on
a continuous scale (−1 to + 1). —
2800 m
Summer Seabed Current Magnitude
Three-year austral summer (Dec–Feb) mean measure of current magnitude
m/s
2800 m
Winter Seabed Temperature
Three-year austral winter (Jun–Aug) bottom temperature mean. °C
2800 m
Winter Seabed Salinity
Three-year austral winter (Jun-Aug) bottom salinity mean. PSU
2800 m
Winter Seabed Current U
Three-year austral winter (Jun–Aug) mean measure of the easterly orientation of the current on a
continuous scale (−1 to + 1). www.nature.com/scientificreports/ —
2800 m
Winter Seabed Current V
Three-year austral winter (Jun–Aug) mean measure of the northerly orientation of the current on a
continuous scale (−1 to + 1). —
2800 m
Winter Seabed Current Magnitude
Three-year austral winter (Jun–Aug) mean measure of current magnitude
m/s
2800 m
Seabed Temperature Range
Temperature differential between three-year summer and winter means. °C
2800 m
Table 1. Abiotic variables included in the landscape mapping analysis. Table 1. Abiotic variables included in the landscape mapping analysis. to be particularly good at resolving tidal processes, topographically steered currents, and freshwater fluxes from
island runoff29 to be particularly good at resolving tidal processes, topographically steered currents, and freshwater fluxes from
island runoff29. f
Satellite derived net primary productivity data (NPP) were accessed through Oregon State University (http://
www.science.oregonstate.edu/ocean.productivity/). Here NPP is defined as a function of chlorophyll, available
light, and photosynthetic efficiency. The data are derived from the Vertically Generalized Production Model
(VGPM)30, MODIS surface chlorophyll concentrations (Chlsat), MODIS 4-micron sea surface temperature data
(SST4), and MODIS cloud-corrected incident daily photosynthetically active radiation (PAR). Euphotic depths
are calculated from Chlsat. The data were extracted as monthly means over a five year period (2010–2014) with
a grid cell resolution of 1/12 degree of latitude (~9275 m) by longitude (~5465 m). R (version 3.1.2) was used
to define the geographic region of interest, create a data matrix of each month’s mean NPP, and transpose this
into a raster dataset with the correct geographic projection and each grid cell pixel representing a mean NPP for
five-year of monthly data. i
y
y
To standardise the spatial extent and resolution of each input variable, each dataset was converted to the same
file format (.img), spatial units (meters) and projection (South Georgia Lambert Conic Conformal, WGS1984),
with each raster resampled using nearest neighbour analysis to the same spatial resolution. For the oceanographic
and satellite primary productivity data which had coarser spatial resolutions (see Table 2), data were resampled
to 100m using ArcGIS spatial analyst spline (with barrier) interpolation. Spline with barrier interpolation was
selected on the basis of its suitability for environmental variables that change over gradients. The spline barrier
used was a polygon of the coastline of South Georgia to prevent values being interpolated across the physical
boundary of the island. Landscape Mapping. Methodology
S
d
T TRI is calculated as the square root of the sum of squared difference between the bathymetric
value of a cell and its 8 surrounding cells. g
Aspect was calculated using the spatial analyst toolbox in ArcGIS. It provides a measure of the geographical ori-
entation of a region as a circular data variable, from which we created two variables: northness = cos (aspect*π/180),
as a measure of orientation on the north-south axis, and eastness = sin (aspect*π/180), as a measure of orientation
on the east-west axis.i Profile curvature was calculated using the spatial analyst toolbox in ArcGIS. It is a second derivative index of
bathymetry that measures the surface shape of the seabed in the steepest downhill direction quantifying the rate
at which slope gradient changes. Regions with constant gradient return a value at or approaching zero, concave
and convex slopes return large negative and positive values respectively. Other abiotic variables. Oceanographic data were derived from a high-resolution 3D hydrodynamic model
of the South Georgia shelf and adjacent open-ocean29. The model is based on the Proudman Oceanographic
Laboratory Coastal Ocean Modelling System (POLCOMS) providing salinity, temperature, current magnitude
and current direction data at a spatial resolution of 2.8km. Surface and seabed data, taken as a summer (Dec–Feb)
and winter (Jun–Aug) mean were averaged over three years (1999–2001). The model is validated against an exten-
sive CTD dataset at South Georgia, shore-based tide gauges, and satellite temperature data. It has been shown Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 4 www.nature.com/scientificreports/ www.nature.com/scientificreports/ Abiotic Variables
PC1
PC2
PC3
PC4
PC5
PC6
Depth
−0.652
—
—
—
0.673
—
Slope
—
—
—
0.958
—
—
Terrain Ruggedness Index
—
—
—
0.959
—
—
Curvature
—
—
—
—
—
0.807
Topographic Position Index
—
—
—
—
—
0.812
Primary Productivity
—
—
—
—
—
—
Summer Seabed
Temperature
—
—
—
—
0.926
—
Summer Seabed Salinity
0.951
—
—
—
—
—
Summer Seabed Current U
—
0.875
—
—
—
—
Summer Seabed Current V
—
—
0.968
—
—
—
Summer Seabed Current
Magnitude
—
0.861
—
—
—
—
Winter Seabed Temperature
—
—
—
—
0.970
—
Winter Seabed Salinity
0.933
—
—
—
—
—
Winter Seabed Current U
—
0.882
—
—
—
—
Winter Seabed Current V
—
—
0.974
—
—
—
Winter Seabed Current
Magnitude
—
0.861
—
—
—
—
Seabed Temperature Range
−0.763
—
—
—
—
—
Variance Explained (%)
16.60%
18.40%
11.70%
11.80%
14.80%
7.70%
Cumulative Variance (%)
16.60%
35.00%
46.70%
58.50%
73.30%
81.00%
Eigenvalues
3.7053
3.3623
2.0678
1.8257
1.5012
1.3138
Table 2. Component matrix showing correlation between the Varimax rotated PCs and the original input
variables. High factor loads (r < −0.6 or r > 0.6) are highlighted in bold; Low factor loads (r < −0.3 or r > 0.3)
are omitted. Table 2. Component matrix showing correlation between the Varimax rotated PCs and the original input
ariables. High factor loads (r < −0.6 or r > 0.6) are highlighted in bold; Low factor loads (r < −0.3 or r > 0.3)
re omitted. cluster; (5) assessment of the stability of the clustering solution based on calculation of membership values and
corresponding confusion indices31.ht cluster; (5) assessment of the stability of the clustering solution based on calculation of membership values and
corresponding confusion indices31.ht The software used for PCA, K-means clustering, cluster validation, and raster map creation was R version
3.0.0. Given the large size of the South Georgia datasets, this was run remotely on the University of Southampton
Iridis4 high performance cluster computing system high memory nodes. Principal component analysis (PCA). Principal component analysis was conducted on 19 abiotic environmental
variables (Table 1). The input variables were all standardised to have zero-means and unit variance, thus giving
them equal weight in the PCA. www.nature.com/scientificreports/ PCA reduces the input variables down to a new set of linearly independent vari-
ables called principal components (PCs) that account for most of the variance observed in the original data32. It
acts as an objective means of data reduction when dealing with multiple input variables without the need for an
a priori assessment of which variables should form the basis of the analysis33, whilst removing collinearity in the
data. We followed the Kaiser-Guttman criterion32 retaining only PCs with Eigen values greater than one. In order
to maximise the independence of the PCs and simplify the interpretation of the factor loading pattern, a varimax
rotation of the PCs was computed. These rotated PCs were the input for the K-means analysis. K-means clustering and defining optimal number of clusters. The K-means clustering algorithm is a widely used
method for partitioning marine environmental data18,19,34,35. K-means works by partitioning n observations into a
pre-defined k number of clusters whereby each observation is assigned to the cluster that minimises the distance
of that point to the cluster centroid. The most subjective element in K-means clustering is the requirement for the
input of a predefined number of clusters into the algorithm. There are several indices that can be used to define the
optimal number of clusters36, with many available in R through the NbClust package37. We used two separate indi-
ces that have been shown to be offer effective solutions. The C-H criterion38 evaluates the validity of different clus-
ter solutions based on the proportion of the total variance explained by variance between clusters (between group
sum of squares - SSB)36. The second approach was an elbow method which plots variance within clusters (within
group sum of squares – SSW) against an increasing number of K-means clusters (here ranging from 2 to 15). As the number of clusters increases the SSW decreases. The optimal cluster solution is defined by a change in
gradient or elbow in the graph representing the point at which increasing the number of clusters further will not
greatly reduce SSW. Marine landscape and confidence map. Once the optimal cluster solution was decided, the results of the subse-
quent K-means analysis (predefined for number of clusters) were converted to a raster grid in R and exported to
ArcGIS to create a marine landscape map of the region at the same spatial resolution and projection as the origi-
nal abiotic input variables. www.nature.com/scientificreports/ The statistical approach to mapping marine landscapes presented in this study is based on
an unsupervised mapping protocol developed for shallow water shelf environments18 and subsequently adapted
for use in the high–resolution analysis of submarine canyon systems19.hi Landscape Mapping. The statistical approach to mapping marine landscapes presented in this study is based on
an unsupervised mapping protocol developed for shallow water shelf environments18 and subsequently adapted
for use in the high–resolution analysis of submarine canyon systems19.hi The protocol for landscape mapping can be summarised in five steps. (1) principal component analysis (PCA)
of the gridded environmental variables; (2) determination of the optimal cluster solution; (3) K-means clustering
of the principal components; (4) plotting the optimal cluster solution as a landscape map and assigning environ-
mental meaning to each cluster based on the relationship between the original environmental variables and each Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 5 Results
h Bathymetric Compilation. The new 100 m resolution South Georgia Bathymetric Dataset (SGBD) (Fig. 3)
covers an area of 530,000 km2, of which 54.4% (288,470 km2) is derived from multibeam data, 10.2% (54,022 km2)
from singlebeam data and the remaining 35.4% (187,508 km2) is derived from The GEBCO_2014 Grid, version
20141103 (http://www.gebco.netdata). The SGBD offers significant improvements on the pre-existing bathyme-
tric knowledge of the region24, specifically in terms of the inclusion of new high resolution datasets in the inter-
polation, the resulting increased spatial resolution of the grid (100m), and its wider geographical extent. The grid
is projected in Lambert Conformal Conic (LCC) projection optimised for South Georgia to give a more realistic
representation of the shape of topographical features.hih p
p
p g p
The high resolution of the SGBD enables us to better constrain fine-scale topographic features. The shelf is
dominated by deeply incised glacial cross-shelf troughs (Fig. 3), extending from coastal fjords, in most cases to
terminal moraine fields at or near the shelf break. The troughs form deep (100–160 m) and narrow depressions
(~2 km) that converge further offshore to form large (up to 20 km) canyons cut into the shelf. The higher reso-
lution grid enables us to delineate the extent of the shelf itself far more accurately, and pick out in much sharper
detail the shelf break, including the presence of complex gully systems on the steep continental slope. The SGBD
covers a bathymetric range of 0–5500 m. The inclusion of the deep sea in the compilation reveals that these
regions are not homogenous but exhibit complex and sudden changes in topography (Supplementary materials
Fig. 1). This includes geological features with some of the steepest slopes in the region (drop-offs from 2500 m
to > 4500 m with slope angle > 45°). Landscape Mapping. PCA. Principal component analysis was conducted using 19 abiotic input variables
(Table 1). After running the entire landscape mapping protocol and conducting a qualitative assessment of the
output map however, aspect was excluded from the analysis as it was creating ecologically meaningless clusters
in the deep sea (i.e. regions > 3000m depth with very low slope gradients but different orientation). As such the
principal component analysis was re-run with the remaining 17 abiotic variables from Table 1. Retaining only
PCs with Eigen values greater than 1, PCA resulted in six PCs, explaining 81% of the total variance. www.nature.com/scientificreports/ Using the highest and second highest membership value for
each data point, the confusion index can be calculated for all points to offer a quantitative measure of the uncer-
tainty associated with the classification of each point into clusters by K-means. The confusion index is calculated
by formula 2: µ
µ
=
−
CI
(2)
max
i
i
(
1)
max (2) where CI is the confusion index, μmax i is the membership value of the cluster with maximum μik at location i,
and μ(max−1)i is the second largest membership value at the same i location. The CI of any given point can range
between 0 and 1, with uncertainty in the K-means clustering solution between two or more clusters at that loca-
tion increasing as CI approaches 1. where CI is the confusion index, μmax i is the membership value of the cluster with maximum μik at location i,
and μ(max−1)i is the second largest membership value at the same i location. The CI of any given point can range
between 0 and 1, with uncertainty in the K-means clustering solution between two or more clusters at that loca-
tion increasing as CI approaches 1. Nested-hierarchical clustering. Once a stable landscape map is produced which minimises within-cluster vari-
ance, and is qualitatively assessed to offer a good representation of the physical marine landscapes of the region,
the landscape mapping protocol can begin again. This time the analysis is delineated by, and done in isolation for
each of the cluster solutions derived from this first iteration. In this way a nested hierarchical clustering structure
for the region is created, whereby each successive level of the hierarchy provides progressively more detail on the
physical environment characterising each region. This method of hierarchically nested clustering provides a phys-
ical habitat classification system that is specific to a given region of interest. This is in marked contrast to more
generalised models of habitat classification40, which offer a one-size-fits-all solution that is not always ecological
meaningful across all marine environments (e.g. deep-sea environments41). This hierarchical approach also offers
the opportunity to assess environmental conditions across spatial scales and in turn the interaction between fau-
nal communities and environment over these different scales. www.nature.com/scientificreports/ Boxplots of the abiotic input variables against the K-means cluster solutions were used
to characterise and offer interpretation of the environmental conditions driving the classification of each cluster. Interpretation of these boxplots was used to assess the performance of the automated landscape classification Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 6 www.nature.com/scientificreports/ in terms of the perceived ecological meaningfulness of the classifications. Given that all input variables were
standardised at the start to provide them equal weight in the PCA analysis, qualitative assessment was made as
to whether any of the variables were disproportionately influencing cluster classification and if so whether these
needed to be removed and the analysis re-run.i y
Once the final clustering solution was achieved, the stability of the clusters was assessed by creating a separate
set of cluster membership maps. Cluster membership is a methodology adapted from fuzzy K-means classifi-
cation19,31,39, and is defined by calculating the relative inverse distance squared in attribute space between each
individual data point and the centroids of all the K-means clusters. The sum membership value to all centroids
of any given point equals 1. As such, a data point with a high membership value (approaching 1) would indicate
that point is dominated by membership to one cluster. A data point with lower membership values, spread over a
number of clusters, is less well characterised by membership to its K-means designated cluster. Membership value
is expressed by formula 1: µ
=
×
∑=
d
1
(
)
1
(1)
ik
ik
k
n
d
2
1
1
(
)
ik
2 (1) where μik is the membership value of the ith data point to cluster k, n is the number of clusters, and dik is the dis-
tance between data point i and cluster centroid k. Using the highest and second highest membership value for
each data point, the confusion index can be calculated for all points to offer a quantitative measure of the uncer-
tainty associated with the classification of each point into clusters by K-means. The confusion index is calculated
by formula 2: where μik is the membership value of the ith data point to cluster k, n is the number of clusters, and dik is the dis-
tance between data point i and cluster centroid k. Results
h Using the ‘elbow’ method, where a change in the gradient of the graph identifies the optimal
cluster solution, seven clusters were assessed to be a good fit for the data. To validate this result, the C-H criterion
was applied to the data with the same cascade in cluster solutions (Fig. 4b). A clear optimum of seven clusters was
found, hence a final K-means clustering using seven clusters was carried out. K-Means. A total of 52,996,140 grid cells with six rotated PC variables were clustered using K-means, in a cas-
cade from two to fifteen cluster solutions. The resulting within group sum of squares were plotted against number
of clusters (Fig. 4a). Using the ‘elbow’ method, where a change in the gradient of the graph identifies the optimal
cluster solution, seven clusters were assessed to be a good fit for the data. To validate this result, the C-H criterion
was applied to the data with the same cascade in cluster solutions (Fig. 4b). A clear optimum of seven clusters was
found, hence a final K-means clustering using seven clusters was carried out. Marine landscape. The results of the seven cluster K-means is presented in Fig. 5a. A description of the physical
characteristics of each cluster was obtained based on interpretation of boxplots showing the correlation between
the original 17 abiotic input variables and each of the seven clusters (Fig. 6). Four of the seven clusters (1, 4, 5, and 6)
demonstrated a clear, distinct suite of physical conditions. Clusters 1 and 6 were characterised by the prevalence of relatively strong bottom currents in a northerly
(x = 0.05 m/s) and south-easterly (x = 0.1 m/s) direction respectively. These currents appeared to be associated
with large-scale, deep-sea topographic features (especially cluster 6). Cluster 4 was regionally widespread but
locally spatially constrained. It demonstrated no dependence on depth or oceanography but was dominated by
locally complex seabed topography. Cluster 4 exhibited steep slopes ( > 10°), high terrain ruggedness (rugosity)
and a large range in curvature and topographic position values suggesting a region of topographic peaks and
depressions. Cluster 5 was the most spatially discrete cluster and was characterised by shallow water; flat terrain;
large annual temperature range; low salinity; and high primary productivity. We interpret this cluster as the con-
tinental shelf of South Georgia and Shag Rock.hfi The three remaining clusters (clusters 2, 3 and 7) are more difficult to constrain. Results
h The rotated
components matrix (Table 2) shows the factor loads which explain the correlation between Varimax rotated PCs Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 7 www.nature.com/scientificreports/
Figure 3. New bathymetric compilation for South Georgia gridded to a spatial resolution of 100 m. Transects (A–F) denote depth-profile plots shown in Supplementary materials Fig. 1. Figure was created using
ArcGIS (version 10.1 [www.esri.com/software/Arcgis]) TOPOGRID (Spatial Analyst Tools) to grid datasets
listed in Supplementary materials Table 1. www.nature.com/scientificreports/ Figure 3. New bathymetric compilation for South Georgia gridded to a spatial resolution of 100 m. Transects (A–F) denote depth-profile plots shown in Supplementary materials Fig. 1. Figure was created using
ArcGIS (version 10.1 [www.esri.com/software/Arcgis]) TOPOGRID (Spatial Analyst Tools) to grid datasets
listed in Supplementary materials Table 1. Figure 3. New bathymetric compilation for South Georgia gridded to a spatial resolution of 100 m. Transects (A–F) denote depth-profile plots shown in Supplementary materials Fig. 1. Figure was created using
ArcGIS (version 10.1 [www.esri.com/software/Arcgis]) TOPOGRID (Spatial Analyst Tools) to grid datasets
listed in Supplementary materials Table 1. Figure 3. New bathymetric compilation for South Georgia gridded to a spatial resolution of 100 m. Transects (A–F) denote depth-profile plots shown in Supplementary materials Fig. 1. Figure was created using
ArcGIS (version 10.1 [www.esri.com/software/Arcgis]) TOPOGRID (Spatial Analyst Tools) to grid datasets
listed in Supplementary materials Table 1. (with Eigen values > 1) and the original abiotic input variables and excludes any factor loads < 0.3. Assessment of
the rotated components matrix showed only one variable (depth) had a high factor load for multiple PCs, all other
variables had an exclusive relationship with specific PCs. PC 1 had high loads (r < −0.6 or r > 0.6) for the varia-
bles depth, seabed temperature range and seabed salinity; PC 2 for current magnitude (specifically on an easterly
axis); PC 3 for current on a northerly axis; PC 4 for slope gradient and terrain ruggedness; PC 5 for depth and
seabed temperature; and PC 6 for curvature and topographic positioning. Primary productivity was not related to
a specific PC, but did play a role in the distinction between classes (see below). K-Means. A total of 52,996,140 grid cells with six rotated PC variables were clustered using K-means, in a cas-
cade from two to fifteen cluster solutions. The resulting within group sum of squares were plotted against number
of clusters (Fig. 4a). Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 www.nature.com/scientificreports/ www.nature.com/scientificreports/ Figure 4. Optimal K-means cluster solution. Calculated as, (a) the number of clusters versus the Calinski-
Harabasz (C–H) criterion, whereby the optimal cluster solution corresponds to the first local maximum of the
C-H value; and (b) the number of clusters versus the within group sum of squares based on Varimax rotated
PCs, whereby the optimal cluster solution is identified by an ‘elbow’ or change in the gradient of the slope. For
both indices the best solution is identified as 7 clusters (marked in red). Figures created using R (version 3.0
[www.r-project.org]). Figure 4. Optimal K-means cluster solution. Calculated as, (a) the number of clusters versus the Calinski-
Harabasz (C–H) criterion, whereby the optimal cluster solution corresponds to the first local maximum of the
C-H value; and (b) the number of clusters versus the within group sum of squares based on Varimax rotated
PCs, whereby the optimal cluster solution is identified by an ‘elbow’ or change in the gradient of the slope. For
both indices the best solution is identified as 7 clusters (marked in red). Figures created using R (version 3.0
[www.r-project.org]). extremities of the South Georgia shelf and the lower gradient regions of the slope represented by cluster 7. The
only bathymetric exclusion from cluster 7 were shelf environments with depths < 250 m. Confidence map. The confusion index map (Fig. 7) provided an assessment of the confidence values associated
with the membership of each grid square to its given cluster defined through K-means partitioning. In general
under a good cluster solution, high confusion values (denoted by white in Fig. 7) would be expected to only occur
in the ‘transition zone’ on the boundaries between clusters. Confusion within clusters however would imply the
clustering solution is not particularly stable and that those particular grid-cells do not have a strong affinity with
a single K-means cluster.i g
Mapping the confusion indices revealed high confidence in the clustering of the South Georgia shelf (and
to a lesser extent Shag Rocks). There was very little within-cluster confusion, which was restricted to the edges
of cross-shelf troughs (presumably as a result of seabed topography), inshore shelf (presumably resulting from
a distinct salinity and temperature gradients) and at a single anomaly on the south-western edge of the shelf
break. With these exceptions the cluster is delineated by a well-defined uncertainty ‘halo’. Results
h All three clusters have a
deep-sea element (depths > 2500 m). Cluster 3 had a large but northerly-restricted distribution. It exclusively
represented deep-sea environments with low sea-bed temperature (x = 0.5 °C), but was primarily defined by its
significantly higher sea-surface primary productivity (x = 420 Mg C/m2/day). Cluster 2 also represented exclu-
sively deep-sea (2500–4500 m) environments with low sea-bed temperature (x = 0.75 °C). It had a largely, but not
exclusively southern spatial distribution. However it was the drivers of other clusters (primary productivity for
cluster 3 and temperature for cluster 7) that distinguished them from it rather than its own characterisation that
sets it apart. As such depending on the interpretation of the importance of surface primary productivity on
deep-sea benthic environments (cluster 3) it is entirely plausible to group clusters 2 and 3 together as a generic
deep-sea, flat abyssal plain with stable low temperature.h l
Cluster 7 was characterised by annually-stable, warmer sea-bed temperatures (x = 1.4 °C). Though mostly
occurring in depths of 2000–3000 m the overall bathymetric range of the cluster was wide with the deeper 8 Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 www.nature.com/scientificreports/ Generally there was an
increased level of background confusion (most notably in deep water) as a result of sampling artefact caused by
high-resolution multibeam swath lines transecting regions of lower data quality. This was notable across clusters
but was particularly apparent in the bottom-left quadrant of the plot that had been subject to a large-scale AWI
multibeam survey (Fig. 2).ii Both clusters defined by prevailing currents (clusters 1 and 6) were characterised by regions of well-defined
zones of lower uncertainty. Cluster 3 was subdivided by a well-defined line of uncertainty forming an arc in
the top-centre of the map. Inspection of the bathymetry dataset revealed the arc demarked the contour of a
large topographic dome 100 km in diameter and 1000 m in height, with the uncertainty reflecting this change in
topography (potentially conflicting with cluster 4). In contrast the boundary of clusters 2 and 3 in the top-right
quadrant were not delineated by any uncertainty. The major driver of the separation of these two clusters was Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 9 www.nature.com/scientificreports/ Figure 5. Hierarchically nested marine landscape maps. Showing (a) distribution of 7 cluster classes across
the whole study region as defined by k-means cluster analysis; (b) re-clustering of cluster 5 taken from first
k-mean partition (Fig. 5a) whereby the shelf (previously a single cluster) is now split into 6 sub-clusters; and (c)
re-clustering of cluster 5 - sub-cluster 5 (Fig. 5b) whereby sub-cluster 5 is partitioned into 7 further third-tier
clusters. Data for figures gridded in R (version 3.0) and visualised using ArcGIS (version 10.1 [www.esri.com/
software/Arcgis]). Figure 5. Hierarchically nested marine landscape maps. Showing (a) distribution of 7 cluster classes across
the whole study region as defined by k-means cluster analysis; (b) re-clustering of cluster 5 taken from first
k-mean partition (Fig. 5a) whereby the shelf (previously a single cluster) is now split into 6 sub-clusters; and (c)
re-clustering of cluster 5 - sub-cluster 5 (Fig. 5b) whereby sub-cluster 5 is partitioned into 7 further third-tier
clusters. Data for figures gridded in R (version 3.0) and visualised using ArcGIS (version 10.1 [www.esri.com/
software/Arcgis]). higher net primary productivity occurring in cluster 3. Inspection of the primary productivity data revealed an
abrupt change in primary productivity at this boundary. This lack of a gradual change would explain the subse-
quent confidence in the cluster designation. www.nature.com/scientificreports/ The certainty of cluster 4 was hard to quantify given it consisted of
predominantly spatially small topographic features. In general however the well constrained clusters of lower
uncertainty delineated by narrow transition zones between clusters supports the K-means partition as robust
physical landscape classification of the region. Nested Hierarchical Clustering. Given the stability and spatially discrete nature of the shelf cluster, cluster 5 was
selected to test the functionality of a nested hierarchical clustering solution. The original abiotic input datasets
were clipped to the spatial extent of cluster 5. The landscape mapping protocol was then re-run to create a new
set of shelf sub-clusters (Fig. 5b,c). Assessment of the shelf sub-clusters (Supplementary materials Fig. 2) revealed
that annual temperature range, salinity, and slope dominated near-shore locations (cluster 2). A combination
of depth (cluster 1), stronger current regimes (cluster 3 and 4), and complex topography (cluster 6) dominated
on the outer shelf locations. A body of annually-stable cold bottom water drove designation of the large spatial
coverage of sub-cluster 5. A third nested clustering of this sub-cluster 5 partitioned the shelf environment further
still, delineating seven distinct clusters (Fig. 5c, Supplementary materials Fig. 3). Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 10 www.nature.com/scientificreports/ Figure 6. Box plots of K-means derived clusters versus 17 original abiotic variables. The x-axis
seven k-means clusters, and the y-axis the respective units of each original abiotic variable. Descrip
variable including their units are summarised in Table 1. In each box plot the middle line represent
the upper and lower extent of the box represent the first and third quartiles. The whiskers are the m
and minimum observed values (excluding statistical outliers - values > 1.5 x the interquartile range
colours denote the corresponding landscape map cluster colours from Fig. 5a. Figures created in R
[www.esri.com/software/Arcgis]). Figure 6. Box plots of K-means derived clusters versus 17 original abiotic variables. The x-axis denote the
seven k-means clusters, and the y-axis the respective units of each original abiotic variable. Descriptions of each
variable including their units are summarised in Table 1. In each box plot the middle line represents the median,
the upper and lower extent of the box represent the first and third quartiles. The whiskers are the maximum
and minimum observed values (excluding statistical outliers - values > 1.5 x the interquartile range). Box plot
colours denote the corresponding landscape map cluster colours from Fig. 5a. Discussion
Th T The TOPOGRID algorithm, as in previous studies24–26 proved a robust methodology for gridding a digital ele-
vation model from a compilation of disparate datasets, integrating spatially discontinuous data with different
sampling densities. The input bathymetry data varied considerably in terms of the state of its post-processing. Approximately ten iterative cycles were required to obtain a final DEM, cleaning most erroneous soundings. TOPOGRID was notably sensitive when interpolating joins between bathymetry datasets. Hence a large buffer of
500m was created to smooth the boundary zone.f The TOPOGRID algorithm, as in previous studies24–26 proved a robust methodology for gridding a digital ele-
vation model from a compilation of disparate datasets, integrating spatially discontinuous data with different
sampling densities. The input bathymetry data varied considerably in terms of the state of its post-processing. Approximately ten iterative cycles were required to obtain a final DEM, cleaning most erroneous soundings. TOPOGRID was notably sensitive when interpolating joins between bathymetry datasets. Hence a large buffer of
500m was created to smooth the boundary zone.f y
When compiling and interpolating multiple disparate bathymetry datasets into a DEM, the effective resolu-
tion of each grid is limited to, but not necessarily equal to, the pre-defined resolution (in this case 100m). As such
when the interpolated bathymetric grid is used to create derivative datasets for landscape mapping, areas where
the interpolation is underpinned by many data points will contain far more detail (albeit limited to 100m resolu-
tion) than regions of sparse data which appear comparatively smooth. The effect of this is that these high-density
data regions appear to have higher topographic complexity (e.g. high rugosity) when in fact the model is simply
recording an artefact of sampling provenance. Rather than gridding the DEM at the resolution of the coarsest
resolution data (in this case ~900 m), and in doing so removing fine-scale topographic details, we advocate the
high-resolution analysis undertaken here with the caveats discussed taken into account when qualitatively assess-
ing partitioning of environmental parameters. The statistical approach to marine landscape mapping adopted in this study was proposed by Verfaillie
et al.18. The utilisation of a statistical approach is intended to remove highly subjective decisions associated with
classical landscape mapping protocol42,43, namely the selection of ecologically relevant abiotic input variables and
the classifying of those variables into relevant classes. www.nature.com/scientificreports/ Figures created in R (version 3.0
[www.esri.com/software/Arcgis]). Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 11 www.nature.com/scientificreports/ www.nature.com/scientificreports/ Figure 7. Confusion Index map quantifying clustering uncertainty across the study region. The confusion
index is overlaid on the seven-cluster landscape map showing where zones of higher uncertainty (white)
correspond with the boundaries between clusters and where there are instances of intra-cluster uncertainty. Data for figures gridded in R (version 3.0 [www.esri.com/software/Arcgis]) and visualised using ArcGIS
(version 10.1 [www.esri.com/software/Arcgis]). Figure 7. Confusion Index map quantifying clustering uncertainty across the study region. The confusion
index is overlaid on the seven-cluster landscape map showing where zones of higher uncertainty (white)
correspond with the boundaries between clusters and where there are instances of intra-cluster uncertainty. Data for figures gridded in R (version 3.0 [www.esri.com/software/Arcgis]) and visualised using ArcGIS
(version 10.1 [www.esri.com/software/Arcgis]). Discussion
Th T So whilst the
process starts as an unsupervised classification based on statistical clustering, the resultant landscape map is qual-
itatively assessed on the basis of perceived biological, oceanographic and geomorphological meaningfulness. Any
input variable deemed to be confounding the results is removed from the analysis and the protocol is re-run. For
example, after the first iteration of this analysis, slope aspect was excluded from the analysis as deep-sea environ-
ments with relatively low slope gradients (<3°) were being partitioned based on minor variations in orientation of
the slope. The aim of this approach is to strip down the analysis to retain only partitions with potential ecological
relevance at a broad spatial scale. The process can then be re-run over iteratively smaller spatial subsets forming
a nested hierarchical landscape classification (Fig. 5). As the importance of input variables as ecological drivers is
scale-dependent, all input variables were included at the start of each new clustering level. This approach retains
broad-scale gradients driving clusters across the entire region whilst identifying finer-scale geomorphic features
nested within these broad-scale clusters.i A significant omission from this analysis is substrate type, which has been shown as a major driver of species
composition45. It was not included in this analysis given the limited spatial extent of the sedimentology dataset
in the region, and as such the difficulty in interpolating across such a wide area. Backscatter data were available
for the regions with multibeam coverage (see Fig. 2), but interpretation was particularly sensitive to ship-specific
calibrations which made a backscatter compilation problematic. It was our assessment, therefore, that the inclu-
sion of geomorphology data layers in the PCA (slope angle, topography, rugosity) should effectively represent
different sediment regimes in the analysis. For example homogenous flat regions are likely to be mud at South
Georgia and steep escapements hard substrate. The downside of this approach is the spatial scale of the analysis
will tend to pick out large-scale features (e.g. large escarpments, canyons, and gullies) but not sedimentary fea-
tures with lower topographic profiles such as moraine fields, which have been suggested as important driver of
marine biodiversity46.f y
Our results demonstrate that the iterative unsupervised landscape mapping protocol is effective at creating
meaningful (Fig. 5) statistically stable (Fig. 7) partitions. Depth, current, and seabed topography are all shown
to drive broad-scale clustering. Discussion
Th T At a finer scale on the South Georgia shelf, current regimes were shown to be
less important with clustering driven by depth, sea-bed temperatures, coastal salinity, and topography (Fig. 5b,c,
Supplementary materials 1 and 2). Taken in isolation this analysis provides valuable information pertaining to the
nature of different physical habitats, their spatial distribution, and degree of heterogeneity20. In itself, this provides
useful information for policy makers in terms of physical proxies for faunal richness with application in predictive
modelling of taxa, functional traits, assemblages, and diversity13,21,47.h g
g
y
The next step will now be to quantify the biological meaningfulness of our physical landscape partitions. In
the first instance, this will involve the inclusion of a regional biological dataset into the analysis22, to test for cor-
relations between our proposed hierarchical clusters and biogeographical trends. The advantage of a landscape
mapping approach for underpinning large-scale MPAs such as at South Georgia and South Sandwich Islands
(SGSSI), as opposed to more holistic bottom-up approaches that integrate biological data in the analysis from the
outset48–50, is largely on account of the spatial scale of the analysis. For example, although at South Georgia more
than 25,000 biological point samples have been recorded22, spread over an area in excess of 1 million km2, the
data exist at a spatial scale that is of limited application to draw statistically meaningful conclusions. Furthermore
knowledge of benthic communities rapidly declines as a function of distance from the South Georgia continental
shelf, with significant paucity in sampling of the region’s deep-sea environments. The biological data will be inval-
uable, however, in testing the output of the model to see how well it acts as a proxy for biological distributions. In
doing this it will be important to better constrain other confounding influences on regional biogeography such as,
paleo-environment and the presence of glacial refugia during the last glacial maximum51; the impact of iceberg
scouring on biological communities52,53; and the effect of bathymetric divides (such as between South Georgia
and Shag Rocks) as barriers to genetic transfer54,55.f g
g
Given sampling effort for many groups is uneven and most species in the region are rare, inferring distribution
patterns at high taxonomic resolution (i.e. genus or species) over a large spatial extent will be problematic. Discussion
Th T An objective means of defining partitions in the physical
environment should be considered particularly useful for regions such as South Georgia where proposed and
reviewed hierarchical definitions40 have not yet been established. This study represents the first application of
this methodology over such a large regional scale (107 km2). The results demonstrate that a statistical protocol
is highly effective at reducing large numbers of sometimes collinear environmental input variables to a smaller
number of relevant principal components. It is also effective at defining the optimal number of clusters and the
spatial delineation of those clusters. p
Adopting a ‘blind’ statistical approach to the data partitioning is problematic, however, as it does not remove all
need for subjective supervision of the abiotic input variables and a careful evaluation of the process and its results
is necessary. Firstly, PCA will remove collinearity in the data but if the model input includes for example many
oceanographic variables and few topographic derived variables, then the output will be oceanographic-centric
placing greater emphasis on the importance of these variables than anything else. Hence a balanced choice of
input variables is needed. Secondly, K-means finds similar sized clusters based on spherical partitions in the
multi-dimensional PC space. This is not always a correct representation of the reality, as meaningful clusters can
vary in spatial extent and shape: for example, large numbers of data points might be clustered as deep-sea envi-
ronments with fairly wide-ranging characteristics, whilst smaller rocky outcrops that punctuate that homogenous
region would have much tighter environmental constraints. An alternative approach could be density-based spa-
tial clustering (e.g. DBSCAN44), in which clusters are not restricted to a spherical designation. Such an approach
may also be advantageous to large-scale datasets due to the ‘noise’ of data outliers that exists in datasets of this
scale. The disadvantage of such an approach, however, is the requirement for a definition of high point-density. Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 12 www.nature.com/scientificreports/ Finally, the protocol ensures that input variables are standardised and given equal weighing in the PCA. Not all
input variables will drive biological distribution patterns to the same degree, but for areas that have not been
studied much before, it is impossible to estimate these varying degrees of importance a priori.i p
y
g
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p
p
To resolve these problems, our protocol is based on iterative refinement of each cluster solution. Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 Discussion
Th T More
achievable (and perhaps with greater application in spatial planning) would be the mapping of a standardised
(for sampling effort) measure of species level biodiversity to identify the presence of ‘biodiversity hotspots’ and
correlate these with our physical landscape clusters. This approach would be helpful in understanding the role of
habitat heterogeneity as a potential proxy for biodiversity (i.e. beta diversity). In addition to this, it would also be
feasible to categorise certain taxa into functional groups (based on traits such as feeding, locomotive and repro-
ductive strategies) and assess the relationship between these faunal aggregations and the clusters solutions. This
could be used to assess the distributions of vulnerable marine ecosystems or habitat forming taxonomic groups. y
g
g
p
It is also important to consider what the priorities are in terms of marine management. For example is it the
presence of rare or endemic species ? If so then the methodology will have to reflect the fact that most species
are rare22, so distribution is not well constrained. Is it the presence of species richness zones ? Or the presence
of habitat forming fauna including vulnerable marine ecosystems (VMEs) such as coral gardens and sponge
assemblage ? Alternatively benthic communities that offer an ecosystem service such as fisheries or carbon seques-
tration46 may be considered of importance to identify. The marine landscape map produced here provides a
first-level, baseline picture of the spatial pattern in the marine regions around South Georgia, and can be used as
a tool to start developing a method to answer each of the questions above. Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 13 www.nature.com/scientificreports/ References e e e ces
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This work was supported by the National Environmental Research Council [grant number NE/L002531/1]
and builds on results from the CODEMAP project (ERC Starting Grant 258482), through which V. Huvenne
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Institute, Helmholtz Centre for Polar and Marine Research and the National Science Foundation Grant PLR
1246111 to I.W.D. Dalziel and L.A. Lawver at the Institute for Geophysics, The University of Texas at Austin. The authors acknowledge the use of the IRIDIS High Performance Computing Facility, and associated support
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6. Barnes, D. K. A. Additional Information Supplementary information accompanies this paper at http://www.nature.com/srepi Competing financial interests: The authors declare no competing financial interests. How to cite this article: Hogg, O. T. et al. Landscape mapping at sub-Antarctic South Georgia provides a
protocol for underpinning large-scale marine protected areas. Sci. Rep. 6, 33163; doi: 10.1038/srep33163 (2016) How to cite this article: Hogg, O. T. et al. Landscape mapping at sub-Antarctic South Georgia provides a
protocol for underpinning large-scale marine protected areas. Sci. Rep. 6, 33163; doi: 10.1038/srep33163 (2016). This work is licensed under a Creative Commons Attribution 4.0 International License. The images
or other third party material in this article are included in the article’s Creative Commons license,
unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license,
users will need to obtain permission from the license holder to reproduce the material. To view a copy of this
license, visit http://creativecommons.org/licenses/by/4.0/ © The Author(s) 2016 Scientific Reports | 6:33163 | DOI: 10.1038/srep33163 15
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Reevaluating the Influence of Leaders Under Proportional Representation: Quantitative Analysis of Text in an Electoral Experiment
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http://www.diva-portal.org http://www.diva-portal.org This is the published version of a paper published in Frontiers in Psychology. Citation for the original published paper (version of record): Fredén, A., Sikström, S. (2021)
Reevaluating the Influence of Leaders Under Proportional R
Quantitative Analysis of Text in an Electoral Experiment
Frontiers in Psychology, 12: 1-8
https://doi.org/10.3389/fpsyg.2021.604135 Access to the published version may require subscription. Access to the published version may require subscription. N.B. When citing this work, cite the original published paper. N.B. When citing this work, cite the original published paper. Copyright © 2021 Fredén and Sikström. This is an open-access article distributed under
the terms of the Creative Commons Attribution License (CC BY). The use, distribution or
reproduction in other forums is permitted, provided the original author(s) and the copyright
owner(s) are credited and that the original publication in this journal is cited, in accordance
with accepted academic practice. No use, distribution or reproduction is permitted which
does not comply with these terms. http://urn.kb.se/resolve?urn=urn:nbn:se:kau:diva-83997 ORIGINAL RESEARCH
published: 12 May 2021
doi: 10.3389/fpsyg.2021.604135 Edited by:
Kim F. Nimon,
University of Texas at Tyler,
United States Reviewed by:
Kathrin J. Hanek,
University of Dayton, United States
Jan Ketil Arnulf,
BI Norwegian Business School,
Norway
Oyvind Lund Martinsen,
BI Norwegian Business School,
Norway *Correspondence:
Sverker Sikström
sverker.sikstrom@psy.lu.se Keywords: leaders, parties, voting, primacy, proportional representation, statistical semantics Annika Fredén1 and Sverker Sikström2* Annika Fredén1 and Sverker Sikström2* 1 Department of Political, Historical, Religious and Cultural Studies, Karlstad University, Karlstad, Sweden, 2 Department
of Psychology, Lund University, Lund, Sweden We propose that leaders play a more important role in voters’ party sympathy in
proportional representation systems (PR) than previous research has suggested. Voters,
from the 2018 Swedish General Election, were in an experiment asked to describe
leaders and parties with three indicative keywords. Statistical models were conducted
on these text data to predict their vote choice. The results show that despite that the
voters vote for a party, the descriptions of leaders predicted vote choice to a similar
extent as descriptions of parties. However, the order of the questions mattered, so
that the first questions were more predictive than the second question. These analyses
indicate that voters tend to conflate characteristics of leaders with their parties during
election campaigns, and that leaders are a more important aspect of voting under PR
than previous literature has suggested. Overall, this suggests that statistical analysis of
words sheds new light of underlying sympathies related to voting. INTRODUCTION Specialty section:
This article was submitted to
Personality and Social Psychology,
a section of the journal
Frontiers in Psychology Most current election studies measure political sympathy through approval rating scales (see
for example, Mueller, 1970; Van der Eijk and Franklin, 2009; Oscarsson and Holmberg, 2013). However, a measure like a score on a scale tells little about the contents of the voter’s evaluation. What role does the leader play? How much relates to policy? This study approaches party preference
from a new angle, asking voters directly what they think about when they think about parties, and to
what extent leaders intertwine with descriptions of the party. The focus of the study is proportional
representation systems (PR), where electoral studies tend to center on ideology, parties and party
identification rather than leaders (Granberg and Holmberg, 1988; McCall Rosenbluth and Shapiro,
2018; Oscarsson and Holmberg, 2020). Nevertheless, the party leaders should be important as
spokespersons and concrete representations of policy orientation, especially in a political landscape
where many voters switch parties from one election to the next (Fieldhouse et al., 2020). This
study argues for the inclusion of leader perceptions in studying voters’ behavior, also under
proportional representation. Received: 09 September 2020
Accepted: 14 April 2021
Published: 12 May 2021 Citation: We collected voters’ free text descriptions in a real-life election
campaign—the 2018 Swedish General Election. The party system
contains a large number of smaller parties, which makes it
possible to examine the influence of leaders for those too. In
order to emphasize the party vs. the leader in the experiment,
half of the sample was randomly assigned to describe the leaders
first, whereas the other half started by describing the parties. Drawing on findings from the psychology literature (Murdock,
1962; Sullivan, 2019), the belief was that a primacy effect should
make a statement that comes first matter more for the voting
decision than a statement that comes after, independently of
whether it concerns the party, or the leader. From these perspectives, the overarching expectation is that
voters’ descriptions of leaders during election times are equally
important for their choices as their descriptions of the parties. Their respective predictive powers will also depend on the order
of the descriptive task, since more important, concrete and
consistent descriptions should be remembered earlier. These claims are supported by the following hypotheses. In
current media, the party leader is the concrete representation
of the abstract concept of a party. Because concrete and
simple representations are usually easier to understand and
remember (see e.g., Kahneman, 2011), the hypothesis is that
the leader representation will be essential for shaping the voter’s
associations to a party. At the same time, party policies are
important shortcuts for orienting oneself in a party system with
a clear left-right ideological spectrum. The argument is that
voters under proportional representation can have difficulties
separating leaders’ policy messages from their parties, and parties
from their leaders. Citizens thus need both representations: the
concrete of the leader, and the more stable ideological reference
to the party, to form an association of a political unit. This leads
to the first hypothesis: The text descriptions were analyzed using latent semantics,
which is a natural language processing (NLP) approach to
quantitative text (Landauer and Dumais, 1997) which we
combine with machine learning (ML) to predict voting
behavior. This method allows examination of how respondents’
descriptions of parties and leaders co-occurred, and how these
descriptions can be related to vote choice. In line with the
argument, the descriptive words of leaders and parties predicted
vote choice to the same extent, whereas the order of questions
mattered. Citation: Fredén A and Sikström S (2021)
Reevaluating the Influence of Leaders
Under Proportional Representation:
Quantitative Analysis of Text in an
Electoral Experiment. Front. Psychol. 12:604135. doi: 10.3389/fpsyg.2021.604135 May 2021 | Volume 12 | Article 604135 1 Frontiers in Psychology | www.frontiersin.org Quantitative Analysis of Text Fredén and Sikström The focus on voters’ own responses in the present study
is rather unique: so far, the materials that are the focus
in related studies are usually party manifestos, press releases
or related materials (Klüver and Sagarzazu, 2016; Crabtree
et al., 2018). When leaders are the focus, the current trend is
survey experiments where leader qualities are experimentally
manipulated (see for example Tavares et al., 2018). Fewer studies
refer to “real” political leaders, which is the starting-point in
this study. Media scholars have been somewhat more tempted
to follow this path where, for example, Aaldering et al. (2018)
start from the perspective that the tone of the media coverage
of leaders has a mediating impact on the propensity to vote for
a party. Still, current research tends to look at leader impact
during election campaigns more generally, without asking the
voters themselves. Sullivan, 2019). More important for the present study, is that
text written early tends to carries more important content. In
particular, Kjell et al. (2019) showed a semantic primacy effect,
where words generated early in the description of a mental state
were more predictive of rating scale scores, than words generated
later. This finding matches the current experiment well, in the
sense that the descriptions that voters give first should be more
strongly associated with vote intention than the descriptions that
they give later. The words that the voter comes up with first are
the words that are most easily accessible, and represent the voter’s
primary view of a political unit (i.e., the mental representation of
the party and/or the leader), whereas words that generated later
are less informative the voter’s representation of the political unit. Following this line of argument we propose that: Primacy hypothesis (H2). In the condition where voters are
asked to first describe leaders and then describe parties, the
description of leaders will be a more important indicator of vote
choice than the description of parties. The opposite pattern will
be found in the conditions were voters are asked to describe
parties first. Citation: The words that the respondent gave first predicted the
vote intention better that the words that came second. Frontiers in Psychology | www.frontiersin.org 1The Social Democrats, the largest party in Sweden, was not included in the survey.
However, their main competitor, the Moderates, is included. Since the previous
dominance of Social Democrats in Sweden is an exception rather than rule in
similar PR contexts (see, for example, McCall Rosenbluth and Shapiro, 2018),
this sample should still be sufficiently representative for established proportional
representation party systems today. MATERIALS AND METHODS The case for the study is the proportional representation system
of Sweden, which was long dominated by the single party Social
Democrats governments. More recently it has oriented toward
coalitions of parties (Bäck and Bergman, 2016; Fredén, 2021). The party system of 2018 consisted of three bigger parties (the
Social Democrats, the Moderates, and the Sweden Democrats)
and five smaller parties (Greens, Liberals, Left party, Centre party,
and Christian Democrats). The focus of the present study is the
parties that characterize these types of PR systems, namely, these
smaller parties. One circumstance that could direct voters more
toward leaders over parties in general is if the parties coordinate
before the election, or if the parties run more independently. If the negotiations between the parties after the election are
supposed to matter more, that is, if the blocs are more loosely
organized, then, candidate evaluations potentially matter more Leader conflation hypothesis (H1). The words a voter uses to
describe a party leader tend to be similar and are at least as
indicative for his or her vote choice as the words used to describe
the party. The second hypothesis concerns how the order of the
descriptive task potentially affects the predictive powers of free
text descriptions. A well-studied effect in the memory literature
is the primacy effect (e.g., Murdock, 1962). This effect shows that
items that are presented first are usually better remembered than
items presented later. The theoretical basis for the primacy effect
is not fully understood, however, a view typically taken in the
literature relates to the first items receives more attention or are
rehearsed more than the later items (Anderson and Hubert, 1963; May 2021 | Volume 12 | Article 604135 Frontiers in Psychology | www.frontiersin.org 2 Quantitative Analysis of Text Fredén and Sikström since the leaders will then have a crucial role in the post-election
negotiations. In the 2018 general election, the parties competed
more independently than in the previous elections (Aylott and
Bolin, 2019). Three of the parties had new party leaders since the
previous election (the Greens, the Christian Democrats, and the
Moderates), and three of the parties were at risk of not reaching
the four percent electoral threshold (the Greens, the Christian
Democrats, and the Liberals). Selection of Political Parties For pragmatic reasons, we had to select a smaller number of
parties to include for the descriptive task in the experiment. Including too many parties in the survey experiment would
also have made the task more cumbersome and risk increasing
participant fatigue. Previous political science research mainly
focuses on leader effects of bigger parties (compare research
from the US context as well as previous research on the Swedish
context such as for example Oscarsson and Holmberg, 2016). Here, the focus is on party characteristics that are typical
for proportional representation, that is, smaller parties whose
fortune is more insecure during elections times, and where the
leader may play a less salient role. The survey includes the
three smallest parties that were at risk of not reaching electoral
representation—the Liberals, the Greens, and the Christian
Democrats—and the major right-wing party, the Moderates,
which was a potential leader of government. This implies a mix
of parties in terms of size, their positions on the left-right-scale,
as well as the gender of the leader (two male leaders, and two
female leaders). In order to draw conclusions about potential
leader effects under proportional representation, this sample of
four parties should thus serve as a relevant reference1. Sample The
sample
consists
of
self-recruited
participants,
who
participated in the survey voluntary (with no extra reward). Eleven thousand six hundred twenty-one were invited to take
the survey experiment, and 58% (6,776) responded. Mullinix
et al. (2015) show that convenience samples, in general, generate
effects that are very similar to population-based samples. Since the main interest here is the global relationship between
party and leader perceptions, rather than contents, levels of
support or word counts concerning specific parties, sample
characteristics should matter relatively little (compare Mutz
et al., 2019). The number of unique words is high: 10,010 related
to parties and 8,165 related to leaders. Most important, standard
socio-economic characteristics are evenly spread between the
randomized treatment groups. Respondents come from all
age groups, education levels and gender (for more detailed
information of sample characteristics, see the Supplementary
Table A1). Also party support is evenly spread between the
two treatment groups. Supporters of the main parties Social
Democrats and Moderates are underrepresented compared
with election results, whereas supporters of smaller parties Study Design g
The aim of the study was to collect evaluations of political
parties and their leaders in a real-life campaign using a survey
experimental design, where we would (1) examine voters’ leader
descriptions in relation to their party descriptions (2) examine
the impact of priming the respondent with the leader descriptive
task vs. the party descriptive task. The experiment was part
of a methods-oriented survey at the Swedish National Election
Studies Program/LORe Internet Campaign panel, managed by
the SOM-Institute, University of Gothenburg. It was released
2 weeks before the general election on 9 September 2018
(respondents continued to submit their responses up to the
Election Day, but most of the respondents submitted their
answers in the period 25–31 August). Before entering the study,
participants agreed to participate by accepting the data and
investigation procedures in the LORe Internet campaign panel,
in accordance with current ethics and GDPR standards. MATERIALS AND METHODS The presence of a strengthened
populist party, the Sweden Democrats, oriented the campaign
toward issues as well as the four percent electoral threshold,
since the established blocs needed the smaller parties to reach
the threshold to survive as government alternatives. One of the
main opinion polls indicated a tight race between the three bigger
parties Social Democrats, Moderates, and Sweden Democrats
(Bergman, 2018) and most polls suggested a close race between
the traditional left-socialist bloc and the center-of-right bloc (see
for example Sifo, 2018). are overrepresented (compare Valmyndigheten, 2019, and
Supplementary Table A2 for distributions of vote intentions
over treatments in this experiment). Seventy-nine percent of
the respondents indicated that they were very certain about
their party choice when they took the survey experiment
(corresponding to 6 or 7 on a scale from 1 to 7, where 1 stands
for not certain at all, and 7 for absolutely certain). The study
sample is thus a group of relatively convinced voters. Since the
impact of leaders on choice may be stronger among volatile and
unknowledgeable voters (Oscarsson and Holmberg, 2016), the
potential leader influence on the perception of a political party
should not be particularly great here. Instead, the experiment
should rather underestimate than overestimate primacy effects
and leader conflation. Frontiers in Psychology | www.frontiersin.org Method: Latent Semantic Analysis
Predicting Voting From Text Data The novelty of this study is to collect free text descriptions
of political units (leaders and parties), as a complement to
the standard approval rating scales. The primary interest was
to study how well these three keywords generated by the
participants predict their voting behavior, and to what extent
priming respondents with one descriptive task over the other
would influence the results. To our knowledge, the best methods
for doing this builds on a combination of NLP and ML. NLP
methods allow quantification of texts (e.g., keywords) to a
high dimensional representation to which an individual’s word
descriptions are compared. ML allows us to investigate whether
this representation predicts an outcome variable, which in our
case is voting behavior. To do this, we used Latent Semantic
Analysis (LSA), a quantitative text analytical approach that
quantifies and systematize voters’ responses. This data-driven
(unsupervised) method is suitable for measuring meaning in
word expressions by quantifying how similar the words are
to each other. The method resembles factor analysis, since
words that are similar in meaning receives similar semantic
representations. In this study, we first created a high dimensional
(N = 300) semantic representation based on the 135,806 words
in the dataset. A semantic space was created based on the words
generated by the participants. The method is described in detail
in Kjell et al. (2019) (see also Landauer and Dumais, 1997). First
a word-by-word co-occurrence matrix is created where each cell The semantic similarity score (SS) between two sets of words
is calculated by taking the cosine of the angle between two
associated semantic vectors, which in this case is mathematically
equivalent with multiplying each dimension with each other
and summing them. This score, bounded between -1 and +1,
which is high when the word sets are similar in meanings and
small when they are unrelated. For example, descriptions such as
“right” get a high score relative to a “conservative” dimension,
since these are close in meanings, whereas descriptions such
as for example “solidarity” gets a lower score relative to an
“authority” dimension, since these word representations are less
similar to each other. The semantic representations of the three words that the
participants generated can be used to predict vote choice. This
is done by using the semantic representation as predictors
in logistic regression, where 1 represent choosing the specific
party, 0 choosing some other party. Experimental Procedure The online survey experiment proceeded as follows. Participants
were randomly assigned to starting with either the task of
describing parties (n = 3,428), or the task describing the leaders of
the same four parties (n = 3,348). The party item was formulated
as follows “What does the following party represent for you?”
“Please enter up to three descriptive keywords, or leave blank
if you do not know about the party.” The party leader item,
in turn, was formulated as follows: “What does the following
party leaders/spokespersons represent for you?” “Please enter
up to three descriptive keywords, or leave blank if you do not
know about the party leader/spokesperson.” Respondents were
provided with party abbreviations in brackets when they were May 2021 | Volume 12 | Article 604135 Frontiers in Psychology | www.frontiersin.org 3 Quantitative Analysis of Text Fredén and Sikström represents the number of times two words have been generated
in the same answer by a participant. Then each cell is normalized
by logarithm plus one. Finally, a data compression algorithm
(singular value decomposition) is applied to this matrix, where
the first 300 resulting dimensions are maintained (i.e., the
dimensions are ordered by how much information they maintain
from the original matrix, so the first dimensions are the most
important)4. This results in a representation where each word
is associated with a vector (normalized to the length of one)
that represent how semantically similar the words are in the
dataset. Since the data material concerns keywords on parties and
politicians (and little irrelevant text information) this method is
suitable for categorizing responses. The three words from the
individual are summarized to one semantic representation, by
adding the vector associated to each word and normalize the
length of the resulting vector to one. This representation allows
to measure the semantic similarities scores between two texts, as
well as make predictions to a numerical variable, for example vote
intention, as described below. to describe the leaders. Since this is how leaders are usually
presented in the media, we believe that is a valid way of collecting
words on leaders. See the Supplementary Material for the
original formulations in Swedish. On the next page, the descriptive task was shifted—those who
had not described leaders described parties, and vice versa2. All
respondents described all four parties and their four party leaders. The survey institute decided the order in which the parties
appeared3. Experimental Procedure On the following screen, the respondent indicated
three important issues. After these items, the respondent declared
his or her vote intention. The experiment finished by responding
to a question about certainty of vote decision on a scale from1
(not certain at all) to 7 (very certain). For screenshots of the experiment’s online format, see the
Supplementary Material. 2The average number of words that the respondent used for describing parties and
leaders decreased for parties and leaders depending on whether it was the first or
last descriptive task. It decreases somewhat more for parties (from on average 2.3
to 1.9 words) than for leaders (from 2.0 to 1.8 words). 4Another option would have been to compare the voters’ text descriptions with
general text materials such as for example google n-grams, however, in this case,
there was reason to create a semantic space of words related to political parties and
leader descriptions.
5See for example Medium (2019) for a discussion on correlation measures for
binary outcomes. 2The average number of words that the respondent used for describing parties and
leaders decreased for parties and leaders depending on whether it was the first or
last descriptive task. It decreases somewhat more for parties (from on average 2.3
to 1.9 words) than for leaders (from 2.0 to 1.8 words).
3The descriptive statistics show that the average number of words is very similar
describing the four leaders, independent of their internal order in the survey
experiment (ranging from 1.96 to 2.03 when the leader descriptive task comes first,
to 1.80–1.87 when it comes last). When it comes to the party descriptive task, the
number of keywords is associated with size rather than order: the greatest number
of words (2.46) is for the Moderate party and the lowest (2.17) for the Christian
Democrats when party descriptions came first, and 2.05 for Moderates (highest) vs.
1.80 for Christian Democrats (lowest) when party descriptions came last. Since the
general patterns are similar and the differences relatively small, we do not believe
that an internal order effect is driving the results and main conclusions. Moreover,
previous research indicates that the first and second words are most important for
measuring the respondent’s semantic representation (Kjell et al., 2019). 4Another option would have been to compare the voters’ text descriptions with
general text materials such as for example google n-grams, however, in this case,
there was reason to create a semantic space of words related to political parties and
leader descriptions. Frontiers in Psychology | www.frontiersin.org 5See for example Medium (2019) for a discussion on correlation measures for
binary outcomes. Method: Latent Semantic Analysis
Predicting Voting From Text Data The resulting predicted vote
choice were then correlated with the empirical value of the vote
intention. Here we used point-biserial correlation, which is a
suitable method for dichotomous dependent variables5. Based on
the text data from a specific word question (e.g., about the party
“Moderates”), we can predict to what extent voters are likely to
choose a party (e.g., “Moderates,” “Liberals,” etc.). For example,
if Liberal party voters tended to enter the words “liberal” and
“school” together and other voters used these word combinations
to a less extent (or used words with very different meanings),
such systematic co-occurrence patterns will translate into r-scores
that are higher for the Liberal party relative to other parties. The predictions are evaluated with a 10-fold cross-validation
procedure, which means that the text data from the experiment
was randomly divided into a training set consisting of 90%
of the data, were the empirical values of vote intentions were 3The descriptive statistics show that the average number of words is very similar
describing the four leaders, independent of their internal order in the survey
experiment (ranging from 1.96 to 2.03 when the leader descriptive task comes first,
to 1.80–1.87 when it comes last). When it comes to the party descriptive task, the
number of keywords is associated with size rather than order: the greatest number
of words (2.46) is for the Moderate party and the lowest (2.17) for the Christian
Democrats when party descriptions came first, and 2.05 for Moderates (highest) vs. 1.80 for Christian Democrats (lowest) when party descriptions came last. Since the
general patterns are similar and the differences relatively small, we do not believe
that an internal order effect is driving the results and main conclusions. Moreover,
previous research indicates that the first and second words are most important for
measuring the respondent’s semantic representation (Kjell et al., 2019). May 2021 | Volume 12 | Article 604135 Frontiers in Psychology | www.frontiersin.org 4 Quantitative Analysis of Text Fredén and Sikström that the most central word is identical to the most central leader
descriptions that come first: “school” [skola]. In addition, more
abstract concepts such as “freedom” and the “EU” are significant
in the party descriptions that precede leader descriptions. The
interpretation of the difference between words coming first or
last is less straight-forward for parties than for leaders. 6The sample sizes in the sixteen different correlation models (the word
descriptions of four parties and their leaders described first or last, correlated with
respondents’ vote intentions) varied between 2,475 and 2,844. 7The only exception is the Moderate party descriptions, where the second party
descriptive task predicted vote choice to a greater extent that the first party
descriptive task. One potential explanation is that the preceding leader descriptions
amplified voters’ associations to the party more in this case because the leader is a
potential Prime Minister. Correlations The
analyses
were
performed
in
the
Matlab
version
of
the
online
statistical
software
semanticexcel.com
(Sikström et al., 2020). Below we test the hypotheses more directly, i.e., how well the
written descriptions of leaders and parties predicted voting
intention. Table 1 and Figure 3 show the point biserial
correlation (r) between the empirical value of vote intention
and the predicted value of vote choice. Table 1 shows how
well descriptions of the party’s leader or party predicted vote
choice for the four parties that were included in the survey items
(the Moderates, the Liberals, the Christian Democrats, and the
Greens). These analyses support the first hypothesis that voters’
descriptions of leaders are associated with vote choice to the same
extent as their description of parties. Overall, leader descriptions
(r = 0.125, s = 0.0093) mattered as much as party descriptions
(r = 0.127, s = 0.0093) concerning these four focal parties. Method: Latent Semantic Analysis
Predicting Voting From Text Data The size
of the cloud, i.e., the number of central words following the LSA,
is the same size in the two treatments. One observation is that
the words on the right, i.e., where the party descriptions come
last, are more influenced by policy-laden words (for example,
“right” [höger]), which are features that may detach voters from
a party. It is possible that the leader descriptions that preceded
these descriptions influenced the party words in that direction. used in the predictions, and then evaluated on the remaining
10% of the data. This procedure is repeated 10 times, with
different training and test data sets, so all data points receive a
predicted value. The Supplementary Material provides a general
overview of this method. We thus predicted vote choice based on the survey items
that contained up to six words per political unit (three related
to the party, three related to the party leader) and the vote
intention item, which were collected during the experiment. This allowed direct comparison of predictive powers of words
related to leaders, vs. words related to parties (H1). We separated
the sample into test order, where one condition consisted of
respondents answering the party leader questions first, and the
other condition answered the party items first. This allowed us to
investigate whether test order influenced the results (H2).6 The descriptions suggest that participants describe leaders and
parties with rather similar concepts if it is their first associative
task. Nevertheless, personal characteristics such as “boring”
[tråkig] and “clear”/“unclear” [tydlig/otydlig] are significant
words following the first descriptive leader task. This suggests
that primacy of leaders can influence voters to think about issues
and personal characteristics simultaneously, and that evaluations
of leaders and party contents in conjunction predict vote choice
to the greatest extent. To get a qualitative overview of the data, the words in
the dataset were also visualized in word clouds, following the
methods specified in Kjell et al. (2019). The words that were
representative for voters’ descriptions of leaders and parties were
grouped together, where the words in the center of the clouds
are the most representative (i.e., words with the highest semantic
similarity with other words in the same condition), and font size
represents frequency. Then, these descriptions were divided by
order, i.e., coming first or last as descriptive tasks. Descriptives First, we evaluate leader and party descriptions depending on
the order of the question. Figure 1 summarizes descriptions
of all four leaders, where the left side of the figure shows
words that are indicative results of the leader question being
second (i.e., after the party question), whereas the right-
hand side presents the result when the leader question was
presented first. When the party leaders were described first,
the descriptions relate to politics and party characteristics, for
example “school” [skola], “conservative” [konservativ], as well as
personal characteristics, such as for example “boring” [tråkig]. On the other hand, when leaders were described after the
parties, the word clouds contain less ideological and issue-related
words, and more characteristics related to personal qualities:
“trustworthy” [trovärdig], “competent” [duktig]. These findings
give some first support to the hypothesis that the leader and
party descriptions tend to conflate, especially if the leader item
precedes the party item. Second, we find support of the primacy effect stated in the
second hypothesis. The descriptions that the voters gave first,
in general, predicted vote choice better independently of the
descriptive task. Thus, for example, if leaders were described
first, then the descriptions of these predicted vote choice better
than the descriptions of the parties that came afterward. The
first question had a higher correlation for parties (r = 0.145,
s = 0.013 vs. r = 0.110, s = 0.013) as well as for party leaders
(r = 0.149, s = 0.013 vs. r = 0.101, s = 0.013). The correlation for
the first questions were significantly higher than the correlation
for second questions (p = 0.0026, N = 2,607 (participant) ∗8
(questions), z = 3.0 (see Meng et al., 1992)7. Figure 3 illustrates the general pattern that we found. The
graph compares the predictive powers of vote choice at t1 (when
the party or leader is described first) and at t2 (when party or Figure 3 illustrates the general pattern that we found. The
graph compares the predictive powers of vote choice at t1 (when
the party or leader is described first) and at t2 (when party or For comparison, Figure 2, in turn, shows word clouds for
the party descriptions, where the left-hand side shows words
indicative of party descriptions given first, and the right side
party descriptions after leader descriptions. Descriptives The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of party descriptive texts was significant
t(59,515) = 23.61, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. FIGURE 2 | Word descriptions of parties under different conditions. The figures show words arranged in word clouds. The number of plotted words has been limited
to 100. The total number of words for the party descriptions is 59,515, and the number of unique words is 10,010. Words in color were significant following
Bonferroni correction for multiple comparisons. The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of party descriptive texts was significant
t(59,515) = 23.61, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. leader is described last). This supports the conclusion that the
order of the descriptive task matters (Hypothesis 2). conceptualization of the party. In our experiment, we find that
associations that are prior to others predict vote choice best,
which demonstrates that a primacy effect occurs in the vote
decision-making process. To summarize, the latent semantic analyses support the
claim that voters’ descriptions of leaders and parties are of
similar importance for predicting their vote choice. In line
with our first hypothesis, the leader descriptions from the
three keywords predicted vote intention to the same extent as
party descriptions did. Leader descriptions given before party
descriptions were more influential and explicitly related to policy. This suggests that voters often conflate representations of leaders
and parties, and that these concepts may be exchanged in
the voter’s mental representation within the context of voting
behavior. In addition, the generally clearer descriptions that
voters entered in the first party association task appear to
matter more for choice than the more diverging words that
summarized the last descriptive task. Thus, the more solid
picture of the party and its leader predicted vote choice better
than the less coherent figure. Nevertheless, the analysis shows
that the leader descriptions, which are more oriented toward
evaluation of personal qualities, can be part of this solid Frontiers in Psychology | www.frontiersin.org Descriptives The number of plotted words has been limited
to 100. The total number of words for the party descriptions is 59,515, and the number of unique words is 10,010. Words in color were significant following
Bonferroni correction for multiple comparisons. The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of party descriptive texts was significant
t(59,515) = 23.61, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. FIGURE 1 | Word descriptions of leaders under different conditions. The figures show words arranged in word clouds. The number of plotted words has been limited
to 100. The total number of words for the leader descriptions is 53,372, and the number of unique words is 8,165. Words in color were significant following
Bonferroni correction for multiple comparisons. The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of leader descriptive texts was significant
t(53,372) = 23.69, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. FIGURE 2 | Word descriptions of parties under different conditions. The figures show words arranged in word clouds. The number of plotted words has been limited
to 100. The total number of words for the party descriptions is 59,515, and the number of unique words is 10,010. Words in color were significant following
Bonferroni correction for multiple comparisons. The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of party descriptive texts was significant
t(59,515) = 23.61, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. FIGURE 2 | Word descriptions of parties under different conditions. The figures show words arranged in word clouds. The number of plotted words has been limited
to 100. The total number of words for the party descriptions is 59,515, and the number of unique words is 10,010. Words in color were significant following
Bonferroni correction for multiple comparisons. Descriptives Interestingly, we find May 2021 | Volume 12 | Article 604135 Frontiers in Psychology | www.frontiersin.org 5 Quantitative Analysis of Text Fredén and Sikström FIGURE 1 | Word descriptions of leaders under different conditions. The figures show words arranged in word clouds. The number of plotted words has been limited
to 100. The total number of words for the leader descriptions is 53,372, and the number of unique words is 8,165. Words in color were significant following
Bonferroni correction for multiple comparisons. The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of leader descriptive texts was significant
t(53,372) = 23.69, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. FIGURE 2 | Word descriptions of parties under different conditions. The figures show words arranged in word clouds. The number of plotted words has been limited
to 100. The total number of words for the party descriptions is 59,515, and the number of unique words is 10,010. Words in color were significant following
Bonferroni correction for multiple comparisons. The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of party descriptive texts was significant
t(59,515) = 23.61, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. FIGURE 1 | Word descriptions of leaders under different conditions. The figures show words arranged in word clouds. The number of plotted words has been limited
to 100. The total number of words for the leader descriptions is 53,372, and the number of unique words is 8,165. Words in color were significant following
Bonferroni correction for multiple comparisons. The figure shows color-coded data-points that significantly discriminate between the high and the low value of the
scale parties first (left) or leaders first (right) using semantic tests. The semantic t-test comparing the two sets of leader descriptive texts was significant
t(53,372) = 23.69, p = 0.0000. For a detailed description of the method, see the Supplementary Figure notes. FIGURE 2 | Word descriptions of parties under different conditions. The figures show words arranged in word clouds. DISCUSSION The models include respondents with valid key
word responses. The actual sample sizes of the prediction models vary between
2,844 (Moderate party described first) and 2,475 (Green’s spokesperson I. Lövin
described second). Forthcoming studies should also elaborate more upon how
important leaders are for party success, and how important
leaders are as spokespersons for certain policy profiles. For
example, the choice of leader has an impact on how voters
view the party’s ideological leaning, which in turn affects voting
behavior. When voters tend to be more volatile, and rely
upon various media sources for their decisions, these kinds
of mechanisms become even more important to scrutinize. One avenue for future research is the duration of such leader
effects, and the potential variation over different contexts. This
study examined a proportional context with a less predictable
outcome than usual as a populist party had grown stronger
relative to the established parties. Potentially, this made the
2018 Swedish election more similar to other countries where we
have seen similar patterns, such as Denmark, Norway, and the
United Kingdom. It would be fruitful to replicate the study in
these other contexts in order to test the generalizability of the
relatively strong leader influence we found in this experiment. FIGURE 3 | Prediction of voting intention based on order of the descriptive
task. The figure is based on Table 1 and show the party average Pearson
correlation coefficient between predicted and empirical voting intention (r) at t1
(party or leader described first) and t2 (party or leader described last). The
difference between the correlations at t1 and t2 are significant with p < 0.001. FIGURE 3 | Prediction of voting intention based on order of the descriptive
task. The figure is based on Table 1 and show the party average Pearson
correlation coefficient between predicted and empirical voting intention (r) at t1
(party or leader described first) and t2 (party or leader described last). The
difference between the correlations at t1 and t2 are significant with p < 0.001. FIGURE 3 | Prediction of voting intention based on order of the descriptive
task. The figure is based on Table 1 and show the party average Pearson
correlation coefficient between predicted and empirical voting intention (r) at t1
(party or leader described first) and t2 (party or leader described last). The
difference between the correlations at t1 and t2 are significant with p < 0.001. ETHICS STATEMENT Using this kind of
text
analytical
approach
advances
knowledge about how voters think when they think about parties
and leaders, and how these associations guide the vote choice
process. This knowledge may have practical implications, as it
suggests that creating positive associations to the leader and
make them stand in the front of the party’s policy message
is a potentially successful party strategy. Leader and party
descriptions are not separate from policy positions, and the
leader’s role as spokespersons should not be underestimated. Clarity and uniqueness in the policy message, as well as repetition
of it, would make such associative patterns even more salient. The
influence of leaders can be a problem if this has consequences
for party survival that are not rooted in policy responsiveness
between voters and parties, but rather in personal characteristics
of the leader that can be less relevant. Nevertheless, if the parties’ The studies involving human participants were reviewed
and
approved
by
the
University
of
Gothenburg. The
participants
provided
their
written
informed
consent
to
participate in this study. DATA AVAILABILITY STATEMENT The datasets presented in this article are not readily available
because the datafiles may still contain personal identifiable
information. Parts of the dataset may be available on upon
request, after some additional screening by data managers at the
Laboratory of Opinion Research at the University of Gothenburg. Requests to access the datasets should be directed to AF,
annika.freden@kau.se. showed that a combination of policy and personal characteristics
had greater predictive power than personal characteristics that
are less associated with the party. Studying voters’ own free
text responses thus revealed that leader influence on political
sympathy is salient also in PR. Frontiers in Psychology | www.frontiersin.org DISCUSSION The results from an electoral experiment and a LSA lent support
to the hypothesis that descriptions of leaders had about equally
as strong predictive power as descriptions of parties in the 2018
Swedish general election campaign. We also found clear evidence
that the order of the questions matter: descriptions of leaders
or parties that were given first mattered more for the decision
and were qualitatively different from descriptions given second. We thus revealed a primacy effect in an electoral context, where
voters were asked to describe party leaders and parties in free
text. One potential implication is that the piece of information
that the campaign currently emphasizes, be it the leader or
the party, is influencing the voter’s mindset. The analysis also May 2021 | Volume 12 | Article 604135 6 Quantitative Analysis of Text Fredén and Sikström TABLE 1 | Prediction of voting intention based on participants written descriptions. Describe parties
Describe leaders
Party
First
Second
Leader
First
Second
Average
Green
0.104
0.070
I. Lövin
0.144
0.131
0.112
Liberals
0.186
0.059
J. Björklund
0.153
0.084
0.121
Christian
Democrats
0.073
0.060
E. Busch Thor 0.087
0.024
0.061
Moderates
0.215
0.252
U. Kristersson 0.211
0.164
0.211
Average
0.145
0.110
0.149
0.101
0.126
The sample sizes in the sixteen different correlation are based on the samples of the
respective treatments group (n = 3,428 when parties are described first, n = 3,348
when leaders are described first). The models include respondents with valid key
word responses. The actual sample sizes of the prediction models vary between
2,844 (Moderate party described first) and 2,475 (Green’s spokesperson I. Lövin
described second). paint a coherent picture of party policies and leader, it will
facilitate voters’ possibility to predict the leaders’ forthcoming
abilities to negotiate with other parties. In the studied election,
previous policy orientations had to be reconsidered since the
election resulted in unclear majorities. Future studies should
look deeper into which part influences the other most during
the election campaign: i.e., if parties and leaders can influence
voters directly through emphasizing certain dimensions in their
repertoires (compare Broockman and Butler, 2017; Barber and
Pope, 2018) or whether these associations rather grow from
“below,” i.e., the voters. The sample sizes in the sixteen different correlation are based on the samples of the
respective treatments group (n = 3,428 when parties are described first, n = 3,348
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met0000191 Conflict of Interest: The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be construed as a
potential conflict of interest. Klüver, H., and Sagarzazu, I. (2016). Setting the agenda or responding to voters? political parties, voters and issue attention. West Eur. Politics 39, 380–398. doi: 10.1080/01402382.2015.1101295 Copyright © 2021 Fredén and Sikström. This is an open-access article distributed
under the terms of the Creative Commons Attribution License (CC BY). ACKNOWLEDGEMENTS experimental data, developed a strategy for the more complex
analysis in collaboration with SS, and drafted the manuscript. SS performed the statistical analysis and provided important
revisions. Both authors contributed to the article and approved
the submitted version. The authors would like to thank the reviewers and research
assistant Alexander Rangfält. FUNDING The Supplementary Material for this article can be found
online
at:
https://www.frontiersin.org/articles/10.3389/fpsyg. 2021.604135/full#supplementary-material This work was supported by Vetenskapsrådet Grant 2017-02941. Publication fees were supported by Lund University. This work was supported by Vetenskapsrådet Grant 2017-02941. Publication fees were supported by Lund University. AUTHOR CONTRIBUTIONS AF and SS developed the study concept and raised the funds
that were necessary to conduct the experiment (with AF as main
applicant). AF was responsible for the final survey experimental
design, the contact with the Lore opinion lab at the University
of Gothenburg, performed the statistical overview analysis of the May 2021 | Volume 12 | Article 604135 7 Quantitative Analysis of Text Fredén and Sikström REFERENCES The use,
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Democracy From Itself. New Haven, CT: Yale University Press. May 2021 | Volume 12 | Article 604135 Frontiers in Psychology | www.frontiersin.org 8
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Neighborhood Walkability and Active Transportation: A Correlation Study in Leisure and Shopping Purposes
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Received: 28 February 2020; Accepted: 24 March 2020; Published: 25 March 2020 Abstract: A walkable environment is a crucial factor for promoting active transportation. The purpose
of this study is to examine the association between neighborhood walkability and active transportation
for noncommuting purposes (leisure and shopping) in Seoul, Korea. The Walkability Score is used
as a measure of walkability, and a multilevel logistic regression model is employed to measure the
odds of active transportation (i.e., walking and cycling; nonmotorized trips) at two levels: individual
(level 1) and neighborhood (level 2). The results of the study showed that the Walkability Score was
significantly correlated with higher odds of active transportation in shopping models. Specifically,
every one-point increase in the Walkability Score was associated with 1.5%–1.8% higher odds of
active transportation in shopping models. However, there was no significant correlation between
the two in leisure models. Meanwhile, individual characteristics associated with the odds of active
transportation differed in the leisure and shopping models. Older age was positively correlated with
the odds of active transportation in the leisure model, while females showed a positive correlation in
the shopping model. Based on the study, urban and transportation planners can recommend urban
policies to promote active transportation in an urban setting. Keywords: active transportation; walking; cycling; leisure trip; shopping trip; Walk Score; Walkability
Score; multilevel logistic regression model; Seoul Article
Neighborhood Walkability and Active Transportation:
A Correlation Study in Leisure and
Shopping Purposes Eun Jung Kim 1
, Jiyeong Kim 1 and Hyunjung Kim 2,* Eun Jung Kim 1
, Jiyeong Kim 1 and Hyunjung Kim 2,*
1
Department of Urban Planning, Keimyung University, 1095 Dalgubeol-daero, Dalseo-gu, Daegu 42601,
Korea; kimej@kmu.ac.kr (E.J.K.); th154@naver.com (J.K.)
2
Department of Civil and Environmental Engineering, Seoul National University, Gwanak-ro 1, Gwanak-gu,
Seoul 08826, Korea J
g
, J y
g
y
j
g
1
Department of Urban Planning, Keimyung University, 1095 Dalgubeol-daero, Dalseo-gu, Daegu 42601,
Korea; kimej@kmu.ac.kr (E.J.K.); th154@naver.com (J.K.)
2
Department of Civil and Environmental Engineering, Seoul National University, Gwanak-ro 1, Gwanak-gu,
Seoul 08826, Korea *
Correspondence: urbanistar@snu.ac.kr; Tel.: +82-2-880-8903 International Journal of
Environmental Research
and Public Health International Journal of
Environmental Research
and Public Health Int. J. Environ. Res. Public Health 2020, 17, 2178; doi:10.3390/ijerph17072178 1. Introduction An increase in sedentary behavior and a proportionate growth in chronic diseases have been
considered the most critical public health issues in the modern world, prompting several researchers
in the public health and urban planning fields to investigate the environmental impact of promoting
higher levels of physical activity [1,2]. As a means to promote physical activity, walking and cycling
can be considered feasible daily activities for most people [3–5]. Among the different types of physical
activities, walking and cycling are considered suitable for all age groups, given that they do not
require special skills or facilities, and allow people to manage the intensity of their own movements [5]. Therefore, efforts to enhance walking and cycling within the community have been gaining momentum
lately [5]. Promoting physical activity can help prevent a rise in the overweight and obese population and
reduce the risk of potential chronic ailments such as respiratory diseases and Type 2 diabetes, as
well as mortality risk from cardiovascular diseases and cancer [3,6–10]. Enhanced physical activity
can also benefit mental health as it can improve emotions and the sense of recognition [11], reduce Int. J. Environ. Res. Public Health 2020, 17, 2178; doi:10.3390/ijerph17072178 www.mdpi.com/journal/ijerph www.mdpi.com/journal/ijerph Int. J. Environ. Res. Public Health 2020, 17, 2178 2 of 16 pressure [12,13], and depression [14]. From the urban and transportation planning perspective,
walking and cycling, usually termed as “nonmotorized transport” or “active transportation,” can be
considered an important means for promoting sustainable cities and for providing social, environmental,
and economic benefits [4,15]. Therefore, there is a growing emphasis on the importance of active
transportation in light of urban problems such as traffic congestion, environmental pollution, energy
shortage, and an increase in the obese population. It is imperative to promote environmental and policy approaches to encourage physical activity
considering that it can benefit all citizens in the neighborhood [16–18]. Accordingly, efforts to find
an adequate built environment for physical activity, especially a walkable environment, has attracted
the attention of policymakers, urban and transportation researchers, and public health scientists. Several studies have identified built environmental factors that most significantly influence walking
behavior in urban and suburban areas [4,7,19–21], and efforts were made to develop a methodology
to objectively measure the level of walkability. Consequently, several indices such as the Walk Score,
Walkability Index, and Pedestrian Index of the Environment were developed combining various built
environmental variables that influence walking behavior [7,19–32]. 1. Introduction The Walk Score is one of the popular
indices that objectively measures neighborhood walkability, taking into account the accessibility of
amenities in the vicinity (e.g., grocery stores, restaurants, shopping centers, coffee shops, parks, schools)
and pedestrian friendliness (e.g., intersection density and average block length) [25], and is currently
used in various fields, including public health, real estate, and urban planning [33–37]. Studies have
verified whether the Walk Score is appropriate to describe the level of walkability, and correspondingly,
several works of the literature showed that a higher level of Walk Score is positively correlated with
walking behavior [7,26,29,30,38–42]. A number of studies have investigated the association between walkability and health indicators
using the Walk Score [42–44]. Xu and Wang examined the impact of the neighborhood environment on
physical inactivity and obesity in Washington, D.C. in the United States. Using a multilevel regression
model, they found that street connectivity was negatively associated with obesity, while Walk Score was
negatively associated with physical inactivity. They also found that the obesity risk varied depending
on urbanicity levels and gender, with a higher Walk Score linked to a lower risk of obesity in urban
areas for females [43]. Wasfiet al. examined the influence of neighborhood walkability on the Body
Mass Index (BMI) of urban Canadians using the Walk Score and the National Population Health
Survey of Canada, and found that neighborhood walkability influences BMI trajectories for males [42]. McCormack et al. explored the relationship between walkability and waist circumference, waist-to-hip
ratio, and BMI in Calgary, Alberta, Canada. Correspondingly, they found that a higher Walk Score was
associated with lower odds of having a large waist circumference; neighborhoods with a lower Walk
Score had higher odds of a high waist circumference, BMI, and waist circumference–BMI risk [44]. In
short, previous studies have shown that developing a walkable environment can influence physical
activity, which can lead to a significant population health impact. 2. Research Background Manaugh and El-Geneidy examined the relationship between the trip purpose and walkability in
nonmotorized mode of transportation; however, they considered noncommuting trip purposes mainly
for shopping [30]. Lefebvre-Ropars et al. examined the association between walking time and the built
environment using the Pedestrian Index of the Environment (PIE). They considered both shopping and
leisure as noncommuting trips, and found that the PIE was more strongly correlated to the choice of
walking for work, leisure, or shopping in very short trips [21]. However, they did not consider cycling
as active transportation. In sum, previous studies on noncommuting active trips mainly focused on
leisure walking/cycling, or investigated either leisure or shopping trips, or mainly focused on walking. Korea is facing a severe health problem related to physical inactivity [45]. According to the
Community Health Survey of Korea, the walking rate (the percentage of people who walked more
than five days a week for more than 30 min a day in a week) in the country decreased overall during
the past decade, from 50.6% in 2008 to 42.9% in 2018, while the proportion of individuals who are
obese increased from 21.6% in 2008 to 31.8% in 2018 [46]. This increase in physical inactivity and
obesity can be considered a social problem in Korea, which underscores the importance of developing
pedestrian-friendly urban environments [47–50]. Accordingly, the city of Seoul is promoting “Walkable
City, Seoul” as a major urban policy to enhance citizens’ health and reduce traffic congestion [51]. A pedestrian-oriented traffic environment is being modeled with increasing safe walking zones and
connecting touristic spots. Furthermore, bicycling is being promoted by expanding bike-related
infrastructure, such as a sharing bike system. g
y
A recent study by Kim et al. examined the association between walkability and active commuting
(i.e., walking and cycling to work or school) in Seoul using the Walkability Score, and empirically
found a positive correlation between walkability and active commuting [52]. This raises another
question as to whether walkability will also have a significant positive association in the case of
noncommuting trips (e.g., leisure and shopping trips) with active transportation (i.e., walking and
cycling). In addition, based on trip purposes, would a walkable environment associate similarly or
differently within leisure and shopping trips? Especially, noncommuting trips are an intentional trip
that may more likely depend on the neighborhood environment than a commuting trip [30]. 2. Research Background Over the past several decades, rapid industrialization and urbanization have led to significant
lifestyle changes resulting in an increasing overweight and obese population, creating a significant
public health burden in many countries [5,45]. A practical way to encourage physical activity on a
daily basis is to promote active transportation. Therefore, several studies identified that a walkable
environment has a positive association with active transportation [7,21,26–32]. For example, Reyer et al. used the Walkability Index and the Walk Score to explore the link to active transportation and found a
tendency toward more active travel in more walkable neighborhoods [7]. Likewise, Knuiman et al. examined the relationship of neighborhood walkability and accessibility to a destination using walking
as transportation in Perth, Australia. They found that accessibility to local destination, land use mix, and
street connectivity are important determinants for promoting walking as a means of transportation [32]. 3 of 16 Int. J. Environ. Res. Public Health 2020, 17, 2178 Studies regarding the relationship between walkability and noncommuting active trips mainly
considered the leisure purpose of walking or cycling. Investigating the neighborhood walkability
in Canada, de Sa and Arden found that respondents living in highly walkable 500 m buffer zones
(upper quartiles of the walkability index) were more likely to walk or cycle for leisure than those
living in low-walkable buffer zones. When a 1000 m buffer zone was applied, respondents in more
walkable neighborhoods were more likely to walk or cycle for both leisure and transport-related
purposes [27]. Dyck et al. examined the association between leisure-time physical activity and
perceived neighborhood environmental walkability in Belgium, Australia, and the United States. Except for the city of Ghent, Belgium, there was a positive linear association with recreational walking
and leisure time physical activity [28]. Thielman et al. estimated the association between walkability
and physical activity by transport walking and leisure time physical activity in Canada at the national
level. They found that walkability was associated with transport walking in all age groups and city
sizes. However, it had an inverse association with leisure-time physical activity among young adults
and in large cities [29]. Some studies examined walkability for shopping purposes [21,30,31], but
there are few studies that examined both leisure and shopping trips depending on the neighborhood
walkability. For example, Habibian and Hosseinzadeh examined walkability across trip purposes
including commuting, educational, and shopping, although they did not consider trips for leisure [31]. 3.1. Study Area
1. Study Area The study focuses on the city of Seoul, and uses travel mode data from the Household Travel
Diary Survey adapted from the Korea Transport Database [54]. The total number of home-based
trips for leisure and shopping purposes in the survey were 9998 and 8578, respectively. The city
of Seoul consists of 424 neighborhoods with their own administrative offices. The neighborhood
is referred to as “dong” in Korea, which is the most disaggregated administrative unit. Of the
424 neighborhoods, some had very few sample numbers in the survey. For example, in the case of
Jamwon-dong, only four individuals responded to the survey. Neighborhoods that had notably few
samples such as Jamwon-dong were excluded from the multilevel modeling, given that ensuring a
sufficient number of samples is one of the most important issues in multilevel analyses [55–57]. For
unbiased results, some studies suggested ”30/30” and “20/50” rules that indicated the minimum number
of observations per group/minimum number of groups. Kreft recommended the “30/30” [58], while
Hox recommended the “‘20/50” rule [59]. To prevent biased estimate of parameters, we employed a
minimum of 30 respondents per neighborhood for the study. Out of the 424 neighborhoods, the number
of corresponding neighborhoods was 129 and 91 in the leisure and shopping models, respectively. Overall, the study used 5742 individuals nested within 129 neighborhoods and 3722 individuals nested
within 91 neighborhoods in the leisure and shopping trip models, respectively, as shown in Figure 1. The study focuses on the city of Seoul, and uses travel mode data from the Household Travel
iary Survey adapted from the Korea Transport Database [54]. The total number of home-based trips
r leisure and shopping purposes in the survey were 9998 and 8578, respectively. The city of Seoul
onsists of 424 neighborhoods with their own administrative offices. The neighborhood is referred to
s “dong” in Korea, which is the most disaggregated administrative unit. Of the 424 neighborhoods,
ome had very few sample numbers in the survey. For example, in the case of Jamwon-dong, only four
dividuals responded to the survey. Neighborhoods that had notably few samples such as Jamwon-
ong were excluded from the multilevel modeling, given that ensuring a sufficient number of samples
one of the most important issues in multilevel analyses [55–57]. For unbiased results, some studies
uggested ”30/30” and “20/50” rules that indicated the minimum number of observations per
roup/minimum number of groups. 3.1. Study Area
1. Study Area Kreft recommended the “30/30” [58], while Hox recommended the
20/50” rule [59]. To prevent biased estimate of parameters, we employed a minimum of 30
spondents per neighborhood for the study. Out of the 424 neighborhoods, the number of
orresponding neighborhoods was 129 and 91 in the leisure and shopping models, respectively. Overall,
he study used 5742 individuals nested within 129 neighborhoods and 3722 individuals nested within
1 neighborhoods in the leisure and shopping trip models, respectively, as shown in Figure 1. (a)
(b)
Figure 1. Study area: (a) Neighborhoods with at least 30 individual respondents for leisure trips (N =
129); (b) Neighborhoods with at least 30 individual respondents for shopping trips (N = 91). Figure 1. Study area: (a) Neighborhoods with at least 30 individual respondents for leisure trips
(N = 129); (b) Neighborhoods with at least 30 individual respondents for shopping trips (N = 91). (a) (b) (b) (a) igure 1. Study area: (a) Neighborhoods with at least 30 individual respondents for leisure trips (N =
29); (b) Neighborhoods with at least 30 individual respondents for shopping trips (N = 91). Figure 1. Study area: (a) Neighborhoods with at least 30 individual respondents for leisure trips
(N = 129); (b) Neighborhoods with at least 30 individual respondents for shopping trips (N = 91). 2. Research Background Some
studies found that the distance and duration of noncommuting walking were substantially longer
than they were for commuting purpose, as well as the importance of urban forms on noncommuting
trips [21,53]. In particular, compared to commuting, a noncommuting trip can induce more walking
and cycling if an adequate walkable and bikeable built environment is provided in the neighborhood. This study expands the scope of Kim et al.’s [52] research by considering the Walkability Score and
active transportation differentiating the trip purposes to noncommuting. The purpose of this study is 4 of 16 Int. J. Environ. Res. Public Health 2020, 17, 2178 to examine the association between the level of walkability measured by the Walkability Score and
active transportation for noncommuting trips in Seoul, Korea. Specifically, the relationship between
the walkability level and active transportation (i.e., walking and cycling) in noncommuting trips (i.e.,
shopping and leisure trip) will be examined considering both individual characteristics and the built
environment of the neighborhood by conducting a multilevel analysis in Seoul. t. J. Environ. Res. Public Health 2020, 17, x FOR PEER REVIEW
4 of 17 2 Measures
3.2. Measures As mentioned earlier, this research expands on a study by Kim et al. [52]. In this study, an
nvestigation of the correlation between noncommuting active trips (i.e., leisure and shopping) and
he Walkability Score was conducted. Accordingly, independent variables were basically derived
om related data sources and methodology from Kim et al. [52], differentiating the trip purposes
sed as the dependent variables. The measurements and data sources of variables used in this study
re shown in Table 1. As mentioned earlier, this research expands on a study by Kim et al. [52]. In this study, an
investigation of the correlation between noncommuting active trips (i.e., leisure and shopping) and the
Walkability Score was conducted. Accordingly, independent variables were basically derived from
related data sources and methodology from Kim et al. [52], differentiating the trip purposes used as the
dependent variables. The measurements and data sources of variables used in this study are shown in
Table 1. Int. J. Environ. Res. Public Health 2020, 17, 2178 5 of 16 3.2.2. Neighborhood-level Variables (Level 2) 3.2.2. Neighborhood-level Variables (Level 2) This study employed the neighborhood as a spatial unit for multilevel modeling at level 2. All
neighborhood-level variables in this study used the mean values of each neighborhood. •
Walkability Score •
Individual socioeconomic status variable •
Individual socioeconomic status variable At the individual level, several socioeconomic status variables were considered as confounding
factors, including age, gender, household income, and car ownership. These individual variables were
also acquired from the 2016 Household Travel Diary Survey from the Korea Transport Database [54]. •
Dependent variables: Travel mode (motorized vs. nonmotorized modes) As dependent variables, this study used active transportation (e.g., walking and cycling) separately
for leisure and shopping purposes. From the Household Travel Diary Survey, there are four travel
modes—walking, bicycling, public transport, and private automobile. For the analysis, they were
coded as binaries—1 for nonmotorized modes (walking and cycling) and 0 for motorized modes
(public transport and private automobile). •
Walkability Score As a key independent variable, this study employed the Walkability Score, which was assessed in
Seoul by Kim et al. [61]. Moreover, a recent study found that the Walkability Score is a reliable index to
measure environmental walkability in the city [62]. The value of the Walkability Score is calculated
by the Walk Score algorithm, which basically calculates the accessibility of utilitarian destinations
with a distance decay function. They include nine amenities essential to everyday life—grocery stores,
restaurants, shopping centers, coffee shops, banks, parks, schools, books, and entertainment. The
Walkability Score calculates the closest network distance from each amenity and then awards 100% of
the maximum points to amenities located within a network distance of 400 m, 75% within 800 m, 40%
within 1.2 km, and 12.5% within 1.6 km of a given location [61]. By combining the accessibility of nine
types of utilitarian destinations, the scores are normalized on a scale of 0 to 100. Additionally, poor
pedestrian friendliness is considered as a penalty element. It considers the intersection density and
average block length as factors of pedestrian friendliness. Areas with lower intersection density (no
penalty: intersections per square mile > 200) and longer average block length (no penalty: average
block length < 120 m) receive penalties up to 10% of the total score. The Walk Score ranges from 0
(car-dependent) to 100 (walkers’ paradise) [25]. Geospatial data used for assessing the Walkability
Score in Seoul were collected from both governmental websites and private companies. More detailed
information on measures, data sources, and calculation methods is found in Kim et al. [61]. •
Neighborhood environmental variables 3.2.1. Individual-level Variables (Level 1) All individual-level variables of this study were acquired from the 2016 Household Travel Diary
Survey from the Korea Transport Database [54], which is a traffic-related survey conducted every five
years across the country and considered as a nationwide passenger survey in Korea. This survey
examines the travel diary of household members aged five and older on weekdays, and is conducted
through home visits and online using a self-reported questionnaire [60]. •
Dependent variables: Travel mode (motorized vs. nonmotorized modes) •
Dependent variables: Travel mode (motorized vs. nonmotorized modes) •
Neighborhood environmental variables The Walkability Score is adapted from the Walk Score, which is an index that combines various
variables that represent urban form such as density, diversity, and destination accessibility [21,62]. Since the Walk Score itself is a composite index of neighborhood walkability, there are some studies
that include only itself as a neighborhood environmental variable [7,63]. However, one study found
that there are some urban form elements such as land use diversity and walking route supply that the
Walk Score does not include [21]. Therefore, this study considered land use mix and sidewalk length as
additional neighborhood environmental variables. Land use mix is an important urban environmental Int. J. Environ. Res. Public Health 2020, 17, 2178 6 of 16 variable for promoting walking and cycling. Some studies have shown that the higher the land use
mix, the more people walk and/or are physically active [31,32,64,65]. The entropy index was used to
measure a land use mixture of residential, commercial, industrial, and greenspaces. It ranges from 0
(single use) to 1 (perfect mixing). Moreover, sidewalk length (i.e., total length of sidewalks per square
kilometer) was considered in this study, given that it was positively associated with the minutes of
neighborhood-based walking for transportation [66]. The data used in the analysis were obtained
from the public source of the National Spatial Data Infrastructure Portal [67], while the neighborhood
environmental variables were captured by ArcGIS. Table 1. Measurement, data source, and descriptive statistics of variables. Variable
Measurement
Data Source
Dependent Variable
Travel mode
Binary: 0 = Motorized mode,
1 = Nonmotorized mode
Household Travel Diary Survey
from the Korea Transport
Database [54]
Individual Variables (Level 1)
Age
Continuous: Age
Household Travel Diary Survey
from the Korea Transport
Database [54]
Gender
Binary: 0 = male, 1 = female
Income
Ordinal: 1 = less than 1 million
won, 2 = 1–2 million won,
3 = 2–3 million won,
4 = 3–5 million won,
5 = 5–10 million won, 6 = more
than 10 million won
Car ownership
Binary: 0 = no, 1 = yes
Neighborhood Variables (Level 2)
Walkability Score
Continuous: Walkability Score
Kim et al. [61]
Land use mix 1
Continuous: 0 (single use)–1
(perfect mixing)
National Spatial Data
Infrastructure Portal [67]
Sidewalk length
Continuous: Length of sidewalk
per square kilometer
1 Land Use Mix = −1
nP
i=1
pi × ln(pi)
! •
Neighborhood environmental variables / ln(n), where pi is the proportion of the land use type of i, i = residential,
commercial, industrial, and greenspaces, n = total number of land uses in the mix (=4). Table 1. Measurement, data source, and descriptive statistics of variables. 4.1. Descriptive Statistics of Variables As shown in Table 2, the proportions of individuals using nonmotorized modes of transportation
for leisure and shopping purposes were 81.8% and 76.8%, respectively. In both the samples, the
ratio of the motorized mode to nonmotorized mode was approximately 1 to 4. From the individual
variables, the participants for the leisure and shopping trips reported a mean age of 61.1 and 53.5 years,
respectively. The median income level of households per month was 4 and 3, respectively, for each
subsample; the value of 3 corresponds to 2–3 million won while 4 corresponds to 3–5 million won. The
variable of household income ranged from 1 (less than 1 million won) to 6 (more than 10 million won). In the leisure and shopping trip group, the proportion of female participants was 61.4% and 90.9%,
and the proportion of car ownership was 54.8% and 63.3%, respectively. Table 2. Descriptive statistics of variables. Variable
Measurement
Leisure Purpose
Shopping Purpose
%
Mean (SD)
%
Mean (SD)
Dependent Variable
Travel mode
Binary:
0 = Motorized mode
18.2%
23.2%
1 = Nonmotorized mode
81.8%
76.8%
Individual Variables (Level 1)
Age
Continuous: Age
61.1 (16.7)
53.5 (15.1)
Gender
Binary:
0 = male
38.7%
9.1%
1 = female
61.4%
90.9%
Income
Ordinal: Household
income level
4 1
3 2
Car ownership
Binary:
0 = no
45.2%
36.7%
1 = yes
54.8%
63.3%
Neighborhood Variables (Level 2)
Walkability
Score
Continuous: Walkability
Score
67.55(9.0)
67.71 (9.8)
Land use mix 3
Continuous: 0 (single
use)–1 (perfect mixing)
0.52(0.3)
0.53 (0.3)
Sidewalk
length 3
Continuous: Length of
sidewalk per square
kilometer
1.99(0.6)
1.95 (0.6)
1 This is a median value and it corresponds to 3–5 million won, 2 this is a median value and it corresponds to 2–3
million won, 3 square root-transformed, SD: standard deviation. Table 2. Descriptive statistics of variables. Table 2. Descriptive statistics of variables. 1 This is a median value and it corresponds to 3–5 million won, 2 this is a median value and it corresponds to 2–3
million won, 3 square root-transformed, SD: standard deviation. The mean values of the neighborhood environmental variables were slightly different because
the target areas (number of neighborhoods for leisure model = 129, number of neighborhoods for
shopping model = 91) varied between leisure and shopping travels, although it was basically similar
in the two samples. 3.3. Data Analysis A multilevel logistic regression model was used, with the two odds of nonmotorized trips
(walking and cycling) for (1) leisure purposes and (2) shopping purposes. An odds ratio (OR) is a
statistic that quantified the association between an outcome and exposure. When calculating a logistic
regression analysis, the regression coefficient is an estimated increase in the log probability of the
outcome according to a unit increase in the exposure value [68]. If the OR is exactly 1, there is no
correlation between outcome and exposure. When the OR is greater than 1, then there is a positive
association, conversely if the OR is less than 1, then there is a negative correlation between outcome
and exposure. Applying this concept here, this study examined the correlation between outcome (odds
of nonmotorized trips for noncommuting) and exposure (individual and neighborhood variables). The
multilevel data included two levels: individual (level 1) and neighborhood (level 2). Individuals living
in the same neighborhood shared the same Walkability Score and the neighborhood environmental
characteristics including land use mix and sidewalk length at the corresponding level. R software was
used for the analysis in this study. 7 of 16 7 of 16 Int. J. Environ. Res. Public Health 2020, 17, 2178 4.1. Descriptive Statistics of Variables In the samples of leisure and shopping purposes, the mean value of Walkability
Score was 67.55 (SD = 9.0) and 67.71 (SD = 9.8), respectively. Meanwhile, the mean value of land use
mix was 0.52 (SD = 0.3) and 0.53 (SD = 0.3), and the mean value of sidewalk length was 1.99 (SD = 0.6)
and 1.95 (SD = 0.6), respectively. Both variables of land use mix and sidewalk length were square
root-transformed for use in the multilevel analysis. Int. J. Environ. Res. Public Health 2020, 17, 2178 8 of 16 4.2. Results of Multilevel Logistic Models: Odds of Active Transportation for Leisure and Shopping Purposes 4.2. Results of Multilevel Logistic Models: Odds of Active Transportation for Leisure and Shopping Purpo 4.2. Results of Multilevel Logistic Models: Odds of Active Transportation for Leisure and Shopping Purposes This study conducted a multilevel logistic model because individual variables were nested within
neighborhoods. Generally, there are three phases of procedure for multilevel logistic regression:
(step 1) an empty model without predictors to assess variation of log-odds between clusters, (step 2) an
intermediate model to assess the variation of the lower-level effects between clusters, and (step 3) a final
model to test a research hypothesis [69]. Based on the procedure, this study first ran a model without
predictors and found it was necessary to employ the multilevel analysis. In the second phase, we
tested which variables were associated with the odds of outcome (active transportation) by performing
a likelihood-ratio test. The final model was then presented according to theoretical importance as
well as the statistical significance of variables. There are two final models each in the leisure and
shopping models. Model 1 considers individual and neighborhood variables, but only considered the
Walkability Score as a neighborhood variable, while Model 2 included additional neighborhood-level
variables in Model 1. Specifically, the dependent variable is binary, for example, an individual using
nonmotorized transportation (=1, and 0 otherwise) for leisure and shopping purposes. Model 1
included age, gender, income, and car ownership as individual variables (level 1) and the Walkability
Score as a neighborhood variable (level 2). Meanwhile, Model 2 basically included all variables used in
Model 1, but added land use mix and sidewalk length as neighborhood variables (level 2). The results
of multilevel logistic models are shown in Table 3. 4.1. Descriptive Statistics of Variables Since Models L–2 and S–2 contained theoretically
important neighborhood environmental variables such as land use mix and sidewalk length, the results
from both Model 1 (L–1 and S–1) and Model 2 (L–2 and S–2) are reported in this section. 4.2.1. Odds of Active Transportation for Leisure Purposes 4.2.1. Odds of Active Transportation for Leisure Purposes The results of the analysis are as follows. First, the Walkability Score was insignificant in both
Models L–1 and L–2. At the 0.1 significance level, there was no evidence of statistical interaction
between the Walkability Score and the odds of nonmotorized trips in both Model L–1 (p = 0.145) and
Model L–2 (p = 0.178). Second, age was positively associated with the odds of nonmotorized trips
in this model. Older adults were more likely to use active transportation for leisure purposes. The
results are similar to a previous study, which found that young adults had a negative association
with leisure physical activity [29]. Third, car ownership was a statistically significant predictor of
nonmotorized trips. Individuals having a car are much less likely to walk or cycle for leisure purpose. Fourth, gender and household income were not associated with the odds of nonmotorized trips in
both the models. Previous studies also showed different associations on gender and the Walk Score
(e.g., positive association of lower risk of obesity for females in urban areas [43], while showing no
significant influence on BMI for females [42]). With respect to income level, a previous study showed
that lower income individuals were more likely to walk and cycle for commuting purposes [52]. For
economic reason, the lower the income, the more likely it is to commute by walking and cycling. On
the other hand, because travel for leisure and shopping purposes are less sensitive to income than
commuting travel, it is understandable that there no significant correlation between income level and
the odds of nonmotorized trips in this study. Fifth, unlike previous studies [31,32,64–66], additional
neighborhood environmental variables, including land use mix and sidewalk length, had no statistical
relationships with the odds of nonmotorized trips in Model L–2. 9 of 16 Int. J. Environ. Res. Public Health 2020, 17, 2178 Table 3. Results of the multilevel logit regression analyses for estimating environmental correlates of active transportation in leisure and shopping purposes. Variable
Odds of Nonmotorized Trip for Leisure Purpose
Odds of Nonmotorized Trip for Shopping Purpose
Model L–1
Model L–2
Model S–1
Model S–2
OR
p-Value
95% CI
OR
p-Value
95% CI
OR
p-Value
95% CI
OR
p-Value
95% CI
Lower
Upper
Lower
Upper
Lower
Upper
Lower
Upper
Intercept. *** p < 0.001, ** p < 0.01, * p < 0.05; 1 square root-transformed; OR = Odds Ratio; CI = Confidence Interval; ICC = Intraclass Correlation Coefficient. 4.2.2. Odds of Active Transportation for Shopping Purposes 4.2.2. Odds of Active Transportation for Shopping Purposes The results for the shopping model can be summarized as follows. First, similar to previous
studies [30,31], the Walkability Score was significantly associated with the odds of nonmotorized trips
in both Model S–1 and Model S–2. Every one-point increase in the Walkability Score was associated
with 1.5% and 1.8% higher odds of nonmotorized trips in Model S–1 (OR: 1.015, 95% CI = 1.003–1.026)
and Model S–2 (OR: 1.018, 95% CI = 1.005–1.031), respectively. Second, the female gender was positively
correlated with the odds of nonmotorized trips in both models, as they tended to walk and cycle more
for shopping purposes. Third, as with leisure models, car ownership was significantly associated
with nonmotorized trips. Individuals with cars were associated with lower odds of nonmotorized
trips for shopping. Fourth, there were contradictory results depending on individual variables. For
example, age was a significant predictor in leisure models similar to the previous study [29]; however,
it was insignificant in shopping models. Income level had no significance in both leisure and shopping
models. Fifth, similar to leisure models, there were no significant correlations between the odds of
nonmotorized trips and neighborhood variables such as land use mix and sidewalk length. Finally,
according to the intraclass correlation coefficient (ICC) value, about 4.5% of the total variance in the
odds of nonmotorized trips for shopping purposes was accounted for by differences of the Walkability
Scores between neighborhoods in Model S–1. The ICC represents the proportion of the between-group
variance compared to the total variance [70]. The interpretation of the ICC is the expected correlation
between randomly selected observations from the same group [71]. In this study, the ICC is the
proportion of variance in the odds of nonmotorized trips (outcome variable) that is explained by the
neighborhood (level 2). It indicated that neighborhood walkability was one of the most important
factors affecting individuals’ behavior of active transportation for shopping purposes. Model S–2
showed about 4.7% explanatory power of neighborhood variables (level 2), but the significance of
additional neighborhood environmental variables, such as land use mix and sidewalk length, were not
guaranteed. There are some arguments that if ICC is close to zero (typically less than 4%–5%), there is
lesser need to use a multilevel analysis [72,73]. However, it is still necessary to use multilevel analysis
in nested data [73]. 4.2.1. Odds of Active Transportation for Leisure Purposes 1.662
0.266
0.766
2.557
1.540
0.375
0.587
2.493
0.879
0.785
−0.051
1.809
0.871
0.789
−0.138
1.881
Individual Variables (Level 1)
Age
1.012 ***
<0.001
1.008
1.017
1.013 ***
0.000
1.008
1.017
1.004
0.227
0.997
1.011
1.003
0.374
0.996
1.010
Gender
(reference:
male)
1.043
0.600
0.885
1.202
1.050
0.547
0.892
1.208
1.755 ***
<0.001
1.473
2.036
1.735 ***
0.000
1.444
2.026
Income
1.044
0.248
0.971
1.117
1.043
0.263
0.969
1.116
0.996
0.925
0.904
1.087
0.983
0.731
0.886
1.080
Car Ownership
(reference: no)
0.519 ***
<0.001
0.301
0.736
0.523 ***
0.000
0.306
0.739
0.646 ***
<0.001
0.407
0.885
0.652 ***
0.001
0.410
0.894
Neighborhood Variables (Level 2)
Walkability
Score
1.009
0.145
0.997
1.020
1.009
0.178
0.996
1.022
1.015 *
0.013
1.003
1.026
1.018 **
0.008
1.005
1.031
Land use mix 1
1.082
0.699
0.681
1.483
0.944
0.789
0.518
1.369
Sidewalk length
1
1.000
1.000
0.797
1.203
0.949
0.646
0.727
1.172
ICC
9.3%
9.2%
4.5%
4.7%
N
5742
3722
*** p < 0.001, ** p < 0.01, * p < 0.05; 1 square root-transformed; OR = Odds Ratio; CI = Confidence Interval; ICC = Intraclass Correlation Coefficient. nalyses for estimating environmental correlates of active transportation in leisure and shopping purposes. Int. J. Environ. Res. Public Health 2020, 17, 2178 10 of 16 10 of 16 5. Discussion This study examined the correlation between the level of walkability and noncommuting trips
by conducting multilevel logistic regression analysis with the two odds of active transportation (i.e.,
walking and cycling) for leisure and shopping purposes. It is an expansion of a prior study that
revealed a positive correlation between neighborhood walkability and active commuting in Seoul [52],
since it is likely that noncommuting trips are more influenced by the neighborhood environment than
commuting trips when people walk or cycle [30]. As a result, we empirically discovered that the
walkability level of Seoul’s neighborhoods was positively correlated with the probability of active
transportation for shopping purposes while showing no statistical correlation in leisure purposes. Discussions based on the findings are presented as follows. First, the correlation between the
Walkability Score and the nonmotorized trips varied in the leisure and shopping models. In the
shopping models, the Walkability Score was positively correlated with the odds of nonmotorized trips
(Model S–1: OR = 1.015, 95% CI = 1.003–1.026; Model S–2: OR = 1.018, 95% CI = 1.005–1.031). However,
there was no significant correlation between the Walkability Score and the odds of nonmotorized
trips for leisure purposes. This differs from the findings of previous literature that showed that the
odds ratios of walking for the Pedestrian Index of the Environment (PIE) were 1.05 for leisure and
1.04 for shopping purposes [21]. This difference is interpreted based on the indicators included in
the walkability index. While the PIE considers the 5Ds of urban form, including density, diversity,
design, destination accessibility, and distance to transit [21], the Walkability Score mainly considers
destination accessibility [25]. As mentioned earlier, the Walkability Score was assessed based on the
accessibility of amenities including grocery stores, restaurants, shopping centers [61]. Therefore, it
can be demonstrated that the Walkability Score is an index based on the accessibility of amenities that 11 of 16 Int. J. Environ. Res. Public Health 2020, 17, 2178 are more suitable for shopping than for leisure purposes. Second, other neighborhood-level variables
had no significant correlation with the odds of nonmotorized trips both in the leisure and shopping
models. From Models L–2 and S–2, no variable was significant among land use mix and sidewalk
length. This result is different from those of previous studies in which active transport (e.g., walking)
and/or physical activity was positively correlated with land use mix [31,64,65]. 5. Discussion Meanwhile, some
studies showed mixed-use development may not provide a positive effect on walking and cycling in
some high-density cities because these cities would reduce the chance for people walking or cycling as
they can move easily to another area by public transportation [5,74,75]. This might be applied to Seoul
because it is one of the high-density cities [76] and has good public transportation in its neighborhoods. Regarding sidewalk length, this analysis showed a similar result to the previous study that estimated
the association between sidewalk length and walking for different trip purposes [66]. It found that
neighborhood-based walking for transportation had a positive association with sidewalk length but
had no association in recreation walking, which was in line with our research on active transportation
for leisure and shopping purposes. Third, the types of individual variables that were significantly
associated with the odds of nonmotorized trips differ in the leisure and shopping models. Specifically,
older age was positively correlated with the odds of nonmotorized trips for leisure purposes, while
female gender had a positive correlation with the odds of nonmotorized trips for shopping purposes. These results can be used to develop various urban policies. For example, older people were more
likely to have higher odds of nonmotorized trips for leisure purposes in this study. This finding
presents an important issue for further research on age-friendly community design. Environmental
factors that promote leisure walking (e.g., greener landscape, well-designed street furniture, wide
pedestrian roads, safer pathway) in the development of age-friendly communities may be considered. In addition, a higher Walk Score was correlated to a lower risk of obesity for females in urban areas [43]. As noted from the result, the female gender tends to walk and cycle for shopping purposes; therefore,
planning a wider choice of commercial facilities in a walkable and bikeable distance in urban areas or
creating a more walkable environment for shopping could induce more physical activity for females. Finally, according to ICC values, the level of walkability of the neighborhood was an important factor
in influencing individuals’ odds of nonmotorized trips for shopping purposes. From the results
of the multilevel analyses, the proportion accounted for by the Walkability Score in the odds of
nonmotorized trips for shopping purposes was about 4.5%. Although the ICC value was high at
9.3% in the leisure model (Model L–1), the Walkability Score was insignificant; therefore, it was not
discussed. 5. Discussion Additionally, compared to the results of the previous study by Kim et al. [52] (ICC was 2.1%
for active commuting model), active trips for shopping had a higher ICC value (4.5%) in this study. This
indicates that the Walkability Score is a walkability index that responds more sensitively and effectively
to the odds of nonmotorized trips for shopping purposes when compared to commuting purposes. This study has several limitations; directions for future studies to address them follow. At the
outset, even though this study found a significant correlation between the walkability and odds of
active transportation for shopping purposes, it showed no correlation between them for leisure models. This may be due to the Walkability Score’s sensitive nature toward walking and cycling for shopping
purposes. For further direction of the study, the Walkability Score can be developed and customized
based on trip purposes. For example, it will be possible to develop a walkability index, “Walkability
Score for Leisure,” where people can search for environmental conditions for leisure purposes in their
daily lives by considering the characteristics and contents of each facility that can attract and affect
leisure trips. Second, this study examined the correlation of neighborhood walkability with active
transportation in Seoul. The city of Seoul is promoting policies regarding walking and cycling, and the
neighborhood environment is being developed toward a more walkable environment [51]. Future
research will be able to experiment with other cities in Korea, which could help identify practical
policies in urban design and transportation planning that can be used across the country. Third, since
we focused on active transportation for noncommuting trips, this study combined walking and cycling
into nonmotorized transportation. However, walkers and cyclists can have different characteristics of 12 of 16 12 of 16 Int. J. Environ. Res. Public Health 2020, 17, 2178 shopping and leisure trips. In a further study, an analysis comparing walking and cycling behavior
on each trip’s purposes could be discussed. Fourth, the mean ages of the participants for leisure
and shopping purposes were relatively high, corresponding to middle-aged and older adults. This
can reflect that retired people may have more time for recreational and shopping activities, and thus
they are likely to spend their time on the active mode of the trip. Nevertheless, the older age of
respondents remains a limitation. Author Contributions: Conceptualization, E.J.K. and H.K.; Methodology, E.J.K. and H.K.; Software, E.J.K. and
J.K.; Validation, E.J.K., J.K., and H.K.; Formal Analysis, E.J.K. and J.K.; Investigation, E.J.K.; Resources, E.J.K.; Data
Curation, E.J.K. and J.K.; Writing—Original Draft Preparation, E.J.K., J.K., and H.K.; Writing—Review and Editing,
E.J.K. and H.K.; Visualization, J.K.; Supervision, E.J.K.; Project Administration, E.J.K.; Funding Acquisition, E.J.K.
All authors have read and agreed to the published version of the manuscript. 5. Discussion Future studies need to properly extract samples and use them for
analysis so that respondents are not biased at a specific age group. Finally, this study is a cross-sectional
design that cannot identify causal relationship over time. Cross-sectional analysis cannot identify
whether individuals walk frequently because of its walkable environmental conditions or whether
the individuals who walk a lot more choose to live in walkable neighborhoods. For further study, a
longitudinal analysis can be performed to examine the causality between walkable environment and
active transportation. Despite these limitations, this study is significant in several aspects. First, since the correlation of
environmental walkability and active trips was analyzed using a multilevel logistic model, factors
from both individual and neighborhood levels were taken into account. Although the ICC values were
generally low at 4.5% in Model S–1 and 4.7% in Model S–2, it is suggested that multilevel modeling
is required when dealing with nested data [73]. That is, because individual-level variables were
nested within the neighborhood, the multilevel analysis allowed an examination of the impact of
multilevel factors on the dependent variable (active transportation). Second, there are few studies that
comprehensively examined active transportation for both leisure and shopping purposes. In this study,
we compared the probability of active transportation (i.e., walking and cycling) for each travel purpose
(i.e., leisure and shopping purposes) depending on the Walkability Score. Based on our findings, a
tailored policy guideline can be provided based on trip purposes. Finally, we found that the Walkability
Score, measured in Seoul, had a significant validity for examining the odds of active transportation
for shopping purposes. However, this study demonstrated that more variables should be considered
when assessing active transportation, especially for leisure purposes, as they affect not just accessibility
to local destinations but also other urban form factors such as density, diversity, and design, and the
quality of urban environments. From the findings of this study, policymakers and researchers from the
urban and transportation planning and public health fields can obtain a comprehensive understanding
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transportation in Hong Kong Chinese urban elders: A cross-sectional study on what destinations matter and
when. Int. J. Behav. Nutr. Phys. Act. 2013, 10, 78. [CrossRef] [PubMed] 76. KOSIS. Available online: http://kosis.kr/statisticsList/statisticsListIndex.do?menuId=M_01_01&vwcd=MT_
ZTITLE&parmTabId=M_01_01#SelectStatsBoxDiv (accessed on 27 May 2019). © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access
article distributed under the terms and conditions of the Creative Commons Attribution
(CC BY) license (http://creativecommons.org/licenses/by/4.0/).
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Traumatic brain injury: Future application of nanomedicine
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Abstract Traumatic brain injury (TBI) is currently a rising player in the cause of disability and neurological dysfunction
worldwide. TBI is a common occurrence in the military and extreme activities, sports arena and accidents. Severe TBI
can be fatal but mild TBI persists and progressively deteriorates brain homeostasis and physiology. Apart from the
physical disabilities, psychological complexities arise in people with mild TBI. Despite the seriousness of this hazard,
treatments for TBI are not adequate, mostly due to the brain being involved. Nanoparticle (NP) therapy seems to be an
effective alternative to combat TBI. This review outlines the state of TBI and describes the probable medical support
that nanomedicine can provide. Keywords: Traumatic brain injury; Blast TBI; Pathophysiology; Blood brain barrier; Nanoparticle therapy Nasima Khanam and Debjani Nath * Department of Zoology, University Of Kalyani, Kalyani Nadia, West Bengal, India Pin 741235. Department of Zoology, University Of Kalyani, Kalyani Nadia, West Bengal, India Pin 741235. GSC Advanced Research and Reviews, 2021, 06(02), 020–027 Department of Zoology, University Of Kalyani, Kalyani Nadia, West Bengal, India Pin 741235. GSC Advanced Research and Reviews, 2021, 06(02), 020–027 Publication history: Received on 08 January 2021; revised on 04 February 2021; accepted on 06 February 2021 Article DOI: https://doi.org/10.30574/gscarr.2021.6.2.0019 Corresponding author: Debjani Nath
Department of Zoology, University Of Kalyani, Kalyani Nadia, West Bengal, PIN 741235.
Copyright © 2021 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution Liscense 4.0. or(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution Liscense 4.0. Corresponding author: Debjani Nath
Department of Zoology, University Of Kalyani, Kalyani Nadia, West Bengal, PIN 741235. 1.1. TBI due to blast explosion A bTBI resulting from a bomb or improvised explosive devices (IEDs) explosion is a major concern. bTBI is caused by
blast shock pressure waves which last over short periods, milliseconds. The diffuse interaction of the brain with the
pressure waves triggers a complex cascade of events that disturb the brain structure and function. bTBI occurs as
mentioned by Marklund (2020) (1) the primary blast injury is caused by sudden rise in atmospheric pressure from the
explosion itself; (2) the secondary blast injury results from released fragments which may cause a penetrating TBI; (3)
the tertiary blast injury occurs when an individual is thrown against or into a solid object by the blast forces, and (4)
the quaternary blast injury results from, e.g., blood loss from associated injuries. The more controversial fifth
mechanisms may result from markedly delayed injuries due to the initial components released at time of explosion.[7]
Most of the head injuries in warfare are bTBI. 1.2. TBI due to penetrative ballistic injury Another common form of brain injury is penetration by a foreign body. Physical disruption of neurons, glial cells and
fibre tracts occur when a foreign object pierces the bony skull and passes into the or through the brain substance. Brain
damage may be further complicated by ischemia and haemorrhage [6]. 1.3. TBI in military air force To understand the military air force TBI, firstly it is essential to have a brief idea of the underlying causative factors. When it comes to brain injury, it is convenient to understand forces and the impact of forces on the intra-cerebral
pressure and homeostasis of the brain [8]. The repercussions of pushing the body against the natural forces to fly high
and battle can be dire in extreme cases. The gravitational force or G force acts on blood and blood vessels. When pushed
to the limit, blood collects in the lower extremities of the body blocking the adequate blood supply in the brain. Fighter
pilots are trained to manage up to 8 or 9 G for longer periods, where as untrained people may pass out between 3 or 4
G. Fighter pilots are equipped with specialized suits, taught specialized breathing and muscle tensing techniques and
trained in centrifuges with artificial Gs. Nevertheless, there is a limit to what people can tolerate. High acceleration of
the body in the longitudinal direction (Gz) may lead to loss of vision or even loss of consciousness of the pilot leading to
fatal accidents. The unpredictable circumstances of warfare steer accidents where an impact on the head, in addition to
the already stressful conditions lead to TBI. mTBI or concussions usually occur between 80-100G. It is natural for mTBI to go unnoticed, hence the lack of documentation. But the cytoarchitectural and functional damage
in the brain due to trauma persists and creates complications. Mostly neurodegenerative diseases follow, along with
psychiatric symptoms or disability. 1. Introduction Traumatic Brain Injury is caused when an external force hits the head, strong enough to modify brain functioning and
cause pathological changes. Traumatic brain injury or TBI can result from an accidental impact on the head during a car
accident or an impact from a fall or sports activity, also from non-impact events like blast waves, rapid acceleration or
deceleration that generates brain movement within the cranium [1, 2]. TBI has been the stealth factor disrupting the
ability to speak, see, hear, walk, think, also control emotions. Symptoms of TBI range from mild to severe. Mild TBI often
goes undetected initially but ‘silently’ makes an appearance only to hinder an individual’s normal flow of life that can
be discussed with special reference to the military forces. Worldwide incidence of TBI is about 10 million with many deaths. Military cases alone account for 4 lakh cases. The
gravity of TBI requires special attention for military personnel since they are in the higher-risk zone for combat and
non-combat exposures [3, 4] and often face multiple TBIs. The risk of incessant neurological degradation and pain in
case of recurrent injuries pose a serious threat to military personnel. Mild TBI (mTBI) or concussions are a common
injury in warfare. mTBI is often listed as one of the prime rationales behind post-traumatic stress disorder PSTD and
repetitive mTBIs also pose the threat of depression leading to suicide after deployment [5]. Military TBI is essentially
different from civilian TBI. The phases of neural injury from TBI are traditionally divided into primary mechanical injury
and delayed secondary injury. The primary process refers to the injury inflicted during the impact while the secondary
process points out to the cascade of molecular events after the insult of the primary injury, generally occurring minutes
or days later, determined partly by the host response. The military TBI includes two additional modes of mechanical
injury - penetrating ballistic injury and blast injury [6]. But TBI due to explosive blast (bTBI) seems to be the prevalent
type in the battlefield. GSC Advanced Research and Reviews, 2021, 06(02), 020–027 2. Pathophysiology of TBI 2. Pathophysiology of TBI 2. Pathophysiology of TBI
Figure 1 Pathophysiology of TBI Figure 1 Pathophysiology of TBI 21 GSC Advanced Research and Reviews, 2021, 06(02), 020–027 The pathophysiology of TBI represents an intricate system of damage which throws the brain cells in disarray, crippling
the natural state. The pathophysiology of TBI represents an intricate system of damage which throws the brain cells in disarray, crippling
the natural state. Severe TBI patients who suffer heavy injury are mainly comatose or with haemorrhage. When hit, the manifestation of
TBI triggers mechanical disturbance in cellular integrity. There is a redistribution of ions and neurotransmitters
resulting from transient cell membrane disruptions, mainly rapid, unregulated influx of sodium(Na+), efflux of
potassium(K+) and rise in levels of intra-axonal calcium(Ca²+) [9,10,11] ( Figure 1). There may be changes in glutamate
stimulated Ca²+ signalling. The increasing Ca²+ in the axons activates calpain , a protease, initiating proteolysis of
cytoskeletal proteins creating irreversible axonal pathology. Ca²+ rise also induces N- methyl-D-aspartate (NMDA)
receptor activation, further depolarizing the neurons. It has been observed that Ca²+ build-up in mitochondria leads to
oxidative stress and impairment of mitochondrial function and acidosis and edema due to lactate production. Cognitive
deficits in TBI correspond to Ca²+ accumulation. On the other side, axons mainly in the white matter tracts of the brain, also experience rotational and shear forces during
rapid acceleration and deceleration which cause diffuse axonal injury. Pressure waves from blast which pass through
the brain, stretch the axons and vasculature and compress the glial cells and neurons [12]. A hallmark after TBI is the
alteration in cerebral glucose metabolism (CMRglc). After head injury there is a period of hyperglycolysis, followed by
a state of glucose metabolic depression, yet the cause of these phenomena is only speculative [13]. Over the time upregulation of aquaporins (AQP1 and AQP4) on endothelial cells disrupts the blood brain barrier (BBB)
by allowing passive diffusion of water [14]. Consequently, circulating macrophages, neutrophils and lymphocytes gather
promoting inflammation. The cascade of neuroinflammation follows generating reactive oxygen species (ROS),
proteolytic enzymes, cytokines and chemokines [15]. Matrix metalloproteinases are also implicated in the destruction
of BBB [16]. Continual stimulation of the resident microglial cells, astrocytes accompanied by the infiltration of
peripheral immune cells aggravates inflammation. Microglial alteration, with retracted processes, is a distinctive feature
of bTBI [17]. TBI also alters the cerebral blood flow (CBF) in the brain. 2. Pathophysiology of TBI In the case of mTBI, after an initial period of
decreased CBF, nitric oxide release leads to unresponsive vasodilation [18]. Activation of Wallerian degeneration along
with hypoxia and inflammation is a common scenario of the brain after a traumatic injury [19]. 3. Treatment Primary injury is due to sudden direct impact and cannot be treated. Hence treatment strategies are directed towards
alleviating the secondary responses. Currently, the treatment provided is intensive care management and palliative. Primary injury is due to sudden direct impact and cannot be treated. Hence treatment strategies are directed towards
alleviating the secondary responses. Currently, the treatment provided is intensive care management and palliative. No two TBIs are the same. The extent of injury varies in each event and also depends on the host resilience. Thus the
symptoms and effects experienced by each person differ and require attention in an almost personalized manner. The
severity of TBI is currently determined using the Glasgow Coma Scale (GCS) based on the level of consciousness after
the injury (Table 1). Table 1 Simplified GCS data for classification of TBI
BRAIN INJURY
GCS
Severe
<8-9
Moderate
8 or 9-12
Minor
13 or > 13 Table 1 Simplified GCS data for classification of TBI Table 1 Simplified GCS data for classification of TBI Over the past two decades, TBI has emerged as one of the leading concerns for the mental health of military personnel. Patients with mTBI suffer concussions that recoup but they are trailed by difficulty in cognitive and motor abilities. Severe TBI patients may be comatose [19]. In spite of the grim situation, the only treatments currently available are
pressure dressings and dealing with external wounds. Regardless of the alarming issue, the clinical and pre-clinical trials
conducted could not produce successful therapies [20]. Along these lines, the use of nanoparticles in the treatment of
TBI is now being actively considered. As mentioned above, the clinical trials failed at procuring definitive treatments. The primary protagonist of this
stalemate is the mighty blood brain barrier (BBB). Although therapeutic drugs have been developed, none are
sufficiently effective since they do not reach their destination. The BBB is the anatomical barrier that fortifies the brain 22 GSC Advanced Research and Reviews, 2021, 06(02), 020–027 cells against the surrounding vasculature in the brain parenchyma. The BBB is the protective selective filter that
coordinates the trading of molecules with the blood vessels due to the presence of brain microvascular endothelial cells
(BMECs). BBB also includes astrocytes and pericytes. The BMECs present a single layer of compact, almost non-
fenestrated endothelial cells, sealed together by tight junctions. 4. Nanomedicine for TBI The discipline of nanoscale materials, namely particles ranging from 1-100 nm, is rapidly on the rise. The nanostructural
elements have found their way in myriad aspects of neuroscience because of their unique properties which have the
potential to uncover previously implausible areas. Nanomedicine, in these regards, seems to be the pragmatic
alternative for drug delivery to the brain. Biocompatible tunable nanoparticle (NP) carriers have the capacity to cross
the BBB. NPs that are biocompatible, biodegradable [22], have higher stability in blood, low immunogenicity and non-
toxic for the brain are considered for drug delivery. Therefore mainly organic NPs are used in nanomedicine, viz,
liposomes, solid lipid NP, polymeric NP etc. Perhaps the most advantageous characteristics of NPs is their small size and
large surface to volume ratio. This feature accounts for the faster rate of drug release and greater bioavailability. For
infiltrating the BBB, the NP carriers are coated with biospecific molecules according to requirements in a process called
functionalization. This facilitates targeted delivery in the brain [23]. To ensure entry into the brain NPs are tuned to
follow mainly three broad pathways. Receptor-mediated transcytosis (RMT) is the process through which NPs are
conjugated with ligands whose receptors are present in the apical surface of BBB. Upon ligand binding, the cell
membrane invaginates into intracellular coated vesicles and the macromolecule is uptaken, while the receptor is
recycled. Another mechanism of transport is the adsorptive-mediated transcytosis (AMT) where NPs conferred with
positive charges electrostatically interact with the negatively charged endothelial cells. However, this pathway remains
ambiguous due to non-specific drug accumulation tendencies. Lastly, the cell-mediated transcytosis involves immune
cell dependent uptake, via neutrophils, monocytes and macrophages. This method is exploited to “hitchhike” NPs into
the brain [23]. For greater access to the CNS of NPs, the nasal route of drug delivery has become popular as of late. The roof of the nasal
palate is perhaps the sole region of the body where direct uptake of NP into the CNS, bypassing the BBB, is a possibility
[21]. It is also advantageous that TBI often results in leaky BBB making NP drug delivery feasible. In the case of TBI, the
brain injury is not concentrated in just any single facet, it is varied and a complex network operates. This represents
broader prospects of therapeutic targets for NPs. 3. Treatment The efflux transporters of BMECs prevent the entry of
arbitrary substances, ions and enzymes, in the brain parenchyma while the influx transporters allow the inward
movement of essential nutrients and necessary factors to the brain cells [21]. The BBB, thus, competently sustains the
brain homeostasis and functional and architectural integrity. Granted, this impediment limits the traditional therapies,
it is still a possibility that non-conventional therapies can carry forward the research. The emergence of nanoparticles
(NPs) for neurological research is squarely due to this obstacle. The nanoparticles have been shown to traverse the
influx transporters into the brain parenchyma. Thus NPs shed a light in this dark corner of brain studies and suggests
an optimistic commencement of a new era of neurological studies. 4. Nanomedicine for TBI The secondary injury, post-TBI, initiates a cascade of chain reactions
that serve as potential targets for NP therapeutics. To date, there has been quite a good amount of work in targeting NPs within the brain. Perhaps neuroinflammation of
the brain post-TBI has been the subject of much research. Microglia and astrocyte damage is one of the major concerns
in bTBI. Hubbard et al [24] designed hemostatic nanoparticles delivering dexamethasone (hDNPs) functionalized with
GRGDS ( glycine-arginine-glycine-aspartic acid-serine) peptide targeting platelets, aimed at reducing bleeding and
neuroinflammation. hDNPs were shown to reduce microglia and astrocyte degeneration and also reduced apoptosis
levels (Figure 2). hDNPs further diminished anxiety, a pressing problem of bTBI among war veterans. Assisting the
military personnel and civilians to lead a normal life without the traumatic experience of the injuries is imperative. The
administration of hDNPs in blast-exposed rodents increased their survivability after the traumatic event. 23 23 GSC Advanced Research and Reviews, 2021, 06(02), 020–027 Figure 2 Probable NP therapeutic targets of TBI Figure 2 Probable NP therapeutic targets of TBI Post primary injury, the inflammation of the brain cells is responsible for a large amount of degeneration of neurons
and damage in the hippocampus, resulting in behavioural and memory deficits. Thioester core NPs were used to
mitigate the ROS generated in the secondary biochemical pathways of TBI. Though further research is warranted, this
approach has a potential for future therapies. CeONPs (cerium oxide nanoparticles) have also demonstrated similar ROS
scavenging functions. Additionally, CeONPs reduced the glutamate and calcium induced excitotoxicity, consequently
reducing neuronal damage and oxidative stress. CeONPs have inherent superoxide dismutase (SOD)- like activity owing
to its redox property combined with the increased surface area and nanoscale quantum lattice alterations [25]. Oxygen
Reactive Polymer (ORP) NPs lowered the secondary complications due to ROS and abated H + O+ levels by threefold
[26]. ROS levels were also cut down by cross-linked NPs, which were synthesized from polysorbate-80. This approach also
eases the secondary neuroinflammation and also prevents cognitive and sensorimotor disabilities to some extent [27]. Yet another method was devised where non-steroidal anti-inflammatory drugs, here Ibuprofen, were armed with
tocopherol conjugated with tetra ethylene glycol. This nanoprodrug was able to cross the BBB in the injured regions
and conferred neuroprotection [28]. Redox-active nitroxide radical-containing nanoparticles, RNPs, administered to
scavenge ROS, displayed an effect in enhancing cognitive behaviour, lowering the contusion volume and providing
neuroprotection [29]. 5. Discussion More than 2.6 million victims of TBI are around and the number of people with TBI related physical and mental
disabilities is ever increasing. This is especially true when the life of war veterans is looked into. Yet, felicitous facilities
are lacking for proper medical support. Preventive measures for TBI are a far cry from a realistic viewpoint. Since the
primary injury is unfixable the alternative is to preserve that which remains. The foremost hurdle, in this case, is the
missing timely detection of mTBI. The absence of prompt action exacerbates the condition. Soldiers need periodic
screening for mTBI. Since each traumatic event is different from the other, the extent of injury varies. This requires
special attention to follow the treatment methods with individuality in an almost personalized manner. Even after TBI
has been identified the existing surgical and management procedures do not guarantee recovery. The greatest
hindrance in treating brain injury as well as other neurological problems is the BBB. Although NPs have successfully
overcome this initial barrier, there is still a long way for translational work. Promising in vitro studies are all at
preclinical levels. Since NP therapy revolves around particles of nanoscale dimensions and their interactions with the
brain which itself is an enigma, profound research concerning every aspect of the brain and subsequent effects on the
patients has to be carried out meticulously. Moreover, nanomedicine is now at the outset stage. For advancing clinical
trials NP production and cost-effectiveness also need improvement. An important factor to be considered is that a
neutral zeta potential is critical for successful delivery across the BBB, however, very few reports are currently available
[36]. Despite these challenges, the preclinical trials have provided conclusive results which paved the way to clinical
trials. Thorough and ample research in this field is the need of the hour where numerous soldiers and civilians suffer
from TBI which gradually leads to physical impairments, depression and even suicide. 4. Nanomedicine for TBI Breakdown of BBB in TBI fuels the destruction of brain homeostasis. Rouzi et al [30] developed PLGA NPs (poly (lactide-
co-glycolide) nanoparticles) loaded with cerebrolysin which interfered with BBB breakdown and edema formation in
rats with concussive head injury(CHI). The brain-derived neurotrophic factor, BDNF of the neurotrophin family, when
transported to the brain via PLGA NPs which were coated with surfactant poloxamer 188, improved neurological state
and cognitive abilities of the trauma induced mice [31]. A measure that attempts to minimize secondary neuron
degradation is the application of neuroprotective agents. Targeting neurons with siRNA containing NPs, while taking
advantage of the leaky BBB after primary impact, may serve to reduce the downstream after effects of TBI [32]. In the case of TBI, timely diagnosis is an important factor for a patient's recovery. But again, mTBI tends to go unnoticed
most of the time. NPs have been exploited for diagnostic purposes. Gold NPs coated with silica serve as detection tools
for neuron-specific enolase (NSE) and S100-ß proteins which are typical TBI markers [33]. For detection and
monitoring of the necrotic brain cells in TBI, PEG-PLGA NPs (polyethylene glycol-PLGA NPs) encapsulating both near-
infrared (NIR) fluorophores and perfluorocarbons (PFCs) in conjugation with cyanide dye 800CW is employed [34]. Further, KO et al [35] have used nanofluidics for better identification of TBI markers. Track-Etched magnetic NanoPOre
(TENPO) has enabled efficient biomarker profiling, relevant characterization of plasma and serum using biomarkers
from healthy and injured patients and prediction of history and intensity of TBI. Nonetheless, there still remains many
relatively unexplored areas of TBI for NP therapy like excitotoxicity, ionic imbalance and lipid peroxidation. 24 24 GSC Advanced Research and Reviews, 2021, 06(02), 020–027 6. Conclusion Malaise of TBI has plagued human lives in a rather complicated manner. The paucity of treatment and relief measures
have added to the misery. Nanoparticle therapy for TBI is now an active field of research with novel designs cropping
up every day. In the future NP therapeutics, in all probability, may emerge as the front in the treatment of traumatic
brain injury, raising the quality of life of TBI patients. Acknowledgments Acknowledgments All authors gratefully acknowledge the University of Kalyani, Kalyani Nadia, WB, India for financial support. Disclosure of conflict of interest No competing financial or academic interests exist. No competing financial or academic interests exist. References [1]
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tetrodotoxin-sensitive sodium channels. Journal of Neuroscience. 2001; 21(6): 1923-30. [12] Duckworth JL, Grimes J, Ling GS. Pathophysiology of battlefield associated traumatic brain injury. Pathophysiology. 2013; 20(1): 23-30. [13] Yoshino A, Hovda DA, Kawamata T, Katayama Y, Becker DP. References Dynamic changes in local cerebral glucose utilization
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immunomodulatory nanoparticle treatment for traumatic brain injury. Annals of neurology. 2020; 87(3): 442-
55. A. Nanoparticle brain delivery: a guide to verification methods. Nanomedicine. 2020; 15(04): 409-32 [21] Yokel RA. Nanoparticle brain delivery: a guide to verification methods. Nanomedicine. 2020 [22] Tosi G, Duskey JT, Kreuter J. Nanoparticles as carriers for drug delivery of macromolecules across the blood-brain
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473. 27
|
https://openalex.org/W2513928403
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https://www.repo.uni-hannover.de/bitstream/123456789/822/1/c6ra06774c.pdf
|
English
| null |
Facile fabrication of highly efficient modified ZnO photocatalyst with enhanced photocatalytic, antibacterial and anticancer activity
|
RSC advances
| 2,016
|
cc-by
| 12,215
|
Waseem Raza,a Syed Mohammad Faisal,b Mohammad Owais,b D. Bahnemanncd
and M. Muneer*a Waseem Raza,a Syed Mohammad Faisal,b Mohammad Owais,b D. Bahnemanncd
and M M nee *a The degradation of organic pollutants in the aqueous medium using semiconductor photocatalysts has
become an attractive method for detoxification of water. ZnO is an efficient photocatalyst with few
disadvantages such as: (i) the wide band gap (3.37 eV); and (ii) the fast recombination rate of
photogenerated
electron–hole
pairs
which
limit
the
photodegradation
efficiency
of
bare
ZnO
photocatalyst. Herein, we report a strategy for the suppression of electron–hole pair recombination rate,
extention the absorption edge in the visible region and enhancement of photocatalytic efficiency by
introducing rare earth metal as a dopant. We present the fabrication of pure and Er/Nd doped ZnO
semiconductor photocatalysts with hexagonal wurtzite structure using sol gel method. The prepared
photocatalysts were characterized by standard analytical techniques, such as XRD, SEM-EDS, TEM, FTIR,
XPS, BET, TGA, DTA, DSC, PL, DRS and UV-vis spectroscopy. The photocatalytic activity of pure and
doped ZnO nanoparticles (NPs) was investigated by studying the degradation of two different organic
dyes as a function of irradiation time. The results indicate that the photocatalytic activity of doped ZnO
was found to be higher than bare ZnO for degradation of dyes. This may be attributed predominantly
due to decrease in the recombination rate by the efficient charge separation of photoinduced electron–
hole pair as inferred from PL studies. The results also indicate that parameters such as amount of
photocatalyst dose, initial pH and different quenchers play a significant role for degradation of model
dyes. The synthesized photocatalyst was recycled four times for degradation of dye with very little
decrease in efficiency. Interestingly, comparative in vitro antibacterial and anticancer potential of the
pure and Er/Nd doped ZnO NPs were also investigated against human pathogenic bacterial strains and
various human cancer cell lines. The result of our study clearly revealed that Nd doped ZnO NPs showed
better antibacterial as well as anticancer efficacy as compared to pure and Er doped ZnO NPs. Received 14th March 2016
Accepted 5th July 2016
DOI: 10.1039/c6ra06774c
www.rsc.org/advances DOI: 10.1039/c6ra06774c
www.rsc.org/advances new methods for dyeing textile, paper and pulp, a large amount
of harmful waste containing dyes are continuously released into
the water system. Most dyes contain a high degree of aroma-
ticity, substituted with azo (–N]N) and hydroxyl (–OH) groups
which are non-biodegradable.2 These dyes are polluting water
and hazardous to health. RSC Advances RSC Advances Cite this: RSC Adv., 2016, 6, 78335
Received 14th March 2016
Accepted 5th July 2016
DOI: 10.1039/c6ra06774c
www.rsc.org/advances
Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Waseem Raza,a Syed Mohammad Faisal,b Mohammad Owais,b D. Bahnemanncd
and M. Muneer*a Therfore, it is important to develop
techniques which are helpful for their remediation. The tech-
niques such as occulation, precipitation, adsorption, physi-
cochemical, biological and sedimentation for the degradation
of dyes/organic pollutants from water bodies are not fully
effective because they do not completely degrade the pollut-
ants.3 Hence, there is a vital need to develop a new clean and
ecofriendly technique for treating such environmental pollut-
ants.4 The degradation of organic dyes in aqueous phase using
advanced oxidation processes (AOPs) is an efficient approach. Purication of waste water using photocatalysis is one of the
most widely used AOPs.5 aDepartment of Chemistry, Aligarh Muslim University, Aligarh-202002, India. E-mail:
m.muneer.ch@amu.ac.in; readermuneer@gmail.com; Tel: +91-571-2700920 ext. 3365
bInterdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh-202002,
India
cPhotocatalysis and Nanotechnology, Institut fuer Technische Chemie, Gottfried
Wilhelm Leibniz Universitaet Hannover, Callinstrasse 3, D-30167 Hannover, Germany
dPhotoactive
Nanocomposite
Materials,
Saint-Petersburg
State
University,
Ulyanovskaya str. Peterhof, Saint-Petersburg, 198504 Russia
† Electronic
supplementary
information
(ESI)
available:
The
supporting
information contains the following results: X-ray photoelectron spectroscopy,
Brunauer–Emmett–Teller, thermal analysis measurement (TGA and DSC), the
plot of ln C/C0 vs. irradiation time, effect of catalyst loading, effect of pH,
apparent rate constant and R2 value for degradation of dyes in the presence of
doped ZnO NPs. See DOI: 10.1039/c6ra06774c This journal is © The Royal Society of Chemistry 2016 RSC Advances
PAPER
View Article Online
View Journal | View Issue RSC Advances
PAPER
View Article Online
View Journal | View Issue Facile fabrication of highly efficient modified ZnO
photocatalyst with enhanced photocatalytic,
antibacterial and anticancer activity† Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. 1. 1. Water pollution from different sources such as agricultural run-
off, effluent from dyes & pesticides industries and chemical spill
are major concern all over the world.1 Due to the development of aDepartment of Chemistry, Aligarh Muslim University, Aligarh-202002, India. E-mail:
m.muneer.ch@amu.ac.in; readermuneer@gmail.com; Tel: +91-571-2700920 ext. 3365
bInterdisciplinary Biotechnology Unit, Aligarh Muslim University, Aligarh-202002,
India Recently,
semiconductor
based
heterogeneous
photo-
catalysis has attracted strong attention for the degradation of This journal is © The Royal Society of Chemistry 2016 RSC Adv., 2016, 6, 78335–78350 | 78335 View Article Online View Article Online RSC Advances pollutants via photo-splitting of water using renewable solar
energy.1,6,7 The reactive species generated can also kill micro-
organisms. Many semiconductor based heterogeneous photo-
catalysts, such as SnO2, Bi2O3, WO3, TiO2 and ZnO have been
used.8–10 Among the various semiconductor photocatalysts ZnO
and TiO2 are known as excellent photocatalysts for waste water
treatment.11,12 TiO2 is universally recognized, extensively inves-
tigated and widely employed as the most active photocatalyst. ZnO is a suitable alternative to TiO2 due to its high reactivity,
higher volume to area ratio, large excitation binding energy (60
meV), environmentally friendly nature, low cost and long life
span.4,13,14 ZnO is an n-type II–VI semiconductor and has
a wurtzite structure.15 However, the practical application of ZnO
is restricted to UV-light due to its wide band gap and fast
recombination rate of photogenerated charge carrier.16 There-
fore, extensive researches are being carried out for the
improvement of electrical and optical properties of bare ZnO. Development of solar light driven ZnO can effectively be carried
out by doping with nonmetals, metals, metal oxides, and carbon
materials.17–20 During doping process the higher valency metal
ions can replace the Zn2+ ions in the ZnO lattice.12,15,21,22
Recently, doping of ZnO with rare earth metals has attracted
much attention due to the f orbital that allows adsorption of
more pollutants on the catalyst surface reducing the band gap
energy which may in turn improve the photocatalytic activity. Rare earth metals have good ability to trap the photogenerated
charge carrier and reduce the recombination rate, which may
intern increase the photocatalytic activity of doped ZnO.23
Among them Er and Nd doped ZnO have attracted strong
attention due to the optical intra-4f transition which can cause
an emission at 1.54 mm with minimum loss in optical
communication.24 prepared photocatalyst was tested by studying the degradation
of two different organic dyes under visible light illumination. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52.
This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Zinc acetate dihydrate was purchased from Sigma-Aldrich. Reactive Red 241 (RR 241) was supplied by Atul India Ltd. Val-
sad, Gujrat, India. Triton-X, nitric acid (HNO3, 98wt%), sodium
hydroxide (NaOH), isopropanol (IPA), potassium iodide (KI) and
ammonium solution were obtained from Merck, while erbium
nitrate hexahydrate, neodymium nitrate hexahydrate Methylene
Blue (MB) were purchased from Central Drug House, India. Benzoquinone (BQ) was obtained from Alfa Aesar. 2.2
Preparation of pure and doped ZnO NPs The photocatalytic activity of the Zn(CH3COO)2$2H2O + 4NH4OH / Zn(NH3)4
2+ +
2CH3COOH + 6H2O
(1) Zn(NH3)4
2+ + 2OH / ZnO + 4NH3 + H2O
(2) (2) 2.2
Preparation of pure and doped ZnO NPs All reagents were of analytical grade and used without further
purication. Doped ZnO NPs were prepared by sol gel method
using zinc acetate dihydrate as a precursor and erbium nitrate
hexahydrate/neodymium nitrate hexahydrate as dopants. In
a typical procedure 6 g, 0.023 M of zinc acetate dihydrate and 5
mL Triton-X were dissolved in 50 mL double distilled water in
a round bottom ask under vigorous stirring for 60 min at room
temperature to form a transparent solution. To the above
solution, the desired mole percent of dopants in ammonium
solution was added drop wise. The solution was stirred
continuously at 40 C until the formation of a white gel. The
obtained gel was lefor 24 h, which was ltered and washed
thoroughly with water and ethanol. The obtained material was
dried at 120 C for 2 h in an oven and then manually ground
into a ne powder and calcinated at 600 C for 4 h. The pure
ZnO NPs were fabricated using the same method without the
addition of dopant. The formation of ZnO NPs can be explained
by the chemical reaction given below. A wide range of methods have been employed for the prep-
aration of doped ZnO photocatalysts, such as autocombustion,
co-precipitation, solvothermal processes, precipitation and ball-
milling.25–29 However, these methods are expensive as they
require complex equipment. Currently, synthesis of metal
doped ZnO photocatalysts using sol–gel process has attracted
considerable
attention
because
of
its
acceptable
costs,
simplicity, simple experimental conditions, good crystalline
quality and easy to handle.30 This method is also helpful for
synthesis of ZnO with different morphologies, various sizes and
higher surface area. The photocatalytic activity also depends
upon the size and shape of fabricated ZnO. Controlling the
morphology of ZnO can increase the photodegradation rate of
pollutants.31 Herein, we report the synthesis of pure and Er/Nd
doped ZnO NPs using sol gel method. The characterization of
the synthesized materials was carried out using standard
analytical techniques, such as X-ray diffraction analysis (XRD),
scanning electron microscopy (SEM), electron dispersive X-ray
spectroscopy (EDS), transmission electron microscopy (TEM),
UV-vis
spectroscopy,
UV-vis
diffuse-reection
spectroscopy
(DRS),
Fourier
transformed
infrared
spectroscopy
(FTIR),
differential thermal analysis (DTA), thermo gravimetric analysis
(TGA), differential scanning calorimetry (DSC), Brunauer–
Emmett–Teller (BET), X-ray photoelectron spectroscopy (XPS)
and photoluminescence (PL). 1. In
addition, we have also studied the antibacterial and anticancer
activity of the prepared materials against human pathogenic
bacterial strains and various human cancer cell lines. 2.4
In vitro antibacterial studies The photocatalytic activity of the prepared samples was evalu-
ated by studying the degradation of an aqueous solution of two
different organic dyes (RR-241 and MB) under visible light
illumination using (500 W) tungsten halogen linear lamp as
a light source. In a typical procedure, required amount of
photocatalyst was added to 200 mL of an aqueous solution of
dyes such as RR-241 (14 ppm) or MB (10 ppm) in the immersion
well photochemical reactor. Prior to illumination, the solution
was rst ultrasonicated for 10 min and then stirred in the
presence of photocatalyst in the dark for 15 min to ensure the
establishment an adsorption–desorption equilibrium. In order
to maintain the temperature (20 0.5 C) of dye solution to
minimize the effects of heating, the photoreactor was sur-
rounded by refrigerated owing water. The zero time reading
was given to a blank solution kept in the dark, but otherwise
treated similarly to the irradiated solution. At a given time
interval 5 mL suspension was withdrawn and centrifuged at
4000 rpm for 30 min to remove the photocatalyst powder
completely. The photocatalytic degradation of RR-241 and MB
dyes were monitored using a Perkin Elmer (Lamda 35)
spectrophotometer. 2.4.1
Bacterial
strain. The bacterial
strains
used
for
screening were Gram negative Escherichia coli (American Type
Culture Collection (ATCC)® 25922™; ATCC, Manassas, VA,
USA), Gram positive Listeria monocytogene (Microbial Type
Culture
Collection
Gene
Bank
(MTCC)®
657™;
MTCC,
IMTECH, Chandigarh, India) and Staphylococcus aureus (ATCC
25923). The E. coli strain was cultured in Luria Bertani broth
while L. monocytogene and S. aureus were cultured in a brain
heart infusion broth medium for 12–18 hours at 37 C. 2.4.2
Agar well diffusion assay. The antibacterial potential
of the pure and doped ZnO NPs were evaluated using agar well
diffusion method.32 The inoculum was prepared by diluting the
overnight cultures with sterile normal saline to a 0.5 McFarland
standard. The agar petri plates were prepared by spreading the 1
107 CFU per 50 mL of mature broth culture of specic bacterial
strains with a sterile L-shaped glass rod. The well of 8 mm was
created in each petri-plate with the help of sterile yellow tips. Various formulations of ZnO suspended in sterile phosphate
buffer saline was used to evaluate the antibacterial activity. 2.4
In vitro antibacterial studies The
experimental procedure was performed under sterile conditions
using bio-safety level 2 (BSL-2) hoods and petri plates incubated
at 37 C for 12–18 h. The susceptibility of our formulation was
determined on the basis of diameter of the zone of inhibition
against human pathogenic strain E. coli, S. aureus and L. mon-
ocytogene. The inhibition zone was measured in triplicate with
various forms of ZnO NPs, the average of the three was calcu-
lated for the antibacterial activity and compared with the
reference drug gentamicin as a control. 3.1
XRD analysis The crystal structure of fabricated NPs was investigated by
powder X-ray diffraction analysis. Fig. 1 displays the XRD
patterns of pure and Er/Nd doped ZnO calcinated at 600 C for 4
h. The peaks at 31.80, 35.2, 36.9, 47.50, 56.50, 62.80, 66.20,
67.80, 69.10, 78.20 could be indexed to (100), (002), (101), (102),
(110), (103), (200), (112), (201) and (202) crystal planes of
hexagonal wurtzite ZnO (P63mc, a ¼ 3.1495, c ¼ 5.106), respec-
tively.34,35 The XRD patterns of doped ZnO exhibit the same
pattern as pure ZnO indicating that the products are in a pure
hexagonal phase. The XRD analysis also indicate that there is no
change in the crystal structure upon doping.36 Furthermore, all
diffraction peaks are intense and sharp, indicating that the
prepared NPs are in crystalline nature without any amorphous
phase.4,37 The average crystallite size of pure and Er/Nd doped
ZnO was estimated by Debye Scherer formula: This journal is © The Royal Society of Chemistry 2016 2.3
Characterization XRD analysis of the fabricated samples were carried out with
a Shimadzu diffractometer (model 6100) with Cu Ka radiations
(l ¼ 1.5418 ˚A) operated at a voltage of 30 kV and current of 15
MA in the 2q range of 20–80. A JEOL JSM-6510 scanning elec-
tron
microscope
(SEM)
was
used
to
study
the
surface
morphology and elemental analysis of pure and doped ZnO
NPs. The optical properties of the prepared NPs were charac-
terized using UV-vis absorption spectroscopy and UV-vis
diffuse-reection spectroscopy with a Perkin Elmer spectro-
photometer (l ¼ 35). FTIR spectra of the fabricated NPs were This journal is © The Royal Society of Chemistry 2016 78336 | RSC Adv., 2016, 6, 78335–78350 RSC Advances
View Article Online RSC Advances
View Article Online Paper recorded in KBr powder as a reference at room temperature
using a Perkin-Elmer Spectrum 2 in the range 400–4000 cm1. PL spectra of the prepared materials were recorded using
Hitachi (F-2700). A Xe lamp was used as the excitation source
during PL study and PL spectra was performed at an excitation
wavelength of 290 nm. Thermal analysis (TGA/DTA) measure-
ment of the prepared NPs was done using Shimadzu (model
60H) and DSC using Shimadzu (model 60). X-ray photoelectron
spectroscopy (XPS) was carried out by a PHI VersaProbe II with
AES photoelectron spectrometer. The Brunauer–Emmett–Teller
(BET) analysis was done using Quantachrome Autosorb Auto-
mated Gas Sorption System Instruments. dimethylthiazol-2-y1)-2,5-diphenyltetrazolium bromide (MTT)
assay. MTT is a colorimetric assay, which is based on the ability
to cleave the tetrazolium ring of the MTT using the mitochon-
drial dehydrogenase enzyme in viable cells to form insoluble
formazan crystals, which deposits in living cells. This insoluble
formazan is then dissolved by addition of a suitable solvent into
a purple colored solution. The absorbance of this colored
solution can be measured at 570 nm.33 The amount of formazan
crystal product is directly proportional to the number of living
cells. 3.2
FTIR analysis To conrm the nature of the reaction intermediate and identi-
cation of various functional groups which participate in the
formation of ZnO NPs, FTIR analysis was carried out in the
wavenumber range 400 to 4000 cm1 using KBr powder at room
temperature as shown in Fig. 2. The peaks below 500 cm1 was
assigned to the stretching vibration of Zn–O.39 The stretching
vibration corresponds to the bond between dopant and oxygen
(Nd/Er–O) may appear between 948 and 1113 cm1 (ref. 15, 40
and 41). A sharp absorption band at 1623 cm1 in the higher
energy region was ascribed to O–H bending vibration.39 The
ZnO surface contains hydroxyl groups and water molecules
either chemisorbed or physisorbed as conrmed by the broad
absorption band at around 3440 cm1.42 The peaks at 2920 and
2842 cm1 correspond to the –CH– stretching band which
belongs to Triton-X.39,43 The sharp peak at 2332 cm1 shows
atmospheric CO2 absorbed on the metal cation.15,44 nm in the visible region. The band gap energy of pure and Er/Nd
doped ZnO NPs was calculated by eqn (4),49 nm in the visible region. The band gap energy of pure and Er/Nd
doped ZnO NPs was calculated by eqn (4),49 nm in the visible region. The band gap energy of pure and Er/Nd
doped ZnO NPs was calculated by eqn (4),49 ahn ¼ A(hn Eg)n/2
(4) (4) where a, n, Eg, and A are the absorption coefficient, light
frequency, band gap, and a constant, respectively. Moreover, n
depends on the characteristics of the transition in a semi-
conductor for direct transition n ¼ 1 and for indirect transition
n ¼ 4. The value of n for ZnO was 1 due to direct transition.50 The
band gap energy of pure and doped ZnO NPs is calculated from
the plot between (ahn)2 vs. photon energy (hn). As seen from the
inset in Fig. 3 the band gap of pure ZnO was found to be 3.3, while
the band gap of Er and Nd doped ZnO was 2.74 and 2.66,
respectively. 3.2
FTIR analysis These results are consistent with previous results.51–55
The band gap energy was found to decrease from 3.37 to 2.66 aer
doping, which may be due to increased defects introduced by Er
and Nd doping or substitutional impurity located in the lattice
position of ZnO.56 A higher defect makes the electronic transitions
from the lled valence band to the energy level of the defect more
probable than the transitions to the conduction band.57 3.3
Optical properties and band gap The optical characterization of the synthesized material was done
using UV-vis diffuse reectance spectroscopy (DRS). DRS is a good
technique for examining the light harvesting ability of synthe-
sized hexagonal semiconductor photocatalysts.45,46 Fig. 3 presents
the DRS spectra of fabricated pure and Er/Nd doped ZnO NPs. A
strong absorption at 372 nm in the UV region corresponding to
pure ZnO may be due to band to band transitions.47,48 The Er/Nd
doped ZnO NPs showed the broad absorption near 452 and 465 2.5
In vitro cell viability analysis by MTT assay 2.5.1
Cell culture. Human breast cancer cell line (MDA-MB-
231), human liver cancer cell line (Hep3B) and human cervical
cancer cell line (HeLa) were used in the present study and cell
lines were procured from the Cell Repository – National Centre
for Cell Science, Pune (India). Cell lines were cultured in the
Roswell Park Memorial Institute (RPMI) 1640 culture medium
supplemented with 10% heat inactivated fetal bovine serum
(FBS) and 0.5% antibiotic antimycotic solution (Sigma-Aldrich
Co, St Louis, MO, USA) at 37 C in a humidied incubator
maintaining 5% CO2. D ¼
0:9l
b cos q
(3) (3) 2.5.2
MTT assay. The anticancer potential of the pure and
Nd/Er
doped
ZnO
NPs
were
determined
using
3-(4,5- This journal is © The Royal Society of Chemistry 2016 RSC Adv., 2016, 6, 78335–78350 | 78337 View Article Online RSC Advances Table 1
Crystallite size of pure and doped ZnO NPs with different
dopant concentrations Table 1
Crystallite size of pure and doped ZnO NPs with different
dopant concentrations where D is the crystallite size, l is the X-ray wavelength (0.154
nm), q is the Bragg diffraction angle and b is the full width at half
maximum (FWHM). The crystallite size of pure and doped ZnO
NPs were calculated using the most intense peak (101). The
crystallite size of doped ZnO was found to be smaller than that of
the pure ZnO as given in Table 1. The decrease in crystallite size
of Er/Nd doped ZnO is mainly due to the formation of Er–O–Zn
or Nd–O–Zn linkages on the surface of the doped samples, which
may hinder the growth of ZnO particles to some degree.15,38 3.4
Material morphology analysis (SEM-EDS and TEM) This indicate the formation of a Zn–O bond which reveals the
oxidation of Zn2+ in bound ZnO.58–61 The energy difference
between two peaks is 22 eV, which agreed well with the standard
value, i.e., 22.97 eV.60 The absorptions at 530.6 and 532.4 eV are
due to lattice oxygen and chemisorbed oxygen (OH) caused by
the surface hydroxyl in wurtzite ZnO as shown in Fig. 1S(B)
ESI†.61,62 Fig. 2S(A) ESI†displays peaks at 978.2 and 984.3 eV
corresponding to Nd 3d5/2 and Nd3/2, respectively, which reveals
that Nd exists as +3 oxidation state in Nd doped ZnO.62 The
peaks position of Nd 3d are closely related to the value of Nd2O3
in literature data, which suggests that Nd substitutes the Zn.63,64
Fig. 2S(B) ESI†shows the two binding energy peaks at 184.3 and
188.1 eV corresponding to the 4d5/2 and 4d3/2, respectively,
indicate the presence of Er3+ ions in Er doped ZnO.65–67 Based on
both the XRD and XPS results, we conclude that the Nd and Er
dopants are successfully incorporated into the ZnO lattice. C. We could see that pure and Er/Nd doped ZnO form hexagonal
rod-like structures with the aggregation of prepared ZnO NPs
possessing non-uniform morphology lying on top of one
another. Aer doping with different concentrations of Er and
Nd the surface becomes rough, implying the deposition of Er
and Nd on the surface of ZnO. Dopants also decrease the
aggregation of NPs. The grain size of doped NPs was gradually
decreased as the dopant concentration increased. As the crys-
tallite size decreases upon doping, the aggregation of NPs also
decreases which lead to an increase in surface area. The percentage of doping in ZnO NPs was conrmed by EDS
analysis, the results are illustrated in Fig. 5A and B which indi-
cate the existence of Nd and Er metal ions in the ZnO lattice. The
atomic ratio of Nd and Er in ZnO was measured from EDX and
found to be 1.75% and 4.55%, respectively. The gures also show
the presence of Zn, O, Er and Nd demonstrating that erbium and
neodymium ions are successfully doped into the ZnO NPs. The surface morphology and particle size of pure and doped
ZnO NPs were further analyzed by TEM as shown in Fig. 6A and
B. TEM images of prepared ZnO NPs clearly indicate the
hexagonal rod like structure. 3.4
Material morphology analysis (SEM-EDS and TEM) The morphology of pure and Er/Nd doped ZnO NPs calcinated
at 600 C for 4 h were investigated by SEM as shown in Fig. 4A– Fig. 1
XRD pattern of pure and Er/Nd doped ZnO NPs. Fig. 2
FTIR Spectra of pure and Er/Nd doped ZnO NPs. Fig. 2
FTIR Spectra of pure and Er/Nd doped ZnO NPs. Fig. 2
FTIR Spectra of pure and Er/Nd doped ZnO NPs. Fig. 2
FTIR Spectra of pure and Er/Nd doped ZnO NPs. Fig. 2
FTIR Spectra of pure and Er/Nd doped ZnO NPs. Fig. 1
XRD pattern of pure and Er/Nd doped ZnO NPs. Fig. 1
XRD pattern of pure and Er/Nd doped ZnO NPs. This journal is © The Royal Society of Chemistry 2016 78338 | RSC Adv., 2016, 6, 78335–78350 RSC Advances
View Article Online RSC Advances
View Article Online Paper Paper Fig. 3
UV-vis diffuse reflectance (DRS) spectra and the inset of the figure shows the plots of (ahn)2 vs. photon energy (hn) for pure and Er/Nd
doped ZnO NPs. d on 17 August 2016. Downloaded on 02/12/2016 07:42:52. ensed under a Creative Commons Attribution 3.0 Unported Licence. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Fig. 3
UV-vis diffuse reflectance (DRS) spectra and the inset of the figure shows the plots of (ahn)2 vs. photon energy (hn) for pure and Er/Nd
doped ZnO NPs. Fig. 3
UV-vis diffuse reflectance (DRS) spectra and the inset of the figure shows the plots of (ahn)2 vs. photon energy (hn) for pure and Er/Nd
doped ZnO NPs. Fig. 3
UV-vis diffuse reflectance (DRS) spectra and the inset of the figure shows the plots of (ahn)2 vs. photon energy (hn) for pure and Er/Nd
doped ZnO NPs. synthesized ZnO NPs. The wide survey scan spectra of Nd and Er
doped ZnO NPs are presented in Fig. 7A and B, respectively,
which indicate the presence of only Zn, O, C, Nd and Er
elements. The obtained binding energies were corrected by
using C 1s 282.8 eV as the reference. It could be seen from
Fig. 1S(A) ESI†, that the peaks appearing at 1020 and 1042 eV,
are in good agreement with the binding energy value of Zn 2p
and ascribed to the core level of Zn 2p3/2 and 2p1/2, respectively. 3.4
Material morphology analysis (SEM-EDS and TEM) The average particle size of doped
NPs was found to be in the range between 9 to 30 nm. Small
particles on the surface may be due to the presence of dopants. This journal is © The Royal Society of Chemistry 2016 This journal is © The Royal Society of Chemistry 2016 3.6
BET analysis Table 2
BET surface area, pore volume and pore diameter of pure and
Er/Nd doped ZnO NPs
Parameter
Pure ZnO
5%
Er-doped ZnO
2%
Nd-doped ZnO
BET surface area (m2 g1)
38.23
64.65
73.22
Pore volume (cm3 g1)
0.312
0.332
0.381
Pore diameter D (nm)
12.67
15.78
19.34
Fig. 8
The PL spectra of pure and Er/Nd doped ZnO NPs. Table 2
BET surface area, pore volume and pore diameter of pure and
Er/Nd doped ZnO NPs Fig. 5
(A and B) EDS image of (A) Er-doped ZnO, and (B) Nd-doped
ZnO NPs. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Fig. 8
The PL spectra of pure and Er/Nd doped ZnO NPs. Fig. 5
(A and B) EDS image of (A) Er-doped ZnO, and (B) Nd-doped
ZnO NPs. Fig. 6
(A and B) TEM image of (A) Er-doped ZnO, and (B) Nd-doped
ZnO NPs. BET surface area of 2% Nd was found to be higher than that of
pure ZnO and 5.0% Er doped ZnO. Fig. 6
(A and B) TEM image of (A) Er-doped ZnO, and (B) Nd-doped
ZnO NPs. Fig. 8
The PL spectra of pure and Er/Nd doped ZnO NPs. Fig. 6
(A and B) TEM image of (A) Er-doped ZnO, and (B) Nd-doped
ZnO NPs. photocatalytic activity decreases when an electron and hole
recombine to emit a photon.68–70 Therefore, the photocatalytic
activity of lower PL intensity would be higher. The PL intensity
of ZnO decreases upon doping with Er and Nd as shown in
Fig. 8. Hence, the recombination rate decreases by the efficient
charge separation of photoinduced electron–hole pairs. The PL
spectra of Nd doped ZnO NPs shows the lowest intensity peak
among all. Therefore, photocatalytic performance of Nd-doped
ZnO would be higher than pure and Er doped ZnO. It could
be seen from the gure that pure and doped ZnO NPs reveal
a UV emission band at approximately 329, 345, and a yellow
emission band around 585 nm. Generally the UV emission band
is due to the near band-edge emission (NBE), and the yellow
emission in the visible region may be attributed by deep level
emission (DLE). The UV emission was ascribed to the free BET surface area of 2% Nd was found to be higher than that of
pure ZnO and 5.0% Er doped ZnO. 3.6
BET analysis To further obtain more accurate information regarding doped
ZnO, we employed X-ray photoenergy spectroscopy (XPS) anal-
ysis to examine the chemical composition and oxidation state of The BET surface area, pore diameter and pore volume of
synthesized pure and Er/Nd doped ZnO NPs were examined This journal is © The Royal Society of Chemistry 2016 RSC Adv., 2016, 6, 78335–78350 | 78339 View Article Online Paper
View Article Online View Article Online RSC Advances n adsorption–desorption and Barrett–Joyner–
) analysis in liquid nitrogen. The nitrogen
sorption isotherms (Fig. 3S, ESI†) showed a Type
III hysteresis loop shape according to the IU
The BET surface, pore diameter and pore v
2.0% Nd and 5.0% Er doped ZnO NPs are gi
M image of (A) pure ZnO, (B) Er-doped ZnO, and (C) Nd-doped ZnO NPs. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Fig. 4
(A–C) SEM image of (A) pure ZnO, (B) Er-doped ZnO, and (C) Nd-doped ZnO NPs. Fig. 4
(A–C) SEM image of (A) pure ZnO, (B) Er-doped ZnO, and (C) Nd-doped ZnO NPs. III hysteresis loop shape according to the IUPAC classication. The BET surface, pore diameter and pore volume of pure and
2.0% Nd and 5.0% Er doped ZnO NPs are given in Table 2. The using nitrogen adsorption–desorption and Barrett–Joyner–
Halenda (BJH) analysis in liquid nitrogen. The nitrogen
adsorption–desorption isotherms (Fig. 3S, ESI†) showed a Type This journal is © The Royal Society of Chemistry 2016 This journal is © The Royal Society of Chemistry 2016 78340 | RSC Adv., 2016, 6, 78335–78350 Paper Paper BET surface area of 2% Nd was found to be higher than that of
pure ZnO and 5.0% Er doped ZnO. photocatalytic activity decreases when an electron and hole
recombine to emit a photon.68–70 Therefore, the photocatalytic
activity of lower PL intensity would be higher. The PL intensity
of ZnO decreases upon doping with Er and Nd as shown in
Fig. 8. Hence, the recombination rate decreases by the efficient
charge separation of photoinduced electron hole pairs The PL
Fig. 5
(A and B) EDS image of (A) Er-doped ZnO, and (B) Nd-doped
ZnO NPs. Fig. 6
(A and B) TEM image of (A) Er-doped ZnO, and (B) Nd-doped
ZnO NPs. This journal is © The Royal Society of Chemistry 2016 3.9
Cytotoxicity and antibacterial activity Fig. 9
DTA plot of pure and Er/Nd-doped ZnO NPs. In vitro results of the agar well diffusion susceptibility test reveal
that Nd-doped ZnO NPs show better antibacterial activity as
compared to pure and Er-doped NPs. Moreover, it was observed
that Nd-doped ZnO NPs show nearly equivalent bactericidal
potential as compared to the standard drug gentamicin, while
pure and Er-doped NPs have shown admirable bactericidal
potential against Gram negative as well as Gram positive path-
ogenic strains. The presence of zone of inhibition by the various
ZnO NPs against bacterial strains clearly indicates the bacteri-
cidal potential of the NPs. A bar graph and zone of inhibition
are presented in Fig. 10. recombination of photogenerated electrons in the conduction
band and hole in the valence band.71 The DLE emission in the
visible regions would arise due to the intrinsic or extrinsic
defects in ZnO NPs. 3.7
Photoluminescence spectroscopy PL is a well-known powerful technique for investigating the
effects of impurity, efficiency of charge carrier trapping and
predicting the photocatalytic efficiency of semiconductor pho-
tocatalyst. The PL spectrum of ZnO NPs originates from irra-
diative recombination of excited or photoinduced charge
carriers. The electron and hole play a great role in deciding the
photocatalytic activity of a semiconductor photocatalyst. The Fig. 7
XPS spectra of (A) Nd, and (B) Er-doped ZnO NPs. This journal is © The Royal Society of Chemistry 2016
RSC Adv 2016 6 78335–78350 | 78341 Fig. 7
XPS spectra of (A) Nd, and (B) Er-doped ZnO NPs. This journal is © The Royal Society of Chemistry 2016 RSC Adv., 2016, 6, 78335–78350 | 78341 View Article Online View Article Online RSC Advances Paper Fig. 9
DTA plot of pure and Er/Nd-doped ZnO NPs. The rst step from 70 to 300 C was ascribed to the removal of
free water, and weight loss in the second step from 300 to 500 C
may be due to decomposition of bound water and a hydroxyl
group. Finally, the weight loss above 500 C was due to the
crystallization of ZnO.73 The rst step from 70 to 300 C was ascribed to the removal of
free water, and weight loss in the second step from 300 to 500 C
may be due to decomposition of bound water and a hydroxyl
group. Finally, the weight loss above 500 C was due to the
crystallization of ZnO.73 The DSC analysis of pure and doped ZnO NPs heated at 20 C
per minute from 30 to 550 C is given in Fig. 7S–9S, ESI†. From
the DSC curve, 4 endothermic peaks were found at 50, 428, 367
and 393 C. The peak at 50 C for all NPs indicates the evapo-
ration of adsorbed water molecules. The peaks at 428, 367 and
393 C are ascribed to crystal transformation from cubic to the
wurtzite ZnO.74 3.8
Thermal analysis (TGA, DTA and DSC) To investigate the thermal stability of pure and Nd/Er doped
ZnO, TGA, DTA and DSC were carried out under a nitrogen
atmosphere. The total weight loss, i.e., 1.653% was observed for
pure ZnO NPs in the temperature range from 100 to 800 C
(Fig. 4S, ESI†) and shows good thermal stability up to 100 C. In
contrast to this Er-doped ZnO NPs display the loss of 4.453%
weight (Fig. 5S, ESI†) in the range of 100 to 800 C. The Nd-
doped ZnO NPs exhibit a total weight loss of approximately
1.476% in the range of 100 to 800 C (Fig. 6S, ESI†). The initial
weight loss for all NPs between 100 and 500 C was caused by
the evaporation of physically or chemically adsorbed water and
hydroxide molecules.72 The weight loss above 500 C might be
due to conversion of ZnO into crystalized wurtzite ZnO.15 Cytotoxicity effects of pure and Nd/Er-doped ZnO NPs were
examined in HeLa, hep3B and MDA-MB-231 cells using 3-(4,5-
dimethylthiazol-2-y1)-2,5-diphenyltetrazolium bromide (MTT)
assay. Cells were placed in a at bottom 96-well plate at
a density of 5 103 cells per well and allowed to grow for 24 h at
37 C. Aer incubation the culture medium was then replaced
with the 100 mL fresh medium containing increasing concen-
trations of pure and Nd/Er doped ZnO NPs. The cells were
incubated for 48 h and cell viability was measured by adding 20
mL of MTT dye (5 mg mL1 in phosphate-buffered saline) per
well. The plates were incubated for a further 4 h and thus for-
mazan crystals formed due to the reduction of dye by viable cells
in each well which were dissolved in 200 mL dimethyl sulfoxide The DTA curve of pure and Nd/Er doped ZnO NPs are shown
in Fig. 9. The DTA plot reveals three main steps of weight loss. Fig. 10
Bar graph showing the diameter of the zone of inhibition (in mm) produced by pure and Nd/Er-doped ZnO NPs against E. coli, S. aureus
and L. monocytogene. Fig. 10
Bar graph showing the diameter of the zone of inhibition (in mm) produced by pure and Nd/Er-doped ZnO NPs against E. coli, S. aureus
and L. monocytogene. This journal is © The Royal Society of Chemistry 2016 78342 | RSC Adv., 2016, 6, 78335–78350 Paper Fig. 3.8
Thermal analysis (TGA, DTA and DSC) 11
Dose dependent anticancer potential of pure and Nd/Er-doped ZnO Nps against HeLa, Hep3B and MDA-MB-231 human cancer cell
lines. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Fig. 11
Dose dependent anticancer potential of pure and Nd/Er-doped ZnO Nps against HeLa, Hep3B and MDA-MB-231 human cancer cell
lines cer potential of pure and Nd/Er-doped ZnO Nps against HeLa, Hep3B and MDA-MB-231 human cancer cell Fig. 11
Dose dependent anticancer potential of pure and Nd/Er-doped ZnO Nps against HeLa, Hep3B and MDA-MB-231 human cancer cell
lines. Fig. 11
Dose dependent anticancer potential of pure and Nd/Er-doped ZnO Nps against HeLa, Hep3B and M
ines oxygen species (ROS) such as hydroxyl radicals, hydrogen
peroxide and super oxides which react with cell content such as
protein lipid DNA to cause cell death.75–77 (DMSO). The absorbance was recorded in an ELISA plate reader
(iMARK Microplate Absorbance Reader, Bio Rad, California,
USA) at 570 nm. The absorption values were expressed as
percent cell viability compared with untreated control group
considered as 100% viable. The results indicate that there is
a decrease in cell metabolic activity of all targeted cells with
increasing concentrations of ZnO NPs. It could be seen from
Fig. 11 that MDA-MB-231 cells show higher damage compared
to the other two cells. This showed that the MDA-MB-231 cell
lines were more sensitive to the cytotoxic effects of ZnO NPs. At
512 mM concentration the toxicity of Nd-doped ZnO NPs was
found to be higher than pure and Er-doped ZnO NPs. This journal is © The Royal Society of Chemistry 2016 3.10
Photocatalytic activity The photocatalytic degradation of two different chromophoric
dyes such as MB and RR-241, two typical organic pollutants
discharged by textile industries, were chosen to evaluate the
photocatalytic efficiency of pure and doped ZnO NPs under
visible light illumination. The characteristic absorption values
of MB and RR-241 observed at 663 and 542 nm were used to
monitor the photocatalytic performance of pure and doped ZnO
NPs. The control experiments indicate that MB and RR-241 were
resistant to degradation during irradiation without photo-
catalyst. However, little degradation of both dyes was observed
in the presence of photocatalyst in the dark due to adsorption of
dyes on the catalyst surface. Therefore, both catalyst and light
are needed for effective decomposition. All prepared samples Several studies have been reported in the literature which
suggest that an increase in in vitro cytotoxicity and antibacterial
activity with increasing pure and doped hexagonal ZnO rods
may be due to: (i) NPs gathering in the cytoplasm or accumu-
lating on the bacterial surface which disturbed the cellular
function and membrane function; (ii) generation of reactive Fig. 12
(A) Change in the absorbance of an aqueous solution of MB (lmax ¼ 663) in the presence of 2.0% Nd-doped ZnO NPs. (B) Change in the
absorbance of an aqueous solution of RR-241 (lmax ¼ 542) in the presence of 5.0% Er-doped ZnO NPs at different time intervals during irradiation
under visible light. Fig. 12
(A) Change in the absorbance of an aqueous solution of MB (lmax ¼ 663) in the presence of 2.0% Nd-doped ZnO NPs. (B) Change in the
absorbance of an aqueous solution of RR-241 (lmax ¼ 542) in the presence of 5.0% Er-doped ZnO NPs at different time intervals during irradiation
under visible light. RSC Adv., 2016, 6, 78335–78350 | 78343 This journal is © The Royal Society of Chemistry 2016 View Article Online RSC Advances Fig. 13
(A and B) Change in concentration of MB and RR-241 in the presence of pure and different % of Nd and Er doped ZnO NPs, respectively,
under visible light irradiation. (C and D) Kinetic study of degradation of Mb and RR-241 in the presence of pure and different % of Nd and Er doped
ZnO NPs, respectively, under visible light irradiation. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. cle is licensed under a Creative Commons Attribution 3.0 Unported Licence. Open Access Article. Published on 17 August 2016. 3.10
Photocatalytic activity 16
Photostability of 2% Nd-doped ZnO NPs within four consec-
utive cycles for degradation of MB under visible light illumination. Paper
Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Paper Fig. 15
Decolorization efficiency of MB in the presence of different
radical scavengers over 2% Nd-doped ZnO under visible light
illumination. Paper
ons Attribution 3.0 Unported Licence. signicantly increases with increasing dopant percentage up to
2.0% (Nd) and 5.0% (Er). Further, an increase in dopant
percentage lead to a decrease in degradation of both dyes. However, 30.7% and 19.4% degradation of MB RR-241 dyes
takes place over pure ZnO aer 10 min due to a dye-sensitized
mechanism. To understand the photodegradation of dyes more accu-
rately and quantitatively, we calculated the kinetics in the
presence of pure and doped ZnO NPs. The plot of ln(C/C0) vs. irradiation time (t) (as shown in Fig. 10SA and B†), for MB
(2.0% Nd) and RR-241 (5.0% Er doped ZnO NPs) indicate
a good liner t. All R2 (correlation coefficients) values were
found to be higher than 0.9, which demonstrate that the
photodegradation of MB and RR-241 by the NPs follow
pseudo-rst-order kinetics, and the slope of the linear curve
could be considered as the rate constant kapparent. The ln C0/C
vs. irradiation time using all prepared ZnO NPs for degrada-
tion of MB and RR-241 under visible light illumination is
given in Fig. 13C and D. The results indicate that the kinetic
rate of MB and RR-241 catalyzed by Er and Nd doped ZnO
enhanced with increasing Er and Nd concentration, and the
Nd (2%) and Er (5%) doped ZnO display the highest photo-
degradation rate. Further, an increase in dopant percentage
lead to a decrease in degradation of both dyes. The calculated
kapparent values of the synthesized NPs are listed in Tables 1S
and 2S†, respectively. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Fig. 15
Decolorization efficiency of MB in the presence of different
radical scavengers over 2% Nd-doped ZnO under visible light
illumination. Fig. 15
Decolorization efficiency of MB in the presence of different
radical scavengers over 2% Nd-doped ZnO under visible light
illumination. 3.10.1
Effect of different operational parameters on the
degradation of dyes. 3.10
Photocatalytic activity Downloaded on 02/12/2016 07:42:52. This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. Fig. 13
(A and B) Change in concentration of MB and RR-241 in the presence of pure and different % of Nd and Er doped ZnO NPs, respectively,
under visible light irradiation. (C and D) Kinetic study of degradation of Mb and RR-241 in the presence of pure and different % of Nd and Er doped
ZnO NPs, respectively, under visible light irradiation. presence of pure or desired amount of Er/Nd doped ZnO NPs
under constant stirring and bubbling of atmospheric oxygen. Fig. 12A and B display that 100% and 78.6% decomposition of
MB and RR-241 dyes take place aer 10 min in the presence of
2.0% Nd and 5.0% Er doped ZnO NPs, respectively. were able to degrade both dyes under investigation, as observed
from the decrease in the characteristic absorbance and decol-
orization indicating the loss of chromophoric groups of dyes
and conversion into small aromatic intermediates. Nd and Er
doped ZnO NPs exhibit higher activity than pure ZnO under
visible light illumination. The results indicate that photo-
catalytic activity of doped ZnO was improved by introducing Er
and Nd metal ions into the lattice of ZnO. To compare the photocatalytic performance of pure and
different mole% doped ZnO more precisely, we plotted (C)/(C0)
vs. irradiation time for degradation of MB and RR-241, the
results are depicted in Fig. 13A and B. The results indicate that
the doped NPs provided enhanced photodecomposition of dyes
as compared to bare ZnO, and the photocatalytic activity In a typical experiment an aqueous solution of MB (10 ppm,
200 mL) or RR-241 (14 ppm, 200 mL) was illuminated in an
immersion well photoreactor with a visible lamp in the Fig. 14
(A and B) Comparative study for the degradation of MB and RR-241 in the presence of Nd and Er (with varying dopant%) under visible light
irradiation. Fig. 14
(A and B) Comparative study for the degradation of MB and RR-241 in the presence of Nd and Er (with varying dopant%) under visible light
irradiation. This journal is © The Royal Society of Chemistry 2016 78344 | RSC Adv., 2016, 6, 78335–78350 RSC Advances
View Article Online RSC Advances
View Article Online Fig. 15
Decolorization efficiency of MB in the presence of different
radical scavengers over 2% Nd-doped ZnO under visible light
illumination. Fig. This journal is © The Royal Society of Chemistry 2016 Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52.
This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. The degradation effi-
ciency was found to increase as the dopant percentage increases
up to 2% Nd and 5% Er doped ZnO NPs. It then decreases,
suggesting that 2% Nd and 5% Er doped ZnO NPs could be
more efficient for achieving high degradation efficiency due to
an increased charge separation ability. Therefore, a precise
amount of dopant could be critical for getting high photo-
catalytic activity.78 The presence of Nd3+ and Er3+ ions on the
surface of ZnO may promote the following reactions: Nd/Er3+ + e / Nd/Er2+
(6)
Nd/Er2+ + O2 / Nd/Er3+ + O2c
(7) Nd/Er3+ + e / Nd/Er2+
(6)
Nd/Er2+ + O2 / Nd/Er3+ + O2c
(7) (6) (7) Further increase in dopant percentage lead to a decrease in
the efficiency of photocatalyst. This may be due the fact that at
higher dopant concentrations, 7.0% (Er) and 2.5% (Nd),
multiple trapping of charge carriers occurs, hence the recom-
bination of photogenerated electron–hole pairs becomes easier
and fewer charge carriers reach the surface to initiate the
degradation of the dye. In addition, at high dopant percentages
the blocking of light rays or shadowing effect was observed. The
turbidity of powder takes place due to aggregation of the cata-
lyst particles, which decreases the penetration depth of light. The aggregation of ZnO powder covers part of the photosensi-
tive surface thereby decreasing the number of surface active
sites, which leads to a decrease in the photocatalytic activity of
the photocatalyst due to an increase in the number of electron–
hole recombination centers.79 Similar results have also been
reported in the literature.15,80–84 ZnO–OH + H+ / ZnO–OH2
+ (+ve at pH < pHzpc)
(8)
ZnO–OH + OH / ZnO–O + H2O (ve at pH > pHzpc) (9) (8) The results indicate that the degradation of both dyes
increases with increasing pH from 4 to 7.8 in the case of MB,
and from 4 to 8.6 in the case of RR-241. A further increase in pH
leads to decreased degradation of both dyes. The highest effi-
ciency is observed at pH 7.8 (in the case of MB), and 8.6 (in the
case of RR-241), which may be due to the fact that the dye
molecules have a good interaction with the surface of the
catalyst at these pH values. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52.
This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. The pH of the reaction mixture plays an important role in the
degradation of dyes because it determines the surface charge
properties of the catalyst, adsorption/desorption of dyes on the
surface of the catalyst, and charges on the dye molecules. Therefore, it is important to study the degradation of dyes at
varying pH values of the reaction mixture. In order to see the
role of pH on the decolorization of MB and RR-241, we per-
formed experiments at different pH values varying from 4 to 10
using 5.0% Er and 2.0% Nd-doped ZnO NPs. The pH of the
reaction mixture was maintained before irradiation by adding
an aqueous solution of either HNO3 or NaOH. The effect of pH
on degradation of MB and RR-241 was studied in analogous
experimental conditions. Fig. 12S(A)† shows the change in %
degradation vs. pH (4.0 to 10) for the degradation of MB in the
presence of 2.0% Nd doped ZnO, whereas, Fig. 12S(B)† shows
the change in % degradation vs. pH value (4.0 to 10) for the
degradation of RR-241 in the presence of 5.0% Er doped ZnO. It
could be seen from Fig. 12S(A)† that the decomposition of MB
dye increases upon increases in pH from 4 to 7.8 and a further
increase in pH leads to a decrease in MB degradation. The
degradation of RR-241 increases with increasing pH from 4 to
8.6, further increases lead to decreased degradation of RR-241
dye as shown in Fig. 12S(B).† The rate of decomposition of
dyes depends on the adsorption of dyes on the surface of ZnO
NPs. However, adsorption of dyes depends upon the ionic
structure of dyes and point charge value of ZnO. Since the zero
point charge for doped ZnO (pHzpc) is about 8.3.23 The surface of
the catalyst remains positively charged below pHzpc whereas the
catalyst surface is negatively charged above pHzpc, according to
eqn (8) and (9), respectively. The photocatalytic activity of the prepared materials was
found to increase as the molar ratio of dopants increased from
0 to 2.0% in the case of Nd, and 0–5% in the case of Er doped
ZnO NPs. This may be because under visible light illumination
dopants act as scavengers to trap the electron and prevent the
electron hole recombination rate. The 4f electron transitions of
dopants leads to the optical adsorption of ZnO and also
supports the charge carrier separation. This journal is © The Royal Society of Chemistry 2016 78346 | RSC Adv., 2016, 6, 78335–78350 3.10
Photocatalytic activity The efficiency of pure and doped catalysts
were investigated by degradation of two different chromophoric
dyes such as MB (cationic dye) and RR-241 (anionic dye) at other
optimum conditions under visible light illumination with
continuous purging of air. The percentage degradation (h) of dyes was calculated using
the eqn (5), Fig. 16
Photostability of 2% Nd-doped ZnO NPs within four consec-
utive cycles for degradation of MB under visible light illumination. h ¼ C0 C
C0
100%
(5) (5) Scheme 1
A plausible mechanism for the degradation of dyes using hexagonal nanorod ZnO under visible light irradiation. Scheme 1
A plausible mechanism for the degradation of dyes using hexagonal nanorod ZnO under visible light irradiation. This journal is © The Royal Society of Chemistry 2016 RSC Adv., 2016, 6, 78335–78350 | 78345 View Article Online RSC Advances Paper where C0 is the initial concentration and C is the concentration
at a particular time (t). g L1 (Er) doped ZnO NPs, and then the % degradation of dyes
decreases. The initial increase in the % degradation may be due
to an increase in total active surface area, the availability of
active sites on the catalytic surface and the penetration of visible
light. However, at a higher catalyst dose the decrease in %
degradation may be due to less visible light penetration and
a decrease in surface area because of agglomeration. Therefore,
fewer photons may reach the active surface sites.85,86 Hence, all
the experiments were carried out at optimal catalyst loading. Fig. 14A and B shows the % degradation of MB and RR-241
over pure and different % of Nd and Er doped ZnO NPs,
respectively, under 10 min illuminations. It was estimated from
the results that the degradation of MB and RR-241 over Nd
doped ZnO NPs follows the degradation order as Nd(2%)ZnO >
Nd(2.5%)ZnO > Nd(1.5%)ZnO > Nd(1.0)ZnO > Nd(0.5)ZnO >
ZnO. The degradation of MB and RR-241 over Er doped ZnO NPs
follows the degradation order as Er(5%)ZnO > Er(7%)ZnO >
Er(3%)ZnO > Er(1.0)ZnO > ZnO. The degradation efficiency of
MB and RR-241 reaches 100% and 89.5% over (2%) Nd, and
87.2% and 78.6% over (5%) Er doped ZnO NPs aer 10 min,
respectively. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52.
This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. The low degradation rate under
highly acidic and highly alkaline pH may due to the fact that
ZnO NPs may undergo photocorrosion through self-oxidation at
pH lower than 4. Moreover, in a strongly alkaline environment,
ZnO may also undergo dissolution as given in eqn (10)–(12),
respectively.87 In order to optimize the photocatalyst dose, we performed
the experiment at different loading levels of dopant (0.5 to 2.0 g
L1) to ensure the use of the minimum required amount of
catalyst for highest degradation of dyes. As shown in Fig. 11SA
and B,† the % degradation of RR-241 and MB increases with an
increase in catalyst dose from 0.5 to 1.5 g L1 (Nd), and 0.5 to 1.0 This journal is © The Royal Society of Chemistry 2016 78346 | RSC Adv., 2016, 6, 78335–78350 RSC Advances
View Article Online RSC Advances
View Article Online Paper Paper ZnO + 2h+ / Zn2+ + 1/2O2
ZnO + 2H+ / Zn2+ + H2O
ZnO + H2O + 2OH / Zn(OH)4
2 a possible mechanism for degradation of dyes over doped ZnO
NPs is shown in Scheme 1. The mechanism involving degra-
dation of dyes using irradiation of ZnO could be visualized as
follows. On absorption of photons of energy equal to or greater
than the band gap of the prepared ZnO NPs, an electron may be
promoted from the valence band to the conduction band
leaving behind an electron vacancy or “hole”. Generally, the
photocatalytic degradation of dyes in the presence of bare ZnO
was found to be lower than doped materials due to the recom-
bination of electron and hole pairs. The enhanced photo-
catalytic activity of doped ZnO NPs is not only due to the fact
that dopants can improve the absorption efficiency of the NPs to
solar light, but they also suppress the recombination rate of e/h+
pairs by trapping the electron, which improved the separation
of the charge carrier. Furthermore, the higher separation of
charge carried by doped ZnO NPs was conrmed by PL spectra. The trapped electron is picked up by oxygen to generate
superoxide radical anions. At the same time the hole generated
at the valence band (hvb
+) may react with surface bound H2O to
produce the highly reactive hydroxyl radical. The superoxide
radical anions (cO2
) and hydroxyl radicals (cOH) produced
under visible light irradiation are responsible for the degrada-
tion of dyes.89,90 3.10.2
Trapping experiment. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52.
This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. To nd out the role of
dopants on the degradation of dyes, we performed experiments
to examine the main reactive species – hydroxyl radical, super-
oxide radical anion and hole – using different scavengers. Therefore, different scavengers were added to the aqueous
solution of dyes to investigate the inhibitory effects of scaven-
gers. It is clearly seen from Fig. 15 that the maximum decom-
position of MB dye takes place without any scavenger. However,
potassium iodide (KI) caused the highest negative effect on
degradation efficiency of dye, indicating that hydroxyl radicals
and holes are the major reactive species for the decolorization
of MB in the presence of Nd-doped ZnO NPs. In addition, the
role of hydroxyl radicals was investigated by the addition of
isopropyl alcohol (IPA) and the results indicate that the degra-
dation of MB was found to be inhibited signicantly. Further-
more, a very small change in degradation of MB is observed
aer the addition of benzoquinone (quencher for superoxide
radical anion). The mechanism for trapping reactive species is
given below. In addition, doped ZnO NPs have a small crystallite size and
therefore possess a large surface area as inferred from BET,
TEM and XRD. Photocatalytic activity also depends upon
surface area; a larger surface area provides higher activity due to
increased adsorption area. Hence, the hexagonal rod like doped
ZnO NPs provide efficient photocatalytic activity.91 I + cOH / Ic + OH
(13)
I / Ic + e
(14)
e + hvb
+ / heat
(15)
Ic + I / I2c
(16)
I2c / I2 + e
(17)
IPOH + cOH / IPOc + H2O
(18)
BQ + O2c / BQc + O2
(19) I + cOH / Ic + OH
(13)
I / Ic + e
(14)
e + hvb
+ / heat
(15)
Ic + I / I2c
(16)
I2c / I2 + e
(17)
IPOH + cOH / IPOc + H2O
(18)
BQ + O2c / BQc + O2
(19) (13) (14) On the other hand a dye-sensitized mechanism may also be
possible as indicated in experiments carried out for degradation
of both dyes over pure ZnO NPs under a visible light source. Dyes such as MB and RR-241 are also visible light-absorbing
and get excited in visible light. Open Access Article. Published on 17 August 2016. Downloaded on 02/12/2016 07:42:52.
This article is licensed under a Creative Commons Attribution 3.0 Unported Licence. The excited dye* can transfer
the electron to the conduction band of ZnO NPs.92–94 The elec-
tron can be trapped by the dopant at the surface or by the
impurity band preventing the recombination rate of the charge
carrier. The trapped electrons may subsequently be transferred
to adsorbed oxygen to generate the superoxide radical anion
(O2c) which may act as a strong reducing agent and may form
hydrogen peroxide as indicated in the following equations. The
hydroxyl radical (cOH) formed in the reaction mixture may act
as a strong oxidizing agent. These ROS are responsible for the
degradation of dyes and killing of bacterial and cancer cells. 3.10.3
Photostability and reusability of doped ZnO NPs. In
addition to photocatalytic performance, the reusability of the
fabricated photocatalyst is also very important. To investigate
the stability of a hexagonal nanorod, we conduct four successive
photocatalytic experiments for degradation of MB under visible
light irradiation in the presence of recycled 2% Nd-doped ZnO
NPs, by keeping all other parameters unchanged. Fig. 16 shows
that 2% Nd-doped ZnO NPs exhibited effective stability under
visible light illumination, however, a slight reduction in effi-
ciency from 100% to 95.6% was observed aer the third cycle. Therefore, synthesized doped ZnO NPs could be an efficient
photocatalyst for photoxidation of pollutants with higher reus-
ability potential. Hence, doping semiconductors with suitable
metal ions enhances the stability of photocatalysts.78,83 Dye + visible light / dye*
(20)
Doped ZnO + visible light / ecb
+ hvb
+
(21)
Dye* + doped ZnO / dyec+ + ecb
(22)
Nd/Er3+ + e / Nd/Er2+
(23)
Nd/Er2+ + O2 / Nd/Er3+ + O2c
(24)
ecb
+ O2 / O2c
(25)
hvb
+ + H2O / cOH + H+
(26) Dye + visible light / dye*
(20)
Doped ZnO + visible light / ecb
+ hvb
+
(21)
Dye* + doped ZnO / dyec+ + ecb
(22)
Nd/Er3+ + e / Nd/Er2+
(23)
Nd/Er2+ + O2 / Nd/Er3+ + O2c
(24)
ecb
+ O2 / O2c
(25)
hvb
+ + H2O / cOH + H+
(26) (20) 3.10.4
Mechanism of degradation of dyes. On the basis of
the
above
experimental
results
and
previous
studies,88 3.10.4
Mechanism of degradation of dyes. 4.
Conclusion 12 P. V. Korake, R. S. Dhabbe, A. N. Kadam, Y. B. Gaikwad and 12 P. V. Korake, R. S. Dhabbe, A. N. Kadam, Y. B. Gaikwad and
K. M. Garadkar, J. Photochem. Photobiol., B, 2014, 130, 11–19. K. M. Garadkar, J. Photochem. Photobiol., B, 2014, 130, 11–19. In summary, we have successfully synthesized the hexagonal
pure and Er/Nd doped ZnO nanorods by a simple and facile sol
gel method using zinc acetate dihydrate as a precursor. All
doped ZnO NPs exhibit smaller crystallite size, red shiin
absorbance spectra, which allow utilization of visible light,
greater separation of e/h+ pairs and more adsorption of dyes on
the surface of doped ZnO as compared to bare ZnO NPs. The
fabricated doped ZnO NPs show better photocatalytic activity
for the degradation of MB and RR-241 dyes under visible light. The enhanced photocatalytic activity of doped ZnO NPs may be
due to the smaller crystalline size and higher surface area. The
dopants on the surface may act as electron wells to enhance the
charge carrier inferred from EDX, PL, XPS and FTIR. In addition
to superb photocatalytic activity and higher photostability,
doped ZnO also exhibits better anticancer and antibacterial
activity than pure ZnO NPs. 13 P. Gomathisankar, K. Hachisuka, H. Katsumata, T. Suzuki,
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Humboldt foundation, Germany, under research group linkage
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https://openalex.org/W4282579199
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https://www.frontiersin.org/articles/10.3389/fimmu.2022.906650/pdf
|
English
| null |
B10 Cells Are Associated With Clinical Prognosis During Adult Symptomatic Acute HBV Infection
|
Frontiers in immunology
| 2,022
|
cc-by
| 4,943
|
Edited by:
Yan-Mei Jiao,
Fifth Medical Center of the PLA
General Hospital, China
Reviewed by:
Tao Dong,
University of Oxford, United Kingdom
Ping Ma,
Tianjin Second People’s Hospital,
China
*Correspondence:
Xinyue Chen
chenxydoc@ccmu.edu.cn
Jing Zhang
zjyouan@ccmu.edu.cn Edited by:
Yan-Mei Jiao,
Fifth Medical Center of the PLA
General Hospital, China Reviewed by:
Tao Dong,
University of Oxford, United Kingdom
Ping Ma, Tianjin Second People’s Hospital,
China Tianjin Second People’s Hospital,
China Keywords: hepatitis B, acute, interleukin-10, regulatory B cell, cytokine, prognosis, B10 *Correspondence:
Xinyue Chen
chenxydoc@ccmu.edu.cn
Jing Zhang
zjyouan@ccmu.edu.cn *Correspondence:
Xinyue Chen
chenxydoc@ccmu.edu.cn
Jing Zhang
zjyouan@ccmu.edu.cn B10 Cells Are Associated With
Clinical Prognosis During Adult
Symptomatic Acute HBV Infection 1 The Third Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China, 2 The First
Unit, Department of Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China, 3 Beijing Institute of
Hepatology, Beijing Youan Hospital, Capital Medical University, Beijing, China There are few reports about the role of B10 cells in acute hepatitis B (AHB) infection. In this
study, based on 48 acute hepatitis B infected patients, we analysis the correlation of B10
cells with HBV clinical prognosis. The results showed that B10 was positively correlated
with HBsAg and HBeAg and inversely correlated with anti-HBs. The level of B10 in one
week before HBsAg clearance was significantly lower than 2 weeks prior to HBsAg
clearance and after 1-2 weeks of HBsAg clearance. B10 cell frequency displayed no
correlation with HBV DNA; however, it showed significant temporal synchronization with
hepatic inflammatory markers such as ALT. B10 level also associated with hospitalization
time. These results indicated that B10 is closely related to the clinical prognosis of acute
HBV infection. INTRODUCTION Although adult acute hepatitis B is mostly self-limited, more than 100,000 people still die from the
disease each year, especially in areas with restricted health resources, according to Global Burden of
Disease Study (1). There are significant differences in immunological pathogenesis and clinical
outcome between acute and chronic HBV infection. For spontaneous clearance of the HBV in the
acute setting within several months, both the innate and the adaptive immune system have been
proven to be critical (2–4). Otherwise, inflammation will aggravate or turn into chronic persistent
infection. The main function of regulatory B cell is to secrete IL-10, so it is also known as B10 cell
(5). B10 cells act as an negative regulator and inhibit excessive immune response and maintain
homeostasis especially in autoimmune diseases (6). In last two decades, the immunomodulatory
effect of B10 on inflammation, autoimmune diseases, and cancer have attracted much attention
(7–9). Previous studies were mostly limited to chronic hepatitis B infection (10, 11). However, it is
clear that acute hepatitis B virus infection has a more intense dynamics of virological and
immunological process. Here, a cohort of patients with acute hepatitis B who made eventually
favorable recovery was analyzed and we attempted to elucidate the relationship between B10 cells
and the clinical course. Specialty section:
This article was submitted to
Viral Immunology,
a section of the journal
Frontiers in Immunology
Received: 28 March 2022
Accepted: 17 May 2022
Published: 13 June 2022 Specialty section:
This article was submitted to
Viral Immunology,
a section of the journal
Frontiers in Immunology Received: 28 March 2022
Accepted: 17 May 2022
Published: 13 June 2022 Keywords: hepatitis B, acute, interleukin-10, regulatory B cell, cytokine, prognosis, B10 ORIGINAL RESEARCH
published: 13 June 2022
doi: 10.3389/fimmu.2022.906650 Citation: Liu Y, Du X, Lu J, Ma L, Jing Y, Ben H,
Chen X and Zhang J (2022)
B10 Cells Are Associated With
Clinical Prognosis During Adult
Symptomatic Acute HBV Infection. Front. Immunol. 13:906650. doi: 10.3389/fimmu.2022.906650 June 2022 | Volume 13 | Article 906650 Frontiers in Immunology | www.frontiersin.org B10 Cells in AHB Liu et al. MATERIALS AND METHODS Inc., Ashland, OR, USA) was used as the flow
analysis software. Patient Demography and
Clinical Outcomes Patient Demography and
Clinical Outcomes In total, 48 adult hospitalized patients with AHB were enrolled,
which ages ranging from 20 to 71 years (y) The most common
chief complaints were dark urine (47/48, 97.9%) scleral or skin
jaundice (45/48, 93.8%) and fatigue (42/48, 87.5%). All of the
patients displayed significant abnormalities in liver biochemistry
enzyme level. The clinical characteristics of all enrolled patients
are listed in Table 1 and the details in Supplementary Table 1
(Supplementary 1). After routine symptomatic treatment and
liver protection treatment (but antiviral therapy-free), all 48
patients recovered smoothly. That is, abnormal liver function
returned to normal, accompanied by undetectable HBV DNA,
and clearance of both HBsAg and HBeAg. At the end of the 48-
week follow-up, only 2 patients (4.17%) still did not produce
effective Anti-HBs. None of the 48 cases turned chronic. This study was guided by the Declaration of Helsinki and the
ethical principles developed by the American Human Research
Protection Program (AHRPP), and approved by the Ethical
Committee of Beijing You An Hospital, Capital Medical
University. All patients provided written informed consent. Statistical Analysis We conducted a retrospective observational single-center study. The acute hepatitis B (AHB) patients were initially screened
according to the Chinese Management Scheme of Diagnostic
and Therapy Criteria of Viral Hepatitis criteria (12): Patients
needed to meet the following criteria: no history of hepatitis B
virus infection (HBsAg negative), presence of clinical symptoms
and signs of AHB, significant increase in serum transaminase
with or without elevated bilirubin, positive for HBsAg and/or
HBeAg and/or HBV DNA, and immunoglobulin M antibody to
hepatitis B core antigen positive (IgM anti-HBc). Exclusion
criteria were HCV, HDV, HEV, or HIV co-infection. This
case series has been described in our previous study (13). Among these cases, we chose the patients with antiviral
treatment intervention-free. Overall, there were 48 patients in
this study. The blood samples collection was performed between
-2 and 24 weeks after the acute hepatitis B diagnosis was
confirmed. 24 patients with chronic hepatitis B (CHB) and 10
healthy people (normal controls, NC) as a comparison group. All fresh blood samples were tested immediately or gathering
tested within 2 weeks. All data were analyzed using SPSS 20.0 (IBM Inc, ArMonk, NY,
USA) and the GraphPad Prism 7 software (San Diego, CA, USA). Continuous variables were expressed in mean ± SD or median
(interquartile range) as appropriate. Qualitative and quantitative
differences between subgroups were analyzed by chi-squared or
Fisher’s exact tests for categorical parameters and Student’s t-test
or Mann–Whitney test for continuous parameters, paired or
unpaired, as appropriate. The Pearson correlation was used to
analyze the linear correlation of normally distributed data,
otherwise the Spearman rank correction test was used. P <
0.05 was considered statistically significant. HBV Markers Serologic markers for HBV infection were analyzed by Roche
e601 automatic electrochemical luminescence instrument Roche
kits (lower limit of detection of HBsAg was 0.05 IU/mL, range
from 0.05 to 52,000 IU/mL), according to the manufacturer’s
instructions. Quantitation of HBV DNA was performed by
polymerase chain reaction using the Roche Cobas/Taqman
Real-Time PCR 2.0 System(Roche Diagnostics GmbH,
Mannheim, Germany), according to the manufacturer’s
instructions (lower limit of detection was 20 IU/mL). TABLE 1 | Baseline Clinical and Virological Characteristics. Characteristic
n = 48
Sex (M/F)
30/18
Age (y), mean±SD
39.6 ± 13.8
ALT (U/L), median (range)
1043 (64.1-6367)
AST (U/L), median (range)
367 (35.5-3129)
TBil (mmol/L), median (range)
83.50 (14.1-379.4)
HBV DNA (log10 IU/mL) mean±SD
3.59±1.77
HBsAg (IU/mL), median (range)
934.7 (0.05-52000)
HBeAg (S/CO), median (range)
6.21 (0.08-1193)
Transmission Route
sexual
15 (31.3%)
tattooing/dental/body piercing
6 (12.5%)
healthcare exposure
2 (4.17%)
uncertain
25 (52.1%)
Incubation period* (days), median (range)
37.0 (21-102)
Average onset day†(days), mean±SD
11.27±6.45
M, male; F, female; y, year; SD, standard deviation; ALT, alanine transaminase; AST,
aspartate transaminase; TBIL, total bilirubin. *Incubation period, depends on data or transmission route available. †Onset day also means the first day of collecting blood sample. B10 Confirming Peripheral blood mononuclear cells (PBMCs) were isolated
using lymphocyte separation medium (Ficoll-Hypaque
density gradient, Axis-shield, Germany) from 10 ml fresh
heparinized blood sample. And then PBMCs were incubated
with 1 mM CpG-B ODN2006 (In vivoGen, San Diego, CA,
USA) for 96 h at 37°C. PMA (3 ng/ml) and ionomycin (100
ng/ml) were added during the last 4h in the presence of 10 mg/
ml brefeldin A (all from Sigma, St Louis, MO, USA). Cells
were then surface stained for the markers CD19 Pacific Blue-
A, and stained intracellularly with anti-IL-10 APC. So we
could assess the ability and the frequency of IL-10 production
from purified B cells (14). All antibodies including CD19-PE
and IL-10-APC used in flow cytometry were ordered from BD
Pharmingen (BD Pharmingen, San Diego, CA, USA). PBMCs
were acquired on a FACS Canton flow cytometer (Becton-
Dickinson, Franklin Lakes, NJ, USA). FlowJo 7.6.1 (Tree Star Frontiers in Immunology | www.frontiersin.org June 2022 | Volume 13 | Article 906650 2 B10 Cells in AHB Liu et al. Correlation Analysis Between Initial B10
Level and Length of Hospital Stay g
p
y
We also analyzed the relationship between B10 level at the
admission day (i.e., before the HBsAg clearance) and length of
hospital stay. The B10 level of patients with hospitalization time
more than 4 weeks was higher than that of patients within 4 weeks
(Figure 3A). Baseline TBIL levels also show significance between Analysis of the Correlation of B10 and
HBV Markers B10 within one and two weeks before HBsAg turned negative and
one to two weeks after HBsAg negative were estimated. The level
of B10 in one week before HBsAg turning negative was
significantly lower than before and after one to two weeks of
that (Figure 2A). Compared with the chronic hepatitis B (CHB)
group and the healthy normal control (NC) group, the CHB group
showed the highest B10 level, while the NC group showed the
lowest expression level. There were statistical differences among
the three groups (Figure 2B). In this study, we used CD19 as the marker of B cells and the
percentage of IL-10 in Breg or regulatory B cells as the level of
B10 (Figure 1A). In order to analyze the relationship between
B10 and prognosis of acute hepatitis B, we first analyzed the
relationship between B10 and HBV DNA, HBsAg, Anti-HBs and
HBeAg. We found that B10 was positively correlated with
HBsAg (r = 0.245, P = 0.015; Figure 1B) and HBeAg (r =
0.181, P = 0.045; Figure 1D), and negatively correlated with anti-
HBs (r = -0.408, P = 0.007; Figure 1C). There was no correlation
between B10 and HBV DNA (r = -0.153, P = 0.298; Figure 1E). Analysis of B10 Level Before and After
HBsAg Seroconversion In order to further analyze the temporal relationship between B10
and the clearance of acute hepatitis B surface antigen. The level of A
B
C
FIGURE 1 | B10 positively associated with HBsAg and HBeAg and negatively associated with anti-HBs. We defined B10 as the level of IL-10 in CD19+ cells
(A) and analyzed the relationship of B10 with HBsAg (B), anti-HBs (C), HBeAg (D) and HBV DNA (E). A B B C FIGURE 1 | B10 positively associated with HBsAg and HBeAg and negatively associated with anti-HBs. We defined B10 as the level of IL-10 in CD19+ cells
(A) and analyzed the relationship of B10 with HBsAg (B), anti-HBs (C), HBeAg (D) and HBV DNA (E). June 2022 | Volume 13 | Article 906650 Frontiers in Immunology | www.frontiersin.org 3 B10 Cells in AHB Liu et al. Liu et al. A
B
FIGURE 2 | B10 significantly decreased before HBsAg serum clearance in AHB, show significance among the 3 groups. AHB, acute hepatitis (B) CHB, chronic
hepatitis (B) NC, normal control. (A). The dynamics of B10 in each patient with two weeks before HBsAg clearance, one week and within 1-2 weeks after HBsAg
clearance. (B). The average of B10 show significance among the 3 groups. the CHB group (n=24) was the highest, followed by the AHB group (n=48), and the
lowest was the NC group (n=10). B A B FIGURE 2 | B10 significantly decreased before HBsAg serum clearance in AHB, show significance among the 3 groups. AHB, acute hepatitis (B) CHB, chronic
hepatitis (B) NC, normal control. (A). The dynamics of B10 in each patient with two weeks before HBsAg clearance, one week and within 1-2 weeks after HBsAg
clearance. (B). The average of B10 show significance among the 3 groups. the CHB group (n=24) was the highest, followed by the AHB group (n=48), and the
lowest was the NC group (n=10). The role of B lymphocytes in the pathogenesis of hepatitis B may
have been underestimated (15). It is thought that the robust specific
T lymphocyte response largely determines the clearance or
persistence of HBV infection. Related research also focuses on the
depletion mechanisms of HBV-specific T lymphocyte responses
(16, 17). Analysis of B10 Level Before and After
HBsAg Seroconversion B lymphocytes comprise a major part of adaptive
immunity, and their main functions in resisting viral infection
include a series of events, including complex antigen identification
and antigen presentation, as well as the ultimate production of viral
antigen-specific antibodies (18). Mizoguchi et al. first coined the
term regulatory B cell to describe B cells that suppress disease in a
mouse inflammatory bowel disease model (19, 20). B lymphocytes
can perform duplex immunomodulation. A prominent example is
that B lymphocytes are highly capable of antigen processing and
presentation and are necessary for activating CD4+ T lymphocytes. In recent years, attention has been paid to the potential of B
lymphocytes in negative immunomodulation, manifested by a
number of studies on autoimmune diseases and inflammatory
diseases (21–26). the 2 groups (Figure 3D), but not ALT, AST, HBsAg, HBeAg, and
HBV DNA (Figures 3B, C, E–G). The hospitalization time of acute
hepatitis B patients are not only related to the time of HBsAg
clearance, but also related to the time of liver function recovery. We
also analyzed the relationship between B10 and ALT. The levels of
ALT (Figure 4A) and B10 (Figure 4B) gradually decreased with a
smooth recovery from the disease. B10 was positively correlated
with ALT (r = 0.293, P = 0.001; Figure 4C). DISCUSSION Indeed, it significantly increased at the peak of inflammatory
activities and decreased when inflammation was eased,
suggesting that it can inhibit inflammation. The inflammation
levels of acute hepatitis B can be self-limiting, synchronically
related to the levels of B10 frequency, indicating the latter’s
function in inhibiting overdevelopment of inflammation to
prevent spread. In the AHB recovery phase, B10 drop to a low
level and prevent the disease from turning into a chronic
persistent infection. Even if the P values have statistical
significance, the absolute values of Pearson correlation
coefficient (r) between B10 cell and HBsAg, HBeAg and ALT
are not strong enough. A larger sample size to verify the
correlation is expected. It is no doubt that regulatory T cells
can perform negative regulation by means of IL-10, and this has
been confirmed for chronic hepatitis B. B10 cells exerted
dysregulation in T cell function through IL-35 dependent
mechanism and depend on cell-to-cell contact style (27, 28). B B C mechanism and depend on cell to cell contact style (27, 28). With AHB standard management procedure and no antiviral
intervention, we could conclude that the length of hospital stay is
directly related to severity of illness. In this study, the frequency
of B10 cell was higher in patients hospitalized for longer than 4
weeks than in patients hospitalized for less than 4 weeks. These
results further suggest that B10 is positively correlated with the
course and prognosis of acute liver inflammatory disease. Before
and after HBsAg clearance, we also clearly observed the critical
time point which the expression of B10 frequency is the lowest. Accompanied by HBsAg clearance and anti-HBs appearance
gradually, B10 return to the previous normal level. These
regulatory cells are also regulated by regulators and may be
related to IL-35 or IL-21 (8), which needs to be confirmed by
further studies. FIGURE 4 | B10 temporal positively associated with ALT during acute HBV
infection. Dynamic of ALT (A) and B10 (B) during hospitalization stay time. The
positive correlation between B10 and ALT during hospitalization stay time (C). Previous study revealed that the depletion of Treg cells in the
PBMCs of patients with chronic hepatitis B did not alter the
frequency of B10 cells or their ability to produce IL-10 (11),
indicating regulatory T or B lymphocyte have their own unique
pathway to influence immune response. DISCUSSION Regulatory B cells are a subgroup of B cells. Regulatory B cells are
determined by their secretion of negative cytokine IL-10, so the B
cells secreting IL-10 are also known as B10. Very little was found
in the literature on the question of the role of B10 cells in acute
HBV infection. In this study, we found that B10 was closely
related to the prognosis of acute HBV by series of samples from
48 cases of acute HBV patients. A
B
D
E
F
G
C
FIGURE 3 | Compared B10 levels and other liver function index between different hospitalization stay time patients. The admitting day’s B10 levels was significant
lower in patients within 4 weeks of hospitalization stay than those of more than 4 weeks (A). TBIL levels also show significance between the 2 groups (D), but not
ALT (B), AST (C), HBsAg (E), HBeAg (F), and HBV DNA (G). D
C C D B E F F E G G FIGURE 3 | Compared B10 levels and other liver function index between different hospitalization stay time patients. The admitting day’s B10 levels was significant
lower in patients within 4 weeks of hospitalization stay than those of more than 4 weeks (A). TBIL levels also show significance between the 2 groups (D), but not
ALT (B), AST (C), HBsAg (E), HBeAg (F), and HBV DNA (G). 4 June 2022 | Volume 13 | Article 906650 Frontiers in Immunology | www.frontiersin.org B10 Cells in AHB Liu et al. Liu et al. A
B
C
FIGURE 4 | B10 temporal positively associated with ALT during acute HBV
infection. Dynamic of ALT (A) and B10 (B) during hospitalization stay time. The
positive correlation between B10 and ALT during hospitalization stay time (C). inflammation changes rapidly but can eventually recover in a
relatively short time. This study revealed the obvious correlation
between the B10 frequency and the changes in liver
inflammation: the B10 frequency increased significantly when
liver inflammation intensified and decreased rapidly to normal
during disease recovery. This also fully demonstrates the
potential leading role B10 cell plays in regard to inflammation
and immunity. A As stated above, because the secretion of IL-10 is not limited
to a particular cell or cell subset, B10 cells may also comprise
different cell subsets and may have certain heterogeneities. Frontiers in Immunology | www.frontiersin.org REFERENCES 12. Chinese Society of Infectious Diseases and Parasitology, CSoH. Management Scheme of Diagnostic and Therapy Criteria of Viral
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Tumor. SUPPLEMENTARY MATERIAL The studies involving human participants were reviewed and
approved by Ethical Committee of Beijing YouAn Hospital,
Capital Medical University. The patients/participants provided
their written informed consent to participate in this study. The Supplementary Material for this article can be found online at:
https://www.frontiersin.org/articles/10.3389/fimmu.2022.906650/
full#supplementary-material DISCUSSION Also, there are other IL-
10-producing immune cells such as T cell, monocytes and NK
cells, not involved in this assay with regret (29–31). We speculate
that these immune cells focus on secreting IL-10, forming a
complex and interacting regulatory network, and exert inhibitory
effects organically. Furthermore, the lack of acute fulminant
hepatitis and liver specimens is the deficiency of this study. Additionally, the development about HBsAg-specific and/or
HBcAg-specific B cells maybe novel targets for antiviral
strategies toward functional cure of chronic HBV infection
attracted more attentions (32–34). The failure to explore the IL-10 is an important inhibitory cytokine in the human body,
with a low absolute concentration in peripheral blood. In various
microenvironments, it inhibits pro-inflammatory cytokines, Th1
cell responses, and T lymphocyte proliferation, performing
multiple negative regulations. In a certain sense, the number of
IL-10-producing Breg cells and the IL-10 production level reflect
the changes in the body’s inflammation level and immune status. According to a pioneer study by Dr. Maini and her colleagues in
2012, IL-10 levels in plasma and liver inflammation levels of
chronic hepatitis B patients were positively correlated, suggesting
that the elevation of IL-10 levels is a protective mechanism (10). In terms of the disease course, compared to chronic hepatitis B,
acute hepatitis B is characterized by the clinical features of acute
onset and self-limiting viral clearance. In acute hepatitis B, June 2022 | Volume 13 | Article 906650 Frontiers in Immunology | www.frontiersin.org 5 B10 Cells in AHB Liu et al. DATA AVAILABILITY STATEMENT Thirteenth Five-Year Major Science and Technology Projects
(2017ZX10202202-005-010), the Capital Health Research and
Development Projects (2020-1-3011). 2022 Research project on
education and teaching reform of Capital Medical
University (2022JYY260). Thirteenth Five-Year Major Science and Technology Projects
(2017ZX10202202-005-010), the Capital Health Research and
Development Projects (2020-1-3011). 2022 Research project on
education and teaching reform of Capital Medical
University (2022JYY260). The original contributions presented in the study are included in
the article/Supplementary Material. Further inquiries can be
directed to the corresponding authors. AUTHOR CONTRIBUTIONS phenotype features of those HBV-specific B cells in the
environment of acute hepatitis B is also one of the short-
comings of this study. YL, XC, and JZ conceived and designed the experiments; YL and
XD performed the experiments; YL and HB analyzed the data;
XD, LM, JL, and YJ contributed patients recruiting and
management. YL and JZ wrote the paper. All authors
contributed to the article and approved the submitted version. In conclusion, we found that B10 is closely related to the
clinical prognosis of acute HBV infection. Whether B10 is one of
the pathogenic mechanisms of acute fulminant hepatitis and
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Age-Associated B Cells by IRF5 in Systemic Autoimmunity. Nat Immunol
(2018) 19:407–19. doi: 10.1038/s41590-018-0056-8 23. Liu JQ, Geng XR, Hu TY, Mo LH, Luo XQ, Qiu SY, et al. Glutaminolysis is
Required in Maintaining Immune Regulatory Functions in B Cells. Mucosal
Immunol (2022) 15:268–78. doi: 10.1038/s41385-021-00481-9 11. Gong Y, Zhao C, Zhao P, Wang M, Zhou G, Han F, et al. Role of IL-10-
Producing Regulatory B Cells in Chronic Hepatitis B Virus Infection. Dig Dis
Sci (2015) 60:1308–14. doi: 10.1007/s10620-014-3358-1 June 2022 | Volume 13 | Article 906650 Frontiers in Immunology | www.frontiersin.org 6 B10 Cells in AHB Liu et al. 24. Daïen CI, Tan J, Audo R, Mielle J, Quek LE, Krycer JR, et al. Gut-Derived
Acetate Promotes B10 Cells With Antiinflammatory Effects. JCI Insight (2021)
6:e144156. doi: 10.1172/jci.insight.144156 32. Salimzadeh L, Le Bert N, Dutertre CA, Gill US, Newell EW, Frey C, et al. PD-1
Blockade Partially Recovers Dysfunctional Virus-Specific B Cells in Chronic
Hepatitis B Infection. J Clin Invest (2018) 128:4573–87. doi: 10.1172/
JCI121957 25. Chodisetti SB, Fike AJ, Domeier PP, Choi NM, Soni C, Rahman Z. TLR7
Negatively Regulates B10 Cells Predominantly in an Ifng Signaling
Dependent Manner. Front Immunol (2020) 11:1632. doi: 10.3389/
fimmu.2020.01632 33. June 2022 | Volume 13 | Article 906650 REFERENCES doi: 10.1002/hep.23977 Copyright © 2022 Liu, Du, Lu, Ma, Jing, Ben, Chen and Zhang. This is an open-access
article distributed under the terms of the Creative Commons Attribution License
(CC BY). The use, distribution or reproduction in other forums is permitted, provided
the original author(s) and the copyright owner(s) are credited and that the original
publication in this journal is cited, in accordance with accepted academic practice. No
use, distribution or reproduction is permitted which does not comply with these terms. 31. Gori S, Soczewski E, Fernandez L, Grasso E, Gallino L, Merech F, et al. Decidualization Process Induces Maternal Monocytes to Tolerogenic IL-10-
Producing Dendritic Cells (DC-10). Front Immunol (2020) 11:1571. doi: 10.3389/fimmu.2020.01571 June 2022 | Volume 13 | Article 906650 Frontiers in Immunology | www.frontiersin.org
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MENENTUKAN STATUS KEGIATAN PEMBANGUNAN DAN PEMELIHARAAN POS KEAMANAN WILAYAH JAWA BARAT MENGGUNAKAN ALGORITMA C.45
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JATI
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Vol. 7 No. 1, Februari 2023 Vol. 7 No. 1, Februari 2023 JATI (Jurnal Mahasiswa Teknik Informatika) MENENTUKAN STATUS KEGIATAN PEMBANGUNAN DAN
PEMELIHARAAN POS KEAMANAN WILAYAH JAWA BARAT
MENGGUNAKAN ALGORITMA C.45 Faisal Nurdiana, Arif Rinaldi Dikananda
Program Studi Manajemen Informatika, STMIK IKMI Cirebon
Jl. Perjuangan No. 10B, Karyamulya Cirebon, Indonesia
Faisalnurdiana18@gmail.com ABSTRAK Tujuan dari proyek akhir ini adalah untuk mengetahui bagaimana perkembangan kebersihan dan lingkungan
keamanan di kabupaten/kota jawa barat dan memahami keinginan seluruh warga local serta pendataan yang dari
luar daerah dalam menjaga dan menciptakan lingkungan keamanan dalam kebersihan dan agar segera terwujud:
siskamling-klaster system, serta adanya kesadaran individu dan semua warga negara sangat penting dalam
melaksanakan perubahan lingkungan keamanan dan masalah kebersihan, baik ke alam lingkungan serta lingkunan
social, Hasil dari proyek akhir ini adalah menghasilkan akurasi sebesar 97.58% dari total dataset sebanyak 330
data, dengan klasifikasi daaerah yang ada kegiatan pembangunan dan pemeliharaan pos keamanan di jawa barat
sebanyak 322 daerah daan 8 daerah yang belum melaksankan kegiatan pembangunan dan pemeliharaan pos
keamanan. Kata Kunci: Environment, Security Post, Classification C4.5 2.1. Keamanan Dan Ketertiban Lingkungan 2.1. Keamanan Dan Ketertiban Lingkungan , , Kegiatan Siskamling merupakan wadah bagi
masyarakat untuk berpartisipasi dalam meningkatkan
kesadaran hukum dan menegakkan supremasi hukum. Perlindungan lingkungan dapat dilakukan dengan
sebaik-baiknya
ketika
masyarakat
berpartisipasi
secara aktif. Pentingnya peran serta masyarakat dalam
penyelenggaraan
sistem
keamanan
lingkungan
didasari oleh adanya fenomena kriminalitas yang
semakin kompleks dalam kehidupan masyarakat,
termasuk maraknya perampokan.[2] ,
=
−
| |
| | ∗
( 1 ) Keterangan :
S
= himpunan kasus A
= atribut
n
= jumlah partisi atribut A |Si|
= jumlah kasus pada partisi ke-i
|S| = jumlah kasus dalam S
Sementara itu, perhitungan nilai entropy dapat
dilihat pada persamaan 2
(2)
Keterangan:
S
= himpunan kasus A
= fitur
n = jumlah partisi S pi = proporsi
dari Si terhadap S [12]
−
| |
| | ∗
( 1 )
=
−
∗ log ( 1 ) Keterangan :
S
= himpunan kasus A
= atribut
n
= jumlah partisi atribut A |Si|
= jumlah kasus pada partisi ke-i
|S| = jumlah kasus dalam S S
= himpunan kasus A
= atribut n
= jumlah partisi atribut A |Si|
= jumlah kasus pada partisi ke-i Gambar 1. Tahapan Knowledge Discovery in
Database Gambar 1. Tahapan Knowledge Discovery in
Database |S| = jumlah kasus dalam S
Sementara itu, perhitungan nilai entropy dapat
dilihat pada persamaan 2 p
p
(2)
Keterangan:
S
= himpunan kasus A
= fitur
n = jumlah partisi S pi = proporsi
dari Si terhadap S [12]
=
−
∗ log (2) Keterangan: Gambar 1. Tahapan Knowledge Discovery in
Database 1.
PENDAHULUAN 7 No. 1, Februari 2023 JATI (Jurnal Mahasiswa Teknik Informatika) Dengan adanya penelitian ini diharapkan dapat
memaksimalkan system siskamling di setiap daerah
yang ada di provinsi jawa barat agar di setiap daerah
yang ada di jawa barat menjadi daerah yang aman
serta nyaman bagi pendatang maupun warga asli. a) pilih atribut sebagai akar c) bagi kasus dalam cabang c) bagi kasus dalam cabang d) ulangi proses untuk setiap cabang sampai semua kasus pada cabang memiliki kelas yang sama
Untuk memilih atribut sebagai akar, didasarkan pada
nilai gain tertinggi dari atribut-atribut yang ada. Untuk
menghitung gain digunakan persamaan 1. 1.
PENDAHULUAN Pada beberapa dekade lalu, sistem penjagaan
seperti ini dikenal dengan Siskamling, dan tempatnya
bernama Poskamling. Hal ini pernah booming di
ganggang, di RT-RT, dan di RW-RW seluruh
Indonesia meski timbul tenggelam. Namun semangat
Siskamling, yang semestinya bisa untuk pengelolaan
Kamtibmas lingkungan bersama Poskamlingnya, naik
turun bak ombak dilautan, Slamet Pribadi[4] Pada saat yang sama populasi tumbuh secara
bertahap dan proporsional. Upaya masyarakat dalam
mendorong, urbanisasi dan migrasi untuk meningkatk
an pendapatan, pendidikan, kesejahteraan, lingkungan
yang aman dan kehidupan yang lebih layak dilakukan
dengan memanfaatkan dan mengembangkan potensi
daerah [1], Mencitakan keamanan dan ketertiban
masyarakat tidak hanya pelaksanaan peraturan
perundangundangan Oleh karena itu Dinas Pemberdayaan Masyrakat
dan Desa melakukan suatu program dimana di setiap
desa/kelurahan yang ada di jawa barat khususnya di
wilayah kab/kota cirebon diadakan system siskamling,
dengan tujuan untuk meminalmilisir tindak kejahatan
yang ada di masyarkat, baik itu tindak pidana pencurin
atau sebagainnya serta menciptakan lingkungan yang
nyaman dan aman. dan penegakan hukum, tetapi masyaraka juga dapat ik
ut serta dalam menciptakan keamanan dan ketertiba
paling tidak di lingkungannya sendiri. [2], maka dari
itu dibuatlah system keamanan lingkungan atau biasa
disebut siskamling, Siskamling (Sistem Keamanan
Lingkungan) merupakan salah satu upaya pencegahan
bahaya, keamanan dan gangguan untuk menciptakan
rasa aman dan nyaman di masyarakat. Untuk
mendukung kegiatan Siskamling yang direncanakan
dapat dilaksanakan dengan baik, diperlukan sistem
pemantauan pelaksanaan kegiatan.[3] Data
diatas
merupakan
data
dari
www.opendata.jabar.com di, ada beberapa yang
berjumlah 15.936 data yang berisikan atribut kode_pr
ovinsi,nama_provinsi, bps_kode_kabupaten_kota, bp
s_nama_kabupaten_kota, bps_kode_kecamatanbps_n
ama_kecamatan,bps_kode_desa_kelurahan, bps_nam
a_desa_kelurahan, kemendagri_kode_kecamata, kem
endagri_nama_kecamatan, kemendagri_kode_desa_k
elurahan, kemendagri_nama_desa_kelurahan, status_
kegiatan, tahun, dan id Salah satu metode dalam SISKAMLING adalah
e-siskamling yang telah di terapkan di wilayah
jember, E-Siskamling ini dilaunching pada 6 April
2017, diresmikan oleh Kepala Kepolisian Daerah
Jawa Timur Irjen.Pol.Drs. Macfud Arifin, SH pada
saat digelarnya rangkaian kegiatan kunjungan kerja
Kapolda Jatim di Polres Jember. Kapolda Jatim sangat
mengapresiasi program e-siskamling ini, sebab
aplikasi ini merupakan yang pertama di Indonesia. Selain itu, Kapolri juga mengapresiasi inovasi-inovasi
dari Polres Jember dengan memberikan penghargaan
WBBM, penghargaan ini merupakan penghargaan
tertinggi
di
bidang
inovasi
dan
pelayanan
(https://nusantaranews/ diakses pada 10 Juli 2018). Kemanan serta kenyamanan bagi masryarakat
merupakan hal yang utama, Dengan hasil akurasi
pemberdayaan masyarakat terhadap pembangunan dan
pemeliharaan pos keamanaan lingkungan dengan
tujuan menciptakan lingkungan yang nyaman dan
aman serta sehat, yang memungkinan warga nya hidup
dengan damai dan bisa menjadi pelopor bagi daerah
lain untuk menjaga serta melestarikan lingkungan
alam sekitar kita [5] 505 Vol. 2.2. Data Mining Dalam
penelitian
ini,
digunakan
metode
Knowledge Discovery in Database (KDD) yang
memiliki beberapa tahapan dan proses yang harus
dilakukan. Tahapan-tahapan
tersebut
mencakup
Selection,
Preprocessing,
Transformation,
Data
Mining, serta Evaluation. Dalam proses dilakukan
identifikasi dan ekstraksi informasi penting yang
terdapat dalam data yang diolah. Setiap tahapan dalam
proses ini memiliki peran penting dalam menghasilkan
hasil yang akurat dan bermakna dari data yang diolah. Data mining menurut David Hand, Heikki
Mannila, dan Padhraic Smyth dari MIT adalah analisa
terhadap data (biasanya data yang berukuran besar)
untuk menemukan hubungan yang jelas serta
menyimpulkannya yang belum diketahui sebelumnya
dengan cara terkini dipahami dan berguna bagi pemilik
data tersebut.[6], Data mining, di sisi lain, adalah
kegiatan
yang
melibatkan
pengumpulan
dan
penggunaan
data
historis
untuk
menemukan
keteraturan, pola, atau hubungan dalam kumpulan data
besar.[7], Klasifikasi dalam informasi mining ialah
tata cara pendidikan informasi buat memprediksi nilai
dari sekelompok atribut[8], data mining merupakan
proses menemukan pola yang dalam, menarik, dan
baru, serta pola deskriptif, dapat dipahami, dan
prediktif dalam data skala besar.[9] 3.1. Selection Tahap selection memasukkan operator Read
Excel dalam membaca data Excel yang akan memakai
Rapidminer versi 10.0. Selanjutnya menggunakan
operator Select Attributes, yang berfungsi untuk
memilih atribut mana yang ingin digunakan. Operator
select atribut berfungsih untuk mengatur peran dari 1
atau lebih atribut yang akan digunakan 2.3. Algoritma C4.5 Salah satu algoritma yang dapat digunakan untuk
membuat pohon keputusan (decission tree) adalah
algoritma C4.5. Algoritma C4.5 merupakan algoritma
yang sangat populer yang digunakan oleh banyak
peneliti di dunia,[10], Algoritma C4.5 memiliki
akurasi yang tinggi ketika sebagian besar dari
parameter data yang digunakan adalah nominal.[11]. Secara umum algoritma C4.5 untuk membangun
pohon keputusan adalah sebagai berikut: 1.
Seleksi Data (Data Selection) Pada proses seleksi data dilakukan menggunakan
operator Select Attributes dan menghasilkan dataset
dengan atribut terpilih untuk digunakan pada proses
selanjutnya yaitu pemilihan data. Berikut adalah hasil
dari seleksi data menggunakan Select Attributes: g) Performance. Dimana setiap operator memiliki tugas serta
fungsihnya masing-masing Sesuai dengan metode
serta algoritma yang kita gunakan dalam memproses
suatu data set pada data mining, Gambar 3. Hasil Proses Select Attributes Pada Gambar 3 terlihat bahwa atribut pada
dataset
status
kegiatan
pembangunandan
pos
keamanan di wilayah Jawa Barat telah diseleksi sesuai
kebutuhan proyek, dimana hanya 4 atribut dari total 15
atribut yang digunakan 4.
HASIL DAN PEMBAHASAN 4. HASIL DAN PEMBAHASAN 4.1. Penerapan algoritma C4.5 untuk menentukan
status
kegiatan
pembangunan
dan
pemeliharaan pos keamanan yang ada di
wilayah Jawa Barat 4.1. Penerapan algoritma C4.5 untuk menentukan
status
kegiatan
pembangunan
dan
pemeliharaan pos keamanan yang ada di
wilayah Jawa Barat 3.2. Preprocessing
T h Tahapan
Preprocessing
dilakukan
melalui
Rapidminer dengan menggunakan operator select
atribut. Operator select atribut digunakan untuk
memilih data yang digunakan pada setiap atributnya
Pada operator select atribut ini terdapat atribut yang a
kan di gunakan dalam tahapan selanjutnya, yaitu atrib 506 JATI (Jurnal Mahasiswa Teknik Informatika) Vol. 7 No. 1, Februari 2023 ut: bps_nama_desa_kelurahan, bps_nama_kabupaten
_kota, bps_nama_kecamatan, status_kegiataan, berada pada tahapan yang berbed, berikut merupakan
tahapn klasifikasi: berada pada tahapan yang berbed, berikut merupakan
tahapn klasifikasi: karena dalam atribut tersebut akan berpengaruh
terhadap hasil akhir. 3.3. Data Mining Dalam proses data minin akan terlihat operator
apa saja yang digunakan dari awal proses hingga
mendapatkan hasil yang sesuai, dimana kali ini
operator yang digunakan yaitu: Gambar 3. Hasil Proses Select Attributes a) Read Excel b) Select Atribut c) Set Role d) Split Data e) Decision Tree f) Apply Mode g) Performance. 3.4. Evaluasi Tahapan terakhir dalam proses suatau data
mining ialah proses evaluasi atau hasil akhir dengan
menggunakan metode yang di pilih, pada proyek tugas
akhir kali ini menggunakan operator Performance
Clasification, dimana dalam operator ini akan muncul
hasil akhir dari setiap proses yang dilakukan. Berdasarkan informasi tersebut, telah diketahui
bahwa terdapat perbedaan jumlah data yang signifikan
antara jumlah data awal dan jumlah data setelah
dilakukan proses pemilihan data. Jumlah data awal
pada dataset sebelum dilakukan pemilihan data. Hasil Operator Split Data Hasil Operator Split Data Hasil Operator Split Data Hasil Operator Split Data Gambar 6. Hasil Performance (Classification) Gambar 6. Hasil Performance (Classification) Berdasarkan pada gambar 4.6, diketahui hasil
Performance Classification, di dapatkan nilai akurasi
sebesar 97.58% dari total dataset sebanyak 330 data,
dengan
klasifikasi
daerah
yang
ada
kegiatan
pembangunan dan pemeliharaan pos keamanan di
Jawa Barat sebanyak 322 daerah dan 8 daerah yang
belum melaksanakan kegiatan pembangunan dan
pemeliharaan pos keamanan Gambar 5. Proses penentuan rasio pada
operator Split Data Bedasarkan
gambar
diatas,
terdapat
perbandingan rasio dari data utuh dibagi menjadi dua
bagian, perbandingan ini bernilai 0.8 dan 0.2, data
dengan rasio 0.8 merupakan data training dan data
dengan rasio 0.2 merupakan data testing. Hasil Dari Status kegiatan pembangunan dan
pemeliharaan pos keamanan yang ada di wilayah Jawa
Barat dengan menggunakan algotirma C4.5 3. Data Mining Untuk melakukan klasifikasi, pada proyek tugas
akhir ini digunakan algoritma C4.5 Classifikasi. Dataset yang telah dilakukan proses seleksi data,
pemilihan data dan transformasi data sudah dapat
diolah pada proses data mining dengan menggunakan
algoritma C4.5 Classifikasi. Tabel 1. Hasil Proses C4.5
WALED KOTA
ADA
0.9
0.1
ADA
MEKARSARI
TIDAK
ADA
0.9
0.1
ADA
AMBIT
ADA
0.9
0.1
ADA
CIUYAH
ADA
0.9
0.1
ADA
KARANGSARI
ADA
0.9
0.1
ADA
CIKULAK KIDUL
ADA
0.9
0.1
ADA
CIKULAK
ADA
0.9
0.1
ADA
CISAAT
ADA
0.9
0.1
ADA
LEUWEUNGGAJAH
ADA
1.0
0.0
ADA
TENJOMAYA
ADA
1.0
0.0
ADA
DAMARGUNA
ADA
1.0
0.0
ADA
JATISEENG
ADA
1.0
0.0
ADA
JATISEENG KIDUL
ADA
1.0
0.0
ADA
CILEDUG KULON
ADA
1.0
0.0
ADA
CILEDUG WETAN
ADA
1.0
0.0
ADA
CILEDUG LOR
ADA
1.0
0.0
ADA
CILEDUG
TENGAH
ADA
1.0
0.0
ADA
BARISAN
ADA
0.9
0.1
ADA
LOSARI KIDUL
ADA
0.9
0.1
ADA
PANGGANGSARI
ADA
0.9
0.1
ADA
LOSARI LOR
TIDAK
ADA
0.9
0.1
ADA
MULYASARI
ADA
0.9
0.1
ADA
KALIRAHAYU
ADA
0.9
0.1
ADA
KALISARI
ADA
0.9
0.1
ADA
AMBULU
ADA
0.9
0.1
ADA
TAWANGSARI
ADA
0.9
0.1
ADA Gambar 6. Hasil operator Decision Tree Gambar 6. Hasil operator Decision Tree Bedasarkan
gambar
diatas,
pada
proses
DecisionTree ini didapatkan klasifikasi jumlah data
status kegiatan pembangunan dan pemeliharaan pos
kemanan yang ada di Jawa Barat sebagai berikut: Dari
data diatas dapat di ketahui daerah mana saja yang
sudah menerapkan kegiatan pos kemanan/siskamling
serta daerah mana yang belum optimal dalam
penerapan pos kemanan/siskamling. 2. Pemilihan Data (Data Pre-Processing) Tahap kedua adalah tahap pemilihan data, tahap
ini dilakukan dengan menggunakan operator Set Role
dan operator Split Data pada aplikasi Rapidminer. Pemilihan data dilakukan untuk memilih serta
menghapus
data
yang
tidak
relevan,
Berikut
merupakan hasil dari proses PreProcessing: Penerapan Algoritma C4,5 untuk menentukan
status kegiatan pembangunan dan pemeliharaan pos
keamanan yang ada di wilayah Jawa Barat dilakukan
menggunakan software Rapidminer. Hasil Operator Set Role Gambar 2. Proses Klasifikasi Menggunakan
Rapidminer Hasil Operator Set Role Gambar 4. Proses operator Set Role Gambar 2. Proses Klasifikasi Menggunakan
Rapidminer Gambar 4. Proses operator Set Role Pada Operator Set Role di dapatkan atribut dan
target role apa yang akan di proses pada tahapan
selanjutnya, yaitu Atribut status_kegiatan dengan
target role berbentuk label. Berdasarkan Gambar 4.1, proses klasifikasi
menggunakan beberapa operator yang terdapat pada
Rapidminer. Operator yang digunakan tersebut
memiliki fungsi serta tujuan masing-masing dan 507 JATI (Jurnal Mahasiswa Teknik Informatika) Vol. 7 No. 1, Februari 2023 Hasil Operator Split Data
Gambar 5. Proses penentuan rasio pada
operator Split Data yang telah dibuat. Tahap evaluasi menggunakan
operator Performance (Classification). yang telah dibuat. Tahap evaluasi menggunakan
operator Performance (Classification). 4. Evaluasi Bedasarkan proses yang telah di lalui, didapatkan
sebuah pohon keputusan atau data yang telah di olah
sesui dengan metedo yang diterapkan, Adapun data set Setelah mengolah data dengan menggunakan
algoritma
C4.5
Classification
pada
aplikasi
Rapidminer, tahap selanjutnya adalah evaluasi hasil 508 Vol. 7 No. 1, Februari 2023 JATI (Jurnal Mahasiswa Teknik Informatika) yang ada tidak semunya di masukan dalam laporan
tugas akhir no. 2,
p. 293,
2019,
doi:
10.31544/jtera.v4.i2.2019.293-302. no. 2,
p. 293,
2019,
doi:
10.31544/jtera.v4.i2.2019.293-302. [4] W. Guan et al., “Clinical Characteristics of
Coronavirus Disease 2019 in China,” N. Engl. J. Med., vol. 382, no. 18, pp. 1708–1720, 2020, doi:
10.1056/nejmoa2002032. 5.
KESIMPULAN DAN SARAN Dari hasil proyek akhir ini, dapat disimpulkan
bahwa untuk di wilayah Jawa Barat khususnuya
wilayah Kab/Kota Cirebon masi banyak yang belum
menerapkan program system keamanan lingkungan,
sebagai mana yang telah di anjurkan oleh Dinas
Pemberdayaan Masyrakat Dan Desa Jawa Barat, [5] S. Rahayu,
“1914-Article
Text-3776-1-10-
20210924,” vol. 5, pp. 6077–6084, 2021. [6] Muhammad Robith Adani, “Mengenal Konsep
Data Mining Beserta Contoh Implementasinya,”
Sekawanmedia.Co.Id, 2021. Hasil dari proyek akhir ini adalah menghasilkan
akurasi sebesar 97.58% dari total dataset sebanyak
330 data, dengan klasifikasi daaerah yang ada kegiata
n pembangunan dan pemeliharaan pos keamanan di
jawa
barat
sebanyak
322
daerah
daan
8
daerah yang belum melaksankan kegiatan pembangun
an dan pemeliharaan pos keamanan, [7] R. Avrizal and S. Dwiasnati, “Implementasi Data
Mining dengan Algoritma C4.5 pada Penjualan
Obat,” Format J. Ilm. Tek. Inform., vol. 8, no. 1,
p. 77,
2019,
doi:
10.22441/format.2019.v8.i1/010. [8] H. Hozairi,
A. Anwari,
and
S. Alim,
“Implementasi Orange Data Mining Untuk
Klasifikasi Kelulusan Mahasiswa Dengan Model
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A window on the deep ocean: The special value of ocean bottom pressure for monitoring the large-scale, deep-ocean circulation
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Progress in oceanography/Progress in Oceanography
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Article Published Version
Creative Commons: Attribution 4.0 (CC-BY) Published Version Hughes, C. W., Williams, J., Blaker, A., Coward, A. and
Stepanov, V. (2018) A window on the deep ocean: the special
value of ocean bottom pressure for monitoring the large-scale,
deep-ocean circulation. Progress in Oceanography, 161. pp. 19-46. ISSN 0079-6611 doi: https://doi.org/10.1016/j.pocean.2018.01.011 Available at
https://centaur.reading.ac.uk/87015/ It is advisable to refer to the publisher’s version if you intend to cite from the
work. See Guidance on citing
. Published version at: http://dx.doi.org/10.1016/j.pocean.2018.01.011
To link to this article DOI: http://dx.doi.org/10.1016/j.pocean.2018.01.011 It is advisable to refer to the publisher’s version if you intend to cite from the
work. See Guidance on citing
. Published version at: http://dx.doi.org/10.1016/j.pocean.2018.01.011
To link to this article DOI: http://dx.doi.org/10.1016/j.pocean.2018.01.011 Publisher: Elsevier All outputs in CentAUR are protected by Intellectual Property Rights law,
including copyright law. Copyright and IPR is retained by the creators or other
copyright holders. Terms and conditions for use of this material are defined in
the End User Agreement
. A B S T R A C T We show how, by focusing on bottom pressure measurements particularly on the global continental slope, it is
possible to avoid the “fog” of mesoscale variability which dominates most observables in the deep ocean. This
makes it possible to monitor those aspects of the ocean circulation which are most important for global scale
ocean variability and climate. We therefore argue that such measurements should be considered an important
future component of the Global Ocean Observing System, to complement the present open-ocean and coastal
elements. Our conclusions are founded on both theoretical arguments, and diagnostics from a fine-resolution
ocean model that has realistic amplitudes and spectra of mesoscale variability. These show that boundary
pressure variations are coherent over along-slope distances of tens of thousands of kilometres, for several vertical
modes. We illustrate the value of this in the model Atlantic, by determining the time for boundary and equatorial
waves to complete a circuit of the northern basin (115 and 205 days for the first and second vertical modes),
showing how the boundary features compare with basin-scale theoretical models, and demonstrating the ability
to monitor the meridional overturning circulation using these boundary measurements. Finally, we discuss
applicability to the real ocean and make recommendations on how to make such measurements without con-
tamination from instrumental drift. A window on the deep ocean: The special value of ocean bottom pressure for
monitoring the large-scale, deep-ocean circulation Chris W. Hughesa,b,⁎, Joanne Williamsb, Adam Blakerc, Andrew Cowardc, Vladimir a University of Liverpool, UK
b National Oceanography Centre, Liverpool, UK
c National Oceanography Centre, Southampton, UK a University of Liverpool, UK
b National Oceanography Centre, Liverpool, UK
c National Oceanography Centre, Southampton, UK Contents lists available at ScienceDirect Contents lists available at ScienceDirect ⁎ Corresponding author at: University of Liverpool, UK.
1 Now at Hydrometeorological Center of Russia, and University of Reading, UK.
E-mail address: cwh@liv.ac.uk (C.W. Hughes). Central Archive at the University of Reading
Reading’s research outputs online Progress in Oceanography 161 (2018) 19–46 E-mail address: cwh@liv.ac.uk (C.W. Hughes). https://doi.org/10.1016/j.pocean.2018.01.011
Received 18 October 2017; Received in revised form 16 January 2018; Accepted 17 January 2018
Available online 30 January 2018
0079-6611/ ©
2018 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license ⁎ Corresponding author at: University of Liverpool, UK. 1 Now at Hydrometeorological Center of Russia, and University of Re 2. Model descriptions The model diagnostics are mainly from the National Oceanography
Centre run N006 of the 1/12° global NEMO model. This is a single
integration of NEMO v3.6 encompassing years 1958–2012 (inclusive),
though it has more recently been extended to 2015. The model is forced
by the Drakkar Surface Forcing data set version 5.2, which supplies
surface air temperature, winds, humidity, surface radiative heat fluxes
and precipitation (Dussin et al., 2014; Brodeau et al., 2010). To prevent
excessive drifts in global salinity due to deficiencies in the fresh water
forcing, sea surface salinity is relaxed toward climatology with a piston
velocity of 33.33 mm day−1 psu−1. Sea ice is represented by the Lou-
vain-la-Neuve Ice Model version 2 (LIM2) sea-ice model (Timmerman
et al., 2005). Bottom topography is represented as partial steps and
bathymetry is derived from ETOPO2 (U.S. Department of Commerce,
2006). Climatological initial conditions for temperature and salinity
were taken in January from PHC2.1 (Steele et al., 2001) at high lati-
tudes, MEDATLAS (Jourdan et al., 1998) in the Mediterranean, and
Levitus et al. (1998) elsewhere. More details of the model and valida-
tion of its representation of the AMOC can be found in Moat et al. (2016). To put these numbers into context with the mesoscale variability,
Fig. 1 (top) shows the standard deviation of sea level from 20 years of
satellite altimetry (trend, annual and semiannual cycle removed). This
is deliberately plotted using a saturated colour scale, in order to show
how few regions approach variability of only a few centimetres. It is not just the amount of variability that matters, but also its
spectrum in both space and time. For the frequency spectrum, given a
certain standard deviation, it is helpful for climate monitoring if the
variability is dominated by the highest frequencies, since high fre-
quencies can be averaged out more effectively if sampling frequency is
high enough. Fig. 1 (bottom), updated from Hughes and Williams
(2010), illustrates the variability in the shape of the spectrum in a re-
latively intuitive way: it simply shows the colours which would be
perceived if the spectrum of sea level variability was translated to a
light spectrum, with periods 2–24 weeks mapped on to the visible
range, corresponding to wavelengths of 380–760 nm. 1. Introduction Progress in Oceanography 161 (2018) 19–46 to a typical requirement for local sea level which is measured in dec-
ades (Hughes and Williams, 2010). presence of complex topography. Our purpose in this paper is to illustrate the value of ocean bottom
pressure measurements, and to make the case that such measurements,
in particular regions, should be a major part of a global ocean observing
system. In the following sections, we will see that bottom pressure is
quieter than sea level, and has a “whiter” characteristic spectrum
(meaning that it will appear more blue in the spectral colour plots). We
will also find that mesoscale variability is strongly damped by steep
topography, and give a theoretical reason why that should be expected. Focusing on the steep topography of the continental slope, we will show
how this allows us to see global scale ocean processes and to access
diagnostics which test simple theoretical representations of the global
ocean circulation, particularly the AMOC. The Argo float program sampling is now sufficiently dense that a
similar noise reduction is apparent in estimates of upper ocean heat
content (Wunsch, 2016), although the sampling is significantly poorer
than altimetry, and even altimetry leaves significant room for im-
provement with the present nadir-sampling systems only measuring
thin lines along the ocean surface. These systems are providing very
important inventory information; how much water there is in the ocean
and in different density classes. What they cannot generally do is pro-
vide useful transport estimates. To the extent that the ocean is in geostrophic balance, pressure and
sea level represent naturally integrating variables, pressure difference
at a particular latitude and depth being proportional to the integrated
horizontal current perpendicular to the section. Unfortunately, to ob-
tain a useful integral it must be from boundary to boundary, otherwise
the end points are likely to be in regions of strong mesoscale variability
and the integral will still be dominated by the mesoscale (Wunsch,
2008). For sea level this is a problem because the boundaries are in
shallow water where locally-driven dynamics can dominate, as the di-
rect effect of wind stress on sea level is inversely proportional to the
depth. Viscous processes also become important in shallow water, so
geostrophic balance does not hold. Furthermore, the boundaries are the
most troublesome region for satellite altimetry. 1. Introduction Here, special measures
must be taken to apply the standard path-length corrections to alti-
metry, tidal variability is typically larger and more complicated than in
the open ocean, and temporal aliasing is more important (Vignudelli
et al., 2011). We will make these arguments based on diagnostics from a fine
resolution global ocean model. While we will only illustrate these ar-
guments with one model, we have investigated a number of different
models with a range of resolutions and architectures, and the general
findings we present are robust. Section 2 describes the model runs, and general aspects of the data
analysis, Section 3 discusses the variability and spectra of model sea
level and bottom pressure, demonstrating how different bottom pres-
sure is and describing some general features. Section 4 presents a the-
oretical argument explaining why the mesoscale signal is so strongly
suppressed in bottom pressure, particularly over steep topography. Section 5 focuses on the Atlantic continental slope, illustrating the
striking coherence of dynamical signals over large distances, and
making some links to theoretical ideas and simple models, particularly
in the context of the AMOC. Finally, in Section 6 we discuss how this
can be applied in the real ocean, highlighting the capabilities and de-
ficiencies of present technology and some possibilities for the future. To give an idea of the size of the signals we are interested in, a good
rule of thumb is that, at mid-latitudes where the Coriolis parameter f is
about
−
10 4 s−1, a sea level difference of 1 cm (or a pressure difference of
1 mbar = 1 hPa) reflects a transport of 1 Sv (Sv stands for sverdrup, a
unit of 106 m3 s−1), on the assumption that the associated geostrophic
flow penetrates to 1000 m depth. This is the transport associated with
about a 5% change in the Atlantic meridional overturning circulation
(AMOC), for example, and is the size of change we might aspire to
monitor if changes in global ocean circulation are considered. 1. Introduction measurements are one such variable, but can be difficult to interpret
because the integral involves the entire Earth system, not just the
ocean. Somewhat more focused is the Earth’s gravity field as measured
by the GRACE satellite mission. This has provided extremely valuable
information about variations in total ocean mass and the sources of
water responsible for these changes (Dieng et al., 2015) and is a crucial
element of the ocean and Earth observation system, although it does
suffer from some of the same ambiguities as Earth rotation, the influ-
ence on long time scales of long term plastic deformation of the earth,
particularly with respect to the pole tide, remains contentious (Wahr
et al., 2015), and it is limited to providing relatively coarse resolution
information on ocean bottom pressure variations. In monitoring the global ocean circulation we are faced with a
major challenge in the form of the wide disparity in length scales in-
volved. A recent review (Wunsch, 2016) highlighted how this challenge
limits what can be said about large-scale, integral properties of the
ocean. In essence, the issue is that ocean currents are dominated by
mesoscale variability (Ferrari and Wunsch, 2009), with natural length
scales of order 10–100 km, so that any one in situ measurement is only
representative of a very small region of the ocean. Quantification of
mapping accuracy requires a knowledge of the frequency-wavenumber
spectrum of ocean variability. To this end, Wortham and Wunsch
(2014) have made an effort to characterise this spectrum as seen in the
primary physical variables of pressure (and sea level), velocity and
density (or temperature and salinity). Their spectrum varies regionally,
and most of this variation is designed to reflect the varying character-
istics of mesoscale eddies around the world. A second way to obtain large-scale information is to have good
sampling over the entire ocean. In this respect, satellite altimetry is a
particularly powerful system, with sufficient sampling to average out
most of the mesoscale variability. Once the trend and seasonal cycle has
been removed, the measured variability in global mean sea level has a
standard deviation of only 2.5 mm, a level of noise which allows for
detection of a trend of 1 mm yr−1 from only 2 years of data, compared One method of obtaining large-scale information is to use a variable
which
intrinsically
integrates
some
property. Earth
rotation C.W. Hughes et al. 2. Model descriptions There is no atmospheric pressure forcing, so the sea level can be
considered to be equivalent to the inverse barometer-corrected dynamic
topography provided in the satellite data. The output data are averaged
over 5-day periods which start at the beginning of each year, giving
×
73
5-day means per year (the last day of leap years is thus not saved). The model is volume conserving (Boussinesq), so we calculate bottom
pressure from sea level (multiplied by acceleration due to gravity and
surface density) plus an integral of gravity times density using hydro-
static balance exactly as implemented in the model, then subtract off
the global area-averaged pressure at each time to enforce mass con-
servation. The corresponding adjustment to global area-averaged sea
level was also made, as described by Greatbatch (1994). More detailed explanation of these colour plots and their scale bars
is given in the appendix, but they should not be interpreted in a very
quantitative way. For present purposes, the value of these colour
spectrum plots is as a qualitative condensation of a combination of
information about amplitude of variability (brightness) and spectral
shape (colour), which we can also exploit when looking at model di-
agnostics. Blue colours tend to represent relatively higher variability at
high frequencies, and similar colours are often representative of similar
processes, but more detailed analysis is needed to confirm this. We will
not attempt similar diagnostics for the spatial spectrum because, as we
will find, bottom pressure is strongly influenced by topography, so the
along-slope and across-slope variations can be very different, something
which is difficult to account for with wavenumber spectra in the The nominal 1/12° resolution is on the tripolar ORCA12 grid, which
is regular in longitude south of 20°N, with Mercator latitude spacing 20 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. k
id
ll
I
h
h
h
i
h
h
id
i d 1959
2012 i
l
i
f
b
i
f
. 1. Sea level variability from satellite altimetry, after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation over 22 years, 1993–2014 inclusiv
a saturated scale, and (bottom) the spectrum of variability (from 1024 weeks from 1993 to mid-2012) as described in the text, the appendix, and in Hughes and Williams (2010 Fig. 1. 3. Spectral analyses In the case of the Arctic, the
colour is the blue which we will usually come to associate with wind
stress forcing, and the entire deep Arctic basin has extremely well
correlated variability (not shown), consistent with the barotropic mode
first noted by Hughes and Stepanov (2004) and nicely elucidated by
Fukumori et al. (2015). The Mediterranean is similar, though a differ-
ence in character between the eastern and western basins is apparent. The well-known regions of high barotropic variability in the subpolar
North Pacific, the south east Pacific and Indian Ocean sectors of the
Southern Ocean (Chao and Fu, 1995; Fu and Davidson, 1995) show up
clearly. In the Argentine Basin, the range of colours is indicative of the
complex interplay of mesoscale eddies and barotropic basin modes
which is known to occur here (Fu et al., 2001; Weijer et al., 2007;
Hughes et al., 2007; Fu, 2007). Perhaps the most obvious feature,
though, is in the Caribbean Sea, which shows up as bright red in the
spectral colour plot. It was this feature of the spectrum, repeated across
a wide range of ocean models, which led to the discovery of the Rossby
whistle: a 120-day baroclinic basin mode in the region, excited by
baroclinic instability of the Caribbean Current (Hughes et al., 2016). This clear, coherent mode dominates the regional bottom pressure,
despite having a standard deviation of less than 2 mbar. The spectrum plots in Figs. 1 and 2 focus on timescales associated
with mesoscale variability, which is appropriate as that is the main
source of “noise” with respect to our aim of measuring large-scale
variability. As noted by Hughes and Williams (2010), we see that in
many regions the coastal and shelf sea variability has a blue tinge in the
spectrum, and is separated by a region of lower variability near the top
of the continental slope from a differently-coloured spectrum of high
variability offshore. This is particularly apparent at mid to high lati-
tudes near the western boundary of the North and South Atlantic, but
also occurs elsewhere (as many of the features described in this section
are at quite small scales, we recommend that the reader uses the elec-
tronic version of this paper to zoom in on the regions being discussed). As a reminder, blue represents spectral slopes significantly shallower
than
−
f
2, so “white noise” would appear intensely blue. 2. Model descriptions for example the plume of high variability stretching to the west and
steadily north from the tip of South Africa in the model which suggests
a too-regular path of Agulhas rings penetrating into the South Atlantic. However, overall, the similarity in both amplitude and spectral shape
(colour) is sufficient to give us confidence that the model can be used to
investigate the influence of mesoscale variability on observation of
large-scale processes. factor
=
β
0.12 as described in that paper (this is of importance mainly
for the variability at periods of a few days or less, including the tides). It
is forced using 6-hourly atmospheric pressure and wind stress from the
ERA-40 reanalysis (Uppala et al., 2005) as well as 17 components of
diurnal and semidiurnal tidal forcing. For present purposes, tides are
removed by filtering before forming 5-day means. We use a time series
of 1080 5-day means, which covers approximately 14.8 years. Ideally we would have a single-layer model with exactly the same
configuration and forcing as the NEMO run, but this is not available. However, there are some advantages to using AGBOM, as it fills in some
missing physics such as tides and the response to varying air pressure,
which are absent from the NEMO run. As we will see, the AGBOM re-
sults do appear consistent with NEMO in the relevant frequency ranges,
which testifies to the robustness of the barotropic modelling, since the
model configurations and discretisations are quite different. We expect
the main influence of atmospheric pressure variability on bottom
pressure to be seen on time scales shorter than a month (Stepanov and
Hughes, 2006), and this expectation is consistent with the spectra we
present in the next section. For comparison, Fig. 3 repeats these sea level diagnostics for ocean
bottom pressure. We report bottom pressure in mbar, equivalent to hPa. Applying hydrostatic balance as a scaling factor, 1 mbar pressure is
equivalent to approximately 1 cm of sea level (the scaling can vary by
about 2–3% depending on the local water density and gravity used). Note that, for standard deviation, the colour scale amplitude has been
halved compared to the sea level plots, but still the area occupied by
saturated scale values has markedly reduced. Similarly, for the spectral
colour, the brightness of the plot is exaggerated compared to Fig. 3. Spectral analyses In this section we start by examining and discussing global maps
related to the amplitude and spectra of sea level variability, showing
how it is partitioned into signals related to steric and mass (bottom
pressure) variability. We discuss the known forms of variability, and
draw attention to the relative quietness of bottom pressure, especially
along the continental slope. We then present more detailed spectral
analyses, averaged over different regions chosen based on what we
have learned from the maps. These highlight the fact that the part of the
spectrum which represents mesoscale variability is much weaker in
bottom pressure than in sea level, especially on the steep continental
slopes. Here, we focus particularly on the spatial distribution of the varia-
bility and its spectrum. In addition to the tropics, we see a very quiet
region along the eastern boundary continental slope. Compared to sea
level (Figs. 1 and 2) we see an even more marked and, especially in the
Atlantic, a broader minimum in bottom pressure variability along the
western boundary continental slope. The spectrum is generally less
“red” than sea level (hence the overall blue colour), with the exception
of regions of intense eddy activity where the eddy variability also
dominates bottom pressure. Fig. 2 shows the same diagnostics, standard deviation and spectrum
of sea level, from the NEMO model as were shown from altimetry in
Fig. 1. It is immediately clear that the model is performing well in re-
producing much of the variability of the real ocean, not just in ampli-
tude but also in spectral characteristics. The two figures are not pre-
cisely comparable, being based on different lengths of time series, with
different temporal sampling (5-day means for the model, nominal 20-
day low-pass filter for altimetry) and different spatial filtering (de-
termined by resolution and parameterised friction in the model, and by
a compromise between satellite track spacing, observed scales of
variability, instrumental noise and high frequency ocean processes for
the altimetry). Nonetheless, many features of the observations are re-
produced in the model at very similar amplitudes. p
Several features stand out in the bottom pressure variability. There
is often evidence of strong topographic influence, even in regions where
the colour of the spectrum suggests a mesoscale influence, with entire
sub-basins having a rather constant colour. 2. Model descriptions Sea level variability from satellite altimetry, after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation over 22 years, 1993–2014 inclusiv
on a saturated scale, and (bottom) the spectrum of variability (from 1024 weeks from 1993 to mid-2012) as described in the text, the appendix, and in Hughes and Williams (2010 Fig. 1. Sea level variability from satellite altimetry, after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation over 22 years, 1993–2014 inclusive,
on a saturated scale, and (bottom) the spectrum of variability (from 1024 weeks from 1993 to mid-2012) as described in the text, the appendix, and in Hughes and Williams (2010). Fig. 1. Sea level variability from satellite altimetry, after subtraction of a linear trend, annual and semiannual cycle, showing (top) standar
on a saturated scale, and (bottom) the spectrum of variability (from 1024 weeks from 1993 to mid-2012) as described in the text, the a chosen to make square grid cells. In the northern hemisphere, the grid
distorts to avoid producing a pole in the Arctic Ocean, instead having
two poles over land. Over ocean points, the linear resolution (square
root of grid cell area) thus varies between 9.27 km at the equator,
2.09 km at 77°S (the southernmost point), and 1.75 km in the Canadian
Arctic. period 1959 to 2012 inclusive, after subtraction of a mean, annual
cycle, semiannual cycle and linear trend, determined by simultaneous
least squares fitting. The exception is the spectral colour plots, which
use a period from 1980 to January 2008 (this gives a time series length
of 2048 values, representing 28 years and 20 days). In addition to the NEMO data, we also show some diagnostics from
the Advanced Global Barotropic Ocean Model (AGBOM). This is a
global ocean model with constant water density, at 0.25° resolution,
based on that described in Stepanov and Hughes (2004). It uses a simple
parameterisation of self-attraction and loading with a proportionality Preliminary analyses showed that annual and semiannual signals
frequently show clearly above the background spectrum, but higher
harmonics generally do not, though they can with sufficient averaging
of spectra. Most of the diagnostics presented here are from the 54-year 21 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. 2. Model descriptions 2; the
effect is equivalent to multiplying the spectral power by a factor of 10
(i.e. the time series are multiplied by
10 before calculating the col-
ours), which is why the Arctic and Southern Ocean, among other re-
gions, are so much brighter than in the sea level spectrum shown in
Fig. 2. The quieter nature of bottom pressure has been noted before, in
both coarse resolution (Vinogradova et al., 2007) and eddying models
(Bingham and Hughes, 2008a), and the remarkably quiet nature of
much of the tropics has led to ocean bottom pressure measurements
being used to determine the annual cycle of mass exchange between
ocean and land (Hughes et al., 2012; Williams et al., 2014; Hsu and
Velicogna, 2017). 3. Spectral analyses We interpret
this blue colour on the shelf as the result of the strong influence of wind
stress forcing in this region. The minimum of variability near the top of
the continental slope is also visible in the standard deviation. This drop-
offin eddy amplitude near the western boundary is referred to by Zhai
et al. (2010) as the “eddy graveyard”. We have interpreted much of the bottom pressure variability in
terms of barotropic modes, but it is not clear that bottom pressure has to
be dominated by barotropic dynamics (by which we mean dynamics
associated with depth-independent pressure variations). Baroclinic
modes also have a bottom pressure signature, especially over weakly
sloping topography and close to the equator. In addition, topography There are some clear differences between model and observations, 22 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. uses mode coupling between barotropic and baroclinic modes, so that
arotropic signals in bottom pressure can be the result of baroclinic
ocesses, as in the Caribbean Sea mode. Such mode coupling can also
region thus represent a combination of baroclinic signals and barotropi
signals induced by the baroclinic variability. A simple example of such mode coupling is a baroclinic equatoria
g. 2. Sea level variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation on
urated scale, and (bottom) the spectrum of variability from a 28-year subset starting in 1980, as described in the text, the appendix, and in Hughes and Williams (2010). Fig. 2. Sea level variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation on
saturated scale, and (bottom) the spectrum of variability from a 28-year subset starting in 1980, as described in the text, the appendix, and in Hughes and Williams (2010). Fig. 2. Sea level variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation on a
saturated scale, and (bottom) the spectrum of variability from a 28-year subset starting in 1980, as described in the text, the appendix, and in Hughes and Williams (2010). Fig. 2. 3. Spectral analyses 4,
integral, must tend to zero, meaning density changes do not sig
nificantly disrupt the relationship between sea level and bottom pres
g. 3. Bottom pressure variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation
a saturated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980, shown brighter than the equivalent sea level spectrum (power increased by a factor o
). W. Hughes et al. Progress in Oceanography 161 (2018) 19–4 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 3. Bottom pressure variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviat
on a saturated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980, shown brighter than the equivalent sea level spectrum (power increased by a facto
10). Fig. 3. Bottom pressure variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation
on a saturated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980, shown brighter than the equivalent sea level spectrum (power increased by a factor of
10). Fig. 3. Bottom pressure variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semi
on a saturated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980, shown brighter than the equivalent se
10). integral, must tend to zero, meaning density changes do not sig-
nificantly disrupt the relationship between sea level and bottom pres-
sure. component, cause a coastal signal which is seen in bottom pressure but
not in steric sea level variability. The latter point is confirmed in Fig. 4,
which shows the variability and spectral colour of the steric component
of sea level variability (i.e. the part that is attributable to water column
density changes rather than bottom pressure changes). The low varia-
bility around coasts and most shelf sea regions confirms that the
variability here is predominantly barotropic, with sea level and bottom
pressure varying in step as they would in a homogeneous ocean. 3. Spectral analyses Sea level variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannu
saturated scale, and (bottom) the spectrum of variability from a 28-year subset starting in 1980, as described in the text, the appendix region thus represent a combination of baroclinic signals and barotropic
signals induced by the baroclinic variability. causes mode coupling between barotropic and baroclinic modes, so that
barotropic signals in bottom pressure can be the result of baroclinic
processes, as in the Caribbean Sea mode. Such mode coupling can also
result from nonlinear dynamics. The intense blue bands in the spectrum
of sea level either side of the Pacific equator (Figs. 1 and 2) are asso-
ciated with Tropical Instability Waves (Legeckis, 1977). Farrar (2011)
has recently shown how these waves, which have periods of about
30 days, can radiate beyond the permitted latitude range for baroclinic
Rossby waves of that period by partially converting to barotropic
waves. The interesting colours in the bottom pressure spectrum in this causes mode coupling between barotropic and baroclinic modes, so that
barotropic signals in bottom pressure can be the result of baroclinic
processes, as in the Caribbean Sea mode. Such mode coupling can also
result from nonlinear dynamics. The intense blue bands in the spectrum
of sea level either side of the Pacific equator (Figs. 1 and 2) are asso-
ciated with Tropical Instability Waves (Legeckis, 1977). Farrar (2011)
has recently shown how these waves, which have periods of about
30 days, can radiate beyond the permitted latitude range for baroclinic
Rossby waves of that period by partially converting to barotropic
waves. The interesting colours in the bottom pressure spectrum in this A simple example of such mode coupling is a baroclinic equatorial
Kelvin wave which, when it reaches the eastern boundary, will still
cause a coastal sea level change despite the water depth becoming too
shallow for this to be a baroclinic mode (i.e. shallower than the ther-
mocline depth). This may be what we are seeing on the Atlantic coast of
Africa, where the coastal bottom pressure variability has a pink hue in
the spectral colour plot. Baroclinic processes, such as the Kelvin wave
and associated coastal-trapped waves which may have a baroclinic 23 mponent, cause a coastal signal which is seen in bottom pressure but
t in steric sea level variability. The latter point is confirmed in Fig. 3. Spectral analyses In the
limit of zero depth this is inevitable, as the steric signal, being a depth In comparison with Fig. 2, Fig. 4 shows that most of the blue-purple
“haze” visible in the sea level spectral colour originates from the bottom
pressure variability, and steric variability produces a sharper-looking
plot. We can also see how, for example over many small islands and
seamounts in the Indian and Pacific ocean, the sea level spectrum is
continuous from deep to shallow water, but the partitioning of 24 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. ariability shifts sharply from being dominated by steric variations in
e deep water to bottom pressure variations in shallow water. It seems
at such small topographic features offer little dynamical obstacle to
e propagation of open-ocean sea level signals to the coast, despite the
witch between steric and bottom pressure-related sea level change. In
ct, Williams and Hughes (2013) showed (in a different high-resolution
odel) that the relationship between small-island sea level and sur-
unding open ocean sea level is practically unaffected by the existence
the island topography, for 5-day mean values. From a single model run mode coupling and nonlinear processes
mean that it is impossible to determine which variability is the result o
purely barotropic processes. In Fig. 5, we show the variability of invers
barometer-corrected sea level (or bottom pressure, which is equivalen
in this model) from the AGBOM model. Since this model has constan
density, all processes in the model are due to barotropic dynamics. Th
spectral colour is almost everywhere blue to purple, supporting the ide
that much of the bottom pressure variability, particularly at high lat
tudes and in broad shelf seas, is the result of purely barotropic pro
cesses. In contrast most of the more colourful features in Fig 3 are absen
g. 4. Steric variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation on
urated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980. Fig. 4. Steric variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation on
saturated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980. Fig. 4. 3. Spectral analyses Steric variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing (top) standard deviation on a
saturated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980. Fig. 4. Steric variability from 54 years of ocean model data (5-day means), after subtraction of a linear trend, annual and semiannua
saturated scale, and (bottom) the spectrum of variability from a 28 year subset starting in 1980. variability shifts sharply from being dominated by steric variations in
the deep water to bottom pressure variations in shallow water. It seems
that such small topographic features offer little dynamical obstacle to
the propagation of open-ocean sea level signals to the coast, despite the
switch between steric and bottom pressure-related sea level change. In
fact, Williams and Hughes (2013) showed (in a different high-resolution
model) that the relationship between small-island sea level and sur-
rounding open ocean sea level is practically unaffected by the existence
of the island topography, for 5-day mean values. mean that it is impossible to determine which variability is the result of
purely barotropic processes. In Fig. 5, we show the variability of inverse
barometer-corrected sea level (or bottom pressure, which is equivalent
in this model) from the AGBOM model. Since this model has constant
density, all processes in the model are due to barotropic dynamics. The
spectral colour is almost everywhere blue to purple, supporting the idea
that much of the bottom pressure variability, particularly at high lati-
tudes and in broad shelf seas, is the result of purely barotropic pro-
cesses. In contrast, most of the more colourful features in Fig. 3 are absent From a single model run, mode coupling and nonlinear processes 25 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. om Fig. 5, strongly suggesting that these features are the result, either
rectly or indirectly, of baroclinic processes. This includes the deep-
ater tropics, and most of the eastern boundary regions. It is striking
ow the low variability region in the barotropic model extends right
ound the continental slope of the North Pacific. This is not so dramatic
the North Atlantic where even barotropic variability is significant in
he western basins. Though this variability is generally smaller than
ther the steric variability seen in Fig. 3. Spectral analyses 4, or the total bottom pressure
i bilit
i
Fi
3 it i
bl
i
it d
t
th
t t l b tt
suggesting that purely barotropic processes are a significant fraction o
the total in this region. Putting these diagnostics together we see that pure barotropi
variability accounts for much of the blue-white “wash” seen in the se
level variability in Figs. 1 and 2, and especially on broad shelf seas
though much of the shelf sea variability on narrower shelves and clos
to the shelf break is, though locally barotropic, induced by baroclini
processes. The blue-white “wash” is removed when focusing on steri
l
l
h
i
Fi
4 R
b
i
l
f th
b
g. 5. Sea level or bottom pressure variability from 15 years of barotropic ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showin
op) standard deviation on a saturated scale, and (bottom) the spectrum of variability, shown brighter than the equivalent sea level spectrum (power increased by a factor of 10). W. Hughes et al. Progress in Oceanography 161 (2018) 194 ig. 5. Sea level or bottom pressure variability from 15 years of barotropic ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showi
top) standard deviation on a saturated scale, and (bottom) the spectrum of variability, shown brighter than the equivalent sea level spectrum (power increased by a factor of 10). Fig. 5. Sea level or bottom pressure variability from 15 years of barotropic ocean model data (5-day means), after subtraction of a linear trend, annual and semiannual cycle, showing
(top) standard deviation on a saturated scale, and (bottom) the spectrum of variability, shown brighter than the equivalent sea level spectrum (power increased by a factor of 10). Fig. 5. Sea level or bottom pressure variability from 15 years of barotropic ocean model data (5-day means), after subtraction of a linea
(top) standard deviation on a saturated scale, and (bottom) the spectrum of variability, shown brighter than the equivalent sea level sp suggesting that purely barotropic processes are a significant fraction of
the total in this region. from Fig. 5, strongly suggesting that these features are the result, either
directly or indirectly, of baroclinic processes. This includes the deep-
water tropics, and most of the eastern boundary regions. 3. Spectral analyses While the spectral colour maps are a useful qualitative indicator of
the dynamics, they do not provide good quantitative information, and
are limited to representing a particular subset of the frequencies which
can be resolved. To address this issue, we use the maps to guide us in
choice of regions to average over, in order to investigate the spectral
shapes and amplitudes in more detail. The most obvious geographical
division, in the deep ocean at least, is latitude, so in Fig. 6 we show
power spectra averaged over the deep ocean in latitude bands, with a
secondary partitioning based on how energetic the steric sea level
variability is (as an attempt to isolate the influence of nonlinear me-
soscale eddy variability). We define “quiet” as regions where the
standard deviation of steric sea level variability is less than 6 cm, and
“energetic” as where it is greater than 9 cm. It is also worth remarking that, at periods longer than 10 years, the
NEMO bottom pressure spectra start to slope up again. Given that this is
not the case for wind stresses (not shown), and that barotropic pro-
cesses have no memory on timescales longer than a few months, we
would not expect this to be the case in AGBOM, though the time series
is too short to confirm this. This decadal-to-multidecadal bottom pres-
sure variability may be related to climate-scale ocean dynamics, or to
baroclinic ocean model adjustment processes. Since we have identified the continental slope as an important re-
gion, Fig. 7 shows the spectra averaged over different regions defined
by topography. Here, shallow means all regions shallower than 200 m,
and deep means regions deeper than 3200 m as before. For the range of
depths in between, however, we only include points which are on the
global continental slope, excluding seamounts and isolated islands. This
region is defined by starting at a latitude on the Atlantic coast of the
USA where the continental slope happens to be monotonic, and fol-
lowing depth contours from this section until they close after passing
round Europe, Africa, Asia and the Americas. Some deep contours also
pass round Australia and New Zealand, and some shallow contours
enter and pass round the Arctic and Mediterranean (more detail in the
Atlantic is given later in this paper, including a map of the Atlantic part
of the continental slope, Fig. 8). 3. Spectral analyses The definition of the continental slope
is thus limited to very long contours in the depth range 200–3200 m. Fig. 6 contains a lot of information. Focusing first on sea level (red)
at latitudes equatorward of 30°, we see that the spectrum is divided into
two regions with a very clear breakpoint. The higher frequency part of
the spectrum is often a very straight line, indicating a power law. However, the gradient of the line varies, between almost −4 at the
lowest latitudes to about −3 at 15–30°, and becomes shallower still at
higher latitudes. As noted above, the annual cycle and its harmonics are
very clear with such averaging, with harmonics as high as 5 cycles per
year being clearly visible in some cases. As we move to higher latitudes, a difference between the quiet and
energetic regions becomes more apparent. In the quiet regions, the
breakpoint in the spectrum is still visible out to latitudes of 45–60°, but
in the energetic regions it becomes more of a smooth, rounded transi-
tion rather than a breakpoint. This suggests that the rounded spectrum
is indicative of the more nonlinear processes in the higher latitude
energetic regions, whereas the breakpoint is related to more linear
processes. Although not especially energetic in terms of sea level, the shallow
region is the most energetic in bottom pressure. Because the definition
of “energetic” is based on steric sea level, and steric signals are small in
shallow water, there are no points which are both energetic and
shallow. As expected, the shallow signals are dominated by bottom
pressure, but at the lower frequencies a large fraction of this represents
a locally barotropic signal which is induced by baroclinic variability, as
it is absent in the purely barotropic AGBOM. Finally, at the highest latitudes, the breakpoint is lost and, parti-
cularly in the Arctic, the spectrum becomes much more noisy. This is
informative in itself. The spectra are formed by area-weighted aver-
aging of the modulus-squared fourier transforms of the time series from
each grid point in each region. For a single gridpoint, this would pro-
duce a very noisy spectrum, but for multiple gridpoints the different
realisations of time series with the same (or similar) underlying spec-
trum, but different phasing of the components, averages out that noise. 3. Spectral analyses amplitude of this mesoscale variability and barotropic shelf sea varia-
bility means that, without spatial averaging, sea level is a poor monitor
of large-scale ocean circulation except perhaps in a few very quiet re-
gions near eastern boundaries and near the poles. g
Bottom pressure can be significantly quieter than sea level. Even in
bottom pressure the mesoscale variability is too large for climatological
monitoring in many regions, especially in the western basins. We have
seen that steep topography alone is not sufficient to suppress such
variability, as the sea level variability over many small tropical islands
and shallow seamounts is almost the same as in nearby deep water. The
continental slope, however, is both steep and long. These are the
characteristics needed to suppress mesoscale variability, as we will
discuss in the next section. The result is illustrated in Fig. 3, which
shows strong suppression of variability over the continental slope. Combined with Fig. 5, which suggests that a significant fraction of even
the small variability seen over these regions results from (presumably
large-scale) barotropic processes, this suggests that bottom pressure on
the continental slope is the most promising variable to monitor in order
to measure large-scale, climatological changes in the ocean circulation. Turning now to the other curves in Fig. 6, blue shows NEMO bottom
pressure, and black shows the AGBOM sea level or bottom pressure. We
see that bottom pressure is much quieter than sea level at low fre-
quencies, but approaches sea level at high frequencies where barotropic
processes become dominant. In fact, the barotropic model spectra are
often more energetic than the NEMO bottom pressure spectra at the
very highest frequencies (periods shorter than about two weeks), a fact
which may be attributable to the effect of atmospheric pressure forcing
(compare Stepanov and Hughes (2006), who find that the inverse
barometer correction ceases to be a good approximation at these
timescales on a basin scale). Otherwise, the AGBOM and NEMO bottom
pressure spectra tend to be very similar in quiet regions. In the more
energetic regions, however, the difference between NEMO and AGBOM
bottom pressure spectra tends to have a shape reflecting the sea level
spectra, suggesting that bottom pressure is being influenced by the
energetic mesoscale variability as we deduced from the spectral colour
maps. 3. Spectral analyses It is striking
how the low variability region in the barotropic model extends right
round the continental slope of the North Pacific. This is not so dramatic
in the North Atlantic where even barotropic variability is significant in
the western basins. Though this variability is generally smaller than
either the steric variability seen in Fig. 4, or the total bottom pressure
variability in Fig. 3, it is comparable in magnitude to the total bottom
pressure
variability
on
much
of the
western continental
slope, from Fig. 5, strongly suggesting that these features are the result, either
directly or indirectly, of baroclinic processes. This includes the deep-
water tropics, and most of the eastern boundary regions. It is striking
how the low variability region in the barotropic model extends right
round the continental slope of the North Pacific. This is not so dramatic
in the North Atlantic where even barotropic variability is significant in
the western basins. Though this variability is generally smaller than
either the steric variability seen in Fig. 4, or the total bottom pressure
variability in Fig. 3, it is comparable in magnitude to the total bottom
pressure
variability
on
much
of the
western continental
slope, Putting these diagnostics together we see that pure barotropic
variability accounts for much of the blue-white “wash” seen in the sea
level variability in Figs. 1 and 2, and especially on broad shelf seas,
though much of the shelf sea variability on narrower shelves and close
to the shelf break is, though locally barotropic, induced by baroclinic
processes. The blue-white “wash” is removed when focusing on steric
sea level, as shown in Fig. 4. Remembering our rule of thumb sug-
gesting we want to measure large-scale signals of order 1 cm, the large 26 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. waves are limited to frequencies below a strongly latitude dependent
cutofffrequency. This frequency is given by
=
f
π βR
2 /
1, where R1 is the
baroclinic Rossby radius and β is the meridional gradient of the Coriolis
parameter. The green boxes in Fig. 6 show the range of this cutoff
frequency for each latitude range, based on zonally averaged values of
the Rossby radius taken from Chelton et al. (1998). Where a clear
breakpoint is visible, it does indeed lie in this band. 3. Spectral analyses However, in the Arctic, the time series are all strongly correlated, so
there are no different realisations, and no averaging effect is found. The
noisiness of the spectra is an indication of the number of spatial degrees
of freedom in the variability, so large-scale processes (or small regions)
will result in noisier spectra. We see this effect at the high frequency
end of many of the curves, where large-scale barotropic processes be-
come dominant. In the deep ocean we see a pattern consistent with Fig. 6. The pure
barotropic AGBOM spectrum is indifferent to whether or not there is
energetic steric variability, but some fraction of the steric variability is
seen in the NEMO bottom pressure, lifting the spectrum above the
barotropic spectrum in energetic regions, but much less so in quiet
regions. Over the continental slope, a more interesting result arises. Here,
the NEMO bottom pressure is comparable to that in quiet deep ocean
regions, whatever the local steric variability. Particularly at frequencies
above about 0.3 cycles per year (periods shorter than about 3 years)
bottom pressure on the slope does not seem to be significantly Lin et al. (2008) and Hughes and Williams (2010) attributed the
breakpoints to Rossby wave processes. In linear dynamics, Rossby 27 6. Spectra of NEMO sea level (red), NEMO bottom pressure (blue) and barotropic model sea level (black) averaged over the deep ocean (depth > 3200 m) in latitude ban
ctra are further divided according to the amplitude of steric sea level variability in NEMO, with “quiet’ defined as less than 6 cm standard deviation, and “energetic” as more tha
dard deviation. Green bars mark the range of linear baroclinic cut-offfrequencies for each latitude range. Some representative power laws are shown in the bottom left plo
rpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
W. Hughes et al. Progress in Oceanography 161 (2018) Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 6. Spectra of NEMO sea level (red), NEMO bottom pressure (blue) and barotropic model sea level (black) averaged over the deep ocean (depth > 3200 m) in latitude bands. The
spectra are further divided according to the amplitude of steric sea level variability in NEMO, with “quiet’ defined as less than 6 cm standard deviation, and “energetic” as more than 9 cm
standard deviation. 3. Spectral analyses Green bars mark the range of linear baroclinic cut-offfrequencies for each latitude range. Some representative power laws are shown in the bottom left plot. (For
interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.) 28 g. 7. Spectra of NEMO sea level (red), NEMO bottom pressure (blue) and barotropic model sea level (black) averaged over the ocean in regions defined by topography. Shallow is
ions shallower than 200 m, deep is all regions deeper than 3200 m, and in between is the continental slope (see text for a more detailed definition). The top and bottom rows sho
ctra further divided according to the amplitude of steric sea level variability in NEMO, with definitions as in Fig. 6. The green box simply provides a constant reference level f
mparison. Some representative power laws are shown in the top left plot. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version
s article.)
W. Hughes et al. Progress in Oceanography 161 (2018) 19– Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 7. Spectra of NEMO sea level (red), NEMO bottom pressure (blue) and barotropic model sea level (black) averaged over the ocean in regions defined by topography. Shallow is all
regions shallower than 200 m, deep is all regions deeper than 3200 m, and in between is the continental slope (see text for a more detailed definition). The top and bottom rows show
spectra further divided according to the amplitude of steric sea level variability in NEMO, with definitions as in Fig. 6. The green box simply provides a constant reference level for
comparison. Some representative power laws are shown in the top left plot. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of
this article.) wb is vertical velocity at the bottom, and H is ocean depth, with the sea
floor at
= −
z
H. If f is the Coriolis parameter ( =
f
ϕ
2Ωsin
where Ω is
the Earth’s angular rotation rate and ϕ is latitude), p is pressure, and
̂k
is the upward unit vector, we can use geostrophic balance
̂
=
× ∇
v
k
ρf
p
to substitute for vb in terms of pressure. 3. Spectral analyses Writing this in a coordinate
system in which x is measured along the direction of the depth gradient
(positive towards deep water) and y is along the depth contour, we
obtain contaminated by effects associated with local steric variability, al-
though there is significant variability above the purely barotropic dy-
namics in AGBOM. This suggests that, on the continental slope, we have
a window into processes beyond the purely barotropic or purely me-
soscale. It is worth noting that even the purely barotropic processes
(black) are less energetic over the slope than either the deep or shallow
ocean. We will investigate this in more detail following a discussion of the
theory, but we conclude this section by noting the clear message of
these diagnostics. Although mesoscale variability may dominate pres-
sures, currents and sea level in the ocean interior, a quite different
spectrum is apparent in bottom pressure in many regions, and espe-
cially on the continental slope. Bottom pressure is a special variable
which gives access to different processes in different frequency ranges
than those accessible by other physical ocean variables. This opens up
particular opportunities for ocean monitoring. = −
∂
∂
=
∂
∂
∂
∂
w
u
H
x
ρf
p
y
H
x
1
,
b
b
b
(1) (1) which leads to the scaling which leads to the scaling ∼
w
u S,
b
b
(2) (2) ∼
w
u S,
b
b where S is the bottom slope, and ub is the bottom horizontal flow to-
ward deeper water, related to the along-slope gradient of bottom
pressure. A second scaling for wb can be obtained from the vorticity equation. Consider the inviscid equation of motion, with Boussinesq and “con-
ventional” approximations: 4. Theory of mesoscale suppression on the continental slope If we take
̂ ∇×
k·
of (3) we obtain the vertical vorticity equation: (6) ̂
∇
+
= ∇
+
v
k
ω
f
ζ
w f
·
(
)
·[
(
)],
(4) ̂
+
∇
+
= ∇
+
v
k
ω
ζ
f
ζ
w f
·
(
)
·[
(
)],
t
(4) (4) where the terms on the right hand side derive from the time depen-
dence,
∇
v
f
·
, and
∇
v
ζ
·
terms respectively in (4). Here, R is the Earth’s
radius (arising from
=
f β
R
ϕ
/
tan , approximated as R for mid-latitude
regions). where ζ is the vertical component of vorticity ω. Taking representative
horizontal velocity to be U, horizontal eddy length scale L, vertical
length scale H and time scale T, this allows us to derive a scaling for wb. First, we note that ω f/
scales as the Rossby number
= U fL
Ro
/
, so that,
dimensionally,
̂
̂
+
∼
±
k
ω
k
f
f (1
Ro). After an integral from top to
bottom, the right hand side of (4) becomes
−
±
f w
w
(
)(1
Ro)
a
b
, where wa
is vertical velocity at the surface, which can be taken as zero for the
mesoscale (the Ekman pumping velocity is much smaller than other
vertical velocities in this scaling). Dimensionally, introducing a factor H
on the left hand side to account for the vertical integral, (4) can then be
written Setting these two scalings for bottom velocity, (2) and (6), to be
equal, gives ⎜
⎟
⎜
⎟
∼⎛
⎝
±
⎞
⎠
⎛
⎝
⎞
⎠
u
U
H
LS
Tf
L
R
(1
Ro)
1 ,
,
Ro . b
(7) (7) The three bracketed terms are precisely the terms which are assumed to
be small in the quasigeostrophic approximation, so they are small for
the (large) proportion of the mesoscale eddy field which can be de-
scribed by quasigeostrophic scaling. In more detail, for the terms to be
small, timescales must be long compared to the inertial period and
length scales short compared to the Earth’s radius, both of which are
clearly true of mesoscale eddies. The third requirement, that the Rossby +
∇
+
∼
±
v
H ζ
f
ζ
fw
[
·
(
)]
(1
Ro). 4. Theory of mesoscale suppression on the continental slope The argument for suppression of mesoscale energy in bottom pres-
sure on the continental slope centres on the relationship between
bottom pressure pb and vertical velocity w. The kinematic boundary
condition on near-bottom velocity (neglecting a viscous boundary
layer) is
∇
= −
v
H
w
·
b
b, where vb is the horizontal velocity at the bottom, ̂
⎜
⎟
+
+
×
= −∇⎛
⎝
+
+
⎞
⎠
v
k
ω
v
v
f
p
ρ
(
)
| |
2
Φ ,
t
0
2
(3) (3) where v is the horizontal velocity,
= ∇×
ω
u is the relative vorticity where v is the horizontal velocity,
= ∇×
ω
u is the relative vorticity 29 tic continental slope defined as described in the text for the NEMO model. Dots indicate reference nodes every 500 km along the 2000 m contour, with circl
ng-slope distance in units of 10,000 km. Colours indicate how points at other depths in the range 100–3200 m are mapped to the distance variable. (For inter
colour in this figure legend, the reader is referred to the web version of this article.)
l. Progress in Oceanography 161 (2 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. The Atlantic continental slope defined as described in the text for the NEMO model. Dots indicate reference nodes every 500 km along the 2000 m contour, with circled n
nting along-slope distance in units of 10 000 km Colours indicate how points at other depths in the range 100–3200 m are mapped to the distance variable (For interpre Fig. 8. The Atlantic continental slope defined as described in the text for the NEMO model. Dots indicate reference nodes every 500 km along the 2000 m contour, with circled numbers
representing along-slope distance in units of 10,000 km. Colours indicate how points at other depths in the range 100–3200 m are mapped to the distance variable. (For interpretation of
the references to colour in this figure legend, the reader is referred to the web version of this article.) ⎜
⎟
⎜
⎟
∼⎛
⎝
±
⎞
⎠
⎛
⎝
⎞
⎠
w
HU
L
Tf
L
R
(1
Ro)
1 ,
,
Ro ,
b
(6) (curl of the 3D velocity), and Φ is the gravity potential. 4. Theory of mesoscale suppression on the continental slope t
b
(5) (5) caling the remaining terms and rearranging, this become Scaling the remaining terms and rearranging, this becomes 30 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. number be small, is effectively the definition of mesoscale (or larger)
rather than submesoscale. distance along the continental slope. The ability of the mesoscale to
excite only flows with much longer scales along than across depth
contours therefore means that the mesoscale-induced along-topography
flows tend to be an integral of mesoscale influences over length scales
typically much larger than the mesoscale itself. As this integral will tend
to include forcing of both signs, the integration will usually have the
effect of reducing even this component in comparison with typical
mesoscale pressure gradients. The exception to this is when the depth
contours are closed over distances which are not large compared to the
mesoscale length scale, so no averaging occurs. This explains why small
islands do not act as a significant barrier to bottom pressure signals, and
why the suppression is limited in the case of the Caribbean Sea Rossby
whistle mode (Hughes et al., 2016). In fact, closed depth contours
(more strictly, closed contours of H f/ ) lead to a coupling of stratifica-
tion and bottom pressure which excites a barotropic circulation around
the closed contours, enabling baroclinic disturbances to rapidly skip
across such closed contour regions (Marshall, 2011). The averaging
effect of long contours is clearly an important consideration. If the terms in the final brackets are small, then ub can only become
comparable to U if the first term H LS
/
is large. This term can be in-
terpreted as the aspect ratio of the eddies divided by the slope, and
clearly shows how steeper slopes result in smaller u U
/
b
ratios. Another
interpretation is that H LS
/
is the width of the “extended slope” divided
by the eddy length scale, where “extended slope” means an imaginary
slope with constant gradient S, and its width is the horizontal distance
over which it extends from top to bottom of the water column. Note
that the eddies can be smaller than the extended slope, and the total
scaling can still be small if the Rossby number is small. 4. Theory of mesoscale suppression on the continental slope Thus, we see that, for mesoscale eddies, the relative suppression of
bottom velocities in comparison with mid-water velocities is de-
termined mainly by the Rossby number, the bottom slope, and the eddy
scale. For example, a slope of 0.1 in water 2 km deep leads to
=
H LS
/
1
at an eddy length scale of 20 km, meaning that bottom velocity sup-
pression occurs for all eddies larger than 20 km at
=
Ro
1, or 2 km at
=
Ro
0.1. The continental slope can be about five times steeper or
gentler than a slope of 0.1 in extreme cases, showing that a large
fraction of the mesoscale energy cannot penetrate to the bottom over
typical continental slopes. There are clearly processes with small length
scales or large Rossby numbers which can penetrate to a steeply sloping
bottom without attenuation (and even processes which are bottom-
trapped), but the bulk of the mesoscale variability cannot do so. Near
the foot of the continental slope, the topographic constraint weakens,
and bottom-trapped Rossby waves are often observed (e.g. Hogg
(2000)), particularly at periods shorter than about 10 days such that
Tf
1/
is only moderately small. Over the abyssal plain, slopes may not be
strong enough to constrain the bottom velocity so strongly. In these
regions, the small bottom pressure variability indicated by NEMO
within most subtropical gyres (Fig. 3) must be attributed to the fact that
the energy input is at the surface, and the surface-intensified stratifi-
cation (especially at lower latitudes) results in weakened flow below
the thermocline. When the Rossby number is the main constraint we
can write the mesoscale suppression factor as To summarise this scaling analysis in simple terms, the vorticity
balance places a constraint on the vertical stretching of water columns,
which limits the possible size of the vertical velocity at the bottom. The
vertical velocity at the bottom is coupled to the horizontal velocity via
the fact that flow cannot pass through the seafloor, so horizontal
bottom velocities lead to larger vertical velocities where the slope is
steep. For steep continental slopes and typical mesoscale conditions,
these two scalings turn out to be incompatible if we use the same
horizontal velocity scaling in each case. 5. Atlantic variability and continental slope bottom pressure For the sake of providing a concrete example, we will focus on the
Atlantic Ocean, for which there is an established interest in the long-
term climate variability particularly related to the AMOC. Studies of the
Pacific and Indian oceans would be of interest in their own right, but
only one basin is necessary in order to establish the general principles. A coordinate system for the Atlantic continental slope is devised as
shown in Fig. 8. This allows us to plot bottom pressure values in two
dimensions, distance along the slope (colours), and depth (time is the
third dimension). As this coordinate system is used in many subsequent
plots, it is worth describing in some detail. For the sake of providing a concrete example, we will focus on the
Atlantic Ocean, for which there is an established interest in the long-
term climate variability particularly related to the AMOC. Studies of the
Pacific and Indian oceans would be of interest in their own right, but
only one basin is necessary in order to establish the general principles. Furthermore, the influence of this mesoscale suppression is cumu-
lative. Since most of the mesoscale variability is generated in the open
ocean and propagates toward the western boundary (e.g. Zhai et al.,
2010), once it encounters the continental slope and the mesoscale
suppression scaling becomes of order 1 or less, this interaction will
influence the eddy propagation so that it does not enter the shallower
slope region at all. The raw scaling only applies to eddies generated
over the slope. A coordinate system for the Atlantic continental slope is devised as
shown in Fig. 8. This allows us to plot bottom pressure values in two
dimensions, distance along the slope (colours), and depth (time is the
third dimension). As this coordinate system is used in many subsequent
plots, it is worth describing in some detail. The argument so far has been in terms of velocities and, in parti-
cular, the horizontal velocity component that is constrained at the
bottom, ub, is that perpendicular to depth contours; there is no con-
straint on the velocity along depth contours as these have no associated
vertical velocity. Translating this into pressures, the constraint on u U
/
b
should be interpreted as a constraint tending to reduce the bottom
pressure gradient along depth contours in relation to a typical mid-
depth pressure gradient. 4. Theory of mesoscale suppression on the continental slope As a result, the horizontal
bottom velocity (and hence the along-slope pressure gradient) at the
bottom must be much smaller than the typical near-surface velocities
(pressure gradients), and mesoscale variability is suppressed in bottom
pressures on the continental slope. We have neglected the viscous
boundary layer in this scaling on the grounds that it is not generally
found to produce a large local perturbation in pressure. That is not to
say that it is unimportant in indirectly shaping the larger-scale pressure
field. On the contrary, we suspect that it is important for models to
represent the slopes and the frictional processes on those slopes as well
as possible, and that this may be one of the main limitations of the
present generation of ocean models. ±
=
=
H
LS
HU
fL S
gHη
f L S
Ro
(1
Ro)
,
2
2
3
(8) (8) So far we have presented diagnostics concerning the size and the
spectrum of variability, and made a scaling analysis. These suggest that
we should see large-scale, coherent variability in bottom pressure on
the continental slope, and hence that this would be a good place to
monitor large-scale ocean circulation variability while minimising the
mesoscale noise. In the next section, we will test this suggestion in more
detail. where the last equality invokes geostrophic balance to express the ve-
locity scale in terms of a sea level scale η (hence
= gη f L
Ro
/ 2
2). The
factor
±
(1
Ro) has been dropped from all except the first form because,
as this makes clear, there is no constraint on the scaling when the
Rossby number approaches 1. From the final scaling we see that, for a
given amplitude of sea level variability, the suppression is sharply de-
pendent on length scale. For example, for
=
η
0.1 m, we obtain
=
Ro
1/4
at mid-latitudes, and hence a mesoscale suppression factor of 1/4 for
length scale 20 km. However, for a 40 km length scale, this suppression
factor becomes 1/32. 5. Atlantic variability and continental slope bottom pressure Locally, this means that bottom pressure will
be close to being a function of H, with that function varying slowly with Initially, the 2000 m depth contour is followed around the basin as a
reference, starting deliberately on the Pacific side of South America so
any link between Pacific and Atlantic values can be seen. The contour
consists of a set of straight line (actually very short great-circle) seg-
ments between positions where the linear interpolation of depths be-
tween neighbouring grid points is 2000 m, thus avoiding any rectan-
gular zigzagging around grid boxes. The along-slope distance is then
calculated as the sum of the lengths of these short line segments. The 31 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. black dots in Fig. 8 are every 500 km distance along this contour, and
are referred to as “nodes”. The ringed numbers are every 10,000 km
along, and thus represent distance in units of 10,000 km. This is used as
the distance axis in later plots. Colours are an additional indicator of
distance, with a colour change every 1000 km. Note that the distance is
defined following the 2000 m contour which, though not as convoluted
as a coastline, can be quite convoluted in places. Thus, although the
nodes are separated by 500 km along the 2000 m contour, the great-
circle distance between nodes is typically (median value) about 390 km. black dots in Fig. 8 are every 500 km distance along this contour, and
are referred to as “nodes”. The ringed numbers are every 10,000 km
along, and thus represent distance in units of 10,000 km. This is used as
the distance axis in later plots. Colours are an additional indicator of
distance, with a colour change every 1000 km. Note that the distance is
defined following the 2000 m contour which, though not as convoluted
as a coastline, can be quite convoluted in places. Thus, although the
nodes are separated by 500 km along the 2000 m contour, the great-
circle distance between nodes is typically (median value) about 390 km. away from the coast, but has no equivalent in shallow regions. In ad-
dition to these gaps, the density of points is strongly influenced by the
steepness of the slope, with greater density along the northern
boundary where the slope is gentle, and much more sparse coverage in
regions of steep slopes. 5.1. Variability and vertical (cross-slope) structure It is striking how uniform the structure is in these EOFs. EOF1 has a
single node at almost all distances, that node being between about 800
and 1500 m depth except where it is forced deeper by the absence of
shallow data (together with the subtraction of the average over the
available depth range). The increased deep variability in some locations
has an influence on the EOF structure, but this does not seem to dom-
inate. Fig. 9 (top) shows the standard deviation of bottom pressure as a
function of distance and depth. Note that depth here is the depth of the
bottom of the ocean. In the diagnostics presented here, horizontal po-
sition is a function of depth, and any signal that is described as ‘in-
dependent of depth’ could equally well be described as ‘independent of
cross-slope distance’, for a given along-slope distance as defined in
Fig. 8. There may or may not be variation in the vertical above a given
point. Thus, the usual ideas of barotropic and baroclinic modes are not
appropriate interpretations when looking at bottom pressure on the
continental slope, unless it is vertical. To emphasize this, the depth-
averaged bottom pressure at a given distance will be represented by
〈〉
p H, where the subscript H emphasizes that the averaging variable is
depth of the ocean floor rather than the vertical coordinate z. In the case of EOF2, there are generally two nodes, though there is
more variability in the depths of these except along the eastern
boundary, where the structure is very uniform. The deep variability has
more influence on EOF2 than on EOF1. The depth average, 〈〉
p H, plus the first two EOFs typically explain
about 90% of the total variance, though this can be as little as 50% in
small regions. This is illustrated in the bottom panel of Fig. 9, which
shows the standard deviation of the residual after subtracting the depth
average and the first 2 EOFs. This is below 0.5 mbar in most of the
basin, though larger in northern regions, near Cape Hatteras, and along
parts of the South American coast, particularly those influenced by the
Antarctic Circumpolar Current. In terms of the residual after subtracting
the depth average, the first two EOFs typically explain over 80% of the
variance. 5. Atlantic variability and continental slope bottom pressure From this we can see that, even at 1/
12° resolution, parts of the continental slope are barely resolved (not
resolved, if we take the criterion of no more than one vertical grid step
per horizontal step as the definition of resolved). Typical climate
models will have much lower resolution than this, which calls into
question how realistic their representation of boundary processes can
be. Contours are then followed at other depths, to a maximum of
3200 m, at an interval of 1 m, to identify all the gridpoints associated
with each continuous contour (excluding seamounts and other closed
contour regions on the slope). Below 3200 m, contours do not pass
through Drake Passage and also start to spread down the mid-Atlantic
ridge. For each contour, the point nearest to each node of the reference
contour is labelled as having the same distance as that node, with
distance linearly interpolated between points matched to nodes. If the
distance to a node is greater than 1000 km, the point is ignored, thus
preventing the use of shallow contours which pass round the Arctic,
Mediterranean, or parts of the Gulf of Mexico and Caribbean Sea. This
procedure provides a usable distance value for points offthe reference
contour. Returning to the bottom pressure standard deviation in Fig. 9, we
see that a large fraction of the slope has a standard deviation below
2 mbar, as we suspected based on the map (Fig. 3). Variability is lower
near the equator and on the eastern boundary (distances above about
4). There are also deep maxima in variability in the northern Labrador
Sea (3.0–3.2) and south of Iceland (3.6–3.8), locations where deep
water formation and mixing processes are likely to be important (these
are large Rossby number processes, so not subject to damping according
to the scaling argument above). Another deep maximum occurs near
Cape Hatteras (2.4) where the deep western boundary current passes
beneath the Gulf Stream. We suspected that a significant portion of this variability would be
due to large-scale barotropic processes. To remove these, we calculated
a depth-averaged bottom pressure 〈〉
p H at each distance and time, and
subtracted this off. The residual standard deviation is shown in the
middle panel of Fig. 9. It is clear that this mode accounts for a sig-
nificant part of the variability (typically about half the variance). 5. Atlantic variability and continental slope bottom pressure For each point on the continental slope, we now have a depth and a
distance. Bottom pressures were extracted from these points, and a
mean, trend, annual and semiannual cycle were fitted and removed. The two dimensional fields at each time were then regridded onto a
regular grid every 50 km in distance and 10 m in depth, from 100 m to
3200 m, using a Delauney triangulation, which treats depths in metres
and distances in kilometres as equivalent. After subtracting the depth average, 〈〉
p H to look at higher vertical
mode structures, we performed an Empirical Orthogonal Function
(EOF) analysis of the time series at each distance, returning a set of
basis functions in depth and time, for each distance. The middle and
lower panels of Fig. 10 shows composites of the first two depth basis
functions. These functions are calculated independently at each dis-
tance. The only processing to improve the appearance of the plot is the
choice of arbitrary sign at each point to maintain continuity in distance. This interpolation gives values at all depths and distances, which is
unrealistic given the gaps in shallow contours. To account for this, we
calculate a mapping error estimate which is the geometric mean of the
horizontal distance of each point on the regular grid from the points
used in the triangulation. Points for which this distance is greater than
200 km are left blank. 5.1. Variability and vertical (cross-slope) structure The depth average, 〈〉
p H, and first two EOFs together are
therefore sufficient to describe most of what is seen along the con-
tinental slope. Fig. 9 can thus be imagined as looking into the Atlantic from the
south, and unwrapping the continental slope into a straight strip. Ver-
tical lines mark the equator, and grey masks regions of missing data. Reading from the left, the first grey patch at distance about 1.9–2.2
represents the Caribbean Sea and the Gulf of Mexico, with the tip of
Florida at about 2.2, and Cape Hatteras at 2.4. Around 3.0–3.1 is the top
of the Labrador Sea, where some shallow contours are lost into Baffin
Bay or to circumnavigate the Arctic. Between about 3.7 and 4.0, a
deeper range connects to the Arctic between Iceland and Scotland. The
Strait of Gibraltar is at about 4.57. 5.2. Coherence along the slope The position of the actual gridpoints used to map this standard
deviation is shown in the top panel of Fig. 10. In addition to the gaps
discussed above, a sparse region in the top kilometre at distances of
1.1–1.2 reflects the Vitoria-Trindade ridge, a feature offthe Brazilian
coast which diverts deep contours (including the 2000 m reference) far Each of the three modes 〈〉
p
(
H, EOF1, EOF2) has an associated time
series at each distance. In Fig. 11, we show the cross-correlations be-
tween those time series at each distance with each other distance. For the depth-independent mode, 〈〉
p H, this confirms that the 32 ability is highly coherent over the whole basin, with positive cor-
tions almost everywhere The correlations are for Fourier filtered
eastern Iceland), and 4–6 (Scotland to South Africa, the entire eas
boundary) The scales of these regions imply strong correlations o
9. Standard deviation of bottom pressure on the Atlantic continental slope as a function of distance and depth of the ocean floor (compare with Fig. 8). The top panel shows the
r removing mean, trend, annual and semiannual cycles). The middle panel shows the residual after removing the depth average (cross-slope average, 〈〉
p H) at each distance and
bottom panel shows the residual after further removing the signal explained by the first two EOFs at each distance. Hughes et al. Progress in Oceanography 161 (2018) 1 W. Hughes et al. Progress in Oceanography 161 (2018 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. g. 9. Standard deviation of bottom pressure on the Atlantic continental slope as a function of distance and depth of the ocean floor (compare with Fig. 8). The top panel shows the to
fter removing mean, trend, annual and semiannual cycles). The middle panel shows the residual after removing the depth average (cross-slope average, 〈〉
p H) at each distance and ti
h
b
l h
h
id
l
f
f
h
i
h
i
l
l i
d b
h
fi
O
h di Fig. 9. Standard deviation of bottom pressure on the Atlantic continental slope as a function of distance and depth of the ocean floor (compare with Fig. 8). The top panel shows the total
(after removing mean, trend, annual and semiannual cycles). 5.2. Coherence along the slope Position of the points used in this analysis (top), and the structures of the first two EOFs of bottom pressure at each distance, after subtracting the depth average (cross-slope
average, 〈〉
p H) (middle and bottom). EOFs are dimensionless and have a variance of 1. Fig. 10. Position of the points used in this analysis (top), and the structures of the first two EOFs of bottom pressure at each distance, after subtracting the depth average (cross-slope
average, 〈〉
p H) (middle and bottom). EOFs are dimensionless and have a variance of 1. Fig. 10. Position of the points used in this analysis (top), and the structures of the first two EOFs of bottom pressure at each distance, a
average, 〈〉
p H) (middle and bottom). EOFs are dimensionless and have a variance of 1. The northern block (Cape Hatteras to Iceland) is split into two
subregions separated at around the northern limit of the Labrador Sea
(3.1). Similarly, the eastern block (Scotland to South Africa) is split into
subregions at the Strait of Gibraltar (4.57), although in this case it is
more like the start of a reduction in correlation to the north rather than
the separation of two clear regions. Within the subregions, the corre-
lations are especially strong, usually above 0.8 or 0.9. It is noticeable
that the boundaries between blocks and sub-blocks often lie in the re-
gions of large deep variability identified before. indicates that points on the eastern boundary correlate with one an-
other if they are at equal distances from the equator. This suggests a
signal propagating away from the equator sufficiently slowly that lags
in signal propagation become important enough to reduce the corre-
lation in the higher frequency band. Points at equal distances from the
equator can then still correlate because they are at equal lags. Assessment of statistical significance depends on the spectral con-
tent at each point, but the correlations within blocks are so strong as to
be clearly significant with any reasonable estimate of degrees of
freedom (only 14 degrees of freedom are needed for a correlation of 0.5
to be significant at the 95% level; we have 54 years of data and, as we
shall see, the data are not dominated by the longest periods). We will,
however, consider this in more detail when looking at lagged correla-
tions later on. 5.2. Coherence along the slope The middle panel shows the residual after removing the depth average (cross-slope average, 〈〉
p H) at each distance and time. The bottom panel shows the residual after further removing the signal explained by the first two EOFs at each distance. variability is highly coherent over the whole basin, with positive cor-
relations almost everywhere. The correlations are for Fourier-filtered
time series, showing periods shorter than 1.5 years below the diagonal,
and periods between 1.5 and 10 years above. The correlations are
stronger at the lower frequencies, except for those involving the strip at
distances 0.0–0.29 which is on the Pacific side of South America, where
long-period correlations drop offsharply, even becoming slightly ne-
gative, showing that there is a clear distinction between basins for this
large-scale mode. eastern Iceland), and 4–6 (Scotland to South Africa, the entire eastern
boundary). The scales of these regions imply strong correlations over
distances of measured in tens of thousands of kilometres. In contrast to
the depth-independent mode, 〈〉
p H, there is clear communication be-
tween the Pacific and Atlantic (distances 0–0.29 in the Pacific are
correlated with the western South Atlantic distances 0.29–1.4), al-
though the tip of South America provokes a drop in correlation. The smaller block is from about 1.4 to 1.93, with a weaker extension
to 2.35 (the north coast of South America and the eastern Caribbean,
with extension to north Florida). In addition, there is an off-diagonal
block showing correlation between the eastern and western boundary
equator positions (marked with black lines), which shows strong cor-
relations between the equator-spanning small block and the entire
eastern boundary. Perhaps more striking is the result for EOF1. At low frequencies
(above the diagonal), this shows three large blocks of strong correla-
tion, and one smaller one. The large blocks are at distances 0–1.4 (the
east Pacific and southern hemisphere western boundary of the Atlantic
to about the easternmost tip of Brazil), 2.4–3.8 (Cape Hatteras to 33 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. 10. Position of the points used in this analysis (top), and the structures of the first two EOFs of bottom pressure at each distance, after subtracting the depth average (cross
age, 〈〉
p H) (middle and bottom). EOFs are dimensionless and have a variance of 1. . Hughes et al. Progress in Oceanography 161 (2018) 1 Fig. 10. 5.2. Coherence along the slope Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along the continental slope and time, after filtering to pass
periods between 1.5 and 10 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. g
g
g py
(
) 9 Fig. 13. Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along the co
periods between 1.5 and 10 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. Fig. 13. Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along the continental slope and time, after filtering to pass
periods between 1.5 and 10 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. highlight the importance of the continental slope still further. They are
roughly consistent with baroclinic Kelvin wave speeds at the equator:
Brandt et al. (2016) calculate Kelvin wave speeds of 2.47 and
1.32 m s−1 for the first and second modes respectively. However, the
Kelvin wave speed for a vertical boundary will become steadily slower
as the waves propagate polewards, because the stratification weakens. The faster propagation speeds seen here are consistent with the fact that
the true boundary waves on a slope are not Kelvin waves, but a hybrid
mixture between baroclinic Kelvin waves and topographic Rossby
waves, which become more barotropic and faster as the slope scale
comes to exceed the Kelvin wave trapping scale, which is the relevant
Rossby radius (Huthnance, 1978). For example, Cartwright et al. (1980)
calculate a barotropic shelf wave speed of about 7.9 m s−1 offthe
Scottish coast (translating from the quoted wavenumber of 53 degrees
per 100 km at the K1 tidal period). with more interruption by local noise. The same broad blocks are
visible, though more weakly, and the same off-diagonal equatorial
correlation and eastern boundary lagged correlation structure are also
apparent. Figs. 12–14 show Hovmoeller plots of the different modes in dif-
ferent frequency bands. The first, Fig. 12 shows only a representative
5.5-year period so that the structure can be clearly seen. 5.2. Coherence along the slope At higher frequencies (below the diagonal), the northern block is
similar if a bit weaker, but the other blocks are significantly weaker,
especially the eastern boundary block, and the off-diagonal correlation
between eastern and western equators is missing. However, the curious
high-correlation feature extending down and to the right of the diag-
onal from the eastern equator gives a clue to the reason for this. This For EOF2, we see a picture broadly similar to that for EOF1, but 34 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 11. Cross correlations between the time series for each vertical (cross-slope) mode at each distance along the slope, with that at each other distance. Values above the diagonal are for
periods between 1.5 and 10 years, and values below the diagonal are for periods shorter than 1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. Black lines indicate the positions of the equator on the western and eastern boundaries. C.W. Hughes et al. Progress in Oceanography 161 (2018) 19–46 Fig 11 Cross correlations between the time series for each vertical (cross slope) mode at each distance along the slope with that at each other distance Values above the diagonal are fo Fig. 11. Cross correlations between the time series for each vertical (cross-slope) mode at each distance along the slope, with that at each other distance. Values above the diagonal are for
periods between 1.5 and 10 years, and values below the diagonal are for periods shorter than 1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. Black lines indicate the positions of the equator on the western and eastern boundaries. Fig. 12. Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along the continental slope and time, after filtering to pass
periods shorter than 1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. Fig. 12. Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along the continental slope and time, after filtering to pass
periods shorter than 1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. 35 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 13. 5.2. Coherence along the slope Again, this
highlights the basin-scale nature of the depth-independent mode, 〈〉
p H,
with perhaps additional variability in the northern region (note that the
boundary values are coherent over the entire basin, but this does not
preclude anticorrelation with values in the interior). No lags can be
discerned, which is to be expected as the largest-scale signals should
propagate with a barotropic Kelvin wave speed of around 200 m s−1, as
was found in the western North Atlantic from bottom pressure mea-
surements on the continental slope (Elipot et al., 2013). More interesting are the plots for EOF1 and EOF2. Here, we can
clearly see the effect of finite propagation speeds. Propagation is toward
the western equator (equators are again marked as vertical lines), and
away from the eastern equator. Wave speeds are slowest near the
equator, and faster further away, but it must be remembered that the
concept of along-slope distance depends on length scales and on how
convoluted the 2000 m contour is. Various techniques have been ap-
plied in an attempt to estimate wave speeds, but we do not generally
find robust numbers. We can see that speeds near the equator are be-
tween about 2 and 3 m s−1 for EOF1, and between about 1 and
1.5 m s−1 for EOF2. Speeds clearly get faster away from the equator,
but meaningful quantification of these speeds is difficult. These speeds At longer periods (now showing the entire range of time), Fig. 13
shows that these wave propagation lags become insignificant, as lags
along the eastern boundary can no longer be seen. For EOF1 there are
hints of a slower equatorward propagation along the western boundary
(particularly 2.5–3.1), but this is irregular in nature and too slow to be
related to the boundary waves, it may be an advective phenomenon, if
it is significant. Another feature which becomes apparent at longer periods is the
contrast in amplitudes between eastern and western boundaries. Signals
are much weaker, and rather constant amplitude on the east, with a hint
of amplification north of about the Strait of Gibraltar (4.57). This is
consistent with idealised theories, e.g. Kawase (1987) and Johnson and 36 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 14. 5.2. Coherence along the slope Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along the continental slope and time, after filtering to pass
periods longer than 10 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. C.W. Hughes et al. Progress in Oceanography 161 (2018) 19–46 Fig. 14. Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along t
periods longer than 10 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. Fig. 14. Hovmoeller plots showing the temporal variations in the three vertical (cross-slope) modes as a function of distance along the continental slope and time, after filtering to pass
periods longer than 10 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. iations in the three vertical (cross-slope) modes as a function of distance along the continental slope and time, after filtering to pass
and semiannual cycles were removed at an earlier stage. roughly 50-year period, which is the longest possible within this dataset
after detrending. While the model physics should still be consistent, the
probability of being dominated by long-term thermohaline adjustment
is high, and the effective number of degrees of freedom is so low that it
is dangerous to conclude anything from apparent correlations. The
large, quadratic-in-time variability in the region 2.1–3.0 seems to ex-
plain the unusual oscillation in the low frequency spectrum of bottom
pressure in energetic continental slope regions, which can be seen in
Fig. 7. Marshall (2002a,b) which assume that low frequency signals propagate
effectively instantly along eastern boundaries without attenuation or
amplification. Amplification is expected poleward of the highest lati-
tude at which Rossby waves can propagate for a given frequency. Marshall and Johnson (2013) give a nice overview of how theoretical
models treat boundary waves (usually with a vertical sidewall), and of
the importance of this process for a wide range of issues. On western
boundaries, they are found (in theory) to decay in amplitude toward the
equator, unlike our model results (except perhaps close to the equator),
where we see an amplification in many places. There is clearly rapid
transmission of information along the western boundary, but a more
complex response than the simple, linear, vertical sidewall theory
would predict. It should be noted though, that the theoretical results are
for buoyancy forcing only. 5.2. Coherence along the slope With wind stress variability too, angular
momentum balance at each latitude requires that there be changing
sidewall pressures as seen in the AMOC response to winds (Elipot et al.,
2017). Here we have a rare case where diagnostics from a realistic
model can address a problem of basin scale dynamics rather than being
overwhelmed by mesoscale variability. Returning to the high frequency data, we look in more detail at the
long distance coherence of the signal when accounting for lags. We
calculated lags relative to four different regions distinguished by col-
ours in Fig. 15. Roughly, these regions are the eastern boundary (red), a
northern region (orange), a north tropical western boundary region
south of the Gulf of Mexico and north of the equator (green), and a
southern hemisphere western boundary region (blue). The results of
this analysis are shown in Fig. 15, which shows both correlations
(Fig. 15a and c) and calculated lags (Fig. 15b and d. The precise extent
of the reference regions is marked by the paired dots of matching colour
at the top of Fig. 15a and c. For completeness, Fig. 14 shows periods longer than 10 years. The
contrast between east and west is now even more evident for EOF1,
partial barriers to communication of western boundary signals appear
at about Cape Hatteras (2.4) and the Gulf of Mexico (2.1). Some signal
does appear to eventually propagate to the equator, from where it ra-
pidly appears all along the eastern boundary. However, we caution
against interpreting this plot in too much detail. Although periods as
short as 10 years should be present, the variability is dominated by a Absolute values of the lags are chosen to be consistent between the
different curves as described below, so they can be interpreted as the
time taken for a signal to propagate to each point from the eastern
boundary equator (or, for negative values, minus the time taken to
propagate from that point to the eastern boundary equator). The cor-
relations are plotted as thin lines, with large dots on top only for points
that are statistically significant. Lags are plotted only for these 37 Hughes et al. Progress in Oceanography 161 (2018) 1 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. ficant points. he calculation was performed as follows. 5.2. Coherence along the slope We started by selecting
expected coherent regions by eye, from the Hovmoeller plot,
12 Th
d
k d
ti
i
filt
d t
i d
reference time series T0. Then, all time series in the region were
related with T0, with a range of different lags, to identify the la
which the correlation was best. Each time series was then shifted by
b
t l
d th
i
l
(
th
ti
i
)
5. Best lagged correlations, and the lag at which the best correlation is found, for EOF1 and EOF2 time series compared with reference time series based on data from betwee
ing-coloured dots. Lags are shown only where the correlations are significant at the 99% level, and correlations are plotted with a thin line where they are not significant a
The time series are filtered to pass periods between 20 days and 1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. See main text for
. (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.)
Hughes et al. Progress in Oceanography 161 (2018) 1 15. Best lagged correlations, and the lag at which the best correlation is found, for EOF1 and EOF2 time series compared with reference time series based on data from between
hing-coloured dots. Lags are shown only where the correlations are significant at the 99% level, and correlations are plotted with a thin line where they are not significant at
The time series are filtered to pass periods between 20 days and 1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. See main text for m Fig. 15. Best lagged correlations, and the lag at which the best correlation is found, for EOF1 and EOF2 time series compared with reference time series based on data from between the
matching-coloured dots. Lags are shown only where the correlations are significant at the 99% level, and correlations are plotted with a thin line where they are not significant at this
level. The time series are filtered to pass periods between 20 days and 1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. See main text for more
details. 5.2. Coherence along the slope (For interpretation of the references to colour in this figure legend, the reader is referred to the web version of this article.) significant points. This same growth is
seen in lags with respect to the northern region (orange), so the con-
stant for that region is chosen to align it with the eastern region lags. Similarly, where both are significant, the lags for the north tropical
western boundary region (green) have very similar variations to the
eastern region (red), so the constant lag for this region is found by
aligning the two (tracing the signals back in time to the western
boundary at the equator). For the northern boundary region (orange)
we have two options, as the lags show it preceding the north tropical
western boundary region (green), and lagging behind the eastern
boundary region (red), so two different constant lags can be calculated,
with a difference which is the time taken for a signal to perform a
complete circuit. This region is therefore plotted with both lags (the
eastern region is also repeated using the same offset). Finally, the
constant lag for the south western boundary region (blue) is chosen to
align it with the other lags at the western boundary equator. The whole
graph can be considered to be periodic in y, with a period of 115 days
for EOF1 and 205 days for EOF2. Translating these delays to mean propagation speeds is not
straightforward. The along-slope distance from eastern equator to
western equator is 39,000 km, but the sum of great-circle distances
between nodes over the same stretch of continental slope is only
28,133 km. Using these two extremes for the distance, we obtain a
mean along-slope propagation speed for EOF1 of 3.7–5.2 m s−1, and for
EOF2 we obtain 2.0–2.7 m s−1. Although the range is wide, the mean
values are clearly faster than the corresponding equatorial Kelvin wave
speeds. These are important parameters for understanding timescales of
basin adjustment, which could not realistically be computed otherwise. Again, the clean nature of the continental slope bottom pressure signal
has made it possible to distinguish basin scale dynamics which could
not be seen in other, mesoscale-contaminated signals. Note, though,
that these numbers may depend on the model representation of topo-
graphy and friction, so they may be different in the real world, and
different again in coarser resolution models. It is worth noting that, for EOF1, significant correlations for the
northern region (orange) overlap the significant lags from the north
tropical western region (green) on both the eastern and western
boundaries. significant points. reference time series T0. Then, all time series in the region were cor-
related with T0, with a range of different lags, to identify the lag at
which the correlation was best. Each time series was then shifted by this
best lag, and the regional average (now over the entire region) was
recalculated to obtain a new reference time series T1. This process was
iterated to convergence (four iterations was sufficient). The best lag,
and the associated best correlation, were then calculated relative to the
converged regional average time series T4, for all points, not just those
in the selected region. The calculation was performed as follows. We started by selecting
the expected coherent regions by eye, from the Hovmoeller plot,
Fig. 12. The procedure worked on time series filtered to pass periods
between 20 days and 1.5 years and normalised to a standard deviation
of 1 (periods shorter than 20 days were removed in order to permit
shifts of the time series of less than 5 days, using a Fourier method;
normalisation avoids skewing the results to focus on regions of highest
variability). For each region, an iterative method was then applied to
determine the best lagged correlations. Initially, all the time series in
the central 2000 km of that region were averaged together to provide a Finally, a constant was added to the lags derived for each region. For the eastern region (red), the constant was chosen so that the lag is 38 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 16. Cross correlations for sea level variability in the NEMO model, along a mer-
idional section of the Atlantic at 23°W from 55°S to 64°N. Values above the diagonal use
time series filtered to pass periods between 1.5 and 10 years, those below use 0–1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. Black lines
mark the equator. reference time series at all possible lags, and the correlation at the best
lag chosen. These 1000 correlations were then sorted to determine the
99% confidence level (this ranged between 0.10 and 0.25 for the dif-
ferent time series). What we find is that, when accounting for lags, the correlations are
indeed coherent over very large distances, as they are at lower fre-
quencies without accounting for the lags. significant points. Furthermore, the lagged
correlations remain significant to some distance either side of the re-
ference regions, with consistently varying lags where the curves
overlap. For example, in EOF1, the eastern boundary signal (red) re-
mains detectable as far as Greenland (3.3) and, though the correlation
drops offrapidly, the north tropical western mode (green) also obtains a
small part of its variance from the Greenland coast, as well as com-
municating with much of the eastern boundary. The south western
boundary signal (blue) involves signals propagating from the Pacific,
and extends to the Atlantic equator. For EOF2 we find a similar pattern,
though correlations tend to drop offmore rapidly, reducing the overlap
of regions with significant correlations, and the corresponding lags are
larger, corresponding to the slower propagation speeds. These lags are
all consistent with expectations for the propagation of continental shelf
waves and equatorial Kelvin waves. The consistency of the lags allows us to estimate various propaga-
tion times. We find times to cross from the western boundary to the east
at the equator of 28 and 40 days respectively for EOF1 and EOF2 (using
slightly different regions or weightings varies these numbers by
± 1 day). Given a distance of approximately 5900 km, these times cor-
respond to speeds of 2.44 and 1.71 m s−1, comparable to the first and
second baroclinic mode Kelvin wave speeds calculated by Brandt et al. (2016) which are 2.47 and 1.32 m s−1. We can also determine the time
to complete a full circuit of the North Atlantic, which is 115 days for
EOF1 and 205 days for EOF2 (these estimates have larger uncertainties
of about 5 days for EOF1 and 20 days for EOF2). The travel time along
the continental slope, from eastern equator to western equator, is
therefore 87 days for EOF1 and 165 days for EOF2. Fig. 16. Cross correlations for sea level variability in the NEMO model, along a mer-
idional section of the Atlantic at 23°W from 55°S to 64°N. Values above the diagonal use
time series filtered to pass periods between 1.5 and 10 years, those below use 0–1.5 years. Linear trend, annual, and semiannual cycles were removed at an earlier stage. Black lines
mark the equator. zero at the eastern equator. As signals propagate along the eastern
boundary away from the equator, the lag grows. significant points. On the east, the lags show signals propagating into the
northern region. On the west, they show signals propagating away from
the northern region. This means an estimate for the basin circuit time
can be made purely from these two region, without needing the eastern
region. The fact that all three lags agree in the eastern region is
therefore an independent test of this circuit time. The circuit time es-
timate for EOF2 is more fragile as it relies purely on the small region of
overlap between significant lags for the northern (orange) and north
tropical western (green) regions, which also involve rather low corre-
lations. To conclude this subsection, it is worth emphasizing the exceptional
nature of these long correlation scales. For comparison with Fig. 11,
Fig. 16 shows cross-correlations for NEMO model sea level along a mid-
Atlantic meridional section at 23°W. The distance is again measured in
units of 10,000 km, so the scale is comparable to Fig. 11 (the whole
distance scale is less than a quarter of the total scale for the continental
slope). These correlations are typical of the open ocean, with some
large-scale correlation apparent near the equator (black lines), but
nothing approaching the clarity and large-scale nature of the boundary
signals. 5.3. The meridional overturning circulation The exception, at mid-
depths for the longest periods, is because there is little variability to
capture in this depth range. At these longest periods, the AMOC
anomalies truly do seem to consist of a northward shallow flow and a
southward return flow, with a node at intermediate depths, across the
entire Atlantic basin. Here, we have focused on the boundary signals themselves rather
than their relevance to the AMOC, but it is still worth demonstrating
their link to the AMOC explicitly. The theoretical argument is
straightforward. Integration of geostrophic balance from west to east
across the ocean basin at constant latitude and depth, leads to the fol-
lowing balance: In contrast, at the shortest periods, there is variability at all depths,
and the amplitude rises toward the equator. This suggests a scaling
proportional to
f
1/ , and that the boundary signals may be best thought
of as pressure signals at the boundary, with the AMOC as an incidental
result of their presence. That is consistent with the independent pro-
pagation we see along eastern and western boundaries, with similar
amplitudes. (9) =
−
fT
p
p ,
E
W where T is the zonally integrated northward mass transport (in kilo-
grammes per metre of depth per second), and pE and pW are bottom
pressures at the eastern and western end of the section respectively. Assuming a midlatitude value
=
−
f
10 4 s−1, and a density of about
1000 kg m−3, this leads to a 1 mbar pressure difference producing a net
northward volume transport of 1 Sv km−1. It is therefore straightfor-
ward to see from Figs. 12–14 how the eastern and western boundary
pressures contribute to net meridional transport. At intermediate periods, the deep AMOC variability is small, but
there is no systematic latitude dependence outside the tropics. This is
the regime in which the eastern boundary signals are much smaller than
those on the west but also extremely coherent in space (also true at
longer periods). The reconstruction has difficulties in the shallow North Atlantic,
and particularly the Gulf of Mexico latitudes (about 20–30°N), but this
is to be expected given the complicated geometry here, and even these
regions improve at the longest timescales. 6. Application to the real ocean We have shown above that, in the NEMO model, continental slope
bottom pressure measurements provide a means of extracting large-
scale information about the ocean circulation, and the AMOC in par-
ticular. If this carries over to the real ocean, and if such measurements
can be made with the necessary accuracy, then this would make a
strong case for such measurements to be considered an important
component of the Global Ocean Observing System. Similarly, a positive value of EOF2 on the west would lead to a
southward transport above about 500 m and at depth (typically below
about 1.8 km but somewhat variable), and a northward transport at
intermediate depths. Again, the same on the east would produce the
opposite AMOC change. We test that these relationships between boundary pressure and
AMOC hold in the model by diagnosing the AMOC (in the sense of
zonally-integrated meridional transport per unit depth) and comparing
with that predicted based on the boundary pressures. This involves
some complications because the pressure values at a given distance
along the slope are not all at the same latitude. Equally, the model grid
is not perfectly aligned with latitude lines north of about 20°N, though
it remains within 1 degree of a constant in the Atlantic to about 55°N. Accordingly, we use the latitude associated with the reference 2000 m
depth contour to define the latitudes of the pressure measurements, and
average the AMOC in 1-degree bins for comparison, relying on the
spatial coherence of the signals in order for the two datasets to match. The sign associated with the boundary pressure’s contribution to the
AMOC is determined by the direction of the contour at that point; it is
negative where increasing distance moves north along the contour, and
positive where it moves south. In this case we also use monthly means The continental slope represents a very small fraction of the global
ocean area and, as a result, there are rather few measurements made in
this region. It is poorly monitored using Argo floats which rarely enter
these regions and tend to spend very little time there when they do
enter. The difficulty seems to be, in some ways, one of perception. Because the slope region is so small, it seems disproportionate to spend
resources here which could be used to improve open-ocean sampling. 5.3. The meridional overturning circulation Significance of the correlations was assessed by a Monte Carlo
method: 1000 time series with the same spectrum as each reference
time series were generated. These were each correlated with the actual The most obvious quantity to attempt to recover in the Atlantic is
the meridional overturning circulation (AMOC), which has received a 39 C.W. Hughes et al. Progress in Oceanography 161 (2018) 19–46 rather than 5-day means as an extra filter on ageostrophic high fre-
quency variability. great deal of attention as a significant climatic mode of the Earth system
in recent decades. It is not our purpose here to revisit all this work. Bingham and Hughes (2008b) showed that much of the AMOC at 42°N
could be recovered simply from boundary pressure measurements in a
1/4° resolution ocean model (and almost all of that from the western
boundary only, at interannual periods), and Bingham and Hughes
(2009a) looked in more detail at 50°N in the same model, and in
100 years of a coarser-resolution climate model run. These ideas have
been used to measure the AMOC using the WAVE array at 43°N
(Hughes et al., 2013; Elipot et al., 2013, 2014), and it has been shown
how the measurements of the RAPID array at 26°N (McCarthy et al.,
2012) can be interpreted in the same way (Elipot et al., 2017). The
argument that eddies do not dominate the AMOC signal has also been
made based on observations, and theory in a vertical sidewall context
(Kanzow et al., 2009) (though note that this argument relates to the
integrated transports, not to the pathways of flow and tracer transport,
which are very strongly influenced by eddy variability). Fig. 17 shows the resulting AMOC variability (left) in three different
frequency bands, and the percentage of AMOC variance explained
(right) by using only boundary pressure measurements. It should be
recalled that these do not represent all the contributions to the zonal
integral in this depth range. There are also contributions from the
Mediterranean, Gulf of Mexico and Caribbean Sea which we are missing
out, as well as any portions of the Mid-Atlantic Ridge which rise above
3200 m depth. Nonetheless, with the exception of a region around the equator
where the geostrophic argument breaks down, a large part of the AMOC
variability is captured by these boundary measurements, and this pro-
portion generally increases at longer timescales. 5.3. The meridional overturning circulation Overall, at intermediate and
long timescales, the unexplained residual standard deviation (not
shown) is less than 0.3 Sv km−1 over most of this depth range, for la-
titudes more than 10 degrees from the equator. The east-west symmetry of the depth-independent mode, 〈〉
p H, is
testament to the fact that there can be rather little net northward
transport across each latitude section (a net transport must be balanced
by either an accumulation of mass, a flow through the Bering Strait, or a
net gain or loss of mass from evaporation and precipitation, so it is
tightly constrained by these integral properties). The AMOC represents
a flow which is to the north at some depths and south at others, and is
therefore reflected in the other EOF modes. From the vertical structures
of the EOFs (Fig. 10), a positive value of EOF1 on the western boundary
would correspond to a southward flow above about 1300 m, and a
northward return flow below that depth; a negative AMOC anomaly. The same on the east would produce a positive AMOC anomaly. In summary, the highly-correlated, basin-scale boundary pressure
signals are indeed a good diagnostic of the AMOC. 6.1. Real ocean illustrations First we need to show that this mesoscale suppression occurs in the 6. Application to the real ocean 3 and 5), which
suggests that the dominant signal seen was the depth-independent
mode, consistent with the fact that no propagation lag could be seen
over this distance. real ocean and is not a model artefact. We showed in Section 3 that the
model represents the mesoscale energy and its spectrum well. In fact, a
number of experiments have demonstrated this at the Atlantic western
boundary. In Fig. 18 we give an example from the continental slope
near Halifax, Nova Scotia (distance 2.8 in the model slope diagnostics),
from the RAPID-Scotian array (Hughes et al., 2013). We see that, after 5-day averaging (blue), the variability over almost
4 years drops below 2 mbar except at the deepest point. Furthermore,
subtracting an estimate of the depth average based on the four shal-
lowest instruments, this drops below 1 mbar (below 0.6 mbar for the
two central depths). Comparing with Fig. 9 at distance 2.8, this matches
expectations both for amplitude and structure, with the amplitudes
rising both in deeper and in shallower water. Our model continental
slope diagnostics do not extend below 3200 m depth, but it can be seen
from Fig. 3 that this amplitude increase continues at greater depths as a
result of weakly-damped mesoscale variability at the foot of the con-
tinental slope. The altimetry result highlights further the need for bottom pressure
measurements: without them it is impossible to distinguish the different
vertical modes, and the depth-independent mode is liable to dominate. Fig. 18 shows the importance of the depth-independent mode. Once this
is subtracted, the vertical structures of the remaining observed varia-
bility are quite robust, with the first EOF being almost linear with depth
(Elipot et al., 2013) apart from instruments on the gently-sloping tail of
the continental slope, and having a quite different spectral structure
from the depth-independent mode, with less variability at the shortest
periods. Other sites show similar amplitudes, and a similar reduction on
subtracting the depth average, making it possible to discern large-scale
correlations and basin-scale responses to forcing (Elipot et al., 2013,
2014, 2017). To the extent that it has been possible to test it, the real ocean does
indeed seem to behave in a manner similar to the model. We have focused here on the continental slope, for monitoring
ocean dynamics, but an even quieter region is the deep tropical ocean. 6. Application to the real ocean However, if we view the ocean in the latitude-depth plane, rather
than latitude-longitude, the continental slope spans most of the active
ocean depth range. This is the appropriate viewpoint for the meridional
overturning circulation. Just by looking at the ocean “sideways”, we
obtain a very different viewpoint on where to expend resources. First we need to show that this mesoscale suppression occurs in the First we need to show that this mesoscale suppression occurs in the 40 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 17. Diagnostics of zonally-integrated northward water volume transport across the Atlantic (MOC) in the NEMO model as a function of depth and latitude, using monthly values after
subtracting mean, linear trend, and annual and semiannual cycles. Left hand panels show the standard deviation in Sv km−1 (or, equivalently, 103 m2 s−1). Right hand panels show the
percentage of variance in the MOC which is explained by the boundary pressures using Eq. (9). Negative values are plotted as grey. The time series are divided into long periods (longer
than 10 years, top), medium (1.5–10 years, middle), and short periods (2 months to 1.5 years, bottom). g
g
g py Fig. 17. Diagnostics of zonally-integrated northward water volume transport across the Atlantic (MOC) in the NEMO model as a function of depth and latitude, using monthly values after
subtracting mean, linear trend, and annual and semiannual cycles. Left hand panels show the standard deviation in Sv km−1 (or, equivalently, 103 m2 s−1). Right hand panels show the
percentage of variance in the MOC which is explained by the boundary pressures using Eq. (9). Negative values are plotted as grey. The time series are divided into long periods (longer
than 10 years, top), medium (1.5–10 years, middle), and short periods (2 months to 1.5 years, bottom). To some extent, the continental slope signals can be discerned in sea
level measurements, again confirming the relevance of these arguments
to the real ocean. Hughes and Meredith (2006) used satellite altimetry
to show that signals with periods shorter than 1 year were correlated
over very long distances around the global continental slope. One block
of correlation they found stretched from Cape Hatteras right round the
north of the Atlantic to tropical Africa (their Figs. 6. Application to the real ocean Here, the dynamical signals are so small that bottom pressure can, in
principle, be used to monitor changes in global ocean mass. In practice,
this has so far been limited to the annual cycle (Hughes et al., 2012;
Williams et al., 2014), which has been determined to an accuracy of
± 0.3 mbar, or about ± 1100 Gt of water, but the principle works well at
long timescales too (Hughes et al., 2012). Thus, tropical ocean bottom
pressure monitoring would provide a valuable contribution to the
global sea level budget. 6.2. Achieving the accuracy required Red is after subtracting
the depth average based on the 4 shallowest points (those above 3200 m depth, as used in
the model analysis), with pale red for 20-min sampling and dark for 5-day means. The
dashed blue line shows the expected reduction resulting from this subtraction if the time
series at each depth were uncorrelated. (For interpretation of the references to colour in
this figure legend, the reader is referred to the web version of this article.) Kontoyiannis, 1990; Polster et al., 2009). We must find an independent
way to remove this drift. Several possibilities are available with present
technology. The most obvious technique is to use bottom pressures determined
from satellite gravimetry. Indeed, some success has been claimed for
this method by Landerer et al. (2015), who construct a time series of the
AMOC from GRACE data. This is an interesting development, but
should be treated with some caution. The patterns of bottom pressure
seen by GRACE are limited to large horizontal scales, and the illustra-
tions in Landerer et al. (2015) show a mode in which contrasting
pressure anomalies appear over the entire shelf versus a wide region of
the western abyssal plain. This is in contrast to what we see in ocean
models where the relevant region is just the thin strip of the continental
slope. Furthermore, at 26°N the inference is made based on broad
pressure anomalies to east and west being representative of the deep
branch of the AMOC, where they could equally well have been inter-
preted as representing the shallow branch, producing a time series with
the opposite sign. It is possible that the broad-scale patterns seen by
GRACE are indirectly reflecting the AMOC, especially if the variations
are dominated by a large-scale response to wind stress variations over
the time period considered, as suggested by Elipot et al. (2017). Or
perhaps GRACE is seeing transient changes in broad water mass prop-
erties associated with AMOC transport anomalies. What is clear is that
satellite gravimetry does not have the spatial resolution to distinguish
between the shallow and deeper parts of the continental slope, espe-
cially in the presence of neighbouring larger signals both on the con-
tinental shelf and at the foot of the slope, so any such measurement
relies on larger-scale correlations. 6.2. Achieving the accuracy required We are left with the question of how to make these measurements to
the required accuracy. While bottom pressure recorders can be ex-
cellent for high-frequency measurements, they are prone to a long-
period drift which, although it is well characterised as an exponential
plus linear drift, can be very different from instrument to instrument
and even between deployments of the same instrument (Watts and 41 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 18. Standard deviations of bottom pressures as a function of depth, from 4 years of
measurements at the RAPID-Scotian array near Halifax, Nova Scotia. Black shows the
result from the raw 20-min sampled data after removal of tides and instrumental drift. Blue shows the variability based on 5-day means of the same data. Red is after subtracting
the depth average based on the 4 shallowest points (those above 3200 m depth, as used in
the model analysis), with pale red for 20-min sampling and dark for 5-day means. The
dashed blue line shows the expected reduction resulting from this subtraction if the time
series at each depth were uncorrelated. (For interpretation of the references to colour in
this figure legend, the reader is referred to the web version of this article.) signals. Similar arguments limit the use of upper-ocean and sea level
measurements to derive the deep, large scale circulation. Although the
influence of the AMOC has been noted (Bingham and Hughes, 2009b;
Duchez et al., 2014; Goddard et al., 2015; McCarthy et al., 2015), it is
an indirect link partially masked by other effects such as the influence
of coastal winds (Woodworth et al., 2014, 2017). Following satellite gravimetry, the most straightforward method to
obtain bottom pressure at a point is to combine satellite altimetry with
hydrographic measurements which allow the calculation of the steric
sea level. The difference between the two is then a measure of ocean
bottom pressure. Williams et al. (2015) investigated this approach using
collocated tall moorings and bottom pressure recorders as part of the
RAPID array at 26°N. 6.2. Achieving the accuracy required They found that it was crucial to have informa-
tion right to the surface, that very careful calibration of the moored
instruments was required at the start and end of each deployment and
that, even with ideal sampling and calibration, accuracy is limited to
about 1–2 mbar in 5000 m depths (somewhat less in shallower water,
but errors tend to be dominated by surface waters). This approach is
therefore marginally feasible, but requires great care in its im-
plementation. It may be the best approach for tropical measurements
related to global ocean mass. Such a system should incorporate a good
quality bottom pressure recorder as a check on system integrity, and to
dramatically reduce errors at periods much shorter than the instrument
deployment length. The method pursued by the WAVE group (Hughes et al., 2013) fo-
cuses not on the pressures themselves, but on differences between
pressures at different depths on the slope. Since the most interesting
information is not in the depth-independent mode, 〈〉
p H, but in the
depth-varying modes, this is sufficient to capture these modes. For a
vertical sidewall, this would simply be a matter of measuring density at
the boundary and using hydrostatic balance to compute the pressure
differences. For a sloping wall, the horizontal pressure differences are
also important (in fact dominant, on all but the steepest slopes, at intra-
annual periods). The horizontal differences can be measured by mea-
suring near-bottom currents and invoking geostrophic balance. The
detailed theory, known as the Stepping Method, is given by Hughes
et al. (2013), who applied this method to the first deployment of the
RAPID-Scotia array, which was designed with this methodology in
mind. Elipot et al. (2013) also applied the method at the predecessors to
this array, for which the relevant data was available, but less well
sampled. This method requires only bottom and near-bottom mea-
surements, thus making the array more robust and simple to maintain
than one which also includes moorings reaching to the surface. Fig. 18. Standard deviations of bottom pressures as a function of depth, from 4 years of
measurements at the RAPID-Scotian array near Halifax, Nova Scotia. Black shows the
result from the raw 20-min sampled data after removal of tides and instrumental drift. Blue shows the variability based on 5-day means of the same data. 6.2. Achieving the accuracy required While the GRACE results are very
interesting, they cannot be used as a means to monitor the AMOC on
longer timescales without detailed validation and understanding of how
the measured signal relates to the AMOC and further understanding of
the influence of plastic deformation of the earth on the observed We reproduce here (Fig. 19), Fig. 11 from Hughes et al. (2013),
which shows how accurately the pressure difference budget can be
closed with this measurement system. The residual errors are 0.16 mbar
for the depth distance of 600 m between RS1 and RS2, 0.37 mbar for the
1675 m distance between RS4 and RS1, and 0.48 mbar for the 2300 m
distance between RS5 and RS1. This method therefore meets the sub-
millibar requirement for resolving the signals of interest. Note, though,
that RS3 was excluded from this analysis because it showed multiple
adjustment periods, and there may be other kinds of deviation from
exponential plus linear drift in other cases. Fig. 19 also demonstrates the effectiveness of removal of the high
frequency tidal signals when data are sampled in such a way as to re-
solve the tides. This can become more of an issue with satellite data,
either altimetry or gravimetry, for which a tidal model must be used
and aliasing to long periods remains an issue. Long period tides remain
in the data but their departure from equilibrium (the equilibrium tide
can be calculated accurately from first principles) is expected to be
limited to periods shorter than a few months, and to be predominantly
geostrophic. In this sense, the non-equilibrium tides are simply part of
the signal to be monitored. The largest long period tides have ampli-
tudes of up to about 3 mbar (Egbert and Ray, 2003). It is, therefore,
important at the 1 mbar level to calculate and subtract offthe long
period equilibrium tides, including the pole tide. 42 Despite the success of this method, it would be nice to have a more
Another proposed system is the use of a reference pressure
g. 19. Differences between directly-measured bottom pressure differences and those inferred from density and current measurement. Differences are between (RS2, RS4 RS5) an
e Fig. 18). The top panel shows the raw values, together with the exponential-plus-linear instrument drift that is fitted. 6.2. Achieving the accuracy required The bottom panel shows the remainder after removing
gether with its standard deviation in Pa (100 Pa = 1 hPa = 1 mbar). Reproduced from Hughes et al. (2013). W. Hughes et al. Progress in Oceanography 161 (2018) Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Fig. 19. Differences between directly-measured bottom pressure differences and those inferred from density and current measurement. Differences are between (RS2, RS4 RS5) and RS1
(see Fig. 18). The top panel shows the raw values, together with the exponential-plus-linear instrument drift that is fitted. The bottom panel shows the remainder after removing drift,
together with its standard deviation in Pa (100 Pa = 1 hPa = 1 mbar). Reproduced from Hughes et al. (2013). Despite the success of this method, it would be nice to have a more
straightforward means of monitoring bottom pressures without the
need for drift corrections. As Fig. 19 shows, the present technology
works well apart from the exponential-plus-linear drift, so all that is
needed is a small number of measurements without drift to correct this. Another proposed system is the use of a reference pressure in a
closed chamber, together with a differential pressure sensor (Gennerich
and Villinger, 2015). The targeted trend accuracy is 0.1 mbar yr−1,
which would be a major step forward, but the instrument currently
exists in concept only. We would like to encourage these developments, and other in-
itiatives to measure ocean bottom pressures. The required precision and
stability is of order
−
10 7–
−
10 8 over a year or longer, if we are aiming at
0.1 mbar (1 mm) in depths of 1000–5000 m. Perhaps a method using
fluids rather than crystals would avoid the unknown source of the drift
in the quartz crystal sensors presently used? Perhaps some optical
technique could provide a better solution? Although the technology is
improving, we are still using essentially the system that was developed
in the 1970s, it may be time to explore new options. One possibility has been put forward by Sasagawa and Zumberge
(2013), who use a known weight acting over a known area to produce a
reference pressure at intermittent times. They claim a precision of
1.16 mbar per calibration point, which can reach our required precision
if sufficient (order 10 or more) calibrations can be made per deploy-
ment. 6.3. Final thoughts To summarise, continental slope bottom pressure measurements can
make an extremely valuable contribution to a Global Ocean Observing
System, monitoring basin-scale dynamics uncontaminated by the me-
soscale variability which dominates most other measurements, and al-
lowing for measurement of the AMOC. This is possible with current
technology if we combine bottom pressure recorders with near-bottom
density and current measurements, and are willing to sacrifice the less
dynamically-interesting depth-independent mode (though a combina-
tion of altimetry and a full-depth mooring, plus bottom pressure re-
corders, could also provide this mode to about 1–2 mbar accuracy,
permitting monitoring of variations in the Arctic throughflow plus
precipitation minus evaporation, though only with an accuracy of a few
sverdrups). Future developments may make direct measurements of
bottom pressure more accessible, and these should be encouraged, but
an important start can be made with the present technology. Though
the accuracies required may seem daunting, these are simply a reflec-
tion of assuming a 1 sverdrup target accuracy, together with an
equivalence of 1 mbar to 1 sverdrup per kilometre at mid latitudes (the
pressure signals reduce, and hence the required accuracy increases, at
low latitudes). Any system which aims for 1 Sv transport accuracy is
implicitly determining bottom pressure at the 1 mbar level. It would
seem sensible to make that accuracy an explicit aim, to be sure we are
not fooling ourselves when we consider how well the ocean state is
monitored. The main thing to note is that, just as with light, there is no way to
infer the spectrum from the colour, since many different spectra are
consistent with the three weighted averages which determine a given
colour. Only the forward calculation can be done, to find the colour
given a particular spectrum. This is how we produce the different
colour bars on the plots in Figs. 1–5. A particular shape of spectrum is
chosen, and various parameters changed, with the resulting colour
plotted as a function of those varying parameters. In the first three colour bars, the chosen spectrum is a Gaussian as a
function of period (i.e. a Gaussian Spectral Power Distribution, as de-
scribed in the appendix of Hughes and Williams (2010)). The two
varied parameters are the period of the peak (x-axis), and the overall
brightness (y-axis). 6.3. Final thoughts Thus, the first colour bar shows the intense colours
which result from a sharply-peaked spectrum peaking at different per-
iods, the second shows the same for a broader Gaussian, and the third
for a still broader Gaussian (the white lines show the actual Gaussian
for a particular period). The fourth colour bar shows the colours for particular power laws,
i.e. spectra in which power is proportional to frequency raised to
powers in the range −4 to 0. Again, the y-axis represents varying
overall brightness. In this case the colours range smoothly from orange-
red, through grey-white near a power of −2, to blue at power zero. Note that we do not generally expect steep power laws (−2 or below)
to persist to the lowest measured frequencies (there are great difficul-
ties with calculating spectra if they do). However, the mapping to
colour is only sensitive to our chosen range of periods from 2 to
24 weeks, so the power law only need extend over this range to dom-
inate the colour. In an unfortunate clash of terminology, it turns out
that broadband white light has what is usually referred to as a “red”
spectrum, with power spectral density proportional to frequency raised
to the power −2. As a result, such “red” spectra appear in these spectral
colour plots as a grey scale (the Wortham and Wunsch (2014) spectrum
is “red” in the 2–24 week period range, and hence appears as grey). Similarly, a “white” spectrum (power spectral density independent of 6.2. Achieving the accuracy required However, although a recent deployment of two instruments de-
monstrated a clear improvement of the drift, almost eliminating the
exponential part and significantly reducing the linear trend, a re-
maining, mostly linear trend difference between the instruments re-
mained (Sasagawa et al., 2016), amounting to about 5 mbar after
1.5 years. This is very good progress, but not quite at the required ac-
curacy yet. Finally, if we did have a very stable pressure sensor, this would then
bring into focus the fact that the seafloor itself is not perfectly stable. Secular vertical land motions of order 1 mm yr−1 are a very familiar 43 Progress in Oceanography 161 (2018) 19–46 C.W. Hughes et al. Supercomputing Service (http://www.archer.ac.uk). ATB and JW
would like to acknowledge the support of the European Union’s
Horizon 2020 research and innovation program under grant agreement
No. 633211 (AtlantOS). We would also like to thank the two reviewers
for their careful reading and constructive comments. The research
materials supporting this publication can be accessed by contacting the
corresponding author. feature to those working with tide gauges, and much larger values can
be found in tectonically-active areas (indeed, the aim of several bottom
pressure measurement experiments has been to measure motion of the
seafloor, not ocean dynamics). There is no equivalent of Global
Navigation Satellite Systems like GPS to monitor the seafloor, so for the
present we would have to rely on placement of instruments in stable
positions, and/or accurate models of vertical land movement. In fact, it
is not the geometrical motion that is relevant for ocean dynamics, but
the motion relative to geopotential surfaces: what we need to know is
what level the instrument is at, which involves knowing the Earth’s
gravity field. Satellite data can help with this, but an intriguing possi-
bility for the future may be the use of highly accurate optical clocks. These are now approaching an accuracy of
−
10 18 (Margolis, 2014). General relativity predicts that a change in geopotential height causes a
clock to run faster if it is raised through a height δh by a factor of
approximately gδh c
/ 2, where c is the speed of light. The factor g c
/ 2 is
about
−
10 16, meaning that a clock accuracy of
−
10 18 would make it
possible to measure level differences of 1 cm. Appendix A. Interpreting the colour spectrum plots The colour spectrum plots in Figs. 1–5 are designed to give a qua-
litative representation of the different spectra at each point in the
ocean, in a manner that can be naturally interpreted. We do this by
exploiting the way the eye interprets spectra of light. In a person with normal vision, three numbers are sufficient to
describe any colour including its brightness, because the eye has three
different colour-sensitive receptors with different ranges of sensitivity. Thus, the eye is only sensitive to these three different weighted
averages of the visible spectrum. A particular perceived colour can be
produced from many different spectra. For example, the “sodium or-
ange” of many old street lamps is produced by a spectrum dominated by
a very narrow band at about 590 nm wavelength, but the same per-
ceived colour can be produced by a combination of red and yellow
light. The vertical land movement problem is only an issue for direct
measurement of bottom pressure (or satellite gravity measurements,
where it becomes a rather different issue). For the indirect methods,
either altimetry plus a tall mooring or the Stepping Method, precise
positioning of the instruments in the ocean is not a major issue and it
suffices to know depths to a few metres. The details of how we calculate colours from a spectrum are given in
the appendix to Hughes and Williams (2010), and we use exactly the
same parameters here except that we divide by a ten times smaller
normalizing factor of
×
1.6
105 in the bottom pressure plots, in order to
make them brighter (note however that there is an error in that ap-
pendix: the matrices given as A4 and A5 are both transposed). In this
appendix we describe in more detail how to interpret the colours and
the scales attached to the figures in this paper. 6.2. Achieving the accuracy required The technological chal-
lenges may be formidable, but there is nothing which cannot be over-
come in principle. feature to those working with tide gauges, and much larger values can
be found in tectonically-active areas (indeed, the aim of several bottom
pressure measurement experiments has been to measure motion of the
seafloor, not ocean dynamics). There is no equivalent of Global
Navigation Satellite Systems like GPS to monitor the seafloor, so for the
present we would have to rely on placement of instruments in stable
positions, and/or accurate models of vertical land movement. In fact, it
is not the geometrical motion that is relevant for ocean dynamics, but
the motion relative to geopotential surfaces: what we need to know is
what level the instrument is at, which involves knowing the Earth’s
gravity field. Satellite data can help with this, but an intriguing possi-
bility for the future may be the use of highly accurate optical clocks. These are now approaching an accuracy of
−
10 18 (Margolis, 2014). General relativity predicts that a change in geopotential height causes a
clock to run faster if it is raised through a height δh by a factor of
approximately gδh c
/ 2, where c is the speed of light. The factor g c
/ 2 is
about
−
10 16, meaning that a clock accuracy of
−
10 18 would make it
possible to measure level differences of 1 cm. The technological chal-
lenges may be formidable, but there is nothing which cannot be over-
come in principle. Progress in Oceanography 161 (2018) 19–46 Progress in Oceanography 161 (2018) 19–46 frequency, index 0) appears as an intense blue. Clim. 27, 6439–6455. http://dx.doi.org/10.1175/JCLI-D-13-00052.1. Dieng, H.B., Palanisamy, H., Cazenave, A., Meyssignac, B., von Schuckmann, K., 2015. The sea level budget since 2003: inference on the deep ocean heat content. Surv. G
h
36 209 229 h
d d i
10 100
10 12 01
9314 6 A third spectral shape was used in the generation of Fig. 1b of
Hughes and Williams (2010). In that case the spectra were modelled as
two power laws: zero for low frequencies, and −4 for high frequencies,
with the varying parameter being the period at which the switch be-
tween power laws occurs. This was designed to represent an extreme
version of sea level spectra like those in Fig. 6, many of which show
very steep power laws at high frequency and much gentler power laws
at low frequency, with a sharp transition at a period related to the
shortest baroclinic Rossby wave period. The range of colours produced
with that spectral shape was very similar to that in our second colour
bar, for periods shorter than 100 days (i.e. the more intense reds were
absent, as they are in the power law colour bar). Geophys. 36, 209–229. http://dx.doi.org/10.1007/s10712-015-9314-6. y
g
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and geostrophy. J. Phys. Oceanogr. 33, 822–839. http://dx.doi.org/10.1175/1520- Egbert, G.D., Ray, R.D., 2003. Deviation of long-period tides from equilibrium: kinematics
and geostrophy. J. Phys. Oceanogr. 33, 822–839. http://dx.doi.org/10.1175/1520-
0485(2003)33<822:DOLTFE>2.0.CO;2. Dussin, R., Barnier, B., Brodeau, L., 2014. The Making of Drakkar Forcing Set DFS5. DRAKKAR/MyOcean Rep. 05-10-14, LGGE, Grenoble, France. Elipot, S., Hughes, C., Olhede, S., Toole, J., 2013. Coherence of western boundary pres-
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13-026.1. Looking at the relationship between spectrum and colour, we can
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seagoing and engineering teams who played a large role in the RAPID-
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Stepanov, V., Hughes, C.W., 2006. Propagation of signals in basin-scale ocean bottom 46
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V AGNER B ERNAL B ARBETA ; R ENATO F. J ARDIM
Artigo
METAIS, ISOLANTES E TRANSIÇÕES
DE FASE METAL-ISOLANTE
Embora muito progresso tenha ocorrido no entendimento
Although much progress has been observed in
dos fenômenos relacionados ao processo de condução
understanding the electronic conduction
eletrônica, particularmente após o desenvolvimento da
mechanisms in crystalline solids, specially after the
mecânica quântica, vários aspectos básicos ainda não são
development of quantum mechanics, many basic
plenamente compreendidos. A principal razão para isso é o
issues are, at present, not fully clear. The main
fato de os modelos necessários para se descrever estas
reason is that the models needed to describe this
situações físicas envolverem um problema de muitos corpos
phenomenon involve an interacting many-body
interagentes. Um dos assuntos que tem se mostrado
problem. One of the research fields that has
bastante complexo para o seu estudo é o de sistemas que
shown an intense activity involves compounds
apresentam uma transição entre uma fase condutora
that undergo an electronic phase transition from
(metálica) e uma fase isolante ou semicondutora. Estas
a metallic to an insulating or semiconducting
transições de fase, genericamente chamadas de transições
state. The so-called metal-insulator transitions,
do tipo metal-isolante, têm sido estudadas de forma
observed in a large family of oxides, attracted the
extensiva, particularmente em óxidos e em sulfetos. Além
attention of many researchers specially after the
do interesse científico no estudo desses materiais, existe um
observation of superconducting properties in
grande interesse tecnológico, motivado especialmente pela
some of these compounds. Besides the possibility
observação de propriedades supercondutoras em altas
of finding superconductivity, many other features
temperaturas em algumas famílias de óxidos. Além disso, a
make these systems technologically interesting.
possibilidade de se modificar as propriedades de condução
Modification of the electrical conduction
elétrica através de variação de parâmetros termodinâmicos
properties with thermodynamic parameters like
como temperatura, pressão e campo magnético, abre
temperature, pressure and magnetic field, makes
grandes perspectivas para o uso destes compostos na
these compounds also suitable for the
construção de sensores. Pretende-se com este artigo realizar
development of many types of sensors. This article
uma breve descrição a respeito dos modelos de condução
is intended to briefly review the main electronic
elétrica, discutindo-se ainda em que situações um portador
conduction models and some of the situations
de carga itinerante pode se tornar localizado, ou seja,
where an itinerant charge carrier become
levando um composto a apresentar uma transição de fase
localized, i.e., show a metal-insulator transition.
do tipo metal-isolante. Será analisado particularmente o
The specific situation of transition metal oxides
caso de óxidos de metais de transição.
will be detailed.
VAGNER BERNAL BARBETA - Professor do Departamento de
Física do Centro Universitário da FEI
RENATO F. JARDIM - Professor do Departamento de Física dos
Materiais e Mecânica da Universidade de São Paulo
50
P E S Q U I S A & T E C N O LO G I A F E I - Nº 28
Palavras-chave: teoria de bandas,
transição metal-isolante, óxidos de
metais de transição.
Keywords: band theory, metal insulator
transition, transition metal oxides.
METAIS, ISOLANTES E TRANSIÇÕES DE FASE METAL-ISOLANTE
Introdução
Uma das formas de se agrupar
os materiais pela observação de sua
condutividade elétrica, separandoos em dois grandes grupos: os metais
e os isolantes, incluindo-se neste
último os semicondutores. Os
metais, ou condutores, têm atraído
desde há muito tempo o interesse
dos cientistas e diversos modelos
físicos foram criados para explicar
os processos de condução elétrica
nesses materiais.
Os compostos metálicos são
aqueles que apresentam uma baixa
resistividade elétrica, ou seja, alta
condutividade elétrica. Tipicamente
um metal possui uma resistividade
que varia entre 10-2 e 10-6 !cm. Além
de possuírem uma boa condutividade elétrica são também bons
condutores de calor, já que os
portadores de carga (em geral
elétrons livres) que promovem a
condução elétrica também auxiliam
o processo de condução térmica. Por
esse motivo, os termos metal e
condutor (de eletricidade e de calor)
são utilizados como sinônimos em
diversos textos, inclusive neste. Além
de elementos químicos como
alumínio, cobre, estanho e ouro,
entre outros, diversos óxidos e
sulfetos também podem ser classificados como materiais metálicos.
Entre eles pode-se citar o TiO, CrO2,
NbO, RuO2, ReO3, TiS, CoS2 e CuS2.
Os isolantes e semicondutores
são materiais que apresentam uma
grande resistividade elétrica, com
valores da ordem de 103 a 1017 !cm.
A resistividade elétrica desta classe
de materiais normalmente decresce
com o aumento da temperatura.
Além dos elementos como o silício e
o germânio, encontram-se neste
grupo materiais como o NiO, CoO,
MnO, Fe2O3, Cr2O3, MnS, FeF2, MnS2
e o CuO.
Uma outra categoria de compostos apresenta um comportamento
metálico em uma faixa de tempera-
tura e um comportamento isolante
em outra, ou seja, apresenta uma
transição de fase metal-isolante,
podendo-se citar como exemplos o
V2O3, VO2, VO, V6O13, Ti2O3, NbO2,
Fe2O4, V3O5, V4O7, Ti3O5, NiS, CrS e
o FeS.
O primeiro modelo a explicar
com relativo sucesso o processo de
condução elétrica em metais foi
proposto por P. Drude [1], no início
do século XX. No modelo de Drude
os elétrons de condução são imaginados como constituindo um “gás”
de partículas livres e independentes,
e a estas partículas foram aplicados
conceitos semelhantes àqueles
utilizados na teoria cinética dos
gases. Um dos grandes sucessos do
modelo de Drude foi prever com
enorme concordância a lei de
Wiedemann-Franz, que estabelece a
relação entre as condutividades
térmica e elétrica, o que se verificou
mais tarde ter sido resultado de um
erro de cálculo cometido por Drude.
Porém, este modelo é falho, não
sendo capaz de explicar diversas
observações experimentais [2].
O modelo de Sommerfeld [3], o
qual incorporou elementos da
mecânica quântica, resolveu parcialmente as falhas do modelo de
Drude. A grande diferença entre
estes modelos é que o modelo de
Sommerfeld considera que os elétrons formam um “gás” de férmions,
ou seja, partículas com spin semiinteiro e que obedecem, portanto, ao
princípio de exclusão de Pauli. Com
essa modificação Sommerfeld pôde
explicar, por exemplo, a contribuição
dos elétrons livres ao calor específico, que era erroneamente prevista
pelo modelo de Drude, embora
outras falhas continuassem a existir,
como a não previsão do efeito Hall
positivo. É interessante notar que o
modelo de Sommerfeld, assim como
o de Drude, é considerado como um
modelo clássico de condução, já que
para a descrição do comportamento
dinâmico dos elétrons não se consi-
deram os princípios da mecânica
quântica.
A incorporação, de forma definitiva, da mecânica quântica ao
estudo dos metais ocorreu com o
desenvolvimento de modelos de
elétrons quase livres, como no
chamado modelo de bandas,
introduzido por Wilson em 1931 [4].
No modelo de bandas existem faixas
de valores de energia (bandas),
dentro das quais a energia do elétron
deve se encontrar, existindo regiões
de energia proibida (gaps) separando
essas regiões de energias permitidas.
As propriedades de transporte dos
materiais estão ligadas às energias
dessas bandas e à maneira como elas
são preenchidas. A introdução do
conceito de bandas de energia, além
de melhor explicar o porquê da
existência de sistemas metálicos e
isolantes, permitiu entender o comportamento de outra classe de materiais, os chamados semicondutores,
cuja resistividade diminui muito
rapidamente com o aumento da
temperatura [2, 5].
Embora tenha apresentado
grande sucesso para a explicação
das propriedades de transporte
eletrônico e seja a base para o
entendimento do comportamento de
diversos sistemas metálicos, isolantes e semicondutores, a teoria de
bandas também apresenta falhas
quando aplicada a certos compostos.
É interessante notar, por exemplo,
que materiais aparentemente
semelhantes como o MnO (isolante)
e TiO (condutor), ambos como a
mesma estrutura cristalina e
portanto devendo apresentar o
mesmo esquema de bandas de
energia, possuem comportamentos
bastante distintos, variando a
resistividade entre eles por um fator
de cerca de 1020.
A explicação para esse tipo de
comportamento foi feita, em 1949,
por Mott [6]. Segundo Mott, o estado
isolante pode ocorrer em um sistema
que a priori seria metálico, se for
P E S Q U I S A & T E C N O L O G I A F E I - Nº 28
51
Artigo
levado em conta o efeito do potencial
coulombiano resultante da transposição de um elétron “livre” para
um sítio já ocupado por outro elétron
“livre”. Nesse caso, existirá uma
força de atração coulombiana U
entre a carga removida e o respectivo
“buraco” criado na região onde este
se encontrava, formando uma quasepartícula de nome éxciton. Esta
quase-partícula não é livre e o estado
metálico pode ser obtido se esse
potencial coulombiano for mascarado, através do aumento do número
destas quase-partículas acima de um
certo valor crítico. Ou, pensando de
uma forma distinta, abaixo de um
certo valor crítico de elétrons portadores de carga, o efeito do potencial
coulombiano deixa de ser mascarado
e os elétrons, que seriam livres, ficam
ligados a seus buracos, formando um
éxciton, que não pode participar do
processo de condução elétrica. O que
se verifica, na visão proposta por
Mott, é que em alguns sistemas não
se pode considerar os elétrons como
independentes, ou seja, não se pode
negligenciar a correlação elétronelétron, já que nesses casos é ela
quem irá determinar as propriedades
de transporte eletrônico do sistema.
Neste caso, a descrição deixa de ser
a de um gás de férmions (partículas
independentes) para ser dada por um
líquido de férmions (partículas
interagentes).
Na formulação de Mott encontra-se embutida a possibilidade de
um sistema isolante tornar-se metálico se houver algum parâmetro
externo que venha a ser variado e que
faça com que o número de éxcitons
seja maior do que o valor crítico de
mascaramento do potencial. Acima
deste valor crítico os portadores de
carga tornam-se livres e a sua quantidade deve crescer muito rapidamente, o que deve ocasionar uma
transição de fase de primeira ordem.
Ao longo dos anos foram descobertos diversos tipos de sistema
que apresentam transições de fase
52
P E S Q U I S A & T E C N O LO G I A F E I - Nº 28
metal-isolante. Em certos casos o
estado isolante ocorre devido a
outros efeitos que não aquele
proposto originalmente por Mott,
como, por exemplo, no caso de
isolantes do tipo “transferência de
carga”. O estudo das transições de
fase metal-isolante é, portanto,
bastante profícuo, e as razões pelas
quais tais transições ocorrem em
alguns tipos de compostos ainda não
são plenamente compreendidas.
Para o estudo de tais sistemas
costuma-se fazer alterações em um
ou mais parâmetros termodinâmicos
(como pressão e temperatura),
realizar a introdução de desordem,
ou alterar o grau de interação
elétron-elétron ou elétron-rede,
como forma de se verificar como
estes parâmetros influenciam as
propriedades de transporte e a
transição entre as duas fases
eletrônicas.
Modelos clássicos de
condução elétrica
Pouco tempo após a descoberta
do elétron por J. J. Thomson em
1887, P. Drude propôs um modelo
para o entendimento do comportamento metálico. Em seu modelo,
um condutor pode ser entendido
como sendo composto de uma série
de íons positivos, imóveis, em torno
dos quais se encontra uma nuvem de
elétrons móveis [1]. Estes elétrons
móveis, chamados também de
elétrons de condução, são aqueles
que se encontram menos ligados ao
núcleo dos átomos. Eles formam um
gás de partículas onde são negligenciadas as interações elétron-íon
e elétron-elétron, ou seja, os elétrons
são livres e independentes. O único
mecanismo de interação que se
considera é o eventual espalhamento
dos elétrons de condução pelos
núcleos (íons), através de choques
semelhantes ao de esferas rígidas.
Com isso é possível utilizar as idéias
da teoria cinética dos gases, com a
diferença de que num gás o choque
ocorre entre as partículas do próprio
gás, enquanto neste modelo de
condução eletrônica o choque é
entre as partículas do gás de elétrons
com os íons fixos.
O processo de equilíbrio térmico
é estabelecido, portanto, através do
choque dos elétrons de condução
com os íons da redondeza, fazendo
com que após a colisão o elétron
tenha uma velocidade que seja
compatível com a temperatura na
região. A distribuição estatística de
velocidades assim obtida deve seguir
a mesma de um gás de partículas,
isto é, deve seguir a distribuição de
Maxwell-Boltzmann.
No modelo de Drude, a
r
densidade de corrente j , que se
estabelece
r quando um campo
elétrico E é aplicado, pode ser
escrita como:
r ne 2l r
j =
E
mv0
sendo n a densidade de elétrons
(quantidade de elétrons por unidade
de volume), e a carga do elétron, l o
livre caminho médio (distância
média percorrida entre colisões
sucessivas), m a massa do elétron e
v0 a velocidade média estimada por
Drude a partir da distribuição de
Maxwell-Boltzmann (dependente da
temperatura T) e que é dada por:
1
" 8k T % 2
v0 = $$ B ''
# m( &
Ou seja, a resistividade ) pode
ser escrita como:
)=
mv0
ne 2l
Uma das previsões mais impressionantes da teoria de Drude foi a
explicação da lei empírica de
Wiedemann-Franz, a qual estabelece
que a razão entre a condutividade
térmica k e a condutividade elétrica
* e = 1 / ) é diretamente proporcional
à temperatura, sendo a constante de
proporcionalidade aproximada-
METAIS, ISOLANTES E TRANSIÇÕES DE FASE METAL-ISOLANTE
mente a mesma para uma ampla
variedade de metais (cerca de
2,45x10"8 W!/K2). Posteriormente,
observou-se que os cálculos realizados por Drude continham um fator
dois errado, o que fazia com que seu
modelo não apresentasse a concordância que se acreditava possuir [2].
O modelo prevê ainda uma
contribuição eletrônica ao calor
específico de (3/2)kB por elétron, o
que não é observado experimentalmente. Nas medidas de efeito Hall,
realizadas em alguns materiais, é
obtido um sinal diferente daquele
esperado teoricamente (o chamado
efeito Hall positivo). Além disso, a
variação da resistividade elétrica
com a temperatura, para altas temperaturas, também é erroneamente
prevista, pois segundo o modelo )
deve variar com T 1/2 , enquanto
experimentalmente observava-se
uma variação linear.
Com o desenvolvimento da
mecânica quântica, o modelo de
Drude foi superado. Sommerfeld [3]
foi o primeiro a propor um outro
modelo, que em essência era muito
semelhante àquele proposto por
Drude. Considerou, porém, que os
elétrons livres devem obedecer ao
princípio de exclusão de Pauli, ou
seja, que duas partículas do gás de
elétrons não podem ocupar o mesmo
estado quântico. Assim, a distribuição de Maxwell-Boltzmann (MB)
para as velocidades após o choque
deve ser substituída pela distribuição de Fermi-Dirac (FD) fFD (+ ) ,
mostrada abaixo, a qual nos fornece
a probabilidade de um estado com
energia + se encontrar ocupado.
fFD (+ ) =
1
e
(+ , µ ) / kBT
+1
onde µ é o potencial químico do
material, que é função da temperatura T. Na temperatura de zero
absoluto µ = + F , sendo + F (energia
de Fermi) o valor da máxima energia
que um elétron livre de um metal
pode ter em T = 0 K.
É interessante notar que na
distribuição de Maxwel-Boltzmann
fMB (+ ) = Ae ,+ / kBT , em T = 0 K, a
energia dos elétrons é estritamente
nula, aumentando a quantidade de
partículas com energia diferente de
zero à medida que a temperatura
aumenta. No caso da distribuição de
FD, a T = 0 K, todos os valores de
energia estarão ocupados até o
limite de + = + F . Assim, no caso da
distribuição de FD, a velocidade
média dos elétrons a uma dada
temperatura é muito maior do que
aquela obtida por Drude usando a
distribuição de MB. Deste modo,
enquanto que para Drude o livre
caminho médio l esperado era da
ordem da distância interatômica a,
para o modelo de Sommerfeld
obtinha-se l ~ 100 a.
Deve-se observar que a troca da
distribuição de MB pela distribuição
de FD faz com que o modelo
continue sendo essencialmente
clássico, sendo os elétrons livres
ainda considerados como partículas
que são espalhadas pela rede
cristalina e que não interagem entre
si. O modelo de Sommerfeld, no
entanto, permite a solução de alguns
problemas que a teoria de Drude
apresenta, como o fato de prever
erroneamente um alto valor para a
contribuição eletrônica do calor
específico.
Embora os chamados modelos
clássicos de elétrons livres (Drude e
Sommerfeld) tenham sucesso na
explicação dos efeitos de condução
elétrica e condução térmica de vários
sistemas, apresentam também uma
série de falhas. Entre os problemas
mais notáveis, pode-se destacar:
!
não explicam como a resistividade elétrica varia para
diferentes tipos de materiais;
!
não prevêem corretamente
como é a variação das propriedades de transporte
elétrico com a temperatura e
nem a variação destas com a
pressão;
não explicam porque alguns
materiais são isolantes e
outros condutores. Por exemplo, o diamante e o grafite são
formados de carbono e, no
entanto, um deles é isolante e
o outro condutor;
!
não são capazes de explicar o
efeito Hall positivo.
Muitas das dificuldades teóricas
impostas pelo modelo de Drude, e
posteriormente pelo modelo de
Sommerfeld, só foram efetivamente
resolvidas com a incorporação, de
forma definitiva, das idéias da
mecânica quântica. O chamado
modelo de bandas [4, 5], baseado na
existência de níveis de energia
quantizados nos átomos e no fato de
os elétrons terem um comportamento ondulatório, levou ao abandono
dos modelos clássicos de condução
elétrica, embora em muitas situações
eles continuem a ser usados, por
fornecerem uma boa descrição
qualitativa de diversos sistemas
metálicos.
!
O modelo de bandas
O modelo de bandas foi proposto
a partir dos desenvolvimentos da
mecânica quântica. Neste caso, o
estado de uma partícula qualquer
deve ser descrito em termos de um
conjunto de números quânticos, a
partir dos quais as propriedades do
estado dessa partícula podem ser
obtidas.
Considere-se um sólido cristalino qualquer, formado por uma série
de átomos dispostos de forma
regular. Para se entender como
podem ser dispostos os elétrons que
compõem os átomos deste sólido é
preciso resolver a equação de
Schroedinger para cada um deles. A
partir da solução desta equação, é
possível obter as funções de onda que
descrevem as propriedades dessas
partículas, assim como as energias
associadas a elas. Este tipo de
problema é bastante complexo, até
P E S Q U I S A & T E C N O L O G I A F E I - Nº 28
53
Artigo
mesmo para um átomo isolado,
tendo sido desenvolvidos diversos
métodos para a realização destes
cálculos de forma aproximada.
Uma abordagem possível é
considerar um conjunto muito
grande de átomos do mesmo tipo
muito afastados entre si, de modo
que cada um não interaja com os
outros. Neste tipo de situação os
elétrons de cada um dos átomos
poderão ser descritos por um mesmo
conjunto de números quânticos e
cada um deles terá o mesmo
diagrama de níveis de energia, que
pode ser obtido por métodos
numéricos. Ao serem aproximados
dois átomos, estes passam a interagir
entre si e os níveis de energia do
sistema composto por esses dois
átomos modificam-se, de forma a
atender ao princípio de exclusão de
Pauli. Assim, estes átomos isolados,
ao serem aproximados uns dos
outros para se formar uma rede
cristalina, apresentam níveis de
energia distintos, fazendo com que
um nível de energia do átomo isolado
seja dividido em N níveis de energia
muito próximos, sendo N o número
de átomos da rede. O que era um
conjunto de átomos isolados, cada
um descrito pelo mesmo diagrama
de níveis de energia, passa a ser um
sistema de átomos que interagem,
que não são mais descritos por níveis
e sim por bandas de energia, com
valores de energia dentro de uma
banda muito próximos uns dos
outros, de modo que este diagrama
parece ser contínuo. Quanto menor
for a distância interatômica, maior
será a largura que se observa nas
bandas de energia. A figura 1 mostra
uma representação da abertura dos
níveis e energia quando ocorre a
diminuição da distância interatômica, onde se observa a formação
de bandas de energia e de um gap de
energia proibida. Este tipo de abordagem é utilizado em um método de
cálculo de estruturas eletrônicas
chamado de Tight Binding [5].
54
P E S Q U I S A & T E C N O LO G I A F E I - Nº 28
Fig. 1 – Bandas de energia em um cristal
com a variação da distância interatômica
A altura da barreira de potencial
a ser vencida pelos elétrons mais
internos para que estes saiam de um
átomo e se desloquem para outro é
tão grande quando comparada com
a sua energia, que a probalidade
destes elétrons passarem (tunelarem)
para um átomo vizinho é extremamente pequena. Por este motivo,
os elétrons mais internos podem ser
considerados como sendo localizados e suas funções de onda são,
basicamente, as mesmas que aquelas
obtidas considerando-se os elétrons
pertencentes a um átomo isolado.
Por outro lado, os elétrons mais
externos podem ter energia maior
que a barreira de potencial a que
estão sujeitos e por isso podem
movimentar-se pela rede cristalina.
São estes elétrons mais externos os
responsáveis pela maioria das
propriedades coletivas dos sólidos
cristalinos, tais como condutividade
térmica, condutividade elétrica, etc.
Quando a banda mais externa
está completamente cheia, ela é
chamada de “banda de valência”;
este é o caso de materiais isolantes
(que são também chamados de
isolantes de banda). Por outro lado,
se a banda mais externa está
semipreenchida, ela é chamada de
“banda de condução”; este é o caso
de materiais condutores. Note que,
se por alguma razão, a distância
interatômica de um cristal for
diminuída, a última banda completamente preenchida de um isolante
pode se superpor à banda seguinte,
que se encontrava completamente
vazia, formando assim uma nova
banda semipreenchida e o material
deixará de apresentar um comportamento isolante, passando a
apresentar um comportamento
condutor.
Uma abordagem alternativa
para a descrição quântica de um
metal cristalino é resolver a equação
de Schroedinger para um determinado elétron da camada mais externa. Se este for considerado livre, a
existência de bandas de energia não
é observada e os resultados são
aqueles obtidos por Sommerfeld.
Assim, em um modelo de elétrons
livres, a relação de dispersão
(relação entre a energia + e o vetor
de onda k) é parabólica e é dada por:
+=
p2
2m
sendo h =
=
h 2k 2
h
2(
2m
(h é a constante de
Planck), m a massa do elétron e
k=
p
h
O modelo apresentado anteriormente pode ser melhorado quando
considerado o efeito do potencial
periódico da rede cristalina ao qual
o elétron está sujeito, resultando
assim em um elétron quase livre. Um
resultado importante que se obtém
neste caso é o surgimento natural de
regiões de
r energia proibida, quando
o vetor k (definido a seguir) estiver
próximo a certos valores, chamados
de limites das zonas de Brillouin.
Deste modo, bandas de energia são
formadas e, conforme proposto por
Wilson [4], o esquema de preenchimento destas bandas é quem irá
determinar as propriedades de
condução do material cristalino.
A função de onda do elétron
quase-livre será dada, conforme o
teorema de Bloch [7], por uma
função de onda de uma partícula
livre multiplicada por uma função
moduladora u(x,y,z), que possui a
mesma periodicidade da rede
METAIS, ISOLANTES E TRANSIÇÕES DE FASE METAL-ISOLANTE
embora classicamente o elétron
devesse continuar sendo acelerado à
medida que k aumenta. Isso é semelhante a imaginar que a partícula
tem massa positiva, porém a carga
do elétron tenha um sinal contrário,
ou seja, positivo. Neste caso, o sistema se comporta como se o portador
de carga fosse uma carga positiva.
Isto explica a possibilidade dos
portadores de carga serem elétrons
ou buracos, dependendo de como a
banda se encontra preenchida
(pouco ocupada ou muito ocupada).
Fig. 2 – Relação de dispersão obtida para um elétron quase livre, sujeito a um
potencial periódico.
cristalina. Isto é, a função de onda
- k ( x, y, z) do elétron será dada por:
r r
- k ( x, y, z) = u( x, y, z).e ik .r
r
O vetor k , embora semelhante
ao vetor que define o momento de
um elétron no modelo de
Sommerfeld (modelo de elétron
livre), não possui o mesmo significado. Neste caso k é um número
quântico que descreve o estado em
que um elétron de Bloch pode se
encontrar e não representa o
momento do elétron.
A energia total do elétron quaselivre não é apenas cinética, mas
possui também um termo potencial,
devido à rede, fazendo
assim com
r
que a energia
de
um
elétron no
+
(
k
)
r
estado k dependa do potencial na
região onde o elétron se encontra. A
expressão da relação de dispersão
será, portanto, mais complicada que
a obtida para o caso de um elétron
livre (relação de dispersão parabólica) e possuirá descontinuidades
quando k = n(/a. No entanto, exceto
quando as energias sejam tais que k
se aproxime dos valores k = n(/a, o
elétron poderá movimentar-se
praticamente livre, sem perceber o
efeito da rede cristalina, comportando-se de forma semelhante a um
elétron realmente livre (relação de
dispersão parabólica). A figura 2
apresenta a relação de dispersão de
um elétron quase-livre, para o caso
unidimensional, onde se observam
os gaps de energia quando k = n(/a.
Considerando-se apenas uma
dimensão, como, por exemplo, a
direção x, a velocidade de grupo vx
da onda associada ao portador de
carga pode ser dada por:
vx =
df
d (1 / . )
Sendo f = + / h e . = 2 ( / kx , é
possível escrever vx como sendo dado
por:
vx =
1 /+
h /kx
Pode-se, portanto, escrever que
a aceleração ax, à qual está sujeito o
elétron em uma dada direção, que
será dada por:
ax =
dv x
dt
=
1 d 2+ dkx
h dkx2
dt
=
1 d 2+
h 2 dkx2
Fx
É possível definir uma massa
efetiva m* para o sistema pela relação:
1
m*
Fig. 3 – Curva de dispersão com as diferentes
regiões de comportamento eletrônico.
=
ax
Fx
=
1 d 2+
h 2 dkx2
ou seja, pela mudança da concavidade da curva de dispersão (+
versus k), pode-se ter uma massa
efetiva m*, que será positiva ou
negativa. Assim, ao ser analisada a
curva de dispersão, mostrada na
figura 3, observam-se duas regiões
de comportamento distinto: na
região I tem-se que v cresce à medida
que k aumenta; na região II, v
decresce quando k aumenta.
Portanto, a região II se comporta
como se o sistema tivesse uma massa
negativa, pois a velocidade diminui
A densidade de corrente devido
a um elétron pode ser obtida a partir
da velocidade de grupo da onda
associada a ele. Portanto, a densidade de corrente será dada por:
j x = , ev x = ,
e /+
h /kx
No caso tridimensional, a
expressão acima pode ser escrita
como:
r
e r
j = , 0 k+
h
A densidade de corrente total
será então dada pela soma sobre
todos os estados ocupados da contribuição de cada elétron. Quando
todos os estados estão completamente preenchidos (banda cheia),
para cada contribuição ao longo de
uma certa direção, existe uma
contribuição igual com sinal oposto,
o que leva a uma densidade de
corrente líquida nula. Ou seja, se
uma banda estiver completamente
preenchida, a corrente total será
P E S Q U I S A & T E C N O L O G I A F E I - Nº 28
55
Artigo
nula, pois para cada elétron viajando
em uma dada direção (kx positivo),
existe outro com mesma velocidade
viajando na direção oposta (k x
negativo). Por outro lado, se uma
banda se encontra parcialmente
ocupada, mais elétrons podem estar
viajando em uma direção do que na
direção oposta, o que irá resultar em
uma corrente líquida no sistema.
Considerando-se a curva de dispersão, haverá uma assimetria nos
valores de k assumidos pelos
elétrons, ou seja, mais elétrons terão
o valor de kx > 0 do que o contrário
(ou vice-versa). É por este motivo que
bandas completamente preenchidas
não podem contribuir para o
processo de condução elétrica, mas
apenas aquelas que se encontram
parcialmente preenchidas.
Deve-se notar que a condição
fundamental para que ocorra
condução de corrente para uma
banda semipreenchida é que haja
um desequilíbrio na população dos
estados (para kx > 0 e kx < 0), o que
é feito, por exemplo, aplicando-se
um campo elétrico externo ao
material. O mesmo tipo de desequilíbrio pode ser obtido se for aplicado
um gradiente de temperatura no
material, resultando, nesse caso, no
aparecimento do efeito termoelétrico.
Cada banda que surge ao se
constituir o material cristalino pode
acomodar até 2N estados eletrônicos, sendo N o número de celas
primitivas do cristal e o fator 2 é
devido às duas possíveis orientações
do spin.
É possível concluir, portanto, que
um cristal pode ser um isolante
somente se o número de elétrons de
valência em uma cela primitiva do
cristal é um número par. Caso este
número seja ímpar, estes deveriam,
a princípio, levar a um comportamento condutor, já que não é
possível preencher completamente
uma banda com um número ímpar
de elétrons.
56
P E S Q U I S A & T E C N O LO G I A F E I - Nº 28
Outra observação interessante é
que, devido ao fato de as funções de
onda de Bloch descreverem estados
que são estacionários quando o
potencial é perfeitamente periódico,
não ocorre atenuação dessas ondas.
Ou seja, em um cristal perfeito não
haverá espalhamento dos elétrons e
a resistência elétrica deve ser nula
em T = 0 K. A resistência elétrica irá
aparecer devido ao efeito de agitação
térmica, defeitos e impurezas, que
causam irregularidades no potencial
periódico a que os elétrons estão
sujeitos.
Embora o entendimento conceitual obtido com o modelo de bandas
seja bastante grande, é importante
salientar aqui que ele não consegue
explicar a contento o comportamento observado para compostos como
o MnO, o FeO, o NiO e o CrO. Nestes
óxidos, a quantidade de elétrons de
valência na cela unitária é impar e
seria esperado que esses sistemas
tivessem um comportamento metálico. No entanto, observa-se experimentalmente que eles possuem um
comportamento isolante.
A grande falha do modelo de
bandas está no fato de não levar em
consideração os efeitos de correlação
eletrônica, isto é, os elétrons
continuam sendo considerados não
interagentes entre si (elétrons
independentes). A proposição de que
os efeitos de correlação eletrônica
poderiam ser os responsáveis pela
observação de um comportamento
isolante em sistemas que aparentemente seriam metálicos foi
levantada por Mott em 1949 [6]. A
descrição do estado metálico,
visando incorporar os efeitos de
correlações eletrônicas, avançou
muito com a aplicação da teoria de
líquido de Fermi [8], que foi inicialmente desenvolvida por Landau
para explicar o comportamento do
3He superfluído.
Óxidos de metais de transição
com elétrons do tipo d
A forma com que as bandas de
energia de um material se configuram, em especial a de valência e a
de condução, determina fortemente
as suas propriedades. De modo geral,
a banda s dos metais se superpõe à
banda d. Porém, nos óxidos de metais
de transição, a banda s se encontra
deslocada alguns elétron-volts acima
da energia de Fermi +F. Por outro
lado, a banda 2p, proveniente do
oxigênio que liga dois metais de
transição adjacentes, encontra-se
completamente preenchida e, no
caso geral, ela se encontra alguns
elétron-volts deslocada para baixo
de +F. Assim, as únicas bandas na
região próxima à energia de Fermi
são aquelas provenientes de orbitais
do tipo d, associadas ao metal de
transição que forma o composto,
sendo estas bandas, portanto, as
responsáveis pelas propriedades de
condução elétrica desses materiais.
Os orbitais d que se encontram
na região de +F são do tipo 3d, que
apresentam uma degenerescência
de 10, incluídos aqui os dois
possíveis valores de spin, ou seja,
existem 5 tipos distintos de orbitais
que resultam na mesma energia.
Neste caso, obtém-se 3 orbitais do
tipo t2g (dxy, dxz e dyz) e 2 orbitais do
tipo eg (dx2-y2 e d3z2-r2). A figura 4
apresenta uma representação dos
orbitais t2g e eg.
Fig. 4 – Representação dos orbitais possíveis para o nível 3d.
METAIS, ISOLANTES E TRANSIÇÕES DE FASE METAL-ISOLANTE
No caso dos óxidos de metais de
transição, esta degenerescência é
resolvida pela anisotropia do campo
cristalino, que surge devido à presença do átomo ligante, no caso o
oxigênio. Quando o sistema apresenta a menor simetria (ortorrômbica),
todos os cinco orbitais encontramse resolvidos (apresentam diferentes
energias), conforme pode ser visto na
figura 5.
bandas semipreenchidas por apresentarem um número ímpar de
elétrons. No entanto, é verificado
experimentalmente que todos os
quatro compostos são isolantes, isto
é, existe um gap de energia entre uma
banda que se encontra completamente cheia e a banda seguinte que
deve se encontrar completamente
vazia. Esse gap de energia aparece
devido a efeitos de correlação
Fig. 5 – Abertura dos orbitais 3d pelo campo cristalino, para diferentes tipos de
simetrias do cristal. Os números abaixo dos níveis representam a degenerescência.
Assim, ao serem considerados
materiais como o MnO (3d5), FeO
(3d6), CoO (3d7) e NiO (3d8), verificase que todos possuem a mesma
estrutura sal gema (cúbica, com
cátions nos sítios octaétricos,
semelhante à do NaCl). Nestes
compostos a banda 3d, sob ação do
campo cristalino, se separa em duas
sub-bandas, uma inferior (t2g) com
degenerescência 6, e uma superior
(eg) com degenerescência 4, conforme mostrado na figura 5. Existe,
neste caso, a possibilidade de
abertura de um gap de energia entre
estas duas sub-bandas. Isso acontecerá caso a largura da banda seja
pequena, ou da ordem da abertura
das duas subcamadas, o que é
esperado acontecer nestes sistemas.
Assim, utilizando-se argumentos de
teoria de bandas, espera-se que o
único composto isolante deste grupo
seja o FeO, que apresenta uma banda
completamente cheia (t 2g, com 6
elétrons). Os outros deveriam ser
condutores, já que possuem as
eletrônica, que não são levados em
conta em um modelo de elétrons
independentes.
Compostos como o MnO e o
CoO, que por uma análise de teoria
de bandas pura deveriam ser
condutores mas que são na realidade
isolantes, são conhecidos como
isolantes de Mott. Nos isolantes
convencionais (isolantes de banda)
os elétrons são considerados como
fracamente correlacionados, ao
contrário dos isolantes de Mott, onde
existe forte correlação eletrônica.
Este efeito de correlação eletrônica
é responsável pelas propriedades
isolantes, pois o potencial coulombiano de repulsão entre os elétrons
faz com que a movimentação dos
mesmos seja energeticamente desfavorável, como discutido a seguir.
Isolantes de Mott
Embora a teoria de bandas tenha
sucesso em explicar o comportamento de diversos sistemas, observa-
se que ela falha para o caso de muitos
óxidos de metais de transição que
possuem uma banda d parcialmente
preenchida. Um exemplo típico de
um sistema desse tipo é o NiO,
discutido anteriormente, que deveria
ser um condutor por uma análise de
teoria de bandas, mas que é na
realidade um isolante.
Peierls foi um dos primeiros a
observar que a correlação elétronelétron não poderia ser desprezada
em alguns sistemas, já que poderia
existir uma forte repulsão coulombiana entre os elétrons e que esta
energia de interação U poderia ser
a razão pela qual alguns sistemas
aparentemente metálicos fossem na
realidade isolantes [9]. Em 1949,
Mott [6] propôs uma forma para
entender de que modo essas correlações eletrônicas podem levar
materiais como o NiO a serem isolantes. Tais compostos são chamados
genericamente de isolantes de Mott.
Distingue-se, entre dois tipos de
isolantes de Mott (termo genérico
para isolantes que não podem ser
entendidos por teoria de bandas), os
isolantes de Mott-Hubbard e os
isolantes de transferência de carga.
Essa distinção ficou clara com o
trabalho de Zaanen et al. [10], em
1985, e pode ser entendida pelo
esquema de níveis de energia
mostrado na figura 6.
Nos isolantes de Mott-Hubbard,
o gap de energia depende de U, isto
é, está relacionado com a energia
necessária para promover um
elétron da banda 3d para a banda 3d,
já que a banda 3d é separada em duas
devido ao efeito da energia potencial
U, formando um gap d-d. Por outro
lado, nos isolantes do tipo transferência de carga, o gap depende de
1, isto é, está relacionado com a
energia necessária para promover
um elétron da banda 2p (do oxigênio)
para a banda 3d (do metal de
transição). Zaanen et al. mostraram
que se U > 1, o gap é do tipo
transferência de carga, enquanto que
P E S Q U I S A & T E C N O L O G I A F E I - Nº 28
57
Artigo
Fig. 6– Diagrama mostrando as energias em isolantes do tipo (a) Mott-Hubbard
e (b) transferência de carga, sem a energia de interação U (esquerda) e com a
energia U (direita).
se U < 1, o gap é do tipo MottHubbard (do tipo d-d).
Transição de fase
metal-isolante
Existem diferentes mecanismos
físicos responsáveis pelo estabelecimento do estado isolante em um
sistema metálico, que podem ser
agrupados em duas grandes
categorias: aqueles em que ocorre a
diminuição da mobilidade dos
portadores de carga, como, por
exemplo, quando ocorre o aumento
da massa efetiva; e aqueles em que
ocorre a redução a zero do número
de portadores, como, por exemplo,
através da abertura de um gap de
energia em torno da energia de
Fermi [11]. Na realidade, em
transições de fase metal-isolante os
dois mecanismos podem estar
agindo de forma simultânea, o que
às vezes torna o estudo deste tipo de
transição bastante complexo.
A teoria de líquido de Fermi,
utilizada para explicar o estado
metálico quando não há quebra de
simetrias, mostra que ao ser
introduzida a interação elétronelétron, não existe alteração do
número de portadores de carga, o
que significa que a única forma deste
modelo ser compatível com uma
transição metal-isolante contínua é
que ocorra uma divergência na
58
P E S Q U I S A & T E C N O LO G I A F E I - Nº 28
massa efetiva m* da quase-partícula
formada, ou seja, o estado isolante
pode ocorrer neste modelo através
da diminuição da mobilidade do
portador de carga [12].
Em outras situações como, por
exemplo, quando ocorre ordenamento magnético e o surgimento,
portanto, de uma superestrutura que
diminui o grau de simetria do sistema, pode haver uma abertura dos
níveis de energia e conseqüentemente o surgimento de um gap de
energia no nível de Fermi, ou seja, o
estado isolante é alcançado nesta
situação pela diminuição do número
de portadores de carga. Note que,
neste caso, a teoria de líquido de
Fermi não mais se aplica (já que existe quebra de simetria no sistema).
No caso de óxidos de metais de
transição, devido às interações de
supertroca, o estado isolante mais
comum é aquele que se estabelece
devido à quebra de simetria, como
no caso de ordenamento antiferromagnético do sistema de spins.
Outra possível situação de quebra de
simetria é o ordenamento orbital.
Como o orbital t 2g é triplamente
degenerado em uma simetria cúbica,
o isolante de Mott pode se estabelecer devido a um ordenamento
orbital alternado (similar ao ordenamento antiferromagnético de
spins), ou uniforme (similar ao ordenamento ferromagnético de spins),
ou outros mais complicados. O
ordenamento de carga também pode
levar ao surgimento de gaps de
energia, o mesmo acontecendo no
caso das distorções Jahn-Teller.
Diversas outras situações podem
levar a uma transição M-I. No caso
da chamada transição de Anderson,
por exemplo, a introdução de desordem acima de uma concentração
crítica faz com que o portador de
carga fique localizado, isto é, mesmo
a densidade de estados não apresentando um gap em torno da energia
de Fermi o estado isolante se estabelece, pois os portadores possuem
uma mobilidade extremamente
reduzida.
Segundo Ioff e Regel [13],
quando um sistema metálico passa
a ter um grau de desordem cada vez
maior, existirá um limite de
desordem a partir do qual este
comportamento metálico não mais
será possível. Isto é, quando se
aumenta o grau de desordem,
diminui-se o livre caminho médio,
até que em um certo limite este será
comparável à distância interatômica,
ou seja, l ~ a. Nesse caso, o livre
caminho médio será dado aproximadamente por: l ~ 1/2(kF.
Baseado neste critério, Mott
propôs que uma transição M-I
deveria ocorrer quando esse limite
fosse ultrapassado [6]. Assim, para
pequenos graus de desordem, o
elétron pode difundir de um sítio
para outro, mas não para grandes
graus de desordem, pois estão
localizados e formam, neste caso, o
que se chama de um “vidro de Fermi”
(Fermi glass). Nesta descrição, na
qual não se leva em conta a interação
elétron-elétron, pode modificar
significativamente o comportamento
do sistema (no caso em que a interação coulombiana entre os elétrons
localizados apresenta um papel
dominante, tem-se os chamados
“vidros de Coulomb”). Deve haver,
portanto, um ponto de desordem
crítica, onde um sistema condutor
METAIS, ISOLANTES E TRANSIÇÕES DE FASE METAL-ISOLANTE
passa a ter um comportamento
isolante; a esse tipo de transição é
dado o nome de “transição de
Anderson” [14].
Diversas questões sobre o estado
metálico e a transição para o estado
isolante necessitam ainda ser esclarecidas, já que em alguns sistemas
observa-se um aumento da massa
efetiva, mas não obrigatoriamente
uma transição para um estado
isolante. Em um cristal iônico, por
exemplo, a alteração de parâmetros
termodinâmicos externos pode fazer
com que o portador de carga altere
seu estado de fracamente acoplado
aos fônons para fortemente acoplado. Esta alteração pode ocorrer
quando o portador de carga polariza
uma pequena região ao seu redor,
ficando preso ao poço de potencial
resultante da deformação criada,
formando uma quase-partícula
chamada de polaron pequeno.
Embora haja um grande aumento da
massa efetiva do portador e um autoaprisionamento do mesmo, isso não
significa necessariamente que este
ficará localizado, já que o tunelamento entre diferentes sítios pode
ainda ser expressivo, embora seja
sugerido que em materiais reais estes
polarons (pequenos) sejam sempre
localizados devido à presença de
impurezas e discordâncias [15].
No caso de polarons pequenos,
quando a temperatura é alta, ou seja,
T > 2D/2 (2D é a temperatura de
Debye, característica do material),
um elétron pode saltar para um íon
vizinho através de hopping ativado
por efeito térmico, ou seja, através
da interação do polaron com as
vibrações da rede (fônons). Quando
a temperatura é baixa (T < 2D/2), a
passagem do elétron associado ao
polaron de um íon para outro pode
se dar também através de hopping,
porém com a energia de ponto zero
fazendo o papel da agitação térmica.
Assim, além das situações em
que existe uma abertura previsível
das bandas de energia devido à
ocorrência de quebras de simetria
(como no caso de uma transição de
fase estrutural do cristal), o efeito de
localização eletrônica em um metal
pode ser iniciado por três diferentes
mecanismos [16]: desordem estática
(transição de Anderson), forte interação elétron-elétron (transição de
Mott-Hubbard) e forte acoplamento
elétron-rede (polarons pequenos
localizados).
Conclusões
Um grande progresso tem sido
verificado no entendimento das
propriedades de transporte elétrico
nos materiais, desde as proposições
originais de Drude. A incorporação
da mecânica quântica, com o abandono da idéia de elétrons livres e
independentes, tem permitido uma
melhor compreensão dos fenômenos
de transporte de diversos sistemas,
sejam eles elementos simples como
o cobre ou silício, sejam eles complexos como os sulfetos e os óxidos.
Em particular, os óxidos de metais
de transição, por apresentarem
propriedades como, por exemplo,
ordenamento antiferromagnético,
ordenamento de cargas e ordenamento orbital, entre outras, têm
criado um grande desafio para o seu
entendimento, e por isso mesmo um
campo muito fértil para a busca e o
teste de novos modelos. O melhor
entendimento do comportamento
destes sistemas poderá no futuro
auxiliar o desenvolvimento de novos
materiais com propriedades de
interesse tecnológico, como isolantes
com constantes dielétricas extremamente altas, ou condutores com
propriedades de transporte térmico
e elétrico ajustadas para o
atendimento de uma determinada
necessidade. Além disso, um melhor
entendimento do estado metálico e
isolante poderá auxiliar muito no
entendimento de fenômenos como a
supercondutividade, que possui um
inegável interesse tecnológico. "
Referências
[1] DRUDE, P. Zur Elektronentheorie der Metalle.
Annalen der Physik, v. 1, p. 566, 1900.
[2] ASCHROFT, N. W. e MERMIN, N. D. Solid State
Physics. New York: Thomson Learning, 1976.
[3] SOMMERFELD, A. The Statistical theory of
thermoelectric, galvano- and thermomagnetic
phenomena in metals. Rev. Mod. Phys., v.
3, p. 1, 1931.
[4] WILSON, A. H. The Theory of Electronic
Semiconductors I. Proceedings of the Physical
Society of London A, v. 133, p. 458-491, 1931;
WILSON, A. H. The Theory of Electronic
Semiconductors II. Proceedings of the Physical
Society of London A, v. 134, p. 277-287, 1931.
[5] SINGLETON, J. Band theory and electronic
properties of solids. Oxford: Oxford University
Press, p. 32, 2001.
[6] MOTT, N. F. The Basis Of the electron theory of
metals, with special reference to the transition
metals. Proceedings of the Physical Society of
London A, v. 62, p. 416, 1949.
[7] BLOCH, F. Über die quantenmechanik der
electronen in kristallgittern. Z. Phys., v. 52, p.
555-600, 1928.
[8] LANDAU, L. D. Sov. Phys. JETP, v. 3, p. 920,
1957; LANDAU, L. D. Sov. Phys. JETP, v. 5, p.
101, 1957; LANDAU, L. D. Sov. Phys. JETP, v.
8, p. 70, 1957.
[9] PEIERLS, R. Zur Theorie der galvanomagnetischen
Effekte. Z. Phys.,v. 53, p. 255-266, 1929.
[10] ZAANEN, J.; SAWATZKY, G. A; ALLEN, J. W.
Band gaps and electronic structure of transitionmetal compounds. Physical Review Letters, v.
55, p. 418-421, 1985.
[11] RAYCHAUDHURI, A. K. Metal-insulator
transition in perovskite oxides: a lowtemperature perspective. Advances in Physics,
n. 1, p. 21-46, 1995.
[12] IMADA, M.; FUJIMORI, A. e TOKURA, Y. Metal
Insulator Transitions. Rev. of Mod. Physics, v.
70, p. 1039, 1998.
[13] IOFFE, A. F e REGEL, A. R. Non-crystalline,
amorphous and liquid electronic semiconductors.
Proc. Semiconduct., v. 4, p. 239-291, 1960.
[14] ANDERSON, P. W. Absence of diffusion in
certain random lattices. Physical Review, v. 109,
p. 1492-1505, 1958.
[15] BRONOLD, F. X. e HOLGER, F. Anderson
localization of polaron states, Physical Review
B, v. 66, p. 073102(1)-07310(4), 2002;
DERAEDT, H. e LAGENDIJK, A. Phys. Rev. B, v.
27, p. 6097, 1983; LÖWEN, H. Phys. Rev. B, v.
37, p. 8661, 1988; RANNINGER, J. e THIBBLIN,
U. Phys. Rev. B, v. 45, p. 7730, 1992;
ALEXANDROV, A. S. et al. Phys. Rev. B, v. 49,
p. 9915, 1994.
[16] MOTT, N. F. Metal-insulator transition. Rev. of
Mod. Physics, v. 40, p. 677-683, 1968;
EDWARDS, P. P. et al. The metal insulator
transition: a perspective. Phil. Trans. R. Soc.
Lond. A, v. 356, p. 5-22, 1998.
P E S Q U I S A & T E C N O L O G I A F E I - Nº 28
59
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Drama as a community engagement strategy for malaria in rural Cambodia
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Wellcome open research
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RESEARCH ARTICLE
Drama as a community engagement strategy for malaria in rural
Cambodia [version 1; referees: 1 approved, 2 approved with
reservations]
1 2
2 3
2 4
2
2 Quality Use of Medicines and Pharmacy Research Centre, School of Pharmacy and Medical Sciences, University of South Australia,
Adelaide, Australia
Mahidol Oxford Tropical Medicine Research Unit, Faculty of Tropical Medicine, Mahidol University, Bangkok, Thailand
Faculty of Medicine, University of Amsterdam, Amsterdam, Netherlands
Nuffield Department of Clinical Medicine, University of Oxford, Oxford, UK
Provincial Health Department, Battambang, Cambodia
National Center for Parasitology, Entomology and Malaria Control, Phnom Penh, Cambodia
The Ethox Centre, University of Oxford, Oxford, UK
1
2
3
4
5
6
7 Open Peer Review
Discuss this article
(0)
Comments
Referee Status:
Invited Referees
version 1
published
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1
2
3
report
report
report
, Sustainable
Gillian F. Black
Livelihoods Foundation, South Africa
1
, Oxford University
Mary Chambers
Clinical Research Unit (OUCRU), Vietnam
2
, Kenya Medical
Alun Davies
Research Institute-Wellcome Trust
Research Programme, Kenya
University of Oxford, UK
3 Open Peer Review
Discuss this article
(0)
Comments
Referee Status:
Invited Referees
version 1
published
29 Sep 2017
1
2
3
report
report
report
, Sustainable
Gillian F. Black
Livelihoods Foundation, South Africa
1
, Oxford University
Mary Chambers
Clinical Research Unit (OUCRU), Vietnam
2
, Kenya Medical
Alun Davies
Research Institute-Wellcome Trust
Research Programme, Kenya
University of Oxford, UK
3 29 Sep 2017, :95 (doi:
)
First published:
2
10.12688/wellcomeopenres.12594.1
29 Sep 2017, :95 (doi:
)
Latest published:
2
10.12688/wellcomeopenres.12594.1
v1 Open Peer Review Referee Status:
Invited Referees
version 1
published
29 Sep 2017
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2
3
report
report
report Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Abstract This is an open access article distributed under the terms of the
, which
Copyright:
et al
Creative Commons Attribution Licence
permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. This work was supported by the Wellcome Trust [096527 and 106698]. Grant information:
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. 29 Sep 2017, :95 (doi:
)
First published:
2
10.12688/wellcomeopenres.12594.1 Renly Lim (
)
Corresponding author:
renly.lim@outlook.com
: Data Curation, Formal Analysis, Investigation, Methodology, Software, Writing – Original Draft Preparation, Writing – Review
Author roles: Lim R
& Editing;
: Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
:
Tripura R
J Peto T
Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
: Investigation, Methodology, Project
Sareth M
Administration;
: Investigation, Methodology, Project Administration;
: Project Administration, Supervision;
:
Sanann N
Davoeung C
Nguon C
Project Administration, Supervision;
: Conceptualization, Data Curation, Funding Acquisition, Project Administration, Supervision,
Cheah PY
Writing – Review & Editing
Competing interests: The authors declare that they have no competing interests. Lim R, Tripura R, J Peto T
How to cite this article:
et al. Drama as a community engagement strategy for malaria in rural Cambodia
Wellcome Open Research 2017, :95 (doi:
[version 1; referees: 1 approved, 2 approved with reservations]
2
)
10.12688/wellcomeopenres.12594.1
© 2017 Lim R
. This is an open access article distributed under the terms of the
, which
Copyright:
et al
Creative Commons Attribution Licence
permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. This work was supported by the Wellcome Trust [096527 and 106698]. Grant information:
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. 29 Sep 2017, :95 (doi:
)
First published:
2
10.12688/wellcomeopenres.12594.1 Abstract Renly Lim (
)
Corresponding author:
renly.lim@outlook.com
: Data Curation, Formal Analysis, Investigation, Methodology, Software, Writing – Original Draft Preparation, Writing – Review
Author roles: Lim R
& Editing;
: Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
:
Tripura R
J Peto T
Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
: Investigation, Methodology, Project
Sareth M
Administration;
: Investigation, Methodology, Project Administration;
: Project Administration, Supervision;
:
Sanann N
Davoeung C
Nguon C
Project Administration, Supervision;
: Conceptualization, Data Curation, Funding Acquisition, Project Administration, Supervision,
Cheah PY
Writing – Review & Editing
Competing interests: The authors declare that they have no competing interests. Lim R, Tripura R, J Peto T
How to cite this article:
et al. Drama as a community engagement strategy for malaria in rural Cambodia
Wellcome Open Research 2017, :95 (doi:
[version 1; referees: 1 approved, 2 approved with reservations]
2
)
10.12688/wellcomeopenres.12594.1
© 2017 Lim R
. This is an open access article distributed under the terms of the
, which
Copyright:
et al
Creative Commons Attribution Licence
permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. This work was supported by the Wellcome Trust [096527 and 106698]. Grant information:
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. 29 Sep 2017, :95 (doi:
)
First published:
2
10.12688/wellcomeopenres.12594.1 Renly Lim (
)
Corresponding author:
renly.lim@outlook.com
: Data Curation, Formal Analysis, Investigation, Methodology, Software, Writing – Original Draft Preparation, Writing – Review
Author roles: Lim R
& Editing;
: Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
:
Tripura R
J Peto T
Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
: Investigation, Methodology, Project
Sareth M
Administration;
: Investigation, Methodology, Project Administration;
: Project Administration, Supervision;
:
Sanann N
Davoeung C
Nguon C
Project Administration, Supervision;
: Conceptualization, Data Curation, Funding Acquisition, Project Administration, Supervision,
Cheah PY
Writing – Review & Editing
Competing interests: The authors declare that they have no competing interests. Lim R, Tripura R, J Peto T
How to cite this article:
et al. Drama as a community engagement strategy for malaria in rural Cambodia
Wellcome Open Research 2017, :95 (doi:
[version 1; referees: 1 approved, 2 approved with reservations]
2
)
10.12688/wellcomeopenres.12594.1
© 2017 Lim R
. Abstract : Countries in Southeast Asia are working to eliminate
Background
multidrug-resistant falciparum malaria, a major cause of mortality in tropical
regions. Malaria is declining but transmission persists in many rural areas and
among forest workers and isolated populations. In these remote communities,
conventional health services and education are limited. Mobilising and
educating these populations require new approaches as many people are
illiterate and do not attend village meetings. This article describes a qualitative
study to assess the feasibility of a drama project as a community engagement
strategy. , Sustainable
Gillian F. Black
Livelihoods Foundation, South Africa
1 : A drama project was conducted in twenty villages in Cambodia with
Methods
three key messages: to use insecticide-treated bednets and repellents, to get
early diagnosis and treatment, and to learn about risks of forest-acquired
malaria. Qualitative interviews were conducted with the drama team members,
village malaria workers, local health staffs and villagers, to explore the
feasibility of using drama to engage the community and the associated
challenges. : 29 people were interviewed, which included 18 semi-structured
Results
interviews and one focus group discussion. Analysis of the interviews resulted
in development of the following seven themes: i) exposure to malaria and
engagement activities, ii) readiness and barriers to participation, iii)
understanding and learning about malaria using drama, iv) entertainment value
and engagement method preferences, v) challenges to community
engagement, vi) future participation and vii) sustainability. The event saw a very
positive response, with an encouraging average participation rate of 66%. The
project faced several challenges including logistic problems, rescheduling due
to raining season, and time- and budget-constraints. (0)
Comments : Our evaluation demonstrated that the drama project was
Conclusions
feasible in promoting awareness and understanding of malaria prevention and Page 1 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 control. Audience members perceived drama as entertaining and as the
preferred choice of engagement activity. Participatory drama could be
considered as part of the community engagement for malaria elimination. control. Audience members perceived drama as entertaining and as the
preferred choice of engagement activity. Participatory drama could be
considered as part of the community engagement for malaria elimination. control. Audience members perceived drama as entertaining and as the
preferred choice of engagement activity. Participatory drama could be
considered as part of the community engagement for malaria elimination. Renly Lim (
)
Corresponding author:
renly.lim@outlook.com : Data Curation, Formal Analysis, Investigation, Methodology, Software, Writing – Original Draft Preparation, Writing – Review
Author roles: Lim R
& Editing;
: Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
:
Tripura R
J Peto T
Conceptualization, Data Curation, Investigation, Methodology, Project Administration, Supervision;
: Investigation, Methodology, Project
Sareth M
Administration;
: Investigation, Methodology, Project Administration;
: Project Administration, Supervision;
:
Sanann N
Davoeung C
Nguon C
Project Administration, Supervision;
: Conceptualization, Data Curation, Funding Acquisition, Project Administration, Supervision,
Cheah PY
Writing – Review & Editing Competing interests: The authors declare that they have no competing interests. sts: The authors declare that they have no competing interests. Lim R, Tripura R, J Peto T
How to cite this article:
et al. Drama as a community engagement strategy for malaria in rural Cambodia
Wellcome Open Research 2017, :95 (doi:
[version 1; referees: 1 approved, 2 approved with reservations]
2
)
10.12688/wellcomeopenres.12594.1
© 2017 Lim R
. This is an open access article distributed under the terms of the
, which
Copyright:
et al
Creative Commons Attribution Licence
permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. This work was supported by the Wellcome Trust [096527 and 106698]. Grant information:
The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. 29 Sep 2017, :95 (doi:
)
First published:
2
10.12688/wellcomeopenres.12594.1 Page 2 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Introduction and language that resonates with villagers are popular in rural
communities. In light of the need to convey messages about malaria
and the VMW programme in a comprehensible and appropri-
ate fashion, traditional Cambodian drama was used as a means to
supplement existing text-based messaging on malaria and other
efforts rolled out by the local authorities and education system. The Village Drama Against Malaria (VDAM) was a pilot project
that sought to encourage people to prevent mosquito bites by using
insecticide-treated nets and repellents, get early diagnosis and
treatment from the VMWs, and to raise awareness about the risk of
malaria in local forests. Countries in South East Asia are working towards the elimina-
tion of Plasmodium falciparum, a major cause of mortality in
tropical regions1,2. In Cambodia, malaria prevention and control
programmes have made significant progress and malaria cases
have declined substantially3. Unfortunately, emergent artemisinin-
resistant P. falciparum threatens the recent gains4–7. In January 2016, the Cambodian National Centre for Parasitology,
Entomology and Malaria Control (CNM) announced the
Malaria Elimination Action Framework (MEAF) 2016–2020,
which aims to eliminate P. falciparum by 2020 and P.vivax by
20258. The elimination efforts are underpinned by CNM’s village
malaria worker (VMW) programme, where the VMWs provide
early, free diagnosis and treatment in settlements with the
highest prevalence9. Achieving elimination is complicated by
several factors. For example, in areas of low and falling transmis-
sion, those at highest risk of infection, forest goers and migrant
groups, are the hardest to reach with health services and health
education10,11. Moreover, the success of the VMW programme
is predicated on the sustained motivation of isolated VMWs and
local communities making use of the services they offer. This paper describes a qualitative study to: This paper describes a qualitative study to: i) assess the feasibility of the VDAM project as a community
engagement strategy, ii) use drama and related workshops to convey the three key
messages of the project (to use insecticide-treated nets and
repellents, to get early diagnosis and treatment, and to raise
awareness about the risk of malaria in local forests); and iii) describe the challenges faced by the VDAM team, local
team members and villagers. Methods
Setting In rural communities affected by malaria, awareness and under-
standing of the disease and the VMW programme is indispensable
to support elimination efforts. Such communities however often
record lower literacy rates compared to urban areas: 77 percent com-
pared to 93 percent in the 2014 census12. Using printed media such
as leaflets and posters to raise malaria awareness, may therefore
be less successful in these areas. In developing countries, folk
media such as folk songs, dramas, puppet shows and dance have
been used as community engagement strategies for health educa-
tion and to encourage research participation13–15. Khmer dramas
which use comedy and music to tell stories with local references Setting The Village Drama Against Malaria (VDAM) project16 was a joint
initiative of the Battambang Provincial Health Department and
the Mahidol-Oxford Tropical Medicine Research Unit (MORU),
funded by the Wellcome Trust. MORU has a long-standing collabo-
ration with the Battambang Provincial Health Department. The project was conducted in 20 of the 49 remote villages in the
Samlout District of Battambang Province, which is located in the
western Cambodia near the Thailand border (Figure 1). These 20 Figure 1. Location of the 20 drama villages in the Samlout district of Battambang province. Figure 1. Location of the 20 drama villages in the Samlout district of Battambang province. Page 3 of 17 Page 3 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 productions did so to weave together stories and health education. The project mixed art and drama with modern technologies,
such as using drones to film the villages, and social media
(Facebook and YouTube) to share photos and videos across the
province. The ‘Village Drama Against Malaria’ Facebook page
was updated regularly after every drama performance depicting
highlights of the 3-day events. villages were selected by the provincial health department based on
their high P. falciparum incidence from VMW records in 2014, and
a proven prevalence of subclinical malaria infections from cross-
sectional surveys in early 2015. Village populations ranged from approximately 150 to 3000
residents with an average of 800 (Table 1). Villagers are generally
poor and most families are involved in small-scale agriculture. The villages typically have only basic infrastructure: poor access
to potable water, sanitation and irrigation systems, limited
electricity supplies, minimal post-primary education, and poor
availability of health services. The villagers consist of majority
ethnic Khmer with some ethnic minorities, chiefly the Por group,
living in some villages close to the forests along the Thai border. Planning The VDAM team first introduced the project to and sought
approval and support from the national authorities. Meetings were
held in the target communities with village leaders, key opinion
leaders identified by staff of the provincial health department and
other prominent members to deliberate on the proposed project. The VDAM community engagement project
The VDAM project combined Cambodian drama, art, music
workshops and village concerts and competitions to provide
health education in a fun and engaging way. Cambodian drama
uses caricatures in a funny and irreverent manner and the VDAM Professional drama performers were recruited in Battambang
province. A series of workshops were organised to train the team
on the malaria messages to incorporate into the drama perform-
ance. The final main script, storyline and key messages were
approved by the provincial health authorities. Table 1. Audience numbers, total population and percentage
attendance in each of the twenty villages. Table 1. Audience numbers, total population and percentage
attendance in each of the twenty villages. attendance in each of the twenty villages. Number
Village
Audience
numbers
Population
Percentage
attendance
1
Outreng + Peamta
350
522
67.0
2
Vealroleum
250
291
85.9
3
Ting Moung
70
153
45.8
4
Phnom Rei
500
614
81.4
5
Ouda
650
1012
64.2
6
Srea Chipov
550
1537
35.8#
7
ChamlongRemeangLue
450
1450
31.0#
8
Tasanh Chueng
350
949
36.9
9
Boeung Run
600
814
73.7
10
Prey Thum/MaiKo
350
313
111.8*
11
Ou Choam Leu
350
456
76.8
12
KampongLpov
450
298
151.0*
13
Chhak Rokar
500
1781
28.1#
14
Srae Reach
450
562
80.1
15
Outating
150
164
91.5
16
Kanhchang
450
649
69.3
17
Prey Rumchek
600
3361
17.9#
18
Ou Samriel
550
793
69.4
19
Tanoun
450
822
54.7
20
Kantuot
550
1020
53.9
Key:
#: These villages are very large in size, making it difficult for villagers to attend the
drama event. The majority of villagers commute on foot. * : Percentage attendance exceeded 100% because participants came from nearby
villages to attend the drama event. Page 4 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Ethical statement
The study was approved by the Oxford Tropical Research
Ethics
Committee
(OXTREC;
1015-13),
National
Ethics
Committee for Health Research Cambodia (18th Feb 2016 NECHR
0051), and registered on clinicaltrials.gov (NCT01872702). Verbal informed consent was obtained from all participants
prior to commencing the interviews and questionnaires. Drama workshops and performances The project, which took place from June until September 2016,
comprised a series of three-day workshops with the drama group
travelling from one village to another every third day. During
the workshops, villagers shared their talents and local stories
which were integrated as part of the drama performance. School
children were invited to participate to sing songs about malaria in
Khmer and create drawings with the malaria theme. Teenagers and
young people were invited to participate in the drama. On the third
evening, the activities included singing competitions, songs and a
quiz on malaria, followed by a 45-minute drama performance by
both locals and professional drama team members. These events
took place in the village square, usually near a school or temple,
starting about 6pm and ending at 10pm or 11pm. Results Analysis of the data resulted in the following seven themes: i) exposure to malaria and engagement activities,
ii) readiness and barriers to participation,
iii) understanding and learning about malaria using drama,
iv) entertainment value and engagement method preferences,
v) challenges to community engagement,
vi) future participation; and
vii) sustainability. i) exposure to malaria and engagement activities, Planning Verbal
instead of written consent was obtained due to cultural reasons,
and due to the low literacy level in the remote villages. The con-
sent process was recorded using an audio recorder. Verbal consent
for this study was approved by OXTREC in accordance with
their guidelines on consent (https://www.admin.ox.ac.uk/curec/
resources/informed-consent/), as well as the local ethics commit-
tee. Approvals for the VDAM project, use of social media as well
as filming and photography for all public events were obtained
from the national and provincial authorities prior to the start of the
project. In each village, the team and village leaders met with the local
community members and VMWs to explain the purpose of the
project and to introduce the activities involved. Key opinion
leaders in each village played an active role throughout the
project development and progress. Data collection
li ii) readiness and barriers to participation, Our sampling method was purposive and limited by practicalities. In July 2016, 18 semi-structured interviews and one focus group
discussion were conducted. The semi-structured interviews
included six villagers who attended the drama performance, five
professional actors, two VDAM organisers, two provincial health
department staff, one VMW, one village leader and one local
health staff. One focus group discussion took place, which
involved eleven youths aged between 14 and 16 who participated
in the performance. iv) entertainment value and engagement method preferences, v) challenges to community engagement, vi) future participation; and vi) future participation; and vii) sustainability. Interviews were conducted by two interviewers (RL and PYC) in
English and Khmer with the help of a Khmer social scientist (NS). All interviews, including the focus group discussion, were recorded
with permission of the interviewees. In addition, data were obtained
from field notes based on observations and informal conversations. Challenges to community engagement Reaching the forest goers and migrant population was a particular
challenge. On each visit, forest workers typically spend one week
to ten days in the forest; they make two trips per month, whereas
migrants move in and out of the villages depending on planting
and harvest seasons. For many forest workers who were unable to
attend the event, their partners said that they would get their
husbands to use repellents when they go into the forest in the
future. The village leader and local health staff raised the villagers’ con-
cerns regarding rumours that healthcare personnel came to the
villages to collect their blood and sell it. Some respondents also
described how other villagers believe in spiritual and psychic
mediums to cure their illnesses. Some villagers reported limited
understanding of the project aim, and this led to reservations
about participation. Questions raised included, ‘who are [the
drama team]?’, ‘where do they come from?’ and ‘what are they
doing here?’. Understanding and learning about malaria using drama
To assess if the project can be used to convey the three key
messages of the project (to use insecticide-treated nets and repel-
lents, to get early diagnosis and treatment, and to raise awareness
about the risk of malaria in local forests), interviewers asked the
villagers about the lessons that they had learnt from the drama. When asked about the drama, villagers faced no difficulty
recapitulating the storyline, which comprised two main characters,
one of whom slept under a bednet while the other slept without
protection. The latter contracted malaria and went to meet the
VMW, who performed a blood test to confirm the malaria diag-
nosis. He was given a three-day malaria medication and later
recovered. The respondents felt that the team gave simple and
straightforward key messages which were easy to understand to the
local community, including people who were illiterate. “…….because they believe in the superstitions like they
believe in burning incense for the offering. They said they
don’t want to do blood test or to have vaccinations.” “And some people they said that oh...maybe take their blood
for selling. Because they don't know. Because in Cambodia
they sell blood.” (local health staff) (local health staff) Some villagers said that the drama would bring about behavioural
changes in their daily lives. Compared with before the drama,
solely relying on mosquito nets, they would now use mosquito
repellents during the day. Exposure to malaria and engagement activities Exposure to malaria and engagement activities
Interviews with local villagers revealed that either they themselves
had contracted malaria, or know people who had contracted
malaria. Villagers who had contracted malaria said that they
suffered from its symptoms and economic complications, includ-
ing inability to work and loss of income. Villagers who had
personal experiences with malaria recognized its seriousness,
and would seek diagnosis and treatment from VMWs. Some
villagers shared stories of immigrants and outsiders who died
after contracting malaria in the villages. Interview guides explored the following areas: i) personal history and experiences with malaria and community
engagement, ii) perceptions of malaria prevention and treatment, iii) understanding of malaria messages conveyed via drama; “Since one of the actors from this group died, then never has
any other group which does the drama performance come to
perform at this village any more.” iv) opinions on the community engagement method, v) challenges to organizing the community engagement or
attending the event and (Village leader) vi) feedback and suggestions on community engagement. Community engagement activities were few and far between,
and involved only showing videos and films, without active
participation from the community. Staff from the local health
authority felt that the existing health education methods, through
healthcare centres, hospitals, advertisement (e.g. banners), media
(e.g. television) and local service providers were limited and not
comprehensive. Others commended the unique approach of the
current participatory drama project. Audio recordings of interviews were transcribed and translated
where necessary into English by professional translators. Two
authors (RL and PYC) performed manual line-by-line coding of all
interview transcripts in Microsoft Word. Using thematic analysis,
the content of the codes were used to develop the themes that are
presented below and to explore patterns of these themes across the
transcripts/data sources. Page 5 of 17 Page 5 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Readiness and barriers to participation as mosquitoes while singing songs about malaria. They were seen
dancing away on the open ground in front of the stage. The catchy
tunes meant villagers could easily join in the singing, and often
were able to remember the messages in the songs. as mosquitoes while singing songs about malaria. They were seen
dancing away on the open ground in front of the stage. Exposure to malaria and engagement activities The catchy
tunes meant villagers could easily join in the singing, and often
were able to remember the messages in the songs. Many villagers expressed their readiness to participate in the
drama activities, as reflected by an encouraging average participa-
tion rate of 66% (range 18% to 100%) (Table 1). The number of
attendees was between 70 and 650, with an average of 430 people. Many young people and children volunteered to participate during
the workshops to showcase their performance talents. For many,
this was the first time they received drama training and had the
opportunity to perform in public. Amongst the activities held during the evening (singing competi-
tions, songs and a quiz on malaria, drama performance), drama
was reported to be the favourite, followed by songs on malaria. Audience members used Facebook, which is very popular with
Cambodians, to upload pictures and videos of the performances. Villagers said that their motivation to join the workshops stemmed
from a desire to learn and understand more about malaria, and
they hoped to get more information to eliminate malaria in their
villages. Village leaders were interested in the project because
they wanted to know more about the on-going projects conducted
by MORU and the provincial health department. The provincial health department and local healthcare staff
commented that health education without entertainment may not
be appealing to the villagers. Combining arts and science led
people to remember key messages better. Using drama to attract
people in the village, and incorporate key messages about
malaria achieved both entertainment and education purposes. The lack of transportation meant villagers often commuted on
foot, making accessibility to the performance location potentially
difficult. A few villages such as Srea Chipov and Prey Rumchek
are very large in size. Villagers may not be able to attend the
drama due to the distance, which potentially explains the lower
coverage in these villages (Table 1). Interviews with participants
in other villages, however, showed that they had no problem
walking to the pagodas or schools where the drama performances
were conducted. The villagers who were interviewed said that
they went with their entire families. They were happy to participate
in the workshops, which they felt were ‘real performances’ instead
of video shows and films. Challenges to community engagement Men who go to the forest would bring
mosquito nets with them and wear long-sleeved clothing. Social relationships in Cambodia embody a hierarchical pattern. The villagers' attitudes and participation appear to be heavily
influenced by the village leaders and monks, who are respected
members of the community. Establishing trust and good relation-
ships with local village and spiritual leaders, and gaining their
support implied subsequent participation from the villagers. Sustainability
h
O The MORU team worked closely with the provincial health
department and village leaders. Interviews with these key
members suggested that villagers gained a better understanding
of the purpose of malaria elimination projects after they conveyed
these messages to the villagers. Some villagers said they were
now more willing to do blood testing, which was conducted as
part of malaria research conducted by MORU. Challenges to drama as community engagement
Due to the timing of approvals, the project was conducted
during the rainy season. Travelling from one village to another
was considerably slower and everything took longer. Perform-
ance dates were often rescheduled due to the degraded road
conditions. Frequent heavy downpours also made it more
difficult for villagers to participate in the drama workshops and
performance. Malaria incidence occurs throughout the year but
most malaria cases are confined to the months during or directly
after the rainy season; it would have been more appropriate to
deliver the malaria messages before the rainy season begins. In a few villages with large population of over 1000 people, the
villages consisted of several hamlets which were scattered. It was
too far for villagers to walk to the event location, which resulted
in lower participation rates in those villages. Interviewee: “For me, I really think this is very valuable for
the community.” Interviewer: “Really, uncle? So it provides benefits for the
community?” Interviewer: “Really, uncle? So it provides benefits for the
community?” Interviewee: “Yes, it really does. And recently people have
involved in activities, for example: blood testing and so on.”
(audience) During the focus group discussion, youths felt that they learned
how to perform in public and to express their thoughts. They
further requested for materials related to ways of preventing
malaria so that they could spread such awareness in schools. At the end of the project, video recordings and photos of the
workshops and performances in the form of DVDs were distrib-
uted to all village leaders as souvenirs. All photos and videos
were taken at public places and with formal written permission
from the national and provincial authorities. Another challenge faced by the VDAM team was the time
pressure. It was crucial to allocate enough time in each village
without compromising the ability to convey the key malaria
messages. However, with twenty villages to perform in, the length
of time spent in each village was limited to only three days. Sustainability
h
O As
a result, we were unable to reach a large number of young men
who were mainly forest workers who spend a significant amount
of time in the forests, and the mobile and migrant population
who were not in the villages. Entertainment value and engagement method preferences
Th d
f
d
ib d
f
d
i i Entertainment value and engagement method preferences
The drama performance was described as funny and entertaining,
and made learning and understanding about malaria much more
interesting compared with the conventional health education
methods. Villagers especially enjoyed watching children dressed The VDAM organisers commented that the project which was
conducted from June to September 2016 coincided with the Page 6 of 17 Page 6 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 rainy season in Cambodia. Roads that were already a bumpy ride
for motorists were further battered due to the heavy downpour,
making them inaccessible via small trucks used by the local drama
team. The performance schedule often needed rearrangements
because bridges connecting villages collapsed due to the flood. project. Taking ‘top-down’ approach, support was garnered
from the provincial health department, village leaders and other
respected members of the community which would then con-
vince the local communities to participate. Taking a ‘bottom-up’
approach, local communities were encouraged to actively
participate in the planning and execution of the 3-day event and to
contribute stories and ideas to the drama performance, an approach
the villagers claimed they have never experienced before. Future participation Many interviewees requested that the VDAM team organise the
event again and said that they would participate in the future
because very few events are organised in their villages. Some
wanted their family members to participate in the event so that
they would remember the key messages more effectively. The
local health staff commented health education without properly
engaging the community results in minimal impact. Our community engagement project used traditional Cambodian
drama to incorporate key messages about malaria prevention
and elimination. A similar method was used in a study in Laos
which utilized traditional folk songs known as ‘lam’ as an educa-
tional medium for preventing HIV/AIDS13. Based on interviews
in the focus group discussions, the authors concluded that tradi-
tional folk songs could be used to motivate individual behavioural
changes and to encourage community action for disease preven-
tion. However, traditional songs were less enticing to the younger
generations who preferred pop songs. Our engagement project
used drama and various music genres which appealed to both the
younger and older generations. Discussion Our results showed that the VDAM project was a feasible method
to engage the rural communities and to convey the key malaria
messages. Villagers said they learned more about malaria
through the drama, enjoyed watching and participating in the
performances and were keen to participate in future events. To our
knowledge, the current paper is the first assessment of using drama
to engage the community for malaria control and elimination. Limitations Since this engagement project had time and budget limitations, a
longitudinal evaluation was not feasible. Furthermore, it was not
possible to differentiate the VDAM project from other engage-
ment and educational projects provided by the provincial health
department, schools and VMWs. Since there was no before
and after comparison made, it was not possible to determine the
extent of changes in knowledge of malaria amongst villagers. The
ultimate indicator of success is the elimination of malaria in these
villages, which would be attributable to many factors. Drama within a community engagement strategy Drama within a community engagement strategy
Community engagement is increasing recognized as integral to
successful and ethical health-related research17. To maximize the
efficiency of the community engagement programme, a combi-
nation of ‘top-down’ and ‘bottom-up’ approaches are needed18. Such a combination of approaches was taken to promote VDAM Page 7 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Acknowledgements This project was conducted by the Mahidol-Oxford Tropical Medi-
cine Research Unit (MORU) in collaboration with the Battambang
Provincial Health Department. MORU works in Cambodia in
partnership with the National Center for Parasitology Entomology
and Malaria Control. Data availability Our sample size was small as we were limited by practicalities:
chiefly the interviewers could not attend all of the remote villages
where the drama took place. The performances tended to end
quite late at night and villagers had to go home immediately after
the event ended to wake up early the next day. Many people also
appeared to be shy and somewhat reluctant to be interviewed. Due to ethical and security considerations, the data that supports
the findings in this study can be accessed only through the Data
Access Committee at Mahidol Oxford Tropical Medicine Research
Unit (MORU). The data sharing policy can be found here: http://
www.tropmedres.ac/data-sharing. The application form for datasets
under the custodianship of MORU Tropical Network can be found
as a Supplementary File. Abbreviations The funders had no role in study design, data collection and analysis,
decision to publish, or preparation of the manuscript. CNM: Cambodian National Centre for Parasitology, Entomology
and Malaria Control; MEAF: Malaria Elimination Action Frame-
work; MORU: Mahidol-Oxford Tropical Medicine Research Unit;
VDAM: Village Drama Against Malaria; VMW: village malaria
worker. Conclusions We conclude that although there were many challenges, vil-
lage drama and its associated activities such as competitions and
workshops is feasible as a community engagement strategy. Audience
members recalled the plot of the performance and the malaria-
related messages, indicating that the key messages were clear and
concrete. Villagers perceived drama as entertaining and as the pre-
ferred choice of community engagement activity. Using drama
is a promising way to engage communities and could be considered
as part of the community engagement for malaria elimination. Competing interests
The authors declare that they have no competing interests. Grant information
This work was supported by the Wellcome Trust [096527 and
106698]. 1.
Lwin KM, Imwong M, Suangkanarat P, et al.: Elimination of Plasmodium
falciparum in an area of multi-drug resistance. Malar J. 2015; 14: 319.
PubMed Abstract | Publisher Full Text | Free Full Text
2.
Tripura R, Peto TJ, Chalk J, et al.: Persistent Plasmodium falciparum and
Plasmodium vivax infections in a western Cambodian population: implications
for prevention, treatment and elimination strategies. Malar J. 2016; 15(1): 181.
PubMed Abstract | Publisher Full Text | Free Full Text Ethical statement The study was approved by the Oxford Tropical Research Ethics
Committee (OXTREC; 1015-13), National Ethics Committee for
Health Research Cambodia (18th Feb 2016 NECHR 0051), and
registered on clinicaltrials.gov (NCT01872702). Verbal informed
consent was obtained from all participants prior to commencing
the interviews and questionnaires. Verbal consent for this study
was approved by OXTREC in accordance with their guidelines on
consent
(https://www.admin.ox.ac.uk/curec/resources/informed-
consent/) as well as the local ethics committee. Approvals for the
VDAM project, use of social media as well as filming and pho-
tography for all public events were obtained from the national and
provincial authorities prior to the start of the project. We thank the communities, village leaders, school directors, health
centres, and local authorities in Battambang that participated in
this project. We also thank Nicholas Day (MORU), Kayna Kol
(MORU), Chhouen Heng (MORU), Kem Sovann (MORU), Coco
Snethlage (MORU), Mark Droogleever (MORU), Pachararit Wis-
mol (MORU), and Abby Taylor (Wellcome Trust, UK). Photography
and videography by Nicky Almasy at N/A Productions. Permission
has been obtained by the named individuals to be acknowledged in
the manuscript. 3.
Maude RJ, Nguon C, Ly P, et al.: Spatial and temporal epidemiology of clinical
malaria in Cambodia 2004–2013. Malar J. 2014; 13: 385.
PubMed Abstract | Publisher Full Text | Free Full Text
4.
Noedl H, Se Y, Schaecher K, et al.: Evidence of Artemisinin-Resistant Malaria in
Western Cambodia. N Engl J Med. 2008; 359(24): 2619–2620.
PubMed Abstract | Publisher Full Text
5.
Phyo AP, Nkhoma S, Stepniewska K, et al.: Emergence of artemisinin-resistant 2.
Tripura R, Peto TJ, Chalk J, et al.: Persistent Plasmodium falciparum and
Plasmodium vivax infections in a western Cambodian population: implications
for prevention, treatment and elimination strategies. Malar J. 2016; 15(1): 181.
PubMed Abstract | Publisher Full Text | Free Full Text Supplementary materialh Supplementary materialh Supplementary material
Supplementary File 1: The application form for datasets supporting this research, under the custodianship of MORU Tropical Network. pp
y
Supplementary File 1: The application form for datasets supporting this research, under the custodianship of MORU Tropical Network. Cl k h
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PubMed Abstract | Publisher Full Text | Free Full Text
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Tripura R, Peto TJ, Chalk J, et al.: Persistent Plasmodium falciparum and
Plasmodium vivax infections in a western Cambodian population: implications
for prevention, treatment and elimination strategies. Malar J. 2016; 15(1): 181.
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Maude RJ, Nguon C, Ly P, et al.: Spatial and temporal epidemi
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Directorate General for Health, and ICF International: Phnom Penh, Cambodia, and
Rockville, Maryland, USA. 2015. Reference Source malaria on the western border of Thailand: a longitudinal study. Lancet. 2012;
379(9830): 1960–6. malaria on the western border of Thailand: a longitudinal study. Lancet. 2012;
379(9830): 1960–6. 6. Ashley EA, Dhorda M, Fairhurst RM, et al.: Spread of Artemisinin Resistance in
Plasmodium falciparum Malaria. N Engl J Med. 2014; 371(5): 411–423. P bM d Ab t
t | P bli h
F ll T
t | F
F ll T
t 6. Ashley EA, Dhorda M, Fairhurst RM, et al.: Spread of Artemisinin Resistance
Plasmodium falciparum Malaria. N Engl J Med. 2014; 371(5): 411–423. PubMed Abstract | Publisher Full Text | Free Full Text 13. Yoshida I, Kobayashi T, Sapkota S, et al.: Evaluating educational media using
traditional folk songs (‘lam’) in Laos: a health message combined with oral
tradition. Health Promot Int. 2012; 27(1): 52–62. PubMed Abstract | Publisher Full Text 7. Tun KM, Imwong M, Lwin KM, et al.: Spread of artemisinin-resistant Plasmodium
falciparum in Myanmar: a cross-sectional survey of the K13 molecular marker. Lancet Infect Dis. 2015; 15(4): 415–21. PubMed Abstract | Publisher Full Text | Free Full Text 14. Kroeger A, Meyer R, Mancheno M, et al.: Health education for community-based
malaria control: an intervention study in Ecuador, Colombia and Nicaragua. Trop Med Int Health. 1996; 1(6): 836–46. PubMed Abstract | Publisher Full Text
15. Mahasarinand P: Stop popping pills. 2016. Reference Source
16. Lim R, Peto TJ, Tripura R, et al.: Village Drama Against Malaria. Lancet. 2016;
388(10063): 2990. PubMed Abstract | Publisher Full Text
17. Tindana PO, Singh JA, Tracy CS, et al.: Grand challenges in global health:
community engagement in research in developing countries. PLoS Med. 2007;
4(9): e273. PubMed Abstract | Publisher Full Text | Free Full Text
18. Atkinson JA, Vallely A, Fitzgerald L, et al.: The architecture and effect
of participation: a systematic review of community participation for
communicable disease control and elimination. Implications for malaria
elimination. Malar J. References 2011; 10: 225. PubMed Abstract | Publisher Full Text | Free Full Text 14. Kroeger A, Meyer R, Mancheno M, et al.: Health education for community-based
malaria control: an intervention study in Ecuador, Colombia and Nicaragua. Trop Med Int Health. 1996; 1(6): 836–46. PubMed Abstract | Publisher Full Text 14. Kroeger A, Meyer R, Mancheno M, et al.: Health education for community-based
malaria control: an intervention study in Ecuador, Colombia and Nicaragua. Trop Med Int Health. 1996; 1(6): 836–46. PubMed Abstract | Publisher Full Text 8. Cambodia Malaria Elimination Action Framework (2016–2020). 2016. Reference Source 15. Mahasarinand P: Stop popping pills. 2016. Reference Source 15. Mahasarinand P: Stop popping pills. 2016. Reference Source 9. Canavati SE, Lawpoolsri S, Quintero CE, et al.: Village malaria worker
performance key to the elimination of artemisinin-resistant malaria: a Western
Cambodia health system assessment. Malar J. 2016; 15(1): 282. PubMed Abstract | Publisher Full Text | Free Full Text 16. Lim R, Peto TJ, Tripura R, et al.: Village Drama Against Malaria. Lancet. 2016;
388(10063): 2990. PubMed Abstract | Publisher Full Text 10. Guyant P, Canavati SE, Chea N, et al.: Malaria and the mobile and migrant
population in Cambodia: a population movement framework to inform
strategies for malaria control and elimination. Malar J. 2015; 14(1): 252. PubMed Abstract | Publisher Full Text | Free Full Text 17. Tindana PO, Singh JA, Tracy CS, et al.: Grand challenges in global health:
community engagement in research in developing countries. PLoS Med. 2007;
4(9): e273. PubMed Abstract | Publisher Full Text | Free Full Text 17. Tindana PO, Singh JA, Tracy CS, et al.: Grand challenges in global health:
community engagement in research in developing countries. PLoS Med. 2007;
4(9): e273. PubMed Abstract | Publisher Full Text | Free Full Text 11. Wangroongsarb P, Satimai W, Khamsiriwatchara A, et al.: Respondent-driven
sampling on the Thailand-Cambodia border. II. Knowledge, perception,
practice and treatment-seeking behaviour of migrants in malaria endemic
zones. Malar J. 2011; 10(1): 117. PubMed Abstract | Publisher Full Text | Free Full Text 18. Atkinson JA, Vallely A, Fitzgerald L, et al.: The architecture and effect
of participation: a systematic review of community participation for
communicable disease control and elimination. Implications for malaria
elimination. Malar J. 2011; 10: 225. PubMed Abstract | Publisher Full Text | Free Full Text 18. Alun Davies
1,2 Kenya Medical Research Institute-Wellcome Trust Research Programme, Kilifi, Kenya
1 The Centre for Tropical Medicine, University of Oxford, Oxford, UK
2 The Centre for Tropical Medicine, University of Oxford, Oxford, UK
2 Overall, I feel that the novel approach described in this project is worthy of disseminating to wider
engagement audiences. The study is described in a fairly clear way; however, aspects could be improved
on to strengthen the article. Firstly, I would encourage the authors to clearly reference the Facebook and YouTube links explicitly with
hyperlinks within the document if this is possible. The footage and images within these links clearly
convey: the nature of the engagement; the participants and audiences involved in the activities; some of
the challenges the authors and implementers encountered; and the sheer enjoyment of the participants in
taking part in the activities. These are incredibly beautiful and striking images which bring the article alive
and so are worth making the most of (assuming of course that the participants are happy for their images
to be shared). There is a risk that readers may interpret the project as using a ‘deficit model’ of engagement, where
educated researchers enter ‘illiterate’ communities to fill the knowledge gaps. Though the main aim of the
activities described is explicitly stated as addressing health knowledge gaps related to Malaria control, I
feel that more of an emphasis could be made of the close collaboration between researchers and
community members required in implementing this project, drawing on existing local talent and
knowledge, towards addressing goals of engagement/health promotion. This collaboration was especially
evident in the videos. In relation to this, if the data-set included evidence of a strengthening relationship,
mutual-understanding or trust between researchers and participants, then this would be worth including. There is some ambiguity about the overall aim of the engagement/research. The abstract states that the
purpose of the project is to assess the feasibility of a drama project as a community engagement strategy. The description however, lacks an ethical argument as to why the authors selected health-promotion
activities as a vehicle for engaging communities. Playing devil’s advocate, it could be argued that health
promoting activities such as “using insecticide-treated bednets and repellents, etc.” rather than being the
role of health researchers, is the work of the the Cambodian National Centre for Parasitology, Entomology
and Malaria Control (CNM), through their Malaria Elimination Action Framework (MEAF) 2016–2020. References Atkinson JA, Vallely A, Fitzgerald L, et al.: The architecture and effect
of participation: a systematic review of community participation for
communicable disease control and elimination. Implications for malaria
elimination. Malar J. 2011; 10: 225. PubMed Abstract | Publisher Full Text | Free Full Text 18. Atkinson JA, Vallely A, Fitzgerald L, et al.: The architecture and effect
of participation: a systematic review of community participation for
communicable disease control and elimination. Implications for malaria
elimination. Malar J. 2011; 10: 225. PubMed Abstract | Publisher Full Text | Free Full Text 12. National Institute of Statistics, Directorate General for Health, ICF International: 12. National Institute of Statistics, Directorate General for Health, ICF International: Page 9 of 17 Page 9 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Version 1 13 October 2017
Referee Report Open Peer Review Current Referee Status: Current Referee Status: Current Referee Status: Alun Davies
1,2 Since the discussion presents a case that this is an engagement project ‘integral to successful and ethical
health-related research,’ more clarity is needed in arguing why conducting health-promotion activities
addresses ethical goals of community engagement. For example, did the implementers feel that they
were well placed to conduct these activities, given their knowledge of malaria, to conduct health Page 10 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 promotion? Was it a form of addressing ‘justice’ and ‘beneficence’ in research through offering community
members means of improving their health? Was the purpose of the engagement to strengthen community
members understanding of Malaria control, in order to complement informed consent for a specific MORU
study (addressing ‘respect for persons’)? Or was it a means of strengthening relationships between
research host communities and researchers (there is some evidence of this – leaders felt that participation
offered an opportunity to learn about the work of MORU)? … or was it a combination of all of these? I feel
that using health-promotion as a means of engagement is entirely justifiable (see for example Participants
in the CE and Consent Workshop (2013) or (Nakibinge et al., 2009 ), but I think the ambiguity could be
cleared with a short description/justification of why they are using it. 1
2 In relation to the above paragraph it would be helpful to provide a clearer description of the Malaria
Elimination Action Framework (MEAF) 2016–2020. Is this a guideline document, or a group of
government interventions, or both? Is the Battambang Provincial Health Department responsible for
implementing this framework? If so, what are they already doing on the ground? Does MORU have a
“Malaria elimination’, or related study which this engagement project is part of, or is the project a
stand-alone? Alun Davies
1,2 I agree with other referees with regards to the following points agree with other referees with regards to the following points Requiring reference to the value of working with participatory visual methods as a commu
engagement approach in public health and health research Requiring reference to the value of working with participatory v
engagement approach in public health and health research engagement approach in public health and health research The relatively small sample size, but that this is acknowledged as a limitation The overlaps with regards to the data presented within the findings themes and how these could
be streamlined In addition to the above points, I would have liked to have seen more participant quotes to highlight some
of the qualitative findings, for example, in the following areas: a) the drama bringing about reported
behaviour change; b) a quote from the children’s song; c) a quote highlighting that drama was the
preferred activity; d) evidence of establishing trust by community leaders translating to subsequent
participation; and e) evidence of a desire for further participation. This article provides a description of the creative use of a culturally appropriate method to engage
communities with health and health research. As such it is worthy of being indexed. References 1. Participants in the Community Engagement and Consent Workshop , Kilifi, Kenya , March 2011:
Consent and community engagement in diverse research contexts. . 2013;
J Empir Res Hum Res Ethics
8
(4): 1-18
|
PubMed Abstract Publisher Full Text
2. Nakibinge S, Maher D, Katende J, Kamali A, Grosskurth H, Seeley J: Community engagement in health
research: two decades of experience from a research project on HIV in rural Uganda. . Trop Med Int Health
2009;
(2): 190-5
|
14
PubMed Abstract Publisher Full Text Is the work clearly and accurately presented and does it cite the current literature? Partly Are all the source data underlying the results available to ensure full reproducibilit
No source data required I have read this submission. I believe that I have an appropriate level of expertise to confirm that
it is of an acceptable scientific standard, however I have significant reservations, as outlined
above. 06 October 2017
Referee Report doi:10.21956/wellcomeopenres.13638.r26534 Are sufficient details of methods and analysis provided to allow replication by others?
Partly Are sufficient details of methods and analysis provided to allow replication by others? Partly Page 11 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 If applicable, is the statistical analysis and its interpretation appropriate? Not applicable
Are all the source data underlying the results available to ensure full reproducibility? No source data required
Are the conclusions drawn adequately supported by the results? Yes
No competing interests were disclosed. Competing Interests:
Referee Expertise: Public/community engagement with health research
I have read this submission. I believe that I have an appropriate level of expertise to confirm th
it is of an acceptable scientific standard, however I have significant reservations, as outlined
above. doi:10.21956/wellcomeopenres.13638.r26534 Mary Chambers
Oxford University Clinical Research Unit (OUCRU), Ho Chi Minh City, Vietnam Oxford University Clinical Research Unit (OUCRU), Ho Chi Minh City, Vietnam It is timely to have a publication describing the strengths and weaknesses of community engagement
activities. Pressure from funders and increasing researcher interest in engagement means that more
biomedical trials and research studies have a community engagement component. However, publications
evaluating their effectiveness are scarce. The authors clearly state the reasons for and the methods of engagement. The genre of engagement
seems appropriate for the population served, as backed by the evaluation. The data collection is
described clearly, although I would like the authors to clarify the timeframe between the activities and the
interviews/focus group. This is relevant if they are assessing recall of the theatre script content and
attributing the engaging methods of health promotion for people's ability to remember the key health
messages. The number of participants is small and ideally they would have interviewed more villagers, and at
different time points. The authors acknowledge this as a limitation to the study. The discussion is clear and conclusions appropriate. However, I would question the overall conclusion
that village drama could be considered as part of CE for malaria elimination without some discussion as to
whether these activities are prohibitively costly for local health systems to conduct. The question of
sustainability as an imbedded CE/public health activity is not addressed. Perhaps the conclusion that they
may be effective as part of an externally funded research engagement strategy would be more
appropriate. These minor limitations do not prevent this from being a well written and useful contribution to the
literature about community engagement in a biomedical research setting. Page 12 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Is the work clearly and accurately presented and does it cite the current literature? Yes
Is the study design appropriate and is the work technically sound? Yes
Are sufficient details of methods and analysis provided to allow replication by others? Yes
If applicable, is the statistical analysis and its interpretation appropriate? Not applicable
Are all the source data underlying the results available to ensure full reproducibility? Yes
Are the conclusions drawn adequately supported by the results? Yes
No competing interests were disclosed. Competing Interests:
I have read this submission. Gillian F. Black
Sustainable Livelihoods Foundation, Cape Town, South Africa Gillian F. Black
Sustainable Livelihoods Foundation, Cape Town, South Africa Gillian F. Black
Sustainable Livelihoods Foundation, Cape Town, South Africa Sustainable Livelihoods Foundation, Cape Town, South Africa Sustainable Livelihoods Foundation, Cape Town, South Africa doi:10.21956/wellcomeopenres.13638.r26534 I believe that I have an appropriate level of expertise to confirm that
it is of an acceptable scientific standard. I have read this submission. I believe that I have an appropriate level of expertise to confirm that
it is of an acceptable scientific standard. 05 October 2017
Referee Report doi:10.21956/wellcomeopenres.13638.r26538 doi:10.21956/wellcomeopenres.13638.r26538 Is the work clearly and accurately presented? For the most part, the work is clearly and accurately presented, but important clarifications are required at
certain points. It is emphasized throughout that drama is the key engagement strategy being evaluated. However, the
VDAM community engagement approach (at each site) comprised of a 3-day workshop including art,
music, village concerts and competitions, with a (participatory) drama performance taking place on the
final evening. As far as I can understand, drama was not used in isolation in any of the participant villages. So using the term 'drama project' is questionable. The authors could perhaps consider another term that
better reflects the multi-pronged nature of the community engagement approach taken. The authors explain that the project took place between June and September 2016, and that the
interviews and focus group discussions were conducted in July of that year. Details are provided about
the groups who were included in these processes, and the number of respondents. Were all of the
respondents from the same village? (i.e. are all responses based on a single 3-day workshop event?). It is
important to know this as it will indicate which of the study areas are represented in the results and
conclusions. (At several points in the paper, the authors refer to ‘the’ event or ‘the’ performance, which
indicates that the results are indeed based on the implementation of a single workshop activity. Please do
clarify if this was the case). Page 13 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 It is explained that the project also included modern technologies such as drones to film the villages and
social media to share photos and videos across the province. These elements of the engagement
process do not inform the research findings described in the article. I was left wondering why this
information was included in the paper, what the main purpose of this province wide dissemination was,
and what the ethical implications of these disseminations approaches were. The average rate of event participation is calculated to be 66% across all the villages, and this statistic is
highlighted in the paper abstract. Is the work clearly and accurately presented? The authors explain that a single 3-day workshop was held for each
village, that there is appreciable variation in the size of the villages, and that the majority of villagers
commute on foot, making it potentially difficult for residents of the largest villages to attend the drama
events (due to walking distance). The suggestion that walking distance may explain lower participation
rates in larger villages could be substantiated by a formal but simple analysis of population size versus
percent attendance. A comment on the feasibility/practicality/value of implementing more than one
workshop in the larger villages would be helpful, too. I felt that certain parts of the results section (e.g. page 6 ‘Combining arts and science…’ and ‘Social
relationships in Cambodia…’) would be more appropriately placed in the discussion. Current literature In the discussion, the authors mention that - to their knowledge - ‘the current paper is the first assessment
of using drama to engage ‘ the community’ for malaria control and elimination’. M Frishkopf and his
colleagues have recently published research showing that a performing arts public health intervention in
northern Ghana was effective to convey key messages about malaria transmission to local audiences
(Frishkopf M. et al, 2016 )
1 Additional reference to growing international recognition of both the value and ethics of community
engagement in health-related research could be included. (King KF et al., 2014 . Wallerstein and Duran,
2010 ). 2
3 The key community engagement intervention strategy that is discussed in this paper is participatory
drama. Drama is a visual method of engagement. Some reference to the value of working with
participatory visual methods as a community engagement approach in public health and health research
would add an important element to the current article (Mitchell and Sommer, 2016 )
4 sufficient details of methods and analysis provided to allow replication by others? Are sufficient details of methods and analysis provided to allow replication by others? On page 5, the authors explain that their sampling method was purposive and limited by practicalities, but. To enable replicability, it would have been helpful to be given a brief description of the process through
which interview respondents and focus group members were selected. The authors also explain that semi-structured interviews were done with various groups, including five
professional actors one village malaria worker. The results section describes thematic key responses
from different participant groups – especially the villagers - but there is no mention of responses from the
actors or the VMWs. A complete understanding of the feasibility of the engagement strategy will only be
gained through including the perspectives of all research respondents in the analysis. The description of the drama workshops and performances indicates that the drama was partly developed
before the village engagement activities began, and then further developed during the workshop. This
further development included participation from teenagers and young people, at each site, by the
incorporation of their personal stories and experiences. This process of drama development is a very
i
t
t
t
f th
th d l
d
h t
it
t I
ld
t th t
bit Page 14 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 important part of the methodology and approach to community engagement. I would suggest that a bit
more detail is provided here as to the steps taken, for the purposes of replicability by others in the field. In
the interest of the word count, this could perhaps be written in detail as supplementary material. important part of the methodology and approach to community engagement. I would suggest that a bit
more detail is provided here as to the steps taken, for the purposes of replicability by others in the field. In
the interest of the word count, this could perhaps be written in detail as supplementary material. The section describing the main storyline for the play is currently included in the results section (page 6). It does not describe the results of the data analysis, and would be more appropriately placed in the
methods section. However, the storyline description is not necessary to the understanding of the project
and could be left out entirely. Are the conclusions drawn adequately and supported by the results? Seven themes were surfaced through analysis of the data generated by the interviews and focus group
discussions. There is a large overlap between the areas explored in the interview guides and the resulting
themes. This is not entirely surprising, given the small sample size in each respondent group, but it is
worth noting as a study limitation. The groups that participated in the interviews/focus group discussions, and the number of respondents in
each of these groups, is described on page 5. For example, we know that there was 1 local health staff
respondent and 1 village leader respondents. However, at several points in the results sections, the
writing indicates that there were multiple respondents in these groups. (‘Staff from the local health
authority felt…’, and ‘ Village leaders were interested because…’. The text needs to more accurately
reflect the singular nature of these responses, and of the other interviewed groups that contained a single
respondent. I wonder if sustainability is a relevant theme to be discussed this paper, based on the results of the data
analysis that are described. The actual responses cited in this section refer to better understanding about
malaria elimination projects that were gained through the engagement approach, which would seem to fit
under theme 3 (understanding and learning about malaria using drama). Also, increased willingness of
villagers to do blood testing does not speak to the sustainability of the engagement approach that is being
evaluated, but rather to its impact. I would suggest revisiting this section and thinking about which parts
are results that could be included under other themes, and which parts could be moved to the methods or
discussion sections. The conclusions that are drawn are based on both the rates of participation in each village (averaging out
at 66%) and the results from interviews and focus group sessions. In the section on data collection, the
authors do acknowledge that their sampling was limited by practicalities, but the small sample size of
each respondent group is a key limitation and this needs to be noted in the conclusion section. Additional Comments In the results section of the abstract, it is indicated that 'The event saw a very positive response...' Again
this indicates that – even although the project included community engagement activities in 20 villages -
the article is based on a single engagement event. If this is the case, readers should be made aware of
this in the abstract. In the conclusion of the abstract, it is stated that 'the drama project was feasible in promoting awareness
and understanding of malaria prevention and control'. This statement could be qualified by adding 'in this
context' (i.e. rural settings in S.E. Asia). I would make the same suggestion for the final concluding
statement in the paper. In the discussion, it would have been interesting to hear some of the authors reflections on the ethical In the discussion, it would have been interesting to hear some of the authors reflections on the ethical Page 15 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 considerations of using this specific approach to community engagement, having gained this important
experience. For example, as far as I can see, approvals for the use of social media, filming and
photography were only gained from the provincial authorities. Is this level of approval sufficient? If so, why
is this considered to be the case? Did the project process foster expectations about the elimination of
malaria in the district? If so, how were such expectations managed by the MORU team? considerations of using this specific approach to community engagement, having gained this important
experience. For example, as far as I can see, approvals for the use of social media, filming and
photography were only gained from the provincial authorities. Is this level of approval sufficient? If so, why
is this considered to be the case? Did the project process foster expectations about the elimination of
malaria in the district? If so, how were such expectations managed by the MORU team? In the discussion, a sentence or two indicating the authors learning from using a professional, touring
drama team as the lead performers in a participatory process would also have valuable. Page 3. The explanation of literacy rates needs to be clarified For example : The 2014 census indicated
literacy rates to be 93% and 77% in urban and rural areas, respectively. The ethical statement on page 5 is duplicated on page 8. This interesting research article provides important insights into the possibilities and challenges for
multi-pronged, creative community engagement strategies to contribute to malaria elimination in rural
South East Asia. With a little more reference to directly resonant publications, greater attention to
grammar in some places, the repositioning of certain content, and the inclusion of ethical reflection, it will
make an excellent and needed contribution to the community engagement in global health literature. Additional Comments On page 5, the authors explain that approval for the main script, storyline and key messages was sought
from provincial health authorities. Was approval for these things also sought, at any stage, from villagers,
VMW or local health staff? The authors explain that the average number of attendees at each village performance was 430. This is a
large audience size for a community drama event. Were there any implications of this, for example
background noise levels, or children running around? Were microphones/speakers used in this process? I
wonder if this element of the drama engagement was explored through the interviews or focus groups. These are also important methodological details for the purposes of replicability. Minor comments In five cases, the spelling/formatting of the village names differs between the map (Figure 1) and Table 1. The ethical statement on page 5 is duplicated on page 8. References 1. Frishkopf M, Hamze H, Alhassan M, Zukpeni I, Abu S, Zakus D: Performing arts as a social technology
for community health promotion in northern Ghana. . 2016; (1):
Family Medicine and Community Health
4
22-36
Publisher Full Text 2. King KF, Kolopack P, Merritt MW, Lavery JV: Community engagement and the human infrastructure of
global health research. . 2014;
: 84
|
BMC Med Ethics
15
PubMed Abstract Publisher Full Text
3. Wallerstein N, Duran B: Community-based participatory research contributions to intervention
research: the intersection of science and practice to improve health equity. . 2010;
Am J Public Health
100
: S40-6
|
Suppl 1
PubMed Abstract Publisher Full Text
4. Mitchell CM, Sommer M: Participatory visual methodologies in global public health. . Glob Public Health
(5-6): 521-7
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11
PubMed Abstract Publisher Full Text Is the work clearly and accurately presented and does it cite the current literature? Partly Is the work clearly and accurately presented and does it cite the current literature? Partly Page 16 of 17 Wellcome Open Research 2017, 2:95 Last updated: 13 OCT 2017 Is the study design appropriate and is the work technically sound? Partly
Are sufficient details of methods and analysis provided to allow replication by others? Partly
If applicable, is the statistical analysis and its interpretation appropriate? Not applicable
Are all the source data underlying the results available to ensure full reproducibility? No source data required
Are the conclusions drawn adequately supported by the results? Partly
No competing interests were disclosed. Competing Interests:
Referee Expertise: Participatory visual methods for community engagement in public health and health
science research
I have read this submission. I believe that I have an appropriate level of expertise to confirm that
it is of an acceptable scientific standard, however I have significant reservations, as outlined
above. Are the conclusions drawn adequately supported by the results?
Partly I have read this submission. I believe that I have an appropriate level of expertise to confirm that
it is of an acceptable scientific standard, however I have significant reservations, as outlined
above. Page 17 of 17
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Creaming and Parking in Quasi-Marketised Welfare-to-Work Schemes: Designed Out Of or Designed In to the UK Work Programme?
|
Journal of social policy
| 2,014
|
cc-by
| 8,779
|
Jnl Soc. Pol. (2015), 44, 2, 277–296 © Cambridge University Press 2014. This is an Open Access article, distributed
under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/), which
permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly
cited. Jnl Soc. Pol. (2015), 44, 2, 277–296 © Cambridge University Press 2014. This is an Open Access article, distributed
under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/3.0/), which
permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly
cited. doi:10.1017/S0047279414000841 Abstract ‘Creaming’ and ‘parking’ are endemic concerns within quasi-marketised welfare-to-work
(WTW) systems internationally, and the UK’s flagship Work Programme for the long-term
unemployed is something of an international pioneer of WTW delivery, based on outsourcing,
paymentbyresultsandproviderflexibility.IntheWorkProgrammedesign,providers’incentives
to ‘cream’ and ‘park’ differently positioned claimants are intended to be mitigated through the
existence of nine payment groups (based on claimants’ prior benefit type) into which different
claimants are allocated and across which job outcome payments for providers differ. Evaluation
evidence suggests however that ‘creaming’ and ‘parking’ practices remain common. This paper
offers original quantitative insights into the extent of claimant variation within these payment
groups, which, contrary to the government’s intention, seem more likely to design in rather
than design out ‘creaming’ and ‘parking’. In response, a statistical approach to differential
payment setting is explored and is shown to be a viable and more effective way to design a set
of alternative and empirically grounded payment groups, offering greater predictive power and
value-for-money than is the case in the current Work Programme design. 10.1017/S0047279414000841
Creaming and Parking in Quasi-Marketised
Welfare-to-Work Schemes: Designed Out
Of or Designed In to the UK Work
Programme? ELEANOR CARTER∗and ADAM WHITWORTH∗∗
∗Department of Geography, University of Sheffield, UK
email: ecarter1@sheffield.ac.uk
∗∗Department of Geography, University of Sheffield, UK
email: adam.whitworth@sheffield.ac.uk Quasi-marketised WTW governance: convergence in logics
and tensions The past fifteen years have seen considerable changes in how welfare-to-work
(WTW) is organised and delivered across the advanced economies with a
consistent trend – though with inevitable variation within it (van Berkel et al.,
2012) – towards ‘work first’ activation delivered by a mixture of contractualism,
managerialism and marketisation (van Berkel, 2010; van Berkel et al., 2012; de
Graaf and Sirovatka, 2012). In the UK context, this is evident in the progression
through New Deals from 1997, Employment Zones from 2001, Pathways to
Work from 2007, Flexible New Deals from 2009 and, most recently, in the 278 eleanor carter and adam whitworth 278 form of the Work Programme since 2011, each more fully and deeply embracing
these principles than its predecessor. The UK has seen remarkable cross-party
agreement to this approach, aided by the transfer of key policy actors such
as Lord Freud from Labour to the Conservatives in 2009. Hence, the arrival
of a Conservative-Liberal Democrat Coalition government in the 2010 general
election after thirteen years of Labour government, and the roll-out of its flagship
Work Programme WTW ‘does nothing to break out of the policy paradigm
established by Labour; it simply takes it further and faster’ (Lister and Bennett,
2010: 102). Delivery within the Work Programme takes place through contracts between
the Department for Work and Pensions (DWP) and large-scale, mainly private
sector, ‘Prime providers’ (Primes) who can both deliver services themselves
and/or sub-contract to organisations within large and complex supply chains
which sit underneath each Prime. The programme is structured geographically
into eighteen large ‘regional’1 Contract Package Areas (CPAs) with two or three
Primes in each CPA to whom claimants are randomly allocated from the public
sector Jobcentre Plus if they have not found work within an initial period of
Jobcentre Plus provision, usually nine to twelve months. Whilst Flexible New
Deal prescribed mandatory service components, the Work Programme operates
a ‘black box’ delivery model, with providers having significant flexibility over
interventions to, in principle, support experimentation and harness providers’
specialisation and innovation. Quasi-marketised WTW governance: convergence in logics
and tensions At the heart of the Work Programme is payment-
by-results for job outcomes: providers receive a small initial ‘attachment fee’
for taking a client on (though this ended in April 2014); receive a main ‘job
outcome payment’ if a participant has been supported into ‘sustained paid work’
(of three months or six months duration depending on the payment group);
and with further ‘sustainment payments’ available every four weeks for keeping
a participant in employment (up to a maximum of twenty-four months). In these ways, Work Programme both draws from and contributes to
the shared international trend towards WTW models built around principles
and practices of quasi-marketisation and new public management. However,
awareness of the international evidence around such WTW systems highlights a
range of by now well-known problems, tensions and risks concerning their ability
to achieve what are often conflicting policy aims around efficiency, performance,
innovation, personalisation and equity. Despite extensive work analysing cross-
national trends towards different forms of ‘new’ WTW governance regimes since
the late 1990s, there remains a distinct lack of clear evaluation evidence as to
their effects (Bredgaard and Larsen, 2008; de Graaf and Sirovatka, 2012). The
piecemeal evidence that does exist suggests that effects are uncertain, variable
and contingent on context and implementation (van Berkel and van der Aa, 2005;
Bredgaard and Larsen, 2008; de Graaf and Sirovatka, 2012). In part, this reflects
the difficulty in robustly evaluating what have tended to be rapidly evolving creaming and parking in the uk work programme 279 reforms, because new ‘implementation hazards’ are thrown up as policies are
implemented and as policy makers respond to problems, disappointments and
shifting priorities as they emerge (Bredgaard and Larsen, 2008; van Berkel, 2010;
Finn, 2011a; Finn, 2011b). The patchwork of evidence that does exist suggests
that outsourced provision is not more effective than public services in achieving
job outcomes, but that claimants do tend to be more satisfied with outsourced
provision. The evidence also suggests that quasi-marketised WTW can – but
might not (e.g., as in the Netherlands) – generate efficiency savings and that
cost-cutting makes the ‘hardest to help’ claimants vulnerable, is often hampered
by significant (and often significantly underestimated) ongoing pressures to re-
regulate and is often achieved by providers retreating to a relatively generic and
basic offer (Struyven and Steurs, 2005; Davies, 2008; Bredgaard and Larsen, 2008;
Considine et al., 2011; de Graaf and Sirovatka, 2012). ‘Creaming’ and ‘parking’ in the Work Programme: designed out or
designed in? Among these issues, of particular focus in this paper are internationally shared
concerns and experiences relating to the inequitable treatment of ‘harder to
help’ claimants within the context of quasi-marketised WTW programmes that
operate on a payment-by-results basis – i.e., what the WTW literature refers to as
problems of ‘creaming’ and ‘parking’. This is particularly true when such schemes
also operate a light touch minimum standards and monitoring framework, face
tight performance targets and costs pressures and/or are dominated by for-
profit providers, all of which apply in the case of the UK Work Programme. In the context of WTW interventions, ‘creaming’ refers to provider behaviour
that prioritises attention for unemployed claimants with fewer barriers to work
and who are therefore felt to be easier, cheaper and also more likely to move
into paid work and release outcome payments. In contrast, ‘parking’ refers to
provider behaviour that deliberately neglects giving time, energy or resources
to unemployed claimants with more substantial barriers to work, given that
such claimants are considered to be relatively unlikely to move into paid work
and/or to require considerable, and usually expensive, employment support to
make a move into paid work likely (and hence an outcome payment). The
practice of creaming and parking clearly cuts against the explicit policy intention
to ‘narrow the performance gap between easier and harder to help claimants’
(NAO, 2012: 5), but the financial and psychological implications of the practice
are also of concern. Creaming and parking effectively translate to overpayment
by government for any given employment outcome secured, and for individual
programme participants who are denied meaningful support there are serious
ramifications since unemployment, when coupled with lack of progression and
ability to control the future life course, is associated with reduced mental 280 eleanor carter and adam whitworth well-being (Fryer, 1986). Given that providers receive payments based on job
outcomes, there is a core tension around how best to deal with the inevitable
variation in the likelihood of different claimants’ successfully moving into paid
work (and hence releasing outcome payments). It is important therefore for
programme design to ensure that the incentives of the economically rational
provider to cream or park claimants, depending on type, is mitigated such that
meaningful and equitable employment support is provided for all, irrespective
of the level, complexity and cost of their support needs. ‘Creaming’ and ‘parking’ in the Work Programme: designed out or
designed in? creaming and parking in the uk work programme 281 • Different programmes or streams for different claimant groups so that
differently tailored support, performance criteria and outcome payments can
be more easily and more explicitly operated for different types of claimants. • Different programmes or streams for different claimant groups so that
differently tailored support, performance criteria and outcome payments can
be more easily and more explicitly operated for different types of claimants. • Different programmes or streams for different claimant groups so that
differently tailored support, performance criteria and outcome payments can
be more easily and more explicitly operated for different types of claimants. • Differential pricing for individual participants within a holistic programme
so that providers are incentivised to work meaningfully with all unemployed
claimants, irrelevant of the level of their support needs/costs because the
outcome payments attached to claimants increase in line with these support
needs/costs. • Milestone payments can be used to incentivise providers to focus on all
claimants despite their different places and trajectories on their employment
journey (e.g., for moving claimants closer to work even if they do not move
into work, for transitions from unemployment into work, or to reward job
retention or progression for those in work). • Claimant leverage can be used systemically to seek to drive up provider
performance by creating effective channels for unemployed participants to
exercise voice (e.g., effective complaints processes and/or customer surveys)
and exit (e.g., participant agency around choosing or switching providers or
interventions). • ‘Star ratings’, as used in the Australian WTW model, where provider
performance is rated based on their outcome performance after having
controlled for the characteristics of claimants and their local areas, hence
seeking to create a fairer comparison between providers with more and less
difficult caseloads. Of these potential policy responses, the Work Programme seeks to mitigate
creaming and parking through minimum service guarantees from Prime
providers and, particularly, via the use of nine separate payment groups with
differential payments across these groups. Of these two mechanisms, weaknesses
inthesubstance,consistencyand,insomecases,eventhepossibleenforceabilityof
providers’ minimum service guarantees render these a far less useful and reliable
protectionthantheycouldbe(Finn,2012).Moreover,theinherentvulnerabilityof
Work Programme providers’ minimum service guarantees combines with highly
imperfect participant awareness both of these guarantees and of the complaints
procedures – particularly the existence of the Independent Case Examiner –
through which claimants might complain and seek improved service. ‘Creaming’ and ‘parking’ in the Work Programme: designed out or
designed in? Mitigating such risks is a perennial design challenge within quasi-marketised
WTW schemes using payment-by-results, and one that international experiences
show to be difficult to resolve. This might be expected to be particularly true
during periods of sustained economic difficulty, when jobs are scarce, when
the economic context is more challenging than it was at the point at which
contracts and performance targets were drawn up, when funding is largely
or wholly based on successful job outcomes such that up-front funding for
more costly interventions is harder to find and when providers are explicitly
for-profit. These are all situations applicable to the Work Programme since
its inception, though Rees et al. (2013) find that sector makes less difference
than might perhaps be expected given the sharp financial pressures experienced
by all providers within the scheme to date. More broadly, it should be noted
that failings in meeting the support needs of harder-to-help claimants are not
exclusive to outsourced provision, and, in part, reflect the reality that providers –
of whatever sector – simply may not have the scope or resources to affect certain
characteristics of claimants (e.g., mental or physical health conditions) or their
local areas (e.g., a chronic lack of suitable jobs locally) that are relevant to their
(un)employment. Despite inevitable variation in results, the international evidence is, on
balance, clear about the risk and existence of creaming and parking in outsourced,
payment-by-results WTW models (Struyven and Steurs, 2005; van Berkel and
van der Aa, 2005; Bredgaard and Larsen, 2008; van Berkel et al., 2012; de
Graaf and Sirovatka, 2012). The international evidence is equally clear about the
central, dynamic, enormously challenging and largely trial-and-error process of
programme design attempts to effectively guard against practices of creaming and
parking (Struyven and Steurs, 2005; Finn, 2009; Finn, 2011a; Finn, 2012). A range
of different design approaches have been proposed and pursued internationally
to mitigate the risks around creaming and parking, and these can be grouped
into six main strands that can be employed either in isolation or in combination: • Accelerator/progressive pricing systems in which payments for job outcomes
increase in size as providers reach further into their caseloads, in principle
incentivising them to support claimants with more complex needs who are
assumed not to be amongst the early movers into paid work. ‘Creaming’ and ‘parking’ in the Work Programme: designed out or
designed in? This payment model is significantly creaming and parking in the uk work programme 283 predicated on realising successful job outcomes such that up-front funding
to providers for interventions is tight while pressures to deliver job outcomes
are intense, due both to the reliance on outcome payments but also to the
permanent threat of contract termination for providers deemed by the DWP to
be underperforming.2 On first impressions, the complex system of payment groups, differential
pricing and milestone payments appears a reasonably robust primary defence
against provider incentives to cream and park claimants. Such a view would
certainly tally with DWP’s own confidence that it will ‘ensure that providers have
strong incentives to help all of their customers’, and will close the performance
gap between the easiest- and hardest-to-help (DWP, 2012: 6). However, the Work
Programme payment groups are defined relatively crudely on the basis simply of
thetypeofbenefitbeingclaimedatthepointofreferral.Thisisincontrasttoother
systems internationally – most notably the Australian Jobseeker Classification
Instrument (JSCI) – that combine complex differential pricing systems with
significantly more subtle profiling instruments. One parking risk is that payments
simply may not be high enough to realistically cover the intervention costs of
the hardest to help, and recent evidence suggests that this may indeed be an
important ongoing problem in the scheme (WPSC, 2013; Riley et al., 2014). Of
central concern to the present paper, however, is the widely discussed but as
yet unquantified risk that the Work Programme’s broad payment groups may
actually offer up incentives for providers to cream and park given that, within
such broad and heterogeneous payment groups, all claimants attract the same
job outcome payment, but there is known to be substantial variation in support
needs/costs, employment likelihood and risk for providers across those claimants
(WPSC, 2011, 2013). Given that these issues have been widely experienced and discussed
internationally, one may ask how Work Programme’s rather simplistic payment
groups came to be, with the DWP offering differential pricing across payment
groups as the primary systemic defence against creaming and parking incentives
within the programme. Chris Grayling, then Minister for Employment within the
DWP explained, ‘we needed to find something that was simple to administer that
was likely to be reasonably reflective’ and that ‘was simple, easy to understand,
where there was no scope for debate and discussion . . . ‘Creaming’ and ‘parking’ in the Work Programme: designed out or
designed in? In practice,
therefore, there is a reliance within the Work Programme on the effectiveness
of the payment groups and the differential pricing structure to defend against
creaming and parking (Finn, 2011b: 2). As shown in Table 1, Work Programme participants are grouped into nine
payment groups across which maximum possible payment levels for providers
vary. This segmentation operates, in the DWP’s view, according to some notion
of the average difficulty of securing transitions to employment for different 282 eleanor carter and adam whitworth TABLE 1. Work Programme payment groups and payment levels
Claimant
Group
number
Customer
Group
Time of
referral
Basis for
referral
Max Payment
Year 1 starters
(£)
% of Work
Programme
population
1
JSA 18–24
From 9
months
JSA
Mandatory
3,810
20.09
2
JSA 25+
From 12
months
JSA
Mandatory
4,395
44.94
3
JSA Early
Access
From 3
months
JSA
Mandatory or
voluntary
depending
6,600
24.65
4
JSA ex-IB
From 3
months
JSA
Mandatory
6,600
0.71
5
ESA vol-
unteers
At any time
from
WCA
Voluntary
3,700
1.76
6
New ESA
claimants
Mandatory
when
expected
to be fit
for work
in 3–6
months;
voluntary
from
WCA
Mandatory or
voluntary
depending
6,500
5.92
7
ESA ex-IB
Mandatory
when
expected
to be fit
for work
in 3–6
months;
voluntary
from
WCA
Mandatory or
voluntary
depending
13,720
1.03
8
IB/IS
(Eng-
land
only)
At any time
Voluntary
3,285
0.23
9
JSA prison
leavers
On release
Mandatory
6,600
0.67
claimants. As noted above, providers can receive three types of payments – an
initial attachment fee (this disappeared in April 2014), a job outcome payment
when a claimant moves into ‘sustained employment’ (work of three or six months TABLE 1. Work Programme payment groups and payment levels claimants. As noted above, providers can receive three types of payments – an
initial attachment fee (this disappeared in April 2014), a job outcome payment
when a claimant moves into ‘sustained employment’ (work of three or six months
depending on the payment group) and further monthly sustainment payments
when a claimant remains in paid work. ‘Creaming’ and ‘parking’ in the Work Programme: designed out or
designed in? There will be variations
within each group, that is inevitable but we think as a broad average it gives
the providers a sensible basis to work with’ (Grayling in WPSC, 2011: Ev40;
28). Robert Devereux, Permanent Secretary of the DWP, mirrors this sentiment
that the Work Programme payment groups and differential payments system
‘begins to move us towards trying to reflect some of the average difficulty [of
moving claimants into sustained employment]. Everything we have done here
takes us really a long way forward compared with where we were’ (PAC, 2012:
26). 284 eleanor carter and adam whitworth 284 It is undoubtedly true that the Work Programme’s differential payment
design is administratively simple, easy to explain and understand, and more
nuanced then previous schemes. Yet, it has also been repeatedly pointed out that
the current segmentation based on benefit type is an overly – and, in our view,
unduly – crude basis on which to proxy distance to labour market and, as a
consequence, on which to calibrate groups and differential payment levels (Lane
et al., 2013; WPSC, 2011; WPSC, 2013). Rather, the more appropriate question is
not, as Robert Devereux suggests, whether the current Work Programme design
is more complex than previous designs in a relative sense – it is (WPSC, 2013:
33) – but, rather, whether or not it is adequate and effective in an absolute sense
in mitigating provider incentives to cream and park and, in so doing, to deliver
effective support for all claimants as well as value-for-money for the taxpayer. Here, unfortunately, there is growing and consistent evidence from within DWP’s
official evaluation (Newton et al., 2012; Lane et al., 2013), from select committees
(PAC, 2012; PAC, 2013; WPSC, 2011; WPSC, 2013) and from academic research
(Rees et al., 2013; Rees et al., 2014) that this is not the case. Indeed, the first phase of
the DWP commissioned qualitative evaluation of the Work Programme is as clear
as any government commissioned evaluation is ever likely to be: ‘the available
evidence to date suggests that providers are engaging in creaming and parking,
despite the differential payments regime’ (Newton et al., 2012: 124). ‘Creaming’ and ‘parking’ in the Work Programme: designed out or
designed in? One further
telling piece of evidence is that Prime providers are using in-house profiling
to develop their own claimant streams rather than adopting DWP’s claimant
groups as the structure for their activities, suggesting that the current payment-
group-based differentiated payments do not correspond to providers’ views of
claimants’ support needs and distance to labour market (Newton et al., 2012;
Lane et al., 2013). Indeed, one provider suggested that the RAG rating profiling
system33 used by some Primes and their end-to-end providers to ‘triage’ their
caseloads was in effect a mechanism for creaming and parking: So from day one you’re categorised and if you’re a green customer you’ve got an anticipated
job start date, you’ve got an action plan to work towards that, and you have to be seen so that is
once or twice a week. So you’re pushed. If you’re amber your job start date is obviously further
away, and it’s the expectation that you’ll have activity at least once a fortnight. If you’re red
it could be a phone call once a month. So people are not using the word parking because it’s
politically incorrect, but it’s happening [Tier 2 provider]. (Rees et al., 2014) The focus of this paper is to offer an original, programme-wide quantitative
assessment of the extent of claimant variation within payment groups and, as
a result, the extent to which the Work Programme’s current payment-group
based differential payment system may be designing in rather than, as intended,
designing out provider incentives to cream and park claimants. Following on
from this, the paper explores the potential for greater use of statistical profiling
techniques to better calibrate Work Programme’s differential payment levels with creaming and parking in the uk work programme 285 claimants’ distance from the labour market as one element towards creating an
improved future Work Programme; a timely empirical contribution given recent
requestsfromtheDWPSelectCommitteeforfullerconsiderationofthisapproach
(WPSC, 2013). Data and methods Hence, our JSA Early Access cohort omits
voluntary ‘vulnerable’ participants and under represents JSA repeaters. New ESA claimants can be either mandatory8 or voluntary9 participants
depending upon their circumstances. It is not possible to estimate voluntary
participation, and our New ESA payment group is comprised therefore only of
mandatory ESA WRAG participants. These individuals were identified according
to the severity of their health condition where we mimicked as closely as possible
the questions within the Work Capability Assessment (WCA) from the various
health-related survey questions within Understanding Society. DWP (2013:10–11)
reports that 56 per cent of the ESA decisions resulting from the WCA, place
individuals within the WRAG group rather than the Support Group and the least
severely disabled 56 per cent of these ESA claimants in the survey are therefore
classified by us as ESA WRAG and are mandated into this payment group. Having identified the pseudo-payment groups, employment outcomes over
approximately the following twelve months were tracked. Of the 933 individuals
originally identified in Wave 1, 528 individuals remain across our four pseudo-
payment groups once survey attrition, missing employment data and residency
beyond Great Britain10 are accounted for. Of these 528 individuals, 59 per cent
fall in the JSA twenty-five plus payment group and roughly 14 per cent in the
remaining three payment groups. The key outcome variable is transition into
‘sustained employment’ as it is this that triggers the Work Programme job
outcome payment. Transitions to ‘sustained employment’ are defined as six
months of cumulative employment for the JSA eighteen to twenty-four and
JSA twenty-five plus groups and as three months of cumulative employment for
the JSA Early Access and New ESA groups. Whilst providers can also receive
sustainment payments for helping claimants to remain in paid employment, the
job outcome payment is a key outcome measure of the programme and makes for
asensiblebasisonwhichtoevaluatetheadequacyofthepaymentgroupstructure. Around one-third of our cases in each payment group experience a transition
into employment over this period, although only 18 per cent of cases show a
transition into the ‘sustained employment’ that is the focus in the modelling
below. Binary logistic regression models are used to estimate these claimants’
predictedprobabilityoftransitionintosustainedwork,giventheircharacteristics,
and Understanding Society offers a rich set of explanatory variables for potential
inclusion. Data and methods To explore these issues, the analyses below make use of the first two waves of
the special licensed geocoded version of Understanding Society, the UK’s largest
household survey, to look at whether the current policy design links in to evidence
of differing likelihoods of sustained employment transitions amongst a cohort
of individuals identified to fit within matched pseudo-payment groups. Some form of profiling within WTW systems is almost inevitable and
is, in different countries and for different schemes, usually based on simple
administrative eligibility criteria, such as in the Work Programme (e.g., benefit
type), advisor discretion or statistical modelling. Statistical approaches within
WTW are considerably more developed in the US, but improvements in data
quality and availability in the UK over the past decade have been shown to enable
statistical profiling to an acceptable degree of accuracy, even if there will always
be error, and evaluations of ‘acceptable accuracy’ will always to some extent be
subjective (Hasluck, 2004; Bryson and Kasparova, 2003; Matty, 2013). Work Programme pseudo-payment groups were identified from Wave 1 of
the Understanding Society survey (University of Essex. 2009–2011) in accordance
withDWP’sserviceproviderguidance4 (summarisedinTable 1above).Duetothe
small cohort size of some Work Programme payment groups, the Understanding
Society data, despite their size, do not allow all nine claimant groups, or all
parts of claimant groups, to be identified. However, four key payment groups –
Jobseeker’s Allowance (JSA)5 claimants aged eighteen to twenty-four, JSA
claimantsagedtwenty-fiveplus,JSAEarlyAccess,andESA6 WorkRelatedActivity
Group (WRAG) – were included and together these payment groups account for
around 90 per cent of the Work Programme referrals to date. In total, 933 such
pseudo Work Programme individuals were identified in Wave 1, with 57 per cent
of these cases in the JSA twenty-five plus payment group. The identification of individuals in the JSA eighteen to twenty-four and
the JSA twenty-five plus payment groups is relatively straightforward. The
JSA Early Access group contains three separate types of claimants: mandatory
entry of young adults not in education, employment or training (NEETs);
mandatory entry of ‘JSA repeaters’;7 and voluntary early entry of a series of
pre-identified ‘vulnerable’ JSA claimants (e.g., homeless, carers). It is possible
in the Understanding Society survey to identify eligible NEET participants, but
not voluntary ‘vulnerable group’ participants. JSA repeaters can be identified
through the employment history module, but only for the one-quarter of the eleanor carter and adam whitworth 286 main sample of whom this is asked. Data and methods Model testing identified the set of variables shown in Figure 1 as the
most parsimonious11and variables are retained either when they are statistically
significant or when they show reasonable effect sizes and their lack of statistical
significance could plausibly be due to small sub-group sample sizes. This is
in recognition of the fact that our sample size is limited and that our desire
is to focus on messages and effect sizes at least as much as simple statistical
significance (Ziliak and McCloskey, 2008). It also reflects our desire to present creaming and parking in the uk work programme 287 Figure 1. Explaining transitions into sustained employment Figure 1. Explaining transitions into sustained employment exploratory analyses and ideas around the potential role of statistical profiling as
one potential element within a reformed Work Programme. Follow-on research
with larger and richer administrative and/or Prime provider data that are
not currently available in the public domain could be incorporated as a next
step. Identifying and mitigating provider incentives to cream and park
through enhanced profiling Figure 1 summarises the odds ratios from the final regression model with asterisks
used to highlight effects that are statistically significant at the 5 per cent level. The substantive direction and size of these effects is as expected, though the
restricted sample sizes for some sub-groups limits our ability to detect statistical
significance for some findings even when these effects are relatively large in size
(e.g., experiencing health problems, English not first language). Our focus is less on individual effects within the model and instead offers
model fit as a way of evaluating the current Work Programme design, as well
as highlighting the potential of statistical approaches to drive subtler profiling
and payment setting to better protect against creaming and parking. There is
no agreement in the literature as to how best to evaluate the model fit of
binary logit models such as these and a box to the lower-right of Figure 1
shows two commonly used model fit statistics – pseudo-R2 and predicted
groups (i.e., whether an individual’s transition to employment is successfully
predicted). As discussed below, although these measures are problematic, when 288 eleanor carter and adam whitworth 288 modelling rare events such as these they are presented here in order to get a feel
for how our statistical model from Understanding Society performs compared
with the current DWP Work Programme design. The lower section relates to
the Understanding Society regression and shows a pseudo-R2 of 11 per cent,
with 6.3 per cent of the actual transitions into sustained employment being
correctly predicted. By way of comparison, the upper section presents equivalent
model fit statistics for a separate regression (not shown) relating to the current
DWP Work Programme ‘model’ in which only payment groups are used as the
predictor of transitions into sustained work. This DWP model offers virtually
no explanatory power on these measures and this raises serious questions
about the evidence for, and logic of, the current Work Programme payments
structure. More importantly, in terms of this paper’s argument, this comparison
highlights the relative superiority of a statistical approach to profiling and policy
structuring. However, one technical challenge is that neither model fit is well
suited to assess the power and potential of a statistical approach, as a viable
profiling strategy in this case, given that the sustained employment transition
outcome variable being modelled is relatively rare. Identifying and mitigating provider incentives to cream and park
through enhanced profiling Pseudo-R2 statistics from logit
modelslackthetransparent,agreedupon,andconceptuallysoundfoundationsof
their better-known OLS counterparts and, consequently, are often not reported. As a result, a variety of such statistics exist, all with health warnings for users and
all tending to produce relatively low values when seeking to model rare events. The principles of the predicted groups measure is more helpful given that it is this,
after all, that Prime providers will be paid for – can we use statistical models to
differentiate between different types of unemployed claimants in terms of their
likelihoods of moving into sustained work? The measure in its current form,
however, is not well suited to this task, given that the threshold value to allocate
cases to groups is predicted probabilities above 0.5 (predicted a sustained work
transition) or below 0.5 (not predicted a sustained work transition). Although
arbitrary,thisdefaultisusuallyunproblematic.Whenoutcomesarerare,however,
a threshold value of 0.5 for the predicted probabilities is unrealistic as a basis
to allocate cases given that, almost by definition, these long-term unemployed
individuals are not (in a probabilistic sense) highly likely to enter sustained
employment. Hence, and as shown in the left pane of Figure 3, few cases gain
predicted probabilities above 0.5, leaving an inevitably low percentage of the
cases that do actually move into sustained work with correct predictions. The
default predicted group measure is not a helpful one in these circumstances. Moreover, the policy imperative for the Work Programme in terms of profiling
and differential payments is the particular need to differentiate between the
relativelikelihoodofunemployedindividualsmovingintosustainedemployment
far more than it is to fully account for those employment transitions; the two are
related, but they are not identical. creaming and parking in the uk work programme 289 Figure 2. Claimant segmentation and predictive accuracy Figure 2. Claimant segmentation and predictive accuracy Recent work by the DWP to estimate the likelihood that the unemployed
will become long-term unemployed (Matty, 2013), the inverse in many ways
to our focus, faces a similar problem and a similar technical challenge. It
suggests segmentation analysis as a way forward as both a more conceptually
and technically meaningful approach to the evaluation of model power in these
circumstances. Identifying and mitigating provider incentives to cream and park
through enhanced profiling In this segmentation approach shown in Figure 2, claimants’
predicted likelihoods of moving into sustained employment are broken into ten
equally sized deciles with the 10 per cent of cases with the highest probabilities
in the far left bar of Figure 2 through to the 10 per cent of cases with the lowest
probabilities in the far right bar of Figure 2. For each segmented group the vertical
axis shows the percentage of each group that did actually move successfully into
sustained work in these survey data. For example, the far left bar shows that, of
the 10 per cent of cases predicted most likely to move into sustained employment,
around 37 per cent actually did so. In general, and crucially, the model correctly
orders claimants’ relative likelihoods of moving into sustained work as shown by
the gradual decline from left to right, such that at the far right of Figure 2 less
than 2 per cent of the least likely claimants to move into sustained work actually
do so. Due to the relatively small sample size of just over fifty cases in each decile
in Figure 2, there is some inevitable crudeness in these data, shown most clearly
by the slight jump in decile 6, and greater subtlety and smoothness would be
expected with larger datasets. Even with these data, however, Figure 2 highlights
that it is possible to use the relative positioning of the predicted probabilities to 290 eleanor carter and adam whitworth Figure 3. From predicted probabilities to an improved differential payments system Figure 3. From predicted probabilities to an improved differential payments system fulfil the key policy task required for meaningfully differentiating between the
long-term unemployed in terms of their likelihood of moving into paid work. The statistical model is not perfectly predictive, naturally, but it is superior to
the current DWP model in an absolute sense (see Figure 1) and, most importantly
in terms of its policy function, it is able to accurately and sensibly differentiate
between different types of unemployed claimants (see Figure 2). In our view,
this offers positive proof of concept for the potential of statistical profiling
as a viable route towards subtler statistically based approaches to differential
payment structures. The future availability of larger, richer administrative and/or
Prime provider data could offer real traction for improving such approaches
further. Identifying and mitigating provider incentives to cream and park
through enhanced profiling At the same time, statistical profiling approaches should not be seen as
a ‘magic bullet’ for solving the challenge of creaming and parking within the
Work Programme, but, instead, as one necessary element in a broader evolution
towards a redesigned Work Programme offering better calibrated incentives for
providers and improved value-for-money for the taxpayer. How, though, might a statistical approach to profiling and payment
structures potentially be operationalised in a redesigned future Work
Programme? Ignoring for a moment the horizontal lines and labelling in Figure 3,
the grey dots in the left pane of Figure 3 plot the individual predicted probabilities
of moving into sustained work for our Understanding Society sample. Although
the logic of our approach steps beyond the existing payment groups structure,
quantifying and visualising this variation within the existing payment groups is creaming and parking in the uk work programme 291 a powerful visual insight into the extent to which highly cost-pressured, mainly
for-profit Prime providers are currently facing considerable incentives to profile,
cream and park claimants in the Work Programme. Specifically, if one assumes
economic rationality on the part of providers then, given that all claimants
within each payment group share the same payment level, those individuals with
the lowest predicted probabilities of moving into sustained work seem to be
at considerable risk of being parked, while those individuals with the highest
predicted probabilities seem liable to be creamed. Indeed, given the likelihood of
increased intervention costs for harder-to-place claimants, the incentives to park
and cream are stronger than these probabilities suggest. Equally, individuals in
different payment groups, but with equivalent predicted probabilities of moving
into sustained work, might be expected to be treated differently by Primes
where payment levels differ substantially between those payment groups. The
black triangles in this left pane of Figure 3 reflect the payment group’s average
probability of moving into sustained work – in other words DWP’s basis for the
current payment groups and pricing structure. Figure 3 makes clear that this, in
Chris Grayling’s words, ‘broad average’ (Grayling in WPSC, 2011: 28) is precisely
that, and is a poor basis for profiling and price setting given that virtually all of
the variation shown is within rather than between payment groups. Identifying and mitigating provider incentives to cream and park
through enhanced profiling One obvious way to seek to better protect against creaming and parking
given these two conflicting features of the current Work Programme system –
large individual variation within payment groups combined with fixed payment
levels for those payment groups – is to calibrate payment levels more closely with
modelled likelihoods of moving into sustained employment. Although visualised
here within payment groups for ease of explanation, there is no need to retain
the existing payment groups within any such redesign, and, indeed, it may well
be more logical to move beyond them as the Work Programme evolves. The right pane of Figure 3 shows two potential redesigns. Firstly, one might
in principle think about individualised payment levels, though this does not
represent the preferred way forward in our view. The black triangles in this
right pane of Figure 3 reflect the payment levels that providers currently receive
once an individual in each payment group moves into sustained employment
(i.e., the attachment fee plus job outcomes payment). The vertical spread of grey
markers show one potential payment redesign: individualised payments based on
each individual’s predicted probability of moving into sustained paid work and
calculated as an inverse share of the current budgetary pot (i.e., this proposal is
cost-neutral). As a result, providers are given strengthened financial incentives to
work with individuals with lower predicted probabilities who are farther from the
labour market (markers lower down in the left pane) and who are most at risk of
being parked in the current framework. The flip-side of this analysis, of course,
is the recognition that the DWP must currently be systematically overpaying
providers for many job outcomes if it is accepted that parking is taking place 292 eleanor carter and adam whitworth and that payment levels reflect average payment group likelihoods of moving
into sustained work. Hence, the need for an improved payment structure relates
importantly also to efficiency (taxpayer value-for-money) as well as to equity
(creaming and parking). In our view, however, despite the improvement to claimant segmentation
that statistical profiling can offer, it may well be sensible to remain realistic about
the error that will always occur at the individual level within such approaches. Hence, a sensible route forward is, in our view, to think instead more about
creating alternative, empirically based and probabilistically grounded payment
groups rather than seeking fully individualised payment levels. Identifying and mitigating provider incentives to cream and park
through enhanced profiling The horizontal
lines and plot labelling in Figure 3 show how such an approach might work. In this example, Figure 3 identifies three new groups of claimants with low
probabilities/high payments, medium probabilities/medium payments and high
probabilities/low payments, respectively. Relating this back to Figure 2 above,
it may be for example that the top three deciles with the highest predicted
probabilities form one group (with lower payments), the central three deciles
form a second group (with medium payments) and the bottom four deciles with
the lowest predicted probabilities form a third group (with higher payments),
or some such equivalent. This is the essence of the Job Services Australia model
that has been in place since 2009 in Australia and in which claimants are placed
into one of four differently paying streams according to their distance from the
labour market as based on a detailed statistical profiling exercise known as the
Job Seeker Classification Instrument. Discussion OutsourceddeliveryofWTWsupport,basedonpayment-by-results,isbecoming
anincreasinglywidespreadpolicyframeworkacrossadvancedeconomies,andthe
UK Work Programme is in many ways at the vanguard of this trend. A perennial
problem within such frameworks is the difficulty in incentivising what are often
profit-seeking providers to support all claimants effectively, despite their differing
support costs and their differing likelihoods of realising outcome payments. Within the Work Programme, it is differential pricing across administratively
defined payment groups that seeks to calibrate provider incentives across the
whole range of claimants and, in so doing, to mitigate risks of creaming
and parking for claimants and to realise value-for-money for taxpayers. The
evaluation literature to date, however, suggests that the current Work Programme
design is not achieving these aims and that creaming and parking do seem to be
taking place. At the heart of this problem lie the overly simplistic current payment
groups, and a pricing mechanism that hides significant within-group variation
and that, as a consequence, is a poor counter to providers’ economically rational
incentives to cream and park differently positioned claimants. creaming and parking in the uk work programme 293 The modelling work presented above offers original and timely programme-
wide quantitative evidence on this debate for the first time. It highlights that
the current Work Programme payment groups offer virtually no explanatory
power given that the vast majority of the variation in predicted probabilities is
within rather than between payment groups. The incentives for creaming and
parking within this context are considerable and there is a real risk that the
current payment groups unintentionally design such practices in rather than
out. In response, the analyses highlight that there is viable potential in the UK
context for a statistical approach to profiling and improved payment calibration
in order to create alternative, empirically grounded and probabilistically rooted
payment groups as in the Australian model. The result of doing so would be
to better calibrate Work Programme price setting, more effectively design out
creaming and parking and better protect taxpayer value-for-money than is the
case currently. Given that a switch towards some form of statistical profiling
approach is relatively simple, and inexpensive to implement and explain, it is
unclear why it would not be seriously considered given its empirical advantages
to the current Work Programme design. Discussion These analyses in our view offer positive
proof of concept, and further work with larger and richer administrative and/or
Prime provider data is now needed to progress this work towards use in the field. p
p
g
At the same time, statistical approaches to improved profiling, segmentation
and payment calibration clearly should not be expected to offer a magic bullet
to these problems and, indeed, they come with problems of their own (Struyven
and Steurs, 2005: 221; OECD, 2012: 110–112). The Australian system, for example,
towards which these analyses point, has undergone successive waves of policy
reform as it has sought to respond variously to problems experienced around
parking, employer engagement, participant group misallocation and ‘gaming’ by
providers (Finn, 2011b). As outlined above, a range of approaches can be taken to
achieve the multiple aims of quasi-marketised WTW schemes, such as the Work
Programme, and many of these approaches should be considered as necessary
complements to one another rather than as alternative options. While statistical
approaches offer clear advantages to the current Work Programme payment
structure, other complementary design changes are also likely to be necessary if
both the hardest-to-help claimants and value-for-money for the taxpayer are to
be supported effectively. Obvious areas to enhance within the Work Programme
include tightening up on the existing variable and often unduly vague minimum
service guarantees, greater attention to, and usage of, claimant experiences and
claimant choice. Key questions also remain around the adequacy of current
resources to cover the intervention costs of those with complex support needs,
whether the current balance between up-front and outcome-based payments is
the right one and whether intermediate outcome payments might also be used
more creatively. One example of the latter might be to incentivise providers to
reducethedistancetolabourmarketforthoseclaimantswiththemostsubstantial 294 eleanor carter and adam whitworth 294 barriers where transitions to work itself simply may not be realistic in the short-
term. As outlined above, the trends towards these new governance regimes within
WTW delivery run considerably ahead of the evidence of their positive impacts
yet there seems little likelihood of anything but a general continuation of these
shifts. If that is the case, and we are to remain within the logic and practice of
that paradigm, then the least that we should do is to remain flexible to reshaping
those policies as evidence emerges regarding their weaknesses and limitations. Discussion The present analyses offer a starting point for one aspect of these discussions. It is
hopedthattheywillstimulateseriousacademicandpolicydebateintheUKabout
theevidentneedforWorkProgrammeevolutionarounditscurrentlyproblematic
approach to profiling and differential pricing that seems to be designing in, rather
than designing out, provider incentives to cream and park. Notes 1 The North East and Scotland are examples of the scale of CPAs. 1 The North East and Scotland are examples of the scale of CPAs. 2 In March 2014, Newcastle College Group became the first Prime provider to have one of its
contracts ended, despite the flawed design of the minimum performance levels and despite
NCG technically not having breached those minimum performance levels (NAO, 2014). 2 In March 2014, Newcastle College Group became the first Prime provider to have one of its
contracts ended, despite the flawed design of the minimum performance levels and despite
NCG technically not having breached those minimum performance levels (NAO, 2014). 3 RAG rating uses a traffic light system to group individuals either as red (hard to move into
work), amber (moderately difficult) or green (easy to move into work). 3 RAG rating uses a traffic light system to group individuals either as red (hard to move into
work), amber (moderately difficult) or green (easy to move into work). )
(
y
)
g
(
y
)
4 Department for Work and Pensions (2014). y
g
4 Department for Work and Pensions (2014). 5 JSAreferstoJobseeker’sAllowance,themainout-of-workbenefitforunemployedindividuals
without a certified health condition in the UK. 6 ESA refers to Employment and Support Allowance, the main out-of-work benefit for the
unemployed with a certified health condition in the UK (although ESA can also be claimed
by those in work). 7 Those who have received JSA in twenty-two of the past twenty-four months. 8 ESA Work Related Activity Group (WRAG). 8 ESA Work Related Activity Group (WRAG). 9 ESA claimants with child under five and either three to six month prognosis or a full-time
carer. 10 Some survey cases relate to Northern Ireland but Work Programme operates only in Great
Britain. 10 Some survey cases relate to Northern Ireland but Work Programme operates only in Great
Britain. 11 Also tested but not retained in final model were: age, ethnicity, household type, vocational
qualifications, number of children, work experience, born in UK, urban/rural, uses public
transport rather than car. 11 Also tested but not retained in final model were: age, ethnicity, household type, vocational
qualifications, number of children, work experience, born in UK, urban/rural, uses public
transport rather than car. References Bredgaard, T. and Larsen, F. (2008), ‘Quasi-markets in employment policy: do they deliver on
promises?’, Social Policy and Society, 7: 3, 341–52. Bryson, A. and Kasparova, D. (2003), Profiling Benefit Claimants in Britain: A Feasibility Study,
Research Report 196, London: Department for Work and Pensions. Considine, M., Lewis, J. and O’Sullivan, S. (2011), ‘Quasi-markets and service delivery flexibility
following a decade of employment assistance reform in Australia’, Journal of Social Policy,
40: 4, 811–33. creaming and parking in the uk work programme 295 Davies, S. (2008), ‘Contracting out employment services to the third and private sectors: a
critique’, Critical Social Policy, 28: 2, 136–64. q
y
de Graaf, W. and Sirovatka, T. (2012), ‘Governance reforms and their impacts on the effects of
activation policies’, International Journal of Sociology and Social Policy, 32: 5/6, 353–63. p
f
gy
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Department
for
Work
and
Pensions
(DWP)
(2012),
The
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International Evidence, Research Report No. 564, London: Department for Work and
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and Literature on Recent Trends and Business Models, DG Employment, Social Affairs and
Inclusion, European Commission. Finn,D.(2011b),JobServicesAustralia:DesignandImplementationLessonsfortheBritishContext,
Research Report No. 752, Sheffield: Department for Work and Pensions. Finn, D. (2012), Sub-Contracting In Public Employment Services: The Design and Delivery of
Outcome Based and Black Box Contracts, DG Employment, Social Affairs and Inclusion,
European Commission. Fryer, D. (1986) ‘Employment, deprivation and personal agency during unemployment: a
critical discussion of Jahoda’s explanation of the psychological effects of unemployment’,
Social Behaviour, 1: 3–23. Hasluck, C. (2004), Targetting Services in the Individual Customer Strategy: The Role of Profiling. A Review of the Research Evidence, Research Report 192, Sheffield: Department for Work
and Pensions. Lane, P., Foster, R., Gardiner, L., Lanceley, L. and Purvis, A. (2013), Work Programme Evaluation:
Procurement, Supply Chains and Implementation of the Commissioning Model, London:
Department for Work and Pensions. p
Lister, R. and Bennett, F. (2010), ‘The new “champion of progressive ideals?” Cameron’s
Conservative Party: poverty, family policy and welfare reform’, Renewal, 18: 1/2, 84–109. Matty, S. References (2013), Predicting Likelihood of Long-Term Unemployment: The Development of a UK
Jobseekers’ Classification Instrument, Working Paper No. 116, Department for Work and
Pensions. National Audit Office (NAO) (2012) Introduction of the Work Programme, London: The
Stationery Office. National Audit Office (NAO) (2014) The Work Programme, http://www.nao.org.uk/
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Sainsbury, R. and Weston, K. (2012), Work Programme Evaluation: Findings from the First
Phase of Qualitative Research on Programme Delivery, Research Report No. 821, Sheffield:
Department for Work and Pensions. OECD (2012), Activating Jobseekers: How Australia Does It, OECD Publishing. Public Accounts Committee (PAC) (2012), Department for Work and Pensions: The Introduction
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Birmingham: Third Sector Research Centre. eleanor carter and adam whitworth 296 Rees, J., Whitworth, A. and Carter, E. (2014), ‘Support for all in the UK Work Programme? Differential payments, same old problem’, Social Policy and Administration. 48: 221–239,
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Riley, T., Bivand, P. and Wilson, T. (2014) Making the Work Programme Work for ESA Claimants,
London: Inclusion. Struyven, L. and Steurs, G. (2005), ‘Design and redesign of a quasi-market for the reintegration
of jobseekers: empirical evidence from Australia and the Netherlands’, Journal of European
Social Policy, 15: 3, 211–29. University of Essex (2009–11), Understanding Society, Waves 1-2, 2009–2011, 4th edn, UK Data
Archive,Colchester,Essex:InstituteforSocialandEconomicResearchandNationalCentre
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International Journal of Sociology and Social Policy, 32: 5/6, 273–85. References Work and Pensions Select Committee (WPSC) (2011), Work Programme: Providers and
Contracting Arrangements, Fourth Report of Session 2010–12, London: The Stationery
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Visualization of Exo- and Endocytosis of AMPA Receptors During Hippocampal Synaptic Plasticity Around Postsynaptic-Like Membrane Formed on Glass Surface
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Abbreviations: AMPA, α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid; AMPAR, AMPA-type glutamate receptor;
AZLM, active-zone-like membrane; BSA, Bovine serum albumin; Fc, Fragment crystallizable; LTP, Long-term potentiation;
LTD, Long-term depression; LRRTM, Leucine rich repeat transmembrane; NLG, Neuroligin; NMDA, N-methyl-D-aspartate;
NRX, Neurexin; PALM, Photo-activated localization microscopy; PSLM, Postsynaptic-like membrane; SEP, Super-ecliptic
pHluorin; SN, Signal to noise; STORM, Stochastic optical reconstruction microscopy; SynCAM, Synaptic cell adhesion
molecule; TIRFM, Total internal reflection fluorescence microscopy. REVIEW published: 21 November 2018
doi: 10.3389/fncel.2018.00442 Visualization of Exo- and Endocytosis
of AMPA Receptors During
Hippocampal Synaptic Plasticity
Around Postsynaptic-Like Membrane
Formed on Glass Surface Tomoo Hirano* Department of Biophysics, Graduate School of Science, Kyoto University, Kyoto, Japan Regulation
of
exo-
and
endocytosis
of
α-amino-3-hydroxy-5-methyl-4-
isoxazolepropionic acid (AMPA)-type glutamate receptor (AMPAR) plays a critical
role in the expression of synaptic plasticity such as long-term potentiation (LTP)
and long-term depression (LTD) at excitatory central synapses. Enhanced AMPAR
exocytosis or endocytosis has been suggested to contribute to LTP or LTD, respectively. However, several unsettled fundamental questions have remained about AMPAR exo-
and endocytosis in the basal condition and during synaptic plasticity: (1) Does the size
of each exo- or endocytosis event, and/or do the frequencies of these events change
during LTP or LTD? If they change, what are the time courses of the respective changes? (2) Where does the exo- or endocytosis preferentially occur in each condition: inside
or in the vicinity of postsynaptic membrane, or in the extrasynaptic membrane? (3) Do
different types of AMPAR, such as GluA1 homo-tetramer, GluA1/2 hetero-tetramer and
GluA2/3 hetero-tetramer, show distinct exo- and endocytosis changes? To address
these questions, we developed new methods to observe individual events of AMPAR
exo- or endocytosis with a high signal to noise (SN) ratio in a culture preparation using
total internal reflection fluorescence microscopy (TIRFM). In these studies, hippocampal
neurons were cultured on a neurexin (NRX)-coated glass coverslip, which induced
formation of postsynaptic-like membrane (PSLM) directly on the glass surface. Then,
a super-ecliptic pHluorin (SEP)-tagged AMPAR subunit such as GluA1 (GluA1-SEP)
was expressed in neurons and its fluorescence changes during LTP induced by high
frequency electrical field stimulation were observed with TIRFM, which showed different
time courses of exocytosis changes of GluA1-, GluA2-, or GluA3-SEP in and around
PSLM. In addition, a new method to detect individual endocytosis events of AMPAR
was developed by combining TIFRM observation of GluA-SEP around PSLM with
a rapid extracellular pH exchange method using a U-tube. Recent results on exo-
and endocytosis changes of GluA-SEP during N-methyl-D-aspartate (NMDA)-induced Edited by:
Enrica Maria Petrini,
Fondazione Istituto Italiano di
Technologia, Italy Reviewed by:
Yoichi Araki,
Johns Hopkins University,
United States
Takashi Hayashi,
National Center of Neurology and
Psychiatry (Japan), Japan Reviewed by:
Yoichi Araki,
Johns Hopkins University,
United States
Takashi Hayashi,
National Center of Neurology and
Psychiatry (Japan), Japan *Correspondence:
Tomoo Hirano
thirano@neurosci.biophys.kyoto-
u.ac.jp Received: 28 July 2018
Accepted: 05 November 2018
Published: 21 November 2018 Received: 28 July 2018
Accepted: 05 November 2018
Published: 21 November 2018 Received: 28 July 2018
Accepted: 05 November 2018
Published: 21 November 2018 INTRODUCTION Fernández-Monreal et al., 2012). Both clathrin-dependent and -
independent AMPAR endocytosis occur, and the contribution
of the former to LTD induction has been reported (Glebov
et al., 2015; Zheng et al., 2015). AMPAR endocytosis might
occur not only in the extrasynaptic membrane but also in
the vicinity of postsynaptic membrane (Blanpied et al., 2002;
Kennedy and Ehlers, 2006; Lu J. et al., 2007; Tao-Cheng et al.,
2011; Fujii et al., 2017, 2018). The involvement of GluA1
homo-tetramer in LTD induction has been suggested (Sanderson
et al., 2016), although involvement of GluA2-lacking AMPAR
in LTP or LTD has been debated (Passafaro et al., 2001;
Plant et al., 2006; Adesnik and Nicoll, 2007; Gray et al., 2007;
Lu Y. et al., 2007). AMPAR subtype changes might also take place
during LTD. Long-term potentiation (LTP) and long-term depression (LTD)
at hippocampal glutamatergic synapses have been regarded
as basic cellular mechanisms of learning and memory, and
intensively studied (Malinow and Malenka, 2002; Kauer and
Malenka, 2007; Collingridge et al., 2010; Huganir and Nicoll,
2013). Originally changes in functional properties of α-amino-
3-hydroxy-5-methyl-4-isoxazolepropionic
acid
(AMPA)-type
glutamate receptor (AMPAR) were considered as molecular
mechanisms of LTP or LTD. More recently, changes in the
number of AMPAR on the postsynaptic membrane attracted
much attention of synaptic physiologists as primary mechanisms
of LTP or LTD expression (Malinow and Malenka, 2002;
Kennedy and Ehlers, 2006; Derkach et al., 2007; Shepherd and
Huganir, 2007; Huganir and Nicoll, 2013). AMPAR exocytosis,
endocytosis, lateral movement on the plasma membrane and
trapping in the postsynaptic membrane regulate the number of
postsynaptic AMPARs (Malinow and Malenka, 2002; Shepherd
and Huganir, 2007; Makino and Malinow, 2009; Opazo and
Choquet, 2011; Huganir and Nicoll, 2013; Wu et al., 2017). g
LTP
and
LTD
have
been
studied
mainly
by
electrophysiological recording, immuno-cytological staining
and biochemical assays combined with pharmacological or
molecular biological manipulations and/or use of transgenic
mice (Malinow and Malenka, 2002; Kauer and Malenka, 2007;
Collingridge et al., 2010; Huganir and Nicoll, 2013). The use of
live-cell imaging techniques in the analyses of LTP and LTD
mechanisms has increased. Technical advancements have made
it possible to detect individual events of exo- or endocytosis
of AMPAR. Development of a pH-sensitive variant of green
fluorescent protein called super-ecliptic pHluorin (SEP) enabled
selective monitoring of proteins in neutral pH conditions,
such as on the cell-surface, but not proteins inside intracellular
organelles with acidic luminal solution (Miesenböck et al., 1998). INTRODUCTION SEP has been widely used in studies on AMPAR trafficking
during LTP or LTD (Ashby et al., 2004; Lin and Huganir, 2007;
Yudowski et al., 2007; Lin et al., 2009; Araki et al., 2010; Kennedy
et al., 2010; Tanaka and Hirano, 2012; Rathje et al., 2013; Jullié
et al., 2014; Tanaka et al., 2014; Fujii et al., 2017, 2018; Rosendale
et al., 2017; Temkin et al., 2017; Wu et al., 2017). Total internal
reflection fluorescence microscopy (TIRFM) provides very high
signal/noise (SN) ratio images by limiting the depth of the
visualization zone (Axelrod, 2001), and has also been used in
live-cell imaging studies of AMPAR dynamics (Yudowski et al.,
2007; Wang et al., 2008; Lin et al., 2009; Araki et al., 2010; Tanaka
and Hirano, 2012; Jullié et al., 2014; Tanaka et al., 2014; Fujii
et al., 2017, 2018; Rosendale et al., 2017). A rapid extracellular
pH exchange method combined with the use of SEP made it
possible to record individual endocytosed vesicles (Merrifield
et al., 2005; Jullié et al., 2014; Rosendale et al., 2017). Enhancement of AMPAR exocytosis was suggested to
contribute to LTP expression (Shi et al., 1999; Hayashi et al.,
2000; Passafaro et al., 2001; Kopec et al., 2006; Park et al., 2006;
Plant et al., 2006; Lin et al., 2009; Kennedy et al., 2010; Patterson
et al., 2010; Huganir and Nicoll, 2013). Exocytosis was reported to
occur around the postsynaptic membrane and in extra-synaptic
membrane away from synapses (Kennedy et al., 2010). In the
latter case, lateral movement of AMPAR and trapping of it on
the postsynaptic membrane are necessary to accumulate AMPAR
in the postsynaptic membrane (Opazo et al., 2010, 2012; Opazo
and Choquet, 2011; Chen et al., 2015). However, the extent to
which each pathway contributes to LTP expression remains an
open question. There
are
four
types
of
AMPAR
subunits
GluA1–4
(Hollmann and Heinemann, 1994; Dingledine et al., 1999). In hippocampal glutamatergic synapses GluA1/GluA2 hetero-
tetramer and GluA2/GluA3 hetero-tetramer are the main
postsynaptic receptors (Dingledine et al., 1999). On the other
hand, GluA1 homo-tetramer is present in some types of
hippocampal neurons, and its involvement in synaptic plasticity
has also been reported (Iino et al., 1990; Plant et al., 2006;
Lu Y. et al., 2007; Sanderson et al., 2016). Citation: Hirano T (2018) Visualization of Exo-
and Endocytosis of AMPA Receptors
During Hippocampal Synaptic
Plasticity Around Postsynaptic-Like
Membrane Formed on Glass Surface. Front. Cell. Neurosci. 12:442. doi: 10.3389/fncel.2018.00442 November 2018 | Volume 12 | Article 442 Frontiers in Cellular Neuroscience | www.frontiersin.org 1 AMPA Receptor Exo- and Endocytosis Hirano Hirano LTD suggested that suppression of AMPAR exocytosis rather than enhancement of
AMPAR endocytosis primarily contributes to LTD expression, although the NMDA
application transiently enhances clathrin-dependent endocytosis of GluA1-containing
AMPAR. Keywords: exocytosis, endocytosis, LTP, LTD, hippocampus, AMPA receptor, total internal reflection fluorescence
microscopy, live-cell imaging Frontiers in Cellular Neuroscience | www.frontiersin.org FORMATION OF PSLM ON
NEUREXIN-COATED GLASS Several types of cell-adhesion molecules are found at synapses
such as Neuroligin (NLG), Neurexin (NRX), Synaptic cell
adhesion molecule (SynCAM), EphrinB, leucine rich repeat
transmembrane (LRRTM) and N-Cadherin. Among them
presynaptic
membrane
protein
NRX
and
postsynaptic
membrane protein NLG have been studied extensively (Levinson
and El-Husseini, 2005; Dean and Dresbach, 2006; Craig and
Kang, 2007; Südhof, 2008; Bukalo and Dityatev, 2012). Both
of them have different subtypes and various splice variants. There are five NLG genes NLG 1–4 and NLG 4Y, and
there are six NRX genes NRX 1α, 1β, 2α, 2β, 3α, 3β. NRXs
undergo extensive alternative splicing, which could potentially
generate >2,000 variants. Among these variants, splicing
insertion of site 4 in β-NRX promotes GABAergic synapse
formation, whereas β-NRX without site 4 insertion promotes
glutamatergic synapse formation. It is also known that NLG 1
with splice insertion at site B promotes glutamatergic synapse
formation, and that NLG 2 is primarily found at GABAergic
synapses. FIGURE 1 | Formation of postsynaptic-like membrane (PSLM). NRX,
Neurexin; NLG, Neuroligin; BSA, Bovine serum albumin; Fc, fragment
crystallizable of immunoglobulin. This figure is newly drawn based on our
previous publications (Tanaka and Hirano, 2012; Tanaka et al., 2014), and
copyright permission is not required. FIGURE 2 | PSLM and normal synapses observed with total internal reflection
fluorescence microscopy (TIRFM) or with conventional epi-fluorescence. (A) Scheme of PSLM and a normal synapse on NRX-coated glass. Excitation
light (yellow) reaches only PSLM and the lower parts of dendrites in TIRFM
(left), whereas it covers the whole area under epi-fluorescence (right). At a
normal synapse, postsynaptic PSD95 signal is apposed to presynaptic
vglut1 signal. (B) PSD95-EGFP signal (green) and vglut1 signal (magenta)
recorded with TIRFM (left) or with epi-fluorescence (right), respectively. Arrows
indicate PSLMs that are clearly observed with TIRFM and are not
accompanied by vglut1 signals, and arrowheads indicate normal synapses
which are not clearly observed with TIRFM. These figure panels were first
published in Tanaka et al. (2014), and copyright permission was obtained. NLG expressed in non-neuronal cells co-cultured with
neurons induces formation of presynaptic structures in axons,
while NRX when similarly expressed induces formation of
postsynaptic structures in dendrites (Scheiffele et al., 2000; Graf
et al., 2004). Furthermore, NRX attached to beads induces
clustering of postsynaptic proteins (Graf et al., 2004). INTRODUCTION Thus, there may be
specific regulatory mechanisms for each of these subtypes of
AMPAR composed of different combinations of subunits, but
this has not yet been precisely clarified. Recently, we developed a new method to further improve
the SN ratio and spatiotemporal resolution of live-cell imaging
data of SEP-tagged AMPAR. We induced formation of
postsynaptic-like membrane (PSLM) directly on the surface of
a glass coverslip, and then studied the dynamics of GluA-SEP Enhancement of AMPAR endocytosis has been suggested as
a primary mechanism for LTD expression (Beattie et al., 2000;
Lee et al., 2002; Ashby et al., 2004; Lin and Huganir, 2007; November 2018 | Volume 12 | Article 442 Frontiers in Cellular Neuroscience | www.frontiersin.org 2 AMPA Receptor Exo- and Endocytosis Hirano around PSLM during LTP or LTD expression (Tanaka and
Hirano, 2012; Tanaka et al., 2014; Fujii et al., 2017). In this review,
I will briefly summarize recent results on AMPAR dynamics
during synaptic plasticity obtained using GluA-SEP, PSLM and
TIRFM. FORMATION OF PSLM ON
NEUREXIN-COATED GLASS These
findings prompted us to test whether a glass coverslip coated
with NRX could induce formation of postsynaptic structures
on the glass surface. We considered that such postsynaptic
structures formed directly on and parallel to the glass surface
would be an ideal model of postsynaptic structure which could
be used in live-cell fluorescence imaging experiments using
TIRFM (Figures 1, 2), because application of TIRFM to such
structures would be efficient and effective. TIRFM can provide
very high contrast fluorescence images by decreasing background
signals. Excitation light reaches only about 100 nm above the
glass surface in an inverted microscope equipped for TIRFM
(Figure 2). FIGURE 2 | PSLM and normal synapses observed with total internal reflection
fluorescence microscopy (TIRFM) or with conventional epi-fluorescence. (A) Scheme of PSLM and a normal synapse on NRX-coated glass. Excitation
light (yellow) reaches only PSLM and the lower parts of dendrites in TIRFM
(left), whereas it covers the whole area under epi-fluorescence (right). At a
normal synapse, postsynaptic PSD95 signal is apposed to presynaptic
vglut1 signal. (B) PSD95-EGFP signal (green) and vglut1 signal (magenta)
recorded with TIRFM (left) or with epi-fluorescence (right), respectively. Arrows
indicate PSLMs that are clearly observed with TIRFM and are not
accompanied by vglut1 signals, and arrowheads indicate normal synapses
which are not clearly observed with TIRFM. These figure panels were first
published in Tanaka et al. (2014), and copyright permission was obtained. FIGURE 2 | PSLM and normal synapses observed with total internal reflection
fluorescence microscopy (TIRFM) or with conventional epi-fluorescence. (A) Scheme of PSLM and a normal synapse on NRX-coated glass. Excitation
light (yellow) reaches only PSLM and the lower parts of dendrites in TIRFM
(left), whereas it covers the whole area under epi-fluorescence (right). At a
normal synapse, postsynaptic PSD95 signal is apposed to presynaptic
vglut1 signal. (B) PSD95-EGFP signal (green) and vglut1 signal (magenta)
recorded with TIRFM (left) or with epi-fluorescence (right), respectively. Arrows
indicate PSLMs that are clearly observed with TIRFM and are not
accompanied by vglut1 signals, and arrowheads indicate normal synapses
which are not clearly observed with TIRFM. These figure panels were first
published in Tanaka et al. (2014), and copyright permission was obtained. FIGURE 2 | PSLM and normal synapses observed with total internal reflection
fluorescence microscopy (TIRFM) or with conventional epi-fluorescence. (A) Scheme of PSLM and a normal synapse on NRX-coated glass. Frontiers in Cellular Neuroscience | www.frontiersin.org FORMATION OF PSLM ON
NEUREXIN-COATED GLASS (A–C) Averaged time courses of GluA1–3 fluorescence intensity in PSLM (red) and in non-PSLM (black) measured every 4 min before and
after the field stimulation (arrows). Data in the presence of APV (+APV) are also shown (dotted lines). Error bars indicate SEM. ∗p < 0.05, ∗∗p < 0.01 and
∗∗∗p < 0.001. (D–F) GluA-super-ecliptic phluorin (SEP) signals (green) and PSD95-RFP signal (magenta) are shown. PSD95-RFP was recorded before the
stimulation, and images of the two signals were overlaid. GluA-SEP signals in PSLM and non-PSLM are indicated by arrows and arrowheads, respectively. Scale bar,
2 µm. These figure panels were first published in Tanaka and Hirano (2012), and copyright permission is not necessary. FIGURE 3 | Changes of α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA)-type glutamate receptor (AMPAR) subunit number by long-term potentiation
(LTP)-inducing stimulation. (A–C) Averaged time courses of GluA1–3 fluorescence intensity in PSLM (red) and in non-PSLM (black) measured every 4 min before and
after the field stimulation (arrows). Data in the presence of APV (+APV) are also shown (dotted lines). Error bars indicate SEM. ∗p < 0.05, ∗∗p < 0.01 and
∗∗∗p < 0.001. (D–F) GluA-super-ecliptic phluorin (SEP) signals (green) and PSD95-RFP signal (magenta) are shown. PSD95-RFP was recorded before the
stimulation, and images of the two signals were overlaid. GluA-SEP signals in PSLM and non-PSLM are indicated by arrows and arrowheads, respectively. Scale bar,
2 µm. These figure panels were first published in Tanaka and Hirano (2012), and copyright permission is not necessary. not apposed to a presynaptic terminal releasing glutamate. We
considered that glutamate released from nearby presynaptic
terminals activates N-methyl-D-aspartate (NMDA) receptors
and induces the changes in the amount of GluA-SEP in PSLM,
because an antagonist of NMDA receptor APV suppresses the
changes. but that were not apposed to a presynaptic marker were
observed with TIRFM (Figure 2). Such postsynaptic-like
membrane (PSLM) exhibited accumulation of homer, another
marker protein of postsynaptic density and AMPAR. We
chose
relatively
large
neurons
possessing
spines
which
presumably
corresponded
to
pyramidal
neurons
for
the
experiments. Conditioning stimulation inducing either LTP
or LTD increased or decreased the amount of AMPAR in
PSLM, respectively (Tanaka and Hirano, 2012; Fujii et al.,
2018). g
One possible factor contributing to the increase in the
amount of GluA-SEP on the surface is enhancement of
GluA-SEP exocytosis. Individual events of GluA-SEP exocytosis
can be observed around PSLM by high frequency live-cell
TIRFM imaging (Figure 4). FORMATION OF PSLM ON
NEUREXIN-COATED GLASS LTP-inducing electrical stimulation
increases the frequency of GluA-SEP exocytosis. We reported
a transient (about 1 min) increase of GluA1-SEP exocytosis
frequency around PSLM and a subsequent increase for several
minutes outside PSLM. We also found that GluA1-SEP
exocytosis does not occur in the center of PSLM, but rather it
occurs in the periphery of PSLM or outside of PSLM. Exocytic
domain adjacent to the postsynaptic membrane was previously
reported (Kennedy et al., 2010). FORMATION OF PSLM ON
NEUREXIN-COATED GLASS Excitation
light (yellow) reaches only PSLM and the lower parts of dendrites in TIRFM
(left), whereas it covers the whole area under epi-fluorescence (right). At a
normal synapse, postsynaptic PSD95 signal is apposed to presynaptic
vglut1 signal. (B) PSD95-EGFP signal (green) and vglut1 signal (magenta)
recorded with TIRFM (left) or with epi-fluorescence (right), respectively. Arrows
indicate PSLMs that are clearly observed with TIRFM and are not
accompanied by vglut1 signals, and arrowheads indicate normal synapses
which are not clearly observed with TIRFM. These figure panels were first
published in Tanaka et al. (2014), and copyright permission was obtained. Glass coating with NRX was performed utilizing biotin-
avidin interaction and an antibody which was described in
detail elsewhere (Tanaka and Hirano, 2012; Tanaka et al., 2014;
Figure 1). Briefly, glass coverslips were coated with bovine
serum albumin (BSA) conjugated with biotin. Then, streptavidin,
which binds to biotin, was overlaid. Next, the anti-fragment
crystallizable (Fc) region of human immunoglobulin conjugated
to biotin, which binds to streptavidin, was applied. Finally, NRX
1β without splicing insertion at site 4 fused to the FC region of
human immunoglobulin was applied so that it was captured by
the anti-Fc antibody. When
hippocampal
neurons
overexpressing
NLG
1
with
splice
insertion
at
site
B
were
cultured
on
the
NRX-coated
coverslip,
many
punctate
structures
that
contained PSD95, a marker protein of postsynaptic density, November 2018 | Volume 12 | Article 442 Frontiers in Cellular Neuroscience | www.frontiersin.org 3 AMPA Receptor Exo- and Endocytosis Hirano Hirano FIGURE 3 | Changes of α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA)-type glutamate receptor (AMPAR) subunit number by long-term potentiation
(LTP)-inducing stimulation. (A–C) Averaged time courses of GluA1–3 fluorescence intensity in PSLM (red) and in non-PSLM (black) measured every 4 min before and
after the field stimulation (arrows). Data in the presence of APV (+APV) are also shown (dotted lines). Error bars indicate SEM. ∗p < 0.05, ∗∗p < 0.01 and
∗∗∗p < 0.001. (D–F) GluA-super-ecliptic phluorin (SEP) signals (green) and PSD95-RFP signal (magenta) are shown. PSD95-RFP was recorded before the
stimulation, and images of the two signals were overlaid. GluA-SEP signals in PSLM and non-PSLM are indicated by arrows and arrowheads, respectively. Scale bar,
2 µm. These figure panels were first published in Tanaka and Hirano (2012), and copyright permission is not necessary. FIGURE 3 | Changes of α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid (AMPA)-type glutamate receptor (AMPAR) subunit number by long-term potentiation
(LTP)-inducing stimulation. ENDO-AND EXOCYTOSIS REGULATION
DURING LTD AROUND PSLM NMDA application induces LTD in hippocampal culture
preparations, which is accompanied by a decrease in amount
of cell-surface AMPAR (Lee et al., 1998; Beattie et al., 2000;
Collingridge et al., 2010; Fernández-Monreal et al., 2012). Enhancement of clathrin-dependent endocytosis has been
considered to contribute to LTD expression (Glebov et al., 2015;
Zheng et al., 2015). In order to obtain better understanding of the
process of LTD expression, Fujii et al. (2017, 2018) used PSLM
for analyses of AMPAR endocytosis during LTD. Individual
endocytic events of cell surface molecules, including AMPAR,
have been detected by the combination of a rapid extracellular pH
change method with the use of SEP (Jullié et al., 2014; Rosendale
et al., 2017). The extracellular pH change was performed with a
θ tube in these studies. We used a U-tube instead of a θ tube for
the extracellular pH exchange (Fujii et al., 2017, 2018; Figure 6). The use of a U-tube enables us to remove the applied solution
from the experimental chamber, although the speed of solution
exchange is somewhat slower than that of a method using a
θ tube. Using the combination of rapid extracellular pH change
and GluA1-SEP, individual events of GluA1-SEP endocytosis
were observed around PSLM. FIGURE 4 | Two examples of GluA1-SEP (green) exocytosis (arrows) shown
together with PSD95-RFP (magenta). The numbers indicate time (seconds)
after the field stimulation. These figure panels were first published in Tanaka
and Hirano (2012), and copyright permission is not necessary. Changes in the cell surface amounts and in the exocytosis
frequencies of GluA2-SEP or GluA3-SEP also occur during
LTP expression (Tanaka and Hirano, 2012). GluA2-SEP and
GluA3-SEP show different time courses of these changes
(Figure 3). Co-expression experiments of GluA1-SEP/GluA2,
GluA1/GluA2-SEP or GluA2/GluA3-SEP were also performed. Based on the experimental results, we proposed the following
scheme as a mechanism of the expression of LTP (Figure 5). (1) Exocytosis of GluA1 homo-tetramer occurs particularly in
the periphery of PSLM immediately after the conditioning
stimulation. (2)
A
few
minutes
after
the
conditioning
stimulation,
exocytosis
of
GluA1/GluA2
hetero-tetramer
increases for several minutes outside PSLM. Some of the
exocytosed GluA1/GluA2 hetero-tetramers may move into
PSLM by diffusion on the plasma membrane. (3) From
about 20 min after the conditioning stimulation exocytosis of
GluA2/GluA3 gradually increases outside PSLM. The above
scheme suggests that changes in the distribution of AMPAR
subtypes are likely to occur during LTP. EXOCYTOSIS REGULATION IN LTP
AROUND PSLM We reported that high frequency electrical field stimulation
used to induce LTP increases the amount of SEP-tagged GluA
subunit of AMPAR in and outside PSLM in a hippocampal
culture preparation (Figure 3, Tanaka and Hirano, 2012). The
increase is somewhat larger in PSLM. By the way, PSLM is November 2018 | Volume 12 | Article 442 Frontiers in Cellular Neuroscience | www.frontiersin.org 4 AMPA Receptor Exo- and Endocytosis Hirano normal cellular processes. These points will be discussed
later. normal cellular processes. These points will be discussed
later. FIGURE 4 | Two examples of GluA1-SEP (green) exocytosis (arrows) shown
together with PSD95-RFP (magenta). The numbers indicate time (seconds)
after the field stimulation. These figure panels were first published in Tanaka
and Hirano (2012), and copyright permission is not necessary. ENDO-AND EXOCYTOSIS REGULATION
DURING LTD AROUND PSLM I presume that exo-
and endocytosis of GluA1/GluA2 and GluA2/GluA3 hetero-
tetramers are in equilibrium in a basal condition. This combination method is also useful to precisely determine
the amount of cell surface AMPAR, because some SEP
fluorescence arises from molecules located in endoplasmic
reticulum with relatively neutral luminal pH (Paroutis et al.,
2004; Rathje et al., 2013). By subtracting fluorescence signals at
pH 5.5 from those at pH 7.3, cell-surface signals can be isolated. This method allowed us to precisely analyze cell-surface amounts
of GluA1-SEP and GluA2-SEP during LTD expression (Fujii
et al., 2018). The thus estimated cell-surface amounts of both
GluA1-SEP and GluA2-SEP gradually decrease after the NMDA
application. The decrease of GluA1-SEP is sustained for more
than 30 min, while that of GluA2-SEP tends to recover (Fujii
et al., 2018). Regarding changes of AMPAR exocytosis during LTP
expression, some unclear or conflicting observations have
been reported about sites of exocytosis, AMPAR subtype
specificity and precise time courses. Some previous studies
reported different molecular regulation mechanisms between
constitutive AMPAR exocytosis and regulated exocytosis during
LTP induction (Ahmad et al., 2012; Temkin et al., 2017; Wu et al.,
2017). Yudowski et al. (2007), Lin et al. (2009) and Makino and
Malinow (2009) reported that the majority of GluA1 exocytosis
occurred in extrasynaptic membrane, whereas Kennedy et al. (2010) found exocytic domains adjacent to postsynaptic density. The involvement of GluA2-lacking AMPAR such as GluA1
homo-tetramer in LTP has also been controversial (Passafaro
et al., 2001; Plant et al., 2006; Adesnik and Nicoll, 2007;
Gray et al., 2007; Lu Y. et al., 2007). Furthermore, there has
been little precise information about how exocytosis of each
subtype of AMPAR, such as GluA1/2 or GluA2/3 hetero-
tetramer changes during LTP expression. Tanaka and Hirano
(2012) provided some answers or information regarding these
questions. However, I would like to note the following. First,
PSLM is an artificial structure and may not necessarily express
all normal functions of hippocampal glutamatergic postsynaptic
membrane. Second, over-expressed GluA1-SEP might affect The LTD-inducing NMDA application transiently increases
the
size
of
individual
GluA1-SEP
endocytic
events
and
also the frequency of GluA1-SEP endocytosis for about
1 min. Interestingly this transiently enhanced large endocytosis
is clathrin-dependent, whereas constitutive endocytosis of
GluA1-SEP does not depend on clathrin (Fujii et al., 2017, 2018). ENDO-AND EXOCYTOSIS REGULATION
DURING LTD AROUND PSLM Considering
that
the
cell-surface
amounts
of molecules are regulated by the balance of endo- and
exocytosis, we examined changes of GluA1-SEP exocytosis
after the LTD-inducing NMDA application (Fujii et al., 2018). We found that after the NMDA application, GluA1-SEP
exocytosis is transiently enhanced and then decreased. Taking
endocytosis, plays a predominant role in LTD expression
(Figure 7). In addition, the cell-surface amount, and endo- and
exocytosis of GluA2-SEP after the NMDA application were
examined. We showed that GluA2-SEP exhibits different
temporal
profiles
from
those
of
GluA1-SEP,
suggesting FIGURE 5 | Scheme of exocytosis changes of each AMPAR subtype during LTP expression. In a basal condition (Basal), exo- and endocytosis of GluA1/GluA2 and
GluA2/GluA3 hetero-tetramer are in equilibrium. Soon after the high frequency electrical stimulation (Transient, around 1 min after the stimulation), exocytosis of
GluA1 homo-tetramer occurs in the periphery of PSLM (red arrow), and exocytosis of GluA1/GluA2 increases outside PSLM (blue arrow). In the following period
(Intermediate, about 3–10 min after the stimulation), exocytosis of GluA1/GluA2 increases outside PSLM (blue arrow). Finally (Late, about 20 min after the stimulation)
exocytosis of GluA2/GluA3 increases outside PSLM (blue arrow). Some AMPAR exocytosed outside PSLM are likely to move into PSLM by lateral diffusion on the
plasma membrane. This figure is newly drawn based on our previous publication (Tanaka and Hirano, 2012), and copyright permission is not required. FIGURE 5 | Scheme of exocytosis changes of each AMPAR subtype during LTP expression. In a basal condition (Basal), exo- and endocytosis of GluA1/GluA2 and
GluA2/GluA3 hetero-tetramer are in equilibrium. Soon after the high frequency electrical stimulation (Transient, around 1 min after the stimulation), exocytosis of
GluA1 homo-tetramer occurs in the periphery of PSLM (red arrow), and exocytosis of GluA1/GluA2 increases outside PSLM (blue arrow). In the following period
(Intermediate, about 3–10 min after the stimulation), exocytosis of GluA1/GluA2 increases outside PSLM (blue arrow). Finally (Late, about 20 min after the stimulation)
exocytosis of GluA2/GluA3 increases outside PSLM (blue arrow). Some AMPAR exocytosed outside PSLM are likely to move into PSLM by lateral diffusion on the
plasma membrane. This figure is newly drawn based on our previous publication (Tanaka and Hirano, 2012), and copyright permission is not required. FIGURE 6 | Rapid extracellular pH exchange method using a U-tube and detection of individual AMPAR endocytosis. ENDO-AND EXOCYTOSIS REGULATION
DURING LTD AROUND PSLM This result is consistent with a previous study reporting that basal
endocytosis of AMPAR does not depend on clathrin, but that
the NMDA-induced endocytosis depends on clathrin (Glebov
et al., 2015). Thus, there are at least two independent endocytosis
pathways for AMPAR. We also reported that clathrin-dependent
GluA1-SEP endocytosis induced by the NMDA application
preferentially takes place in the periphery of PSLM, which is
likely to correspond to the endocytic zone adjacent to the
postsynaptic membrane (Blanpied et al., 2002; Lu J. et al., 2007). T
i
t
h
t
f
Gl A1 SEP
d
t
i Transient
enhancement
of
GluA1-SEP
endocytosis
seems to be insufficient to explain slowly developing LTD November 2018 | Volume 12 | Article 442 Frontiers in Cellular Neuroscience | www.frontiersin.org 5 AMPA Receptor Exo- and Endocytosis Hirano Hirano FIGURE 5 | Scheme of exocytosis changes of each AMPAR subtype during LTP expression. In a basal condition (Basal), exo- and endocytosis of GluA1/GluA2 and
GluA2/GluA3 hetero-tetramer are in equilibrium. Soon after the high frequency electrical stimulation (Transient, around 1 min after the stimulation), exocytosis of
GluA1 homo-tetramer occurs in the periphery of PSLM (red arrow), and exocytosis of GluA1/GluA2 increases outside PSLM (blue arrow). In the following period
(Intermediate, about 3–10 min after the stimulation), exocytosis of GluA1/GluA2 increases outside PSLM (blue arrow). Finally (Late, about 20 min after the stimulation)
exocytosis of GluA2/GluA3 increases outside PSLM (blue arrow). Some AMPAR exocytosed outside PSLM are likely to move into PSLM by lateral diffusion on the
plasma membrane. This figure is newly drawn based on our previous publication (Tanaka and Hirano, 2012), and copyright permission is not required. FIGURE 6 | Rapid extracellular pH exchange method using a U-tube and detection of individual AMPAR endocytosis. When a bulb on a U-tube is open (Bulb open),
the pH 6.0 solution flows inside U-tube and the extracellular pH 7.3 solution is also soaked into the U-tube. When the bulb is closed (Bulb closed), the intra U-tube
pH 6.0 solution leaks out to the extracellular solution. In this pH 6.0 condition, only SEP signals from intracellular vesicles with near-neutral luminal pH such as those
immediately after endocytosis can be detected. This figure is newly drawn based on our previous publication (Fujii et al., 2017), and copyright permission is not
required. expression. ENDO-AND EXOCYTOSIS REGULATION
DURING LTD AROUND PSLM When a bulb on a U-tube is open (Bulb open),
the pH 6.0 solution flows inside U-tube and the extracellular pH 7.3 solution is also soaked into the U-tube. When the bulb is closed (Bulb closed), the intra U-tube
pH 6.0 solution leaks out to the extracellular solution. In this pH 6.0 condition, only SEP signals from intracellular vesicles with near-neutral luminal pH such as those
immediately after endocytosis can be detected. This figure is newly drawn based on our previous publication (Fujii et al., 2017), and copyright permission is not
required. FIGURE 6 | Rapid extracellular pH exchange method using a U-tube and detection of individual AMPAR endocytosis. When a bulb on a U-tube is open (Bulb open),
the pH 6.0 solution flows inside U-tube and the extracellular pH 7.3 solution is also soaked into the U-tube. When the bulb is closed (Bulb closed), the intra U-tube
pH 6.0 solution leaks out to the extracellular solution. In this pH 6.0 condition, only SEP signals from intracellular vesicles with near-neutral luminal pH such as those
immediately after endocytosis can be detected. This figure is newly drawn based on our previous publication (Fujii et al., 2017), and copyright permission is not
required. expression. Considering
that
the
cell-surface
amounts
of molecules are regulated by the balance of endo- and
exocytosis, we examined changes of GluA1-SEP exocytosis
after the LTD-inducing NMDA application (Fujii et al., 2018). We found that after the NMDA application, GluA1-SEP
exocytosis is transiently enhanced and then decreased. Taking
all these results together, it was suggested that sustained
suppression of AMPAR exocytosis, rather than enhanced endocytosis, plays a predominant role in LTD expression
(Figure 7). In addition, the cell-surface amount, and endo- and
exocytosis of GluA2-SEP after the NMDA application were
examined. We showed that GluA2-SEP exhibits different
temporal
profiles
from
those
of
GluA1-SEP,
suggesting
differential regulation of GluA2-SEP. However, how each
type of AMPAR consisting of GluA1–3, such as GluA1/2 or November 2018 | Volume 12 | Article 442 Frontiers in Cellular Neuroscience | www.frontiersin.org 6 AMPA Receptor Exo- and Endocytosis Hirano Hirano FIGURE 7 | Scheme of exo- and endocytosis changes of GluA1-containing AMPAR during long-term depression (LTD) expression. In a basal condition (Basal) exo-
and endocytosis of GluA1-containing AMPAR are in equilibrium. MERITS AND DEMERITS OF PSLM High SN ratio images of fluorescent molecules can be obtained
around PSLM with TIRFM through the reduction of background
signals (Figure 2). Parallel formation of PSLM on the glass
surface enables a simple interpretation of imaging data about
how synaptic proteins are localized in and around PSLM. PSLM
is also stable and does not move, whereas dendritic spines in
which postsynaptic membrane is located occasionally move in
culture and in vivo (Deng and Dunaevsky, 2005). In addition,
PSLM can be found much more easily under TIRFM than
conventional postsynaptic membranes (Tanaka et al., 2014). These points are significant merits of using PSLM for analyses of
postsynaptic processes in a basal condition and during synaptic
plasticity. Importantly, similar changes of GluA1-SEP dynamics during
LTD expression were observed in conventional synapses. Using
oblique illumination, we studied the exo- and endocytosis
changes of GluA1-SEP around conventional synapses in
hippocampal neurons cultured on glass that was not coated with
NRX (Fujii et al., 2018). Although, the SN ratio of fluorescence
images of GluA1-SEP around synapses observed with oblique
illumination was inferior to that obtained using PSLM and
TIRFM, qualitatively similar results were obtained. ENDO-AND EXOCYTOSIS REGULATION
DURING LTD AROUND PSLM Immediately after the N-methyl-D-aspartate (NMDA) application (Transient, around 1 min after the
onset of NMDA application), clathrin-dependent endocytosis and exocytosis of AMPAR increase in the periphery of PSLM. In the following period (Intermediate, about
3–10 min), AMPAR exocytosis is suppressed. Finally (Late) exo- and endocytosis of AMPAR go into equilibrium in a low level. How each type of AMPAR changes
during LTD remains to be clarified. This figure is newly drawn based on our previous publications (Fujii et al., 2017, 2018), and copyright permission is not required. FIGURE 7 | Scheme of exo- and endocytosis changes of GluA1-containing AMPAR during long-term depression (LTD) expression. In a basal condition (Basal) exo-
and endocytosis of GluA1-containing AMPAR are in equilibrium. Immediately after the N-methyl-D-aspartate (NMDA) application (Transient, around 1 min after the
onset of NMDA application), clathrin-dependent endocytosis and exocytosis of AMPAR increase in the periphery of PSLM. In the following period (Intermediate, about
3–10 min), AMPAR exocytosis is suppressed. Finally (Late) exo- and endocytosis of AMPAR go into equilibrium in a low level. How each type of AMPAR changes
during LTD remains to be clarified. This figure is newly drawn based on our previous publications (Fujii et al., 2017, 2018), and copyright permission is not required. FIGURE 7 | Scheme of exo- and endocytosis changes of GluA1-containing AMPAR during long-term depression (LTD) expression. In a basal condition (Basal) exo-
and endocytosis of GluA1-containing AMPAR are in equilibrium. Immediately after the N-methyl-D-aspartate (NMDA) application (Transient, around 1 min after the
onset of NMDA application), clathrin-dependent endocytosis and exocytosis of AMPAR increase in the periphery of PSLM. In the following period (Intermediate, about
3–10 min), AMPAR exocytosis is suppressed. Finally (Late) exo- and endocytosis of AMPAR go into equilibrium in a low level. How each type of AMPAR changes
during LTD remains to be clarified. This figure is newly drawn based on our previous publications (Fujii et al., 2017, 2018), and copyright permission is not required. GluA2/3 hetero-tetramer, changes during LTD has not been
reported. Transient and simultaneous enhancement of both
exo- and endocytosis of GluA1 after the onset of NMDA
application might contribute to substitutions of AMPAR
subtypes. GluA2-containing AMPAR might be replaced by
Ca2+ permeable AMPAR lacking GluA2 (Sanderson et al.,
2016). should influence the amount of AMPAR at a postsynaptic
membrane (Opazo et al., 2010, 2012; Opazo and Choquet, 2011;
Chen et al., 2015). should influence the amount of AMPAR at a postsynaptic
membrane (Opazo et al., 2010, 2012; Opazo and Choquet, 2011;
Chen et al., 2015). FUTURE DIRECTIONS There are many different types of synapses. Some are excitatory,
and the others are inhibitory. There are also large differences
in presynaptic transmitter release probability among synapses,
which is likely to affect postsynaptic properties (Konnerth
et al., 1990; Miyawaki and Hirano, 2011; Biederer et al.,
2017). Synapses between a pair of neurons often change their
characteristics during development (Pouzat and Hestrin, 1997;
Yu and Goodrich, 2014). There are many types of synaptic
adhesion molecules such as NLG, NRX, SynCAM, EphrinB,
LRRTM and N-cadherin. In addition, there are different subtypes
and different splice variants of NRX and NLG as explained
above. They are differently distributed among synapses, and
some of them are co-localized at a synapse. Combination
of pre- and postsynaptic adhesion molecules are likely to
play critical roles in determination of synaptic properties
(Levinson and El-Husseini, 2005; Dean and Dresbach, 2006;
Craig and Kang, 2007; Südhof, 2008; Bukalo and Dityatev,
2012). Changing a glass-coating presynaptic adhesion molecule,
adding another coating molecule, or changing cultured neuronal
type might reveal synapse-type specific postsynaptic properties. Such experiments might also provide useful information about
determinant molecules for functional properties of a particular
type of synapse. Another interesting extension of the culture method on the
coated-glass surface is application to studies on presynaptic
mechanisms. By coating glass surface with postsynaptic adhesion
molecule, formation of presynaptic structure has been achieved
(Funahashi et al., 2018). By this method, presynaptic active-
zone-like membrane (AZLM) was formed on the glass surface
coated with NLG, and single exocytosis event of a synaptic
vesicle was visualized. Using an original experimental system,
we also demonstrated fast diffusion of a synaptic vesicle protein
synaptophysin tagged with SEP on the plasma membrane
after membrane fusion of synaptic vesicle membrane, and also
distinct distribution patterns of synchronous and asynchronous
synaptic-vesicle release locations (Südhof, 2012; Kaeser and
Regehr, 2014; Kavalali and Jorgensen, 2014; Maschi and
Klyachko, 2017). Thus, the novel imaging preparations enabled
by pre- and postsynaptic structure formation directly on the
glass surface coated with a synaptic adhesion molecule combined
with TIRFM, are expected to shed light on detailed molecular
dynamics underlying synaptic transmission and plasticity. Over-expression
of
AMPAR-SEP
is
also
artificial
manipulation which could affect normal cellular processes. Overexpression of a subunit of AMPAR such as GluA1 inevitably
increases its relative amount, potentially affecting normal cellular
processes. FUTURE DIRECTIONS Indeed, we found that GluA2-SEP behaves somewhat
differently depending on whether it is co-expressed with GluA1
(Tanaka and Hirano, 2012). I also note that SEP is not small in
size and could affect AMPAR functions and regulations. One
way to overcome these problems is to label endogenous AMPAR
with a small fluorescent molecular probe (Wakayama et al.,
2017). LATERAL MOVEMENT OF AMPAR ON THE
PLASMA MEMBRANE However, PSLM is certainly an artificial structure deficient in
interaction with presynaptic structures, which could potentially
affect some functions of postsynaptic membrane. Thus, certain
care should be taken in interpretation of results obtained
using PSLM. Nevertheless, PSLM retains essential properties of
postsynaptic membrane, as evidenced by the accumulation of
postsynaptic proteins such as PSD95 and homer, and dynamic
changes of the amount of AMPAR relevant to the expression of
LTP and LTD. Furthermore, it was demonstrated that exo- and
endocytic changes of GluA1-SEP during LTD at conventional
postsynaptic membranes were qualitatively similar to those
observed at PSLM as explained above Fujii et al. (2018). Thus, AMPAR moves around on the plasma membrane by lateral
diffusion, and this movement has been studied by live-cell
imaging of a fluorescent quantum dot attached to AMPAR
(Bats et al., 2007; Groc et al., 2008). Diffusion is much faster
in extrasynaptic membrane than in postsynaptic membrane. Notably, there is little movement of AMPAR in the postsynaptic
membrane for a long time. Thus, AMPAR can be trapped
at a postsynaptic membrane. Together with the balance of
exo- and endocytosis, the efficiency of trapping of AMPAR
at a postsynaptic membrane or the balance of coming-in and
going-out of AMPAR to and from a postsynaptic membrane November 2018 | Volume 12 | Article 442 Frontiers in Cellular Neuroscience | www.frontiersin.org 7 AMPA Receptor Exo- and Endocytosis Hirano PSLM can be regarded as a useful experimental model and
can provide guiding results and/or ideas that would be worth
rigorously examining at conventional synapses. 2017). I would also like to note that application of super-
resolution fluorescence imaging techniques, Stochastic optical
reconstruction
microscopy
(STORM)
and
Photo-activated
localization microscopy (PALM) in particular, were likely to
match very well with analyses on PSLM, which is formed
parallelly in a single focal plane (Dani et al., 2010; Maglione
and Sigrist, 2013; Baddeley and Bewersdorf, 2018). STORM
and PALM are used with TIRFM in most cases, and parallel
formation of PSLM on the glass surface should facilitate image
capture processes of STORM or PALM. FUNDING This work was supported by a grant 18H02526 to TH from Japan
Society for the Promotion of Science, and a grant from Takeda
Science Foundation in Japan. ACKNOWLEDGMENTS Development
of
new
fluorescent
proteins
such
as
pH-sensitive
red
fluorescent
proteins
will
enable
us
to
simultaneously monitor multiple proteins, and will certainly
promote the analyses (Shen et al., 2014; Martineau et al., I thank Drs. S. Kawaguchi, H. Tanaka and E. Nakajima for their
constructive comments on the manuscript. I thank Drs. S. Kawaguchi, H. Tanaka and E. Nakajima for their
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conducted in the absence of any commercial or financial relationships that could
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1000–1015. doi: 10.1016/j.neuron.2016.01.043 Copyright © 2018 Hirano. This is an open-access article distributed under the terms
of the Creative Commons Attribution License (CC BY). The use, distribution or
reproduction in other forums is permitted, provided the original author(s) and the
copyright owner(s) are credited and that the original publication in this journal
is cited, in accordance with accepted academic practice. No use, distribution or
reproduction is permitted which does not comply with these terms. Copyright © 2018 Hirano. This is an open-access article distributed under the terms
of the Creative Commons Attribution License (CC BY). The use, distribution or
reproduction in other forums is permitted, provided the original author(s) and the
copyright owner(s) are credited and that the original publication in this journal
is cited, in accordance with accepted academic practice. No use, distribution or
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UTILIZING A LIPID BILAYER-BASED SOLVENT TO ENHANCE BUTANOL PRODUCTION FROM A CONTINUOUS FERMENTATION OF CLOSTRIDIA PASTEURIANUM
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UTILIZING A LIPID BILAYER-BASED SOLVENT TO ENHANCE
UTILIZING A LIPID BILAYER-BASED SOLVENT TO ENHANCE
BUTANOL PRODUCTION FROM A CONTINUOUS FERMENTATION
BUTANOL PRODUCTION FROM A CONTINUOUS FERMENTATION
OF CLOSTRIDIA PASTEURIANUM
OF CLOSTRIDIA PASTEURIANUM John Nunes
University of Rhode Island, Jjnunes8@gmail.com Follow this and additional works at: https://digitalcommons.uri.edu/theses
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Recommended Citation
Nunes, John, "UTILIZING A LIPID BILAYER-BASED SOLVENT TO ENHANCE BUTANOL PRODUCTION FROM
A CONTINUOUS FERMENTATION OF CLOSTRIDIA PASTEURIANUM" (2018). Open Access Master's
Theses. Paper 1279.
https://digitalcommons.uri.edu/theses/1279 This Thesis is brought to you by the University of Rhode Island. It has been accepted for inclusion in Open Access
Master's Theses by an authorized administrator of DigitalCommons@URI. For more information, please contact
digitalcommons-group@uri.edu. For permission to reuse copyrighted content, contact the author directly. UTILIZING A LIPID BILAYER-BASED SOLVENT TO ENHANCE
BUTANOL PRODUCTION FROM A CONTINUOUS FERMENTATION
OF CLOSTRIDIA PASTEURIANUM
BY
JOHN NUNES
A THESIS SUBMITTED IN PARTIAL FULFILLMENT OF THE
REQUIREMENTS FOR THE DEGREE OF
MASTER OF SCIENCE
IN
CHEMICAL ENGINEERING
CHEMICAL ENGINEERING
UNIVERSITY OF RHODE ISLAND
2018 BY
JOHN NUNES Abstract This work highlights the capabilities of a lipid bilayer-based solvent for butanol extraction. Previous work in our group has shown that lipid bilayers have a high affinity for butanol
extraction. Here, we show higher butanol partition coefficients than previously seen in other
solvents. Our partition coefficients were found using a quantitative NMR method to allow for
in situ measurements to be taken which resulted in higher partition coefficients than
previously found by HPLC methods. Two lipids were used for these experiments in order to
examine the effect that lipid bilayer phase has on the butanol partition coefficient and we
see that a mixed phase bilayer (DPPC/DOPC) resulted in the highest butanol partition
coefficient. Additionally, butanol’s effect on bilayer size was examined by dynamic light
scattering. DPPC vesicles showed the largest change in size when butanol was added due to
the smaller spaces in between lipid head groups in a DPPC bilayer. Working in collaboration with Dr. Carmen Scholz’s group at the University of Alabama
Huntsville, a continuous fermentation was developed that used glycerol as a feedstock for
Clostridium pasteurianum. We also utilized our lipid bilayer solvent in an extractive
fermentation of these continuous cultures. Our results showed an increase in butanol
production and yield at lower dilution rates, which can also be attributed to the extraction of
butanol from the system. Acknowledgments First, I’d like to thank my parents for their support and love. I’d like to thank Dr. First, I’d like to thank my parents for their support and love. I’d like to thank Dr. Bothun for his help and guidance throughout this process and also for giving me the
great opportunity to work with him. I’d like to thank my family and friends for being
so supportive of me with a special thank you to my lab mates at URI who have helped
me and provided constructive feedback countless times. I’d like to thank the URI
Chemical Engineering department for welcoming me and their assistance. Finally, I’d
like to thank Becky for always being there when I needed her and pushing me to
succeed. iii Table of Contents
Abstract ...........................................................................................................................ii
Acknowledgments ......................................................................................................... iii
Table of Contents .......................................................................................................... iv
List of Tables ................................................................................................................. vii
Table of Figures............................................................................................................ viii
Chapter 1 ........................................................................................................................ 1
Chapter 2 ........................................................................................................................ 5
2.1 Butanol Toxicity and Cell Inhibition .................................................................... 5
2.2 Vesicle Characterization ...................................................................................... 7
2.3 Extractive Fermentation ...................................................................................... 9
References ................................................................................................................... 11
CHAPTER 3 ................................................................................................................... 13
3.1 Introduction ....................................................................................................... 13
3.2 Methods/Materials............................................................................................ 19
3.2.1 Vesicle Preparation ...................................................................................... 19
3.2.2 Nuclear Magnetic Resonance (NMR) ........................................................... 20
3.2.3 Dynamic Light Scattering ............................................................................. 22
3.3 Results and Discussion ....................................................................................... 23 iv iv 3.3.1 Partition coefficient with increasing lipid concentrations ........................... 23
3.3.2 Liposome Swelling ....................................................................................... 28
3.4 Conclusions ........................................................................................................ 31
References ................................................................................................................... 32
Chapter 4 ...................................................................................................................... 36
4.1 Introduction ....................................................................................................... 36
4.2 Materials and Methods ..................................................................................... 38
4.2.1 Vesicle Preparation ...................................................................................... 38
4.2.2 Fermentation Media .................................................................................... 39
4.2.3 Bioreactor Schematic and Operation .......................................................... 39
4.2.4 Quantitative NMR ........................................................................................ 42
4.2.5 HPLC Analysis ............................................................................................... 44
4.3.1 Validating qNMR for determining butanol concentration .......................... 44
4.3.2 Butanol extracted by vesicle solvent ........................................................... 45
4.3.3 Total butanol production ............................................................................. 46
4.4 Conclusions ........................................................................................................ 49
References ................................................................................................................... 50
Chapter 5 ...................................................................................................................... 52
5.1 Conclusions ........................................................................................................ 52 v 5.2 Future Work ....................................................................................................... 54
Appendix 1 ................................................................................................................... 56
Bibliography ……………………………………………………………………………………………………………61 vi List of Tables List of Tables Table 2.1: Lipids used in this study with molecular weight and structure. Soy lecithin
is a mixture and the structure shown is representative and the molecular weight is an
average (Avanti Polar Lipids, Inc, Alabaster, AL). ........................................................... 8
Table 3.1: Table of NHOC, AKI fuel properties of ethanol, butanol, gasoline. NHOC –
Net heat of combustion, AKI – Anti-knock index (Harvey, Meylemans 2011). ......... 145
Table 3.2: DPPC and DOPC were the lipids used in this study with molecular weight
and structure shown. ................................................................................................. 189
Table 3.3: Butanol/Lipid mass and mole fraction partition coefficients at a lipid
concentration of 4 g/L and a butanol concentration of 5 g/L. Our results show that
the equimolar mixture of DPPC and DOPC provide the highest butanol partition
coefficient................................................................................................................... 267
Table 4.1: Compositions of the glycerol media used during the fermentation. ...... 3940 vii vii Table of Figures Table of Figures Table of Figures Figure 2.1: [Left] Additional butanol in presence of fermentation inhibits cell growth. [Right] Butanol production decreases when additional butanol is present in the
system (Venkataramanan et al. 2014). .......................................................................... 6
Figure 2.2: Pathway of glycerol fermentation by Clostridium pasteurianum (Kubiak et
al. 2012). ......................................................................................................................... 7
Figure 2.3: The four phases that can be present in a liposome. The interdigitated gel
occurs once butanol is added to the system and returns to a fluid phase after the
melting temperature (Tm) (Kurniawan et al. 2012) ………………………………………………… 9
Figure 3.1: NMR spectra of butanol without vesicles present (red) and in the presence
of vesicles (green). This difference is measurable and can then be used to find
butanol/lipid partition coefficients. ........................................................................... 245
Figure 3.2: Partition coefficients of butanol in DPPC (A), DOPC (B) and 50:50
DPPC:DOPC (C). All partition coefficient experiments were conducted at 25 oC and at
a butanol concentration of 5 g/L. A “*” represents p < 0.05, while “n.s.” represents p
> 0.05. This basis is used throughout the results presented. (D) The number of
butanol molecules per lipid molecule based on KP results at a butanol concentration
of 5 g/L and lipid concentrations of 4 g/L. ................................................................. 256
Figure 3.3: Change in vesicle size with (A) increasing butanol concentration and (B)
increasing acetic acid, 1,3 propanediol and ethanol concentration (DPPC only). A
table containing the slopes of linear fits through the intercept. ............................. 2930
Figure 4.1: Schematic of the continuous fermentation with vesicle extraction process. P1-P4 are the pumps. (A) Fresh media inlet being fed into (B) the bioreactor with the
C. Pasteurianum fermentation. (C) was the waste collection. (D) housed the vesicle
solution being sent through (E) the hollow fiber membrane used to extract butanol. ...................................................................................................................................... 42
Figure 4.2: NMR spectrum of a sample from the continuous fermentation. The maleic
acid peak (6.25 ppm) is compared to the visible butanol peaks (1.4, 1.25, 0.8 ppm) in
order to find how much butanol is in solution. ......................................................... 434 viii Figure 4.3: A comparison between HPLC and qNMR with an internal calibrant. Random samples were chosen from the experiments and tested with both HPLC and
NMR. On average there was an 8% difference between them. ................................ 456 Figure 4.3: A comparison between HPLC and qNMR with an internal calibrant. Random samples were chosen from the experiments and tested with both HPLC and
NMR. Chapter 1 Chapter 1 Table of Figures On average there was an 8% difference between them. ................................ 456 Figure 4.3: A comparison between HPLC and qNMR with an internal calibrant. Random samples were chosen from the experiments and tested with both HPLC and
NMR. On average there was an 8% difference between them. ................................ 456
Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of
time at two dilution rates (DR). The blue bar represents the total butanol measured
by qNMR therefore outside of the vesicles. The orange bar represents the butanol
found by calculation using the partition coefficients from previous work. 60 min is
highlighted here as that was the final time point both trials had in common. ......... 467
Figure 4.5: Total butanol produced (g) over time in the reactor, in the solvent and in
total for two dilution rates (A - 0.18 hr-1, B - 0.09 hr-1). The DR of 0.09 hr-1 showed
almost triple the total butanol production of the DR 0.18 hr-1. A table showing the
production of butanol per hour, the percent increase of butanol totals and the
butanol yields. ............................................................................................................ 489
Figure 4.6: Ratio of moles of butanol to moles of lipid present for two dilution rates. ...................................................................................................................................... 50
Figure 5.1: Mole fraction-based butanol/lipid partition coefficients using an
equimolar mixture of DPPC and DOPC. ..................................................................... 534
Figure 5.2: A dilution rate 0.09 provided an increase of 94% in butanol produced. We
also see that the amount of butanol in the reactor rises once the extraction begins
indicating an increase in production by the C. pasteurianum. .................................. 545 ix INTRODUCTION Growing energy demands for the world will require innovative options for energy
production. Alternative fuel can be an important and viable option to expand on
current energy choices (Dresselhaus and Thomas 2001). Ethanol is a common fuel
additive used today in fuel to enhance the fuel’s properties. However, when present
in large amounts, ethanol can be corrosive to car engines. Due to the corrosive
nature of ethanol, car engines would need to undergo modifications to combat this
corrosion (Surisetty et al. 2011). In contrast, butanol offers fuel properties superior to
those of ethanol and thus has the potential to be a more innovative fuel source
(Nanda et al. 2017; Lee et al. 2008; Dürre 2007; MacLean and Lave 2003). The fuel
properties of butanol are so similar to gasoline that butanol is considered a “drop-in”
biofuel meaning it is capable of being used in car engines with limited or no
modifications (Dürre 2007). In addition to its use as a biofuel, butanol has a number
of other uses in the chemical industry such as in the production of paints, lacquers,
and resins (Harvey and Meylemans 2011; Nanda et al. 2017). Batch fermentation
utilizing the Clostridia strain has also shown promise when it comes to butanol
production (Zheng et al. 2009; Jones and Woods 1986; Tomas et al. 2003; Lee et al. 2008) 1 Butanol production via fermentation does come with certain limitations, namely, that
butanol is toxic to cells (Sardessai and Bhosle 2002). This toxicity can severely impact
the production of butanol and life of the cells (Venkataramanan et al. 2014). In an
effort to reduce the impact butanol can have on a fermentation, extractive
fermentation has been utilized to remove butanol as it is formed in a fermentation
setting. By removing the butanol, not only does this limit the toxicity that butanol
exhibits which increases cell growth but it also drives the reaction to produce more
butanol due to Le Chatelier’s principle. The effectiveness of an extractive
fermentation is based on the solvent choice. While many solvents have been used to
extract butanol, this work focuses on vesicles as the solvent of choice. Vesicles show
excellent potential as a solvent for butanol extraction due to their biocompatibility
and high preliminary partition coefficient results for butanol into vesicles (Kurniawan
et al. 2012). INTRODUCTION 2
The overall goal of this work was to design and operate a continuous fermentation
process coupled with extractive fermentation utilizing a vesicle solvent. In order to
establish an extractive fermentation, details about the vesicle solvent needed to be
found. Partition coefficients were found using a quantitative nuclear magnetic
resonance (qNMR) approach. When butanol partitions into a bilayer, the bilayer
expands to include the butanol (Löbbecke and Cevc 1995). This phenomenon was
observed using dynamic light scattering during this work. A continuous fermentation
of Clostridia pasteurianum was then established in collaboration with the University 2 of Alabama chemistry department. Following this, an extraction system was set up
using vesicles as the solvent and a hollow fiber membrane to bring the solvent into
contact with the fermentation broth. Chapter 2 will provide a detailed background on relevant information in regards to
this research. Chapter 3 contains a manuscript that is in preparation to be published
which covers butanol partition coefficient results as well as butanol’s effect on
vesicle size. Chapter 4 contains another manuscript format that is in its preliminary
stages of editing. This chapter contains information regarding continuous
fermentation and extractive fermentation along with our current results. Chapter 5
contains conclusions and potential ideas for future work on this project. The
appendix will show NMR background and procedures used. References Dresselhaus, M. S. and Thomas, I. L. (2001): Alternative energy technologies. In
Nature 414 (6861), pp. 332–337. DOI: 10.1038/35104599. Dresselhaus, M. S. and Thomas, I. L. (2001): Alternative energy technologies. In
Nature 414 (6861), pp. 332–337. DOI: 10.1038/35104599. Dresselhaus, M. S. and Thomas, I. L. (2001): Alternative energy technologies. In
Nature 414 (6861), pp. 332–337. DOI: 10.1038/35104599. Dürre, P. (2007): Biobutanol. An attractive biofuel. In Biotechnology Journal 2 (12),
pp. 1525–1534. DOI: 10.1002/biot.200700168. Harvey, B.G. and Meylemans, H.A. (2011): The role of butanol in the development of
sustainable fuel technologies. In Journal of Chemical Technology and Biotechnology
86 (1), pp. 2–9. DOI: 10.1002/jctb.2540. Harvey, B.G. and Meylemans, H.A. (2011): The role of butanol in the development of
sustainable fuel technologies. In Journal of Chemical Technology and Biotechnology
86 (1), pp. 2–9. DOI: 10.1002/jctb.2540. Jones, D.T. and Woods, D.R. (1986): Acetone Butanol Fermentation Revisited. In
Microbiological Reviews 50 (4), pp. 484–524. Jones, D.T. and Woods, D.R. (1986): Acetone Butanol Fermentation Revisited. In
Microbiological Reviews 50 (4), pp. 484–524. Jones, D.T. and Woods, D.R. (1986): Acetone Butanol Fermentation Revisited. In
Microbiological Reviews 50 (4), pp. 484–524. 3 Kurniawan, Y.; Venkataramanan, K.P.; Scholz, C.; Bothun, G.D. (2012): n-Butanol
partitioning and phase behavior in DPPC/DOPC membranes. In The Journal of
Physical Chemistry. B 116 (20), pp. 5919–5924. DOI: 10.1021/jp301340k. Kurniawan, Y.; Venkataramanan, K.P.; Scholz, C.; Bothun, G.D. (2012): n-Butanol
partitioning and phase behavior in DPPC/DOPC membranes. In The Journal of
Physical Chemistry. B 116 (20), pp. 5919–5924. DOI: 10.1021/jp301340k. Lee, S.Y.; Park, J.H.; Jang, S.H.; Nielsen, L.K.; Kim, J.; Jung, K.S. (2008): Fermentative
butanol production by Clostridia. In Biotechnology and Bioengineering 101 (2),
pp. 209–228. DOI: 10.1002/bit.22003. Löbbecke, L. and Cevc, G. (1995): Effects of short-chain alcohols on the phase
behavior and interdigitation of phophatidylcholine bilayer membranes. In Biochimica
et biophysica acta 1237 (1), pp. 59–69. MacLean, H.L and Lave L.B. (2003): Evaluating automobile fuel/propulsion system
technologies. In Progress in Energy and Combustion Science 29, pp. 1–69. Nanda, S.; Golemi-Kotra, D.; McDermott, J.C.; Dalai, A.K.; Gökalp, I.; Kozinski, Janusz
A. (2017): Fermentative production of butanol. Perspectives on synthetic biology. In
New Biotechnology 37 (Pt B), pp. 210–221. DOI: 10.1016/j.nbt.2017.02.006. Sardessai, Y.; Bhosle, S. (2002): Tolerance of bacteria to organic solvents. In Research
in Microbiology 153 (5), pp. 263–268. DOI: 10.1016/S0923-2508(02)01319-0. Surisetty, V.R.; Dalai, A.K.; Kozinski, J. (2011): Alcohols as alternative fuels. An
overview. In Applied Catalysis A: General. DOI: 10.1016/j.apcata.2011.07.021. Tomas, C. References A.; Welker, N. E.; Papoutsakis, E. T. (2003): Overexpression of groESL in
Clostridium acetobutylicum Results in Increased Solvent Production and Tolerance,
Prolonged Metabolism, and Changes in the Cell's Transcriptional Program. In Applied
and Environmental Microbiology 69 (8), pp. 4951–4965. DOI:
10.1128/AEM.69.8.4951-4965.2003. Venkataramanan, K.P.; Kurniawan, Y.; Boatman, J.J.; Haynes, C.H.; Taconi, K.A.;
Martin, L. (2014): Homeoviscous response of Clostridium pasteurianum to butanol
toxicity during glycerol fermentation. In Journal of Biotechnology 179, pp. 8–14. DOI:
10.1016/j.jbiotec.2014.03.017. Venkataramanan, K.P.; Kurniawan, Y.; Boatman, J.J.; Haynes, C.H.; Taconi, K.A.;
Martin, L. (2014): Homeoviscous response of Clostridium pasteurianum to butanol
toxicity during glycerol fermentation. In Journal of Biotechnology 179, pp. 8–14. DOI:
10.1016/j.jbiotec.2014.03.017. Zheng, Y.; Li, L.; Xian, M.; Ma, Y.; Yang, J.; Xu, X.; He, D. (2009): Problems with the
microbial production of butanol. In Journal of Industrial Microbiology &
Biotechnology 36 (9), pp. 1127–1138. DOI: 10.1007/s10295-009-0609-9. 4 BACKGROUND This chapter covers a variety of topics and provides an up-to-date review of each of
them. First, butanol’s inhibitory effect on cell growth is discussed. Then, information
about butanol’s effect on vesicle phase is presented. Finally, extractive fermentation
of butanol is shown with a variety of solvents shown. 2.1 Butanol Toxicity and Cell Inhibition 2.1 Butanol Toxicity and Cell Inhibition The inherent toxicity of butanol becomes an issue in a fermentation setting as
butanol will kill cells (Sardessai and Bhosle 2002). Seen in Figure 2.1 below where
butanol is added after two days and a decreased optical density is measured, this
implies that the cell growth was stunted after the addition of butanol
(Venkataramanan et al. 2014). Butanol is known to partition between the
headgroups of a lipid bilayer causing a cell membrane to fluidize, killing the cell
(Bowles and Ellefson 1985; Vollherbst-Schneck et al., 1984). The toxicity of a solvent
is related to the solvent’s log P. The log P is a value representing how well a solvent
will partition in an equimolar octanol/water mixture (Sardessai and Bhosle 2002). A The inherent toxicity of butanol becomes an issue in a fermentation setting as
butanol will kill cells (Sardessai and Bhosle 2002). Seen in Figure 2.1 below where
butanol is added after two days and a decreased optical density is measured, this
implies that the cell growth was stunted after the addition of butanol headgroups of a lipid bilayer causing a cell membrane to fluidize, killing the cell
(Bowles and Ellefson 1985; Vollherbst-Schneck et al., 1984). The toxicity of a solvent
is related to the solvent’s log P. The log P is a value representing how well a solvent
will partition in an equimolar octanol/water mixture (Sardessai and Bhosle 2002). A 5 log P lower than 4 means that the solvent will be highly toxic to cells; butanol shows
a log P around 0.8 (Sardessai and Bhosle 2002). Figure 2.1: [Left] Additional butanol in presence of fermentation inhibits cell growth. [Right] Butanol
production decreases when additional butanol is present in the system (Venkataramanan et al. 2014). Figure 2.1: [Left] Additional butanol in presence of fermentation inhibits cell growth. [Right] Butanol
production decreases when additional butanol is present in the system (Venkataramanan et al. 2014). The Clostridia species of bacteria has shown an increased ability to produce butanol. Clostridium acetobutylicum has been shown to produce butanol around 10 g/L
(Monot et al., 1982). Additionally, Clostridium pasteurianum can produce butanol
well and also shows superior resistance to butanol’s toxicity. Clostridium
pasteurianum has been shown to grow even when using crude glycerol, which is a
byproduct of conventional biodiesel production (Venkataramanan et al. 2012). The
glycerol pathway for butanol production is seen in Figure 2.2. 2.1 Butanol Toxicity and Cell Inhibition 6 Figure 2.2: Pathway of glycerol fermentation by Clostridium pasteurianum (Kubiak et al. 2012). Figure 2.2: Pathway of glycerol fermentation by Clostridium pasteurianum (Kubiak et al. 2012). 2.2 Vesicle Characterization Phospholipids were used in this study because they are normally present in a cell
membrane. This is important because butanol has shown that in the presence of cell
membranes, it gathers in the space between the lipid head groups along the
lipid/water interface (Bowles and Ellefson 1985; Vollherbst-Schneck et al., 1984). In
this study the phospholipids used were zwitterionic with varying degrees of
unsaturation and can be seen in Table 2.1 below. 7 7 Table 2.1: Lipids used in this study with molecular weight and structure. Soy lecithin is a mixture; the
structure shown is representative and the molecular weight is an average (Avanti Polar Lipids, Inc,
Alabaster, AL). Alabaster, AL). Alabaster, AL). Lipid Name
Structure
Molecular
Weight
[g/mol]
Dipalmitoylhosphatidylcholine
(DPPC)
734.05
Dioleoylphosphatidylcholine
(DOPC)
786.13
L-a-phosphatidylcholine (Soy
Lecithin)
775.04 )
Lipid Name
Structure
Molecular
Weight
[g/mol]
Dipalmitoylhosphatidylcholine
(DPPC)
734.05
Dioleoylphosphatidylcholine
(DOPC)
786.13
L-a-phosphatidylcholine (Soy
Lecithin)
775.04 Once amphiphilic, both hydrophobic and hydrophilic, lipids enter a water
environment the hydrophilic head groups point towards the aqueous environment
while the hydrophobic tails of the lipids interact with each other. This forms a lipid
bilayer with an aqueous core. The lipid bilayer is normally represented by two phases
and an intermediate phase. When below the melting temperature of the bilayer the
phase is a gel like system. This changes to a fluid phase when above the melting
temperature. The intermediate phase occurs when the bilayer approaches its melting
temperature. When butanol is in the presence of a lipid bilayer a fourth phase has
been shown to form known as the interdigitated phase which causes the lipid head 8 8 groups to space out and the tails to lie side by side instead of being end-to-end. Each
of these phases can be viewed in Figure 2.3. e phases can be viewed in Figure 2.3. Figure 2.3: The four phases that can be present in a vesicle. The interdigitated gel occurs once butanol is added to the system and returns to a fluid phase after the melting temperature (Tm) is reached
(Kurniawan et al. 2012). 2.3 Extractive Fermentation 2.3 Extractive Fermentation Extractive fermentation is the process of removing an end product from a
fermentation using a solvent to extract it. Removing a product then lowers the end
products potential inhibition on the bacteria’s growth (Dhamole et al. 2012). When a
product is removed, the fermentation should be pushed to produce more of the
missing product, in this case butanol. Extractive fermentation can take two different
forms: direct addition of a solvent to the fermentation (Dhamole et al. 2012) or
passing the fermentation broth through an extraction unit to bring the media in
contact with a solvent (Zhang et al. 2017; Roffler et al. 1988). Extractive
fermentation’s effectiveness at increasing butanol yields has been demonstrated a 9 number of times. A liquid-liquid extraction using oleyl alcohol running counter
currently across a plate column showed a 70% increase over a batch fermentation
(Roffler et al. 1988). Long chain alcohols also provided high butanol partitioning with
2-Ethyl-1,3-hexanediol reported as having a mass partition coefficient of 8.1 (Barton
and Daugulis 1992). While organic solvents have been shown to increase butanol
production, these solvents tend to also be toxic to the bacteria. Thus, extractants
with a biocompatibility towards butanol are becoming more relevant. number of times. A liquid-liquid extraction using oleyl alcohol running counter
currently across a plate column showed a 70% increase over a batch fermentation
(Roffler et al. 1988). Long chain alcohols also provided high butanol partitioning with
2-Ethyl-1,3-hexanediol reported as having a mass partition coefficient of 8.1 (Barton
and Daugulis 1992). While organic solvents have been shown to increase butanol
production, these solvents tend to also be toxic to the bacteria. Thus, extractants
with a biocompatibility towards butanol are becoming more relevant. 10
Zhang et al. uses mixtures of aliphatic fatty acids and oleyl alcohol to extract butanol
from a fermentation and shows an improvement of 11% over using oleyl alcohol
alone (Zhang et al. 2017; Dhamole et al. 2012). Surfactant micelles have been shown
to increase butanol productivity by over 200% with a mass partition coefficient of
3.5. Ionic liquid solvents have also shown to be effective solvents for butanol (Cascon
et al. 2011; Davis and Morton 2008). Tetrahexyammonium dihexylsulfosuccinate
([THA][DHSS]) showed a mass partition coefficient with a value of 7.99 presented
(Cascon et al. 2011). 1-Butyl-3-methylimidazolium bis(triflouromethylsulfonyl)imide
([bmim][Tf2N]) was shown to have a distribution coefficient of 14 (Davis and Morton
2008). 2.3 Extractive Fermentation Vesicles provide a highly biocompatible solvent with a high affinity towards
butanol. In addition to the toxicity inferred from the low log P of butanol, the log P
also highlights the ability for butanol to partition. It has already been stated that
butanol has a fluidizing effect on a cell membrane due to its partitioning between the
headgroups of the bilayer. Combining both of these concepts leads to the idea that 10 cell membranes could be used as a solvent to extract butanol. Some preliminary
studies that use model cell membranes to extract butanol have shown high partition
coefficients (Kurniawan et al. 2013; Kurniawan et al. 2012). The partition coefficient
is the ratio of the concentration of a solute between two solvents. As of this writing
vesicles have not been used to extract butanol from a fermentation. References Barton, E.W. and Daugulis, A.J. (1992): Evaluation of solvents for extractive butanol
fermentation with Clostridium acetobutylicum and the use of poly(propylene glycol)
1200. In Applied Microbiology Biotechnology 36 (5). DOI: 10.1007/BF00183241. Barton, E.W. and Daugulis, A.J. (1992): Evaluation of solvents for extractive butanol
fermentation with Clostridium acetobutylicum and the use of poly(propylene glycol)
1200. In Applied Microbiology Biotechnology 36 (5). DOI: 10.1007/BF00183241. Bharti, S.K. and Roy, R. (2012): Quantitative 1H NMR spectroscopy. In TrAC Trends in
Analytical Chemistry 35, pp. 5–26. DOI: 10.1016/j.trac.2012.02.007. Bharti, S.K. and Roy, R. (2012): Quantitative 1H NMR spectroscopy. In TrAC Trends in
Analytical Chemistry 35, pp. 5–26. DOI: 10.1016/j.trac.2012.02.007. Bowles L.K., and Ellefson W.L. (1985): Effects of butanol on Clostridium
acetobutylicum. In Applied and Environmental Microbiology 50 (Nov. 1985),
pp. 1165–1170. Bowles L.K., and Ellefson W.L. (1985): Effects of butanol on Clostridium
acetobutylicum. In Applied and Environmental Microbiology 50 (Nov. 1985),
pp. 1165–1170. Bowles L.K., and Ellefson W.L. (1985): Effects of butanol on Clostridium
acetobutylicum. In Applied and Environmental Microbiology 50 (Nov. 1985),
pp. 1165–1170. Cascon, H.R.; Choudhari, S.K.; Nisola, G.M.; Vivas, E.L.; Lee, D.; Chung, W. (2011):
Partitioning of butanol and other fermentation broth components in phosphonium
and ammonium-based ionic liquids and their toxicity to solventogenic clostridia. In
Separation and Purification Technology 78 (2), pp. 164–174. DOI:
10.1016/j.seppur.2011.01.041. Darbeau, R.W. (2006): Nuclear Magnetic Resonance (NMR) Spectroscopy. A Review
and a Look at Its Use as a Probative Tool in Deamination Chemistry. In Applied
Spectroscopy Reviews 41 (4), pp. 401–425. DOI: 10.1080/05704920600726175. Davis, S. E. and Morton, S. A. (2008): Investigation of Ionic Liquids for the Separation
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120. DOI: 10.1016/j.bej.2016.10.006. 12 BUTANOL PARTITIONING INTO A LIPID BILAYER AS EXAMINED BY NMR NHOC – Net heat of
combustion, AKI – Anti-knock index (Harvey and Meylemans 2011). BUTANOL PARTITIONING INTO A LIPID BILAYER AS EXAMINED BY NMR This chapter has been prepared in manuscript format with the intent to publish in the
area of colloidal science or bioenergy. The work done here represents a collaborative
effort with Dr. Scholz’s group at the University of Alabama Huntsville. 3.1 Introduction Growing energy demands world-wide require innovative options for sustainable
energy production. Alternative energies that are naturally derived are an important
and viable option to expand on current energy choices beyond fossil fuels
(Dresselhaus and Thomas 2001). Biofuels such as ethanol are commonly used as a
fuel additive (typically 10 to 15% by volume) to lower greenhouse gas emissions,
however, ethanol is corrosive to car engines and has a lower energy density than
gasoline (MacLean and Lave 2003; Surisetty et al. 2011). Due to the corrosive nature
of ethanol, car engines require modification in order to use gasoline with higher
ethanol content such as E85 or pure ethanol (Surisetty et al. 2011). Therefore,
alternatives to ethanol are sought that are compatible with conventional engines and
have higher energy densities similar to gasoline (Table 3.1). Butanol can be produced by fermentation as a biofuel and the properties of butanol
are similar to those of gasoline, allowing it to be used as a fuel without any further
modifications to most engines (Surisetty et al. 2011; Dürre 2007; Harvey and 13 Meylemans 2011). Butanol can also be produced from glycerol, which is the primary
by-product of biodiesel production – 10 kg of glycerol are produced for every 100 kg
of biodiesel (Yazdani and Gonzalez 2007). Unless further refined, this crude glycerol
by-product has limited uses and is often discarded as a waste product. Hence, Meylemans 2011). Butanol can also be produced from glycerol, which is the primary
by-product of biodiesel production – 10 kg of glycerol are produced for every 100 kg
of biodiesel (Yazdani and Gonzalez 2007). Unless further refined, this crude glycerol
by-product has limited uses and is often discarded as a waste product. Hence,
producing butanol from glycerol achieves two goals of biorefining; creating a value-
added alternative fuel from a bio-derived feedstock that is a by-product of biodiesel
production. producing butanol from glycerol achieves two goals of biorefining; creating a value-
added alternative fuel from a bio-derived feedstock that is a by-product of biodiesel
production. Table 3.1: Table of NHOC, AKI fuel properties of ethanol, butanol, gasoline. Table 3.1: Table of NHOC, AKI fuel properties of ethanol, butanol, gasoline. NHOC – Net heat of
combustion, AKI – Anti-knock index (Harvey and Meylemans 2011). Fuel
NHOC
Density (g/mL)
AKI
Gasoline
32.3
0.74
87
Ethanol
21.1
0.79
113
n-Butanol
26.8
0.81
87 Fuel
NHOC
Density (g/mL)
AKI
Gasoline
32.3
0.74
87
Ethanol
21.1
0.79
113
n-Butanol
26.8
0.81
87 One promising method to produce butanol is by fermentation using the Clostridia
strain of bacteria (Nanda et al. 2017; Jones and Woods 1986; Monot et al., 1982). Fermentation by Clostridia species produces butanol, acetic acid, butyric acid,
acetone and ethanol (Nanda et al. 2017). Various Clostridia strains have shown
promising results for butanol production with yields of 10 g/L (C. beijerinckii )(Zhang One promising method to produce butanol is by fermentation using the Clostridia
strain of bacteria (Nanda et al. 2017; Jones and Woods 1986; Monot et al., 1982). Fermentation by Clostridia species produces butanol, acetic acid, butyric acid,
acetone and ethanol (Nanda et al. 2017). Various Clostridia strains have shown
promising results for butanol production with yields of 10 g/L (C. beijerinckii )(Zhang One promising method to produce butanol is by fermentation using the Clostridia
strain of bacteria (Nanda et al. 2017; Jones and Woods 1986; Monot et al., 1982). 14 et al. 2017), 9 g/L (C. pasteurianum) (Jensen et al. 2012) and 17 g/L after being
metabolically engineered (C. acetobutylicum) (Lee et al. 2008). Furthermore, crude
glycerol, despite containing impurities such as salts, methanol, and free fatty acids
from biodesiel production, has been shown to be a capable feedstock for the
fermentation of C. pasteurianum to produce butanol (Venkataramanan et al. 2012). Efforts are currently underway to increase butanol production by Clostridia via
metabolic engineering, fermentation optimization, and/or extractive fermentation. A limitation to any fermentation process is product inhibition of cellular activity as
high product concentrations are toxic to bacteria. Butanol toxicity is responsible for
the low butanol concentrations achieved by fermentation. Butanol is a small
amphiphilic molecule that partitions into the lipid bilayer of bacterial membrane
leading to cell growth inhibition due to membrane fluidization (Sardessai and Bhosle
2002; Bowles and Ellefson 1985; Kurniawan et al. 2012; Vollherbst-Schneck et al.,
1984). Membrane fluidization reduces lipid ordering within the membranes, which in
turn can make the membrane more permeable and reduce the function of
membrane-bound proteins. In order to minimize butanol toxicity during fermentation, butanol can be removed
as it is being produced via extractive fermentation. Table 3.1: Table of NHOC, AKI fuel properties of ethanol, butanol, gasoline. NHOC – Net heat of
combustion, AKI – Anti-knock index (Harvey and Meylemans 2011). In addition to reducing membrane
fluidization, removing butanol from the fermentation broth drives the metabolic
reaction to produce more butanol. Several solvents have been shown to be effective 15 at removing butanol from cell cultures by extractive fermentation. For example, oleyl
alcohol is a commonly used solvent that has been shown to increase butanol
productivity by 20% with C. beijerinckii (Zhang et al. 2017) and by 24% with C. acetobutylicum (Roffler et al. 1988). However, organic solvents themselves can be
toxic to cells and limit butanol production (Lemos et al. 2017). A variety of non-
organic solvents have been studied with the intent of finding a solvent capable of
extracting butanol without inhibiting cellular activity. at removing butanol from cell cultures by extractive fermentation. For example, oleyl
alcohol is a commonly used solvent that has been shown to increase butanol
productivity by 20% with C. beijerinckii (Zhang et al. 2017) and by 24% with C. acetobutylicum (Roffler et al. 1988). However, organic solvents themselves can be
toxic to cells and limit butanol production (Lemos et al. 2017). A variety of non-
organic solvents have been studied with the intent of finding a solvent capable of
extracting butanol without inhibiting cellular activity. One novel approach to extractive fermentation is to use molecular self-assemblies in
aqueous phases, such as surfactant micelles, which exhibit a high affinity for butanol
partitioning. For example, a 225% increase in butanol and acetone production was
observed when non-ionic Pluronic surfactant L62 was added as micelles directly to a
fermentation (Dhamole et al. 2012). Dhamole et al. investigated a wide range of
surfactants in addition to L62 and found that the micelles assisted in the ‘capture’ of
butanol (Dhamole et al. 2015), presumably into the amphiphilic and/or hydrophobic
regions of the self-assembly. This capability has also been reported for lipid bilayer
vesicles, which would provide a sustainable alternative to synthetic surfactants given
that lipids can be isolated from natural or biological resources. Though scarcely
investigated, lipid bilayer-based solvents show promise as they provide high butanol
partition coefficients (KP) and are biocompatible (Kurniawan et al. 2012; Kurniawan
et al. 2013). 16 This study examines the solvent characteristics of lipid bilayer vesicles; specifically,
vesicle structure (swelling) and partitioning as a function of butanol concentration
and lipid composition (ratio of 1,2-dipalmitoyl-sn-glycero-3-phosphocholine (DPPC)
to 1,2-dioleoyl-sn-glycero-3-phosphocholine (DOPC)). Table 3.1: Table of NHOC, AKI fuel properties of ethanol, butanol, gasoline. NHOC – Net heat of
combustion, AKI – Anti-knock index (Harvey and Meylemans 2011). DPPC and DOPC were chosen
because they have been previously investigated by our group and they offer different
chemical structures, which have been shown to influence butanol partitioning
(Kurniawan et al. 2012). DPPC and DOPC are similar molecules with a phosphocholine
headgroup, but DPPC has saturated C16 tails and DOPC contains a double bond on
each of its C18 tails (Table 3.2). 17 17 17 able 3.2: DPPC and DOPC were the lipids used in this study with molecular weight and structure shown. Lipid Name
Structure
M.W. (g/Mol)
1,2-dipalmitoyl-sn-
glycero-3-
phosphocholine
(DPPC)
734.05
1,2-dioleoyl-sn-
glycero-3-
phosphocholine
(DOPC)
786.13 shown. When DOPC forms a vesicle, the presence of the double bond creates more space
between the lipid head groups than DPPC, which has been shown to increase butanol
partitioning (Kurniawan et al. 2012; Kurniawan et al. 2013). Mixtures of DOPC and
DPPC have been shown to have high butanol partition coefficients due to the
inclusion of DOPC, which forms fluid phases in the bilayer along with the gel-like
DPPC phases (Kurniawan et al. 2012). As butanol is extracted by a vesicle, the bilayers
expand and the vesicle size becomes larger (Tierney et al. 2005; Löbbeckeand Cevc
1995). The degree of expansion and its relation to butanol partitioning, which are
critical to evaluating the solvent capacity of lipid vesicles, have not been examined. In 18 this work, vesicle size was examined by dynamic light scattering (DLS) and an in situ
quantitative nuclear magnetic resonance (qNMR) approach was developed to
determine the amount of butanol in the lipid phase. By using this approach, the
butanol partition coefficients could be found without requiring the separation of the
lipids as high performance liquid chromatography (HPLC) would require (Zhang et al. 2004; Kitamura 1999). 3.2 Methods/Materials 1,2-Dipalmitoyl-sn-glycero-3-phosphocholine (DPPC, >99% purity) and 1,2-dioleoyl-
sn-glycero-3-phosphocholine (DOPC, >99% purity) were purchased from Avanti Polar
Lipids (Alabaster, AL) dissolved in chloroform and were used without further
purification Deuterium oxide (99 9 atom % D) was purchased from Sigma-Aldrich 1,2-Dipalmitoyl-sn-glycero-3-phosphocholine (DPPC, >99% purity) and 1,2-dioleoyl-
sn-glycero-3-phosphocholine (DOPC, >99% purity) were purchased from Avanti Polar
Lipids (Alabaster, AL) dissolved in chloroform and were used without further
purification. Deuterium oxide (99.9 atom % D) was purchased from Sigma-Aldrich. Deionized (DI) ultrafiltered water was obtained from a Millipore Direct Q-3 purifier. Butanol, ethanol, 1,3 propanediol, butyric acid and acetic acid were purchased from
Sigma Aldrich. 3.2.1 Vesicle Preparation 3.2.1 Vesicle Preparation Vesicles were prepared using the Bangham method (Bangham et al. 1965). In short,
lipids previously dissolved in chloroform were placed under a flow of nitrogen gas
until the chloroform evaporated and a thin-film of lipids remained. The lipids were
dried further by placing them in a vacuum chamber for 30 min. DI water or
deuterium oxide was added before the lipid/water solution was placed in a heat bath deuterium oxide was added before the lipid/water solution was placed in a heat bath 19 to form vesicles. This allowed for nuclear magnetic resonance experiments. Following
this, they were sonicated for 10 min at 42 OC. to form vesicles. This allowed for nuclear magnetic resonance experiments. Following
this, they were sonicated for 10 min at 42 OC. 3.2.2 Nuclear Magnetic Resonance (NMR) NMR was used to determine the lipid/water butanol partitioning coefficient. During
all quantitative NMR (qNMR) experiments the protocol described in Pauli et al. 2007
was followed using a 400 MHz NMR (Bruker Biospin AG, Magnet System 400’54
Ascend). NMR experiments were carried out with a non-spinning sample and 13C
decoupling to prevent side satellites from forming in the spectra, which can interfere
with primary peaks when analyzing spectra. Sixteen scans and two mock scans were
used to capture the NMR spectra. The MestReNova software was used to analyze
data collected via NMR. After ensuring the spectrum baseline was properly phased,
the integral of each peak associated with an analyte of interest was taken. To ensure
consistency when measuring, the integral lengths and starting points were recorded
and duplicated for each sample. A calibration curve was constructed relating the concentration of butanol to the area
under the peaks of butanol. A concentration range of 0.9 to 15 g/L of butanol was
prepared for NMR analysis. Each sample prepared was 500 µL in volume. A spectrum
was obtained for each sample and analysis was done by integrating each butanol
signal with reference to the water peak. The area under the peaks were recorded for
each of the concentrations via integration in the MestReNova program. A plot of 20 concentration versus area under the peak allowed for a relationship to be found
between the NMR data and quantitative results. A quadratic polynomial fit was used
to match this data and fit through concentration = 0 with an R2 of 0.996. concentration versus area under the peak allowed for a relationship to be found
between the NMR data and quantitative results. A quadratic polynomial fit was used
to match this data and fit through concentration = 0 with an R2 of 0.996. Partition coefficients were found using an in-situ method where butanol and vesicles
were present during testing. When butanol molecules are captured by a vesicle, the
NMR signal associated with the captured butanol is hidden. On this basis, the number
of moles of butanol in the water phase (nb,w) were measured. 3.2.2 Nuclear Magnetic Resonance (NMR) The partition
coefficient of butanol in lipid was measured for each lipid composition and calculated
using equation (1): 𝐾𝑝=
𝑛𝑏,𝐿
𝑛𝑏,𝐿+𝑛𝐿
𝑛𝑏,𝑤
𝑛𝑏,𝑤+𝑛𝑤
⁄
(1) (1) Where KP is the mole fraction lipid-water partition coefficient of butanol in lipid, nb,L
is the moles of butanol in the lipid phase, nL is the total moles of lipid, nb,w is the
moles of butanol in the water phase, and nw is the total moles of water (Kurniawan et
al. 2012). The number of moles of butanol in the lipid phase (nb,L) was calculated as
nb,L = nb - nb,w. Partition coefficients were measured at lipid concentrations ranging
from 0.4 g/L to 4 g/L (2.5 – 5 mM) and a butanol concentration of 5 g/L was used
following preliminary fermentation results in our group. It should be noted that 5 g/L
butanol is well below the water solubility limit (73 g/L at 25 oC), therefore, the
experiment results were not influenced by butanol phase separation. Each NMR
sample was 500 µL in volume and control experiments were conducted with only 21 butanol and D2O present, and then additional samples that contained a mixture of
butanol, lipid and D2O. One butanol solution was prepared and used for the control
and lipid samples. The original butanol concentration was measured in the
butanol/D2O sample and then used to find the moles of butanol in the lipid phase
(nb,L). 3.2.3 Dynamic Light Scattering As butanol molecules partition into a lipid bilayer the space between the head groups
expands to accommodate the butanol (Tierney et al. 2005; Löbbecke and Cevc 1995). Bilayer expansion can be examined by measuring the hydrodynamic diameter of the
vesicles via light scattering while adding butanol. A Malvern Zetasiver Nano ZA was
used for DLS experiments. First, the swelling effect of butanol alone was studied. Different liposome solutions
(10mM DPPC, 10mM DOPC, 10mM 50/50 DOPC/DPPC) were prepared and modified
by vesicle extrusion using a polycarbonate track-etched 100 nm membrane First, the swelling effect of butanol alone was studied. Different liposome solutions
(10mM DPPC, 10mM DOPC, 10mM 50/50 DOPC/DPPC) were prepared and modified
by vesicle extrusion using a polycarbonate track-etched 100 nm membrane
(Whatman). An initial DLS test was completed to identify the size of the liposomes
with no butanol present. Butanol was then added in small amounts to the vesicles
and the hydrodynamic diameter of the liposomes was measured after each butanol
addition until a butanol concentration of 20 g/L was reached. This was chosen to
match and exceed the higher butanol yields that have been reported (Roffler et al. 1988). Ethanol, 1,3 propanediol and acetic acid were also studied following the same 1988). Ethanol, 1,3 propanediol and acetic acid were also studied following the same 1988). Ethanol, 1,3 propanediol and acetic acid were also studied following the same 22 procedure. In these studies, only DPPC was examined because DPPC showed the
largest change in size during previous experiments. procedure. In these studies, only DPPC was examined because DPPC showed the
largest change in size during previous experiments. 3.3 Results and Discussion 3.3.1 Partition coefficient with increasing lipid concentrations 3.3.1 Partition coefficient with increasing lipid concentrations
Figure 3.1 shows two NMR spectra of butanol overlaid on each other; a spectrum of
butanol without vesicles (red) and a spectrum of butanol in the presence of vesicles
(green). When vesicles are present, the NMR shows butanol peaks at lower intensity
compared to when vesicles are not present. Comparing the spectra provides direct
evidence that the butanol extracted into the vesicles is shielded from NMR and that
in situ measurements can be used to determine partitioning. This was further
validated by centrifuging a butanol+vesicle sample, removing the vesicles with
captured butanol, and analyzing the residual butanol in the supernatant by qNMR. These results were comparable to direct calculations in situ (results not shown). 23 23 Figure 3.1: NMR spectra of butanol without vesicles present (red) and in the presence of vesicles
(green). The y-axis shows a relative intensity and the x-axis shows chemical peak shift. This difference is
measurable and can then be used to find butanol/lipid partition coefficients. Figure 3.1: NMR spectra of butanol without vesicles present (red) and in the presence of vesicles (green). The y-axis shows a relative intensity and the x-axis shows chemical peak shift. This difference is
measurable and can then be used to find butanol/lipid partition coefficients. Butanol partition coefficients were determined using qNMR at a butanol
concentration of 5 g/L and three different lipid compositions: DPPC, DOPC and an
equimolar mixture. For all lipid compositions KP increased with lipid concentration. The equimolar mixture showed the highest butanol partition coefficient, consistent
with previous work using Langmuir monolayers (Kurniawan et al. 2013),while DOPC
had the second highest and DPPC showed the lowest (Figure 3.2 A-C). The number of
butanol molecules per each lipid composition was calculated based on the KP results 24 (Figure 3.2 D). The results showed that the equimolar composition provided the
highest butanol to lipid ratio with a value of 7.1 moles butanol per mole of lipid while
DPPC had the lowest with 4.5 moles of butanol per mole of lipid. Fi
3 2 P
titi
ffi i
t
f b t
l i DPPC (A) DOPC (B)
d 50 50 DPPC DOPC (C) All Figure 3.2: Partition coefficients of butanol in DPPC (A), DOPC (B) and 50:50 DPPC:DOPC (C). All partition coefficient experiments were conducted at 25 oC and at a butanol concentration of 5 g/L. 3.3 Results and Discussion A
“*” represents p < 0.05, while “n.s.” represents p > 0.05. This basis is used throughout the results
presented. (D) The number of butanol molecules per lipid molecule based on KP results at a butanol
concentration of 5 g/L and lipid concentrations of 4 g/L. The partition coefficients measured here follow a similar trend to those found
previously, where DPPC showed the lowest partition coefficient and a mixture of 25 DPPC:DOPC showed a higher KP value (Kurniawan et al. 2012). To our knowledge,
butanol partition coefficients for DOPC alone have not yet been shown but the trend
presented in Kurniawan et al. 2012 showed that with increasing DOPC present, the
partition coefficient rose. We found while that DOPC alone provided an increased KP
compared to DPPC, the equimolar mixture still resulted in the highest KP. This
suggests that the multiphase bilayer (gel and fluid) would be a more suitable solvent
for butanol extraction. Butanol partition coefficients have been reported for other
solvents. In most instances the partition coefficient reported is a mass-based
partition coefficient and in order to effectively compare these to our own partition
coefficients we needed to convert our mole fraction partition coefficients (Table 3.3). These converted values can be seen in the table below. DPPC:DOPC showed a higher KP value (Kurniawan et al. 2012). To our knowledge,
butanol partition coefficients for DOPC alone have not yet been shown but the trend
presented in Kurniawan et al. 2012 showed that with increasing DOPC present, the
partition coefficient rose. We found while that DOPC alone provided an increased KP
compared to DPPC, the equimolar mixture still resulted in the highest KP. This
suggests that the multiphase bilayer (gel and fluid) would be a more suitable solvent
for butanol extraction. Butanol partition coefficients have been reported for other
solvents. In most instances the partition coefficient reported is a mass-based
partition coefficient and in order to effectively compare these to our own partition
coefficients we needed to convert our mole fraction partition coefficients (Table 3.3). These converted values can be seen in the table below. Table 3.3: Butanol/Lipid mass and mole fraction partition coefficients at a lipid concentration of 4 g/L
and a butanol concentration of 5 g/L. Our results show that the equimolar mixture of DPPC and DOPC
provide the highest butanol partition coefficient. 3.3 Results and Discussion Butanol Partition coefficient
Lipid
Mass basis
Mole fraction basis
DPPC
22 ± 5
900 ± 190
DPPC:DOPC
(50:50)
33 ± 10
1370 ± 365
DOPC
28 ± 8
1220 ± 480 Butanol Partition coefficient
Lipid
Mass basis
Mole fraction basis
DPPC
22 ± 5
900 ± 190
DPPC:DOPC
(50:50)
33 ± 10
1370 ± 365
DOPC
28 ± 8
1220 ± 480 26 26 The surfactant L62 used by Dhamole et al. yielded a mass partition coefficient of 3.5
and showed an increase in butanol productivity of over 200%. For organic solvents, a
number of long chain alcohols were examined with the highest partition coefficient
amongst them obtained with 2-ethyl-1,3-hexanediol with a mass partition coefficient
of 8.1 reported (Barton, Daugulis 1992). Ionic liquid solvents have also shown to be
effective solvents for butanol (Cascon et al. 2011; Davis and Morton 2008). Tetrahexyammonium dihexylsulfosuccinate ([THA][DHSS]) yielded a mass partition
coefficient of 7.99 (Cascon et al. 2011) and 1-butyl-3-methylimidazolium
bis(triflouromethylsulfonyl)imide ([bmim][Tf2N]) a mass partition coefficient of 14
(Davis, Morton 2008). Each lipid composition provided a higher mass partition
coefficient than partition coefficients examined. While the trend reported here for butanol partitioning and lipid composition is a
similar trend to previous results reported by our group, the values we found using
NMR showed higher butanol lipid partition coefficients and higher butanol-lipid
molecular ratios. One significant difference between this study and our previous
work was this study analyzed each sample using NMR which allows for in situ
measurements. While HPLC was used previously which requires the sample to be
separated before being analyzed. This separation could be the cause for such a
distinct difference between both the partition coefficients and the butanol/lipid
ratios. 27 3.3.2 Liposome Swelling
DPPC, DOPC and an equimolar mixture of DPPC and DOPC had an increase in size as
butanol was added as seen in Figure 3.3A. A linear fit was applied to each data series
plotted through change in size = 0. The slope of this line with units of (diameter)/
(g/L butanol) allowed for a quantitative comparison between lipid compositions
(tabulated in Figure 3.3). DPPC showed the largest change in size per butanol added
with a slope of 1.4. DOPC and an equimolar mixture of DPPC and DOPC showed
smaller slopes of 0.8 and 1.1, respectively. 3.3 Results and Discussion The polydispersity index of the samples,
which is a measure of size homogeneity and used to identify aggregation or sample
destabilization, was less than 0.3 for these experiments. This indicates that the
changes in size were not due to vesicle aggregation or butanol phase separation (into
lipid-stabilized butanol droplets in water – i.e. an emulsion). Acetic acid, 1,3 propanediol and ethanol were tested in the same way as butanol and
the changes in vesicle size can be seen in Figure 3.3B. Acetic acid, ethanol and 1,3
propanediol showed a change in vesicle size (slope) of 0.3, 0.2 and 0.5, respectively. The vesicles used were 10 mM DPPC and, when compared with the butanol results,
the changes in size for acetic acid, 1,3 propanediol, and ethanol were two to five
times lower than when butanol was present. 28 Change in vesicle size ((diameter)/ (g/L butanol)
Lipid
Butanol
Acetic acid
1,3 Propanediol
Ethanol
DPPC
1.42
0.33
0.58
0.25
DPPC/DOPC (50:50)
1.06
DOPC
0.81
Figure 3.3: Change in vesicle size with (A) increasing butanol concentration and (B) increasing acetic
cid, 1,3 propanediol and ethanol concentration (DPPC only). A table containing the slopes of linear fits
through the intercept. Change in vesicle size ((diameter)/ (g/L butanol)
Lipid
Butanol
Acetic acid
1,3 Propanediol
Ethanol
DPPC
1.42
0.33
0.58
0.25
DPPC/DOPC (50:50)
1.06
DOPC
0.81 Figure 3.3: Change in vesicle size with (A) increasing butanol concentration and (B) increasing acetic
acid, 1,3 propanediol and ethanol concentration (DPPC only). A table containing the slopes of linear fits
through the intercept. Figure 3.3: Change in vesicle size with (A) increasing butanol concentration and (B) increasing acetic
acid, 1,3 propanediol and ethanol concentration (DPPC only). A table containing the slopes of linear fits
through the intercept. ure 3.3: Change in vesicle size with (A) increasing butanol concentration and (B) increasing acetic 29 To our knowledge, the use of vesicles for in situ extractive butanol fermentation and
the effect of butanol and lipid composition on vesicle solvent characteristics have not
been previously studied. Comparing butanol partitioning and swelling results
provides insight into the interdependence of these phenomena. qNMR was
conducted at lipid:butanol mass ratios > 0.73 (Figure 3.2), which corresponds to
swelling conditions > 10 g/L butanol where the lipid concentration was 10 mM or
7.34 g/L (Figure 3.3A). This provides direct evidence that butanol partitioning led to
swelling. 3.3 Results and Discussion As butanol swells the vesicles, more space is created in the vesicles to
accommodate more butanol. This was observed for qNMR measurements at low lipid
concentrations (0.4 g/L) where the molar ratio of captured butanol to lipid was
extremely high with ratios of 14, 24 and 24 for DPPC, DOPC and the equimolar
mixture respectively. While butanol has not been studied extensively, ethanol is known to increase vesicle
size at higher concentrations due to bilayer expansion and lipid interdigitation
(Löbbecke, L. and Cevc, G. 1995). Butanol also leads to bilayer expansion and our
previous results showed that DPPC and DPPC:DOPC vesicles entered an interdigitated
phase at butanol concentrations above 10 g/L (Kurniawan et al. 2012). According to
this work, vesicle size increased linearly before and after butanol caused lipid
interdigitation. This indicates that size of the vesicle does not reflect the effects of
interdigitation, which is known to expand lipid bilayers (Löbbecke and Cevc 1995), at
the conditions examined. 30 With respect to lipid composition, all vesicles swelled in the presence of butanol, but
swelling was not correlated to the butanol partition coefficient, meaning a greater
increase in size does not reflect a higher partition coefficient. This can be seen for
DPPC, which showed the greatest change in size and the lowest partition coefficient. In turn, DOPC showed the smallest change in size with a high partition coefficient. This observation is consistent with the concept of free-space provided by
unsaturated lipids with double bonds (DOPC). The free-space allows the bilayers to
accommodate butanol with less expansion compared to saturated lipids (DPPC),
which are tightly packed and must “unpack” to accommodate butanol. With respect to lipid composition, all vesicles swelled in the presence of butanol, but
swelling was not correlated to the butanol partition coefficient, meaning a greater
increase in size does not reflect a higher partition coefficient. This can be seen for
DPPC, which showed the greatest change in size and the lowest partition coefficient. In turn, DOPC showed the smallest change in size with a high partition coefficient. This observation is consistent with the concept of free-space provided by
unsaturated lipids with double bonds (DOPC). The free-space allows the bilayers to
accommodate butanol with less expansion compared to saturated lipids (DPPC),
which are tightly packed and must “unpack” to accommodate butanol. 3.4 Conclusions The vesicle swelling tests revealed two specific traits about the effect of butanol on
lipid vesicle solvents. The first is that butanol creates a larger swelling effect on
vesicles when compared to other fermentation products. This can be attributed to
the vesicles ability to preferentially extract butanol over other products. This is due
to the greater hydrophobicity of butanol compared to acetic acid, 1,3-propanediol,
and ethanol. Secondly, the butanol partition coefficient of vesicles does not correlate
with the change in vesicle size with added butanol. After examining the partition coefficient results it is clear that the equimolar mixture
of DOPC and DPPC is the most effective at extracting butanol. Not only did this
composition provide the highest partition coefficient, but it also showed the highest 31 butanol-to-lipid ratio of the three compositions. Our group has previously shown that
two phase bilayers create favorable partitioning conditions for butanol and these
results support that idea as well. NMR was also shown as a method for measuring
butanol/lipid partition coefficients. Initial results show that this method results in
higher partition coefficients being found, possibly due the experiments being
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LIPID VESICLE-BASED IN-SITU EXTRACTION FERMENTATION OF BIOBUTANOL PRODUCED BY
CLOSTRIDIUM PASTEURIANUM This chapter is written in manuscript format with the intent to submit once additional
results are obtained. The work presented here represents a collaborative effort with
Dr. Carmen Scholz’s group at the University of Alabama in Huntsville. 4.1 Introduction 4.1 Introduction Butanol is becoming a highly sought after fuel source as it has similar fuel properties
to that of gasoline and could even be used in a mixture of diesel (Atabani et al. 2012;
Surisetty et al. 2011). While current butanol synthesis is usually undertaken by the
conversion of fossil fuels (Surisetty et al. 2011), butanol can also be produced via
fermentation. Fermentation can offer a biofriendly, renewable process that could
potentially replace fossil fuels as the industrial source of butanol (Nanda et al. 2017). Even crude glycerol, an unrefined by-product of biodiesel, can be effectively utilized
for butanol production (Venkataramanan et al. 2012). Batch fermentations using Clostridia strain of bacteria have shown promising results
of butanol yields (Kubiak et al. 2012; Lee et al. 2008; Groot et al. 1989), however, in
order for fermentation to become a viable butanol production option, a more 36 industrial approach is needed. Continuous fermentation eliminates several negatives
that batch production would have in an industrial setting, such as long down-times
required for cleaning and sterilizing the equipment in between batches (Lee et al. 2008). Continuous cultures of Clostridium acetobutylicum and C. beijerinckii achieved
butanol yields of 0.42 g/g (Huang et al. 2004) and 0.38 g/g (Qureshi and Blaschek
2000). Groot, et al. compared batch and continuous fermentations with a product
recovery process integrated and found the yields of both to be comparable to each
other (Groot et al. 1989). industrial approach is needed. Continuous fermentation eliminates several negatives
that batch production would have in an industrial setting, such as long down-times
required for cleaning and sterilizing the equipment in between batches (Lee et al. 2008). Continuous cultures of Clostridium acetobutylicum and C. beijerinckii achieved 2008). Continuous cultures of Clostridium acetobutylicum and C. beijerinckii achieved
butanol yields of 0.42 g/g (Huang et al. 2004) and 0.38 g/g (Qureshi and Blaschek
2000). Groot, et al. compared batch and continuous fermentations with a product
recovery process integrated and found the yields of both to be comparable to each
other (Groot et al. 1989). Product removal is an important process that increases butanol production. Extractive fermentation removes product as it is formed to both limit the toxic
effects of butanol (Sardessai and Bhosle 2002) and drive the fermentation to produce
more butanol. Recent work showed butanol yields of 0.36 g/g using a mixture of oleyl
alcohol and dodecanoic acid as a solvent (Zhang et al. 2017). 4.1 Introduction Another study combined continuous fermentation using metabolically engineered C. acetobutylicum
with ex situ recovery and found butanol yields of 0.18 g/g and 0.3 g/g (Lee et al. 2016). While organic solvents have been shown to be effective, biocompatible self-
assembly solvents have recently been shown to be effective solvents (Dhamole et al. 2012; Vian et al. 2017). 37 This work showcases the potential of the C. pasteurianum strain of bacteria for
butanol production. Additionally, a continuous fermentation process was used with
ex situ recovery and to our knowledge this is the first time C. pasteurianum has been
used in a continuous fermentation. Finally, a novel lipid bilayer self-assembled
solvent was used due to the high affinity that lipid bilayers show towards butanol
extraction (Kurniawan et al. 2012; Kurniawan et al. 2013). 4.2 Materials and Methods L-α-phosphatidylcholine (95%) (Soy-Lecithin) was purchased from Avanti Polar Lipids
(Alabaster, AL) in granule form and was used without further purification. Deuterium
oxide (99.9 atom % D) and maleic acid (traceCERT, qNMR standard) were purchased
from Sigma-Aldrich. Clostridia pasteurianum ATCC 6013 strain was used for these
experiments. Deionized (DI) ultrafiltered water was obtained from a Millipore Direct
Q-3 purifier. A 400 MHz NMR (Bruker Biospin AG, Magnet System 400’54 Ascend)
was used for the NMR analysis. 4.2.1 Vesicle Preparation Soy-Lecithin was added to preheated DI water at a temperature over 40oC. The lipids
were heated and stirred until dissolved. Then the vesicle solution was autoclaved at a
temperature of 120 oC before being placed in the glove box. The experiments here
used 2 g/L of lipid. 38 4.2.2 Fermentation Media The media used for this fermentation was a glycerol-based media. The compositions
used for each volume can be seen in Table 4.1. The CaCO3 solution was added
immediately before inoculation of the bacteria after everything was mixed and
autoclaved. Table 4.1: Compositions of the glycerol media used during the fermentation. Table 4.1: Compositions of the glycerol media used during the fermentation. Volume
500 ml
1000 ml
K2HPO4
1.87 g
3.74 g
KH2PO4
0.715 g
1.43 g
(NH4)2SO4
1.1 g
2.2 g
Yeast extract
0.55 g
1.1 g
MgSO4/FeSO4
solution
5 ml
10 ml
Trace metal
solution
1 ml
2 ml
Glycerol
12.5 g
25 g
CaCO3 solution
2.5 ml
5.0 ml CaCO3 solution is prepared by slowly adding 22g of CaCO3 to 36.3 ml of HCl, then slowly adding HCl until the solution turns clear. Trace metal solution SL7 is composed
of 10mL of 25% HCl solution per liter, 1.5 g/L FeCl2·4H2O, 190 mg/L CoCl2·6H2O, 100
mg/L MnCl2·4H2O, 70 mg/L ZnCl2, 62 mg/L H3BO3, 36 mg/L Na2MoO4·2H2O, 24
mg/L NiCl2·6H2O, 17 mg/L CuCl2·2H2O. 4.2.3 Bioreactor Schematic and Operation 4.2.3 Bioreactor Schematic and Operation A schematic of the bioreactor system is shown in Figure 4.1. Prior to butanol
extraction with vesicles, bacteria were first grown in batch culture until an optical 39 density (O.D.) of 0.7 and a pH of 5 was obtained, signifying that the conditions were
appropriate for butanol production. A dilution rate (DR) was chosen, more on that
below, and the continuous fermentation was then started. Fresh media was pumped
into the bioreactor while simultaneously removing media from the bioreactor to
prevent accumulation. The fermentation continued in this way until 98% turnover of
the bioreactor volume had been achieved which was considered reaching steady
state. However, to ensure we did reach steady state an additional hour was spent
and the O.D., pH and composition were checked at the start and end of that hour and
compared to each other. Following this the extraction process was started. A hollow
fiber membrane (SpectrumLabs, 300kD, 20 cm EL, modified polyether sulfone or
mPES) was used to contact the vesicle solvent with the fermentation broth. Analysis
was completed on samples taken from the bioreactor (B) and vesicle solvent
container (D). density (O.D.) of 0.7 and a pH of 5 was obtained, signifying that the conditions were
appropriate for butanol production. A dilution rate (DR) was chosen, more on that
below, and the continuous fermentation was then started. Fresh media was pumped
into the bioreactor while simultaneously removing media from the bioreactor to
prevent accumulation. The fermentation continued in this way until 98% turnover of
the bioreactor volume had been achieved which was considered reaching steady
state. Table 4.1: Compositions of the glycerol media used during the fermentation. However, to ensure we did reach steady state an additional hour was spent
and the O.D., pH and composition were checked at the start and end of that hour and
compared to each other. Following this the extraction process was started. A hollow
fiber membrane (SpectrumLabs, 300kD, 20 cm EL, modified polyether sulfone or
mPES) was used to contact the vesicle solvent with the fermentation broth. Analysis
was completed on samples taken from the bioreactor (B) and vesicle solvent
container (D). 40 Figure 4 1 Schematic of the continuous fermentation with vesicle extraction process P1 P4 are the Figure 4.1: Schematic of the continuous fermentation with vesicle extraction process. P1-P4 are the
pumps. (A) Fresh media inlet being fed into (B) the bioreactor with the C. Pasteurianum fermentation. (C) was the waste collection. (D) housed the vesicle solution being sent through (E) the hollow fiber
membrane used to extract butanol. 𝐷𝐹= 𝑄𝑀
𝑉𝑅 ( 4.1 ) ( 4.1 ) ( 4 Dilution rate was found by dividing the flow rate of the media in to the reactor (𝑄𝑀)
by the initial volume of the reactor (𝑉𝑅). Two dilution rates were used in these
experiments, 0.18 hr-1 and 0.09 hr-1. The flow rates remained consistent throughout
the experiments. The reactor’s initial volume was changed in order to change the
dilution rate. 41 4.2.4 Quantitative NMR qNMR was performed to analyze butanol concentration and determine extraction
performance. Maleic acid (Sigma, standard for quantitative NMR, TraceCERT) was
used as an internal calibrant as its NMR shift is unique compared to butanol. Samples
were prepared with a 90/10 split of H2O/D2O in pre-weighed NMR tubes. The volume
of each sample was the same with 450 µL of a sample and 50 µL of internal calibrant
solution. The NMR spectrum was collected for each sample using the same acquisition parameters as previously used in chapter 3, with the exception of the
delay time. The delay time was extended from 20 s to 30 s to accommodate the
longer relaxation time of maleic acid. The following equation was used to analyze this
data and convert the intensity of a butanol peak to purity or mass fraction of butanol. Figure 4.2 shows an NMR spectrum of a sample from the vesicle solution after
extraction. The maleic acid peak located at 6.25 ppm is compared to the available
butanol peaks using Equation 4.2 (Malz and Jancke 2005). Table 4.1: Compositions of the glycerol media used during the fermentation. 42 Figure 4.2: NMR spectrum of a sample from the continuous fermentation. The maleic acid peak (6.25
ppm) is compared to the visible butanol peaks (1.4, 1.25, 0.8 ppm) in order to find how much butanol is
in solution. Figure 4.2: NMR spectrum of a sample from the continuous fermentation. The maleic acid peak (6.25 ppm) is compared to the visible butanol peaks (1.4, 1.25, 0.8 ppm) in order to find how much butanol is
in solution. ppm) is compared to the visible butanol peaks (1.4, 1.25, 0.8 ppm) in order to find how much butanol is
in solution. 𝑃𝑥= 𝐼𝑥
𝐼𝑠𝑡𝑑
𝑁𝑠𝑡𝑑
𝑁𝑥
𝑀𝑥
𝑀𝑠𝑡𝑑
𝑚𝑠𝑡𝑑
𝑚𝑡𝑜𝑡𝑎𝑙
𝑃𝑠𝑡𝑑 ( 4.2 ) ( 4.2 ) ( 4.2 ) ( 4 Once the purity is known, it can be converted to a concentration of butanol by using
the partition coefficient and the molecular weights. This tells us the concentration of
butanol outside of the vesicles. The butanol partition coefficient of soy-lecithin was
then found and used to calculate the number of moles of butanol captured by the
vesicles. 43 4.2.5 HPLC Analysis Samples taken from the bioreactor were centrifuged immediately to separate any
bacteria. The supernatant was analyzed for butanol concentration using an HPLC as
described previously in Kurniawan et al. 2012. Each sample was measured at least in
duplicate. The HPLC used was a Varian ProStar pump system with a Varian Star 800
Module Interface. Module Interface. 4.3 Results and Discussion 4.3.1 Validating qNMR for determining butanol concentration Samples were taken at random time points from the bioreactor and butanol
concentration was measured by both HPLC and NMR (Figure 4.3). This comparison
was done to validate the qNMR approach, which is the basis for determining butanol
partitioning into, and extraction by, lipid vesicles in situ. While HPLC is commonly
used to determine fermentation product concentrations, it is not suitable for these in
situ measurements – the vesicles would have needed to have been separated from
the vesicle solvent phase prior to analysis. Good agreement was observed between
qNMR and HPLC. 44 Figure 4.3: A comparison between HPLC and qNMR with an internal calibrant. Random samples were
chosen from the experiments and tested with both HPLC and qNMR. On average there was an 8%
difference between them. 0
1
2
3
4
5
1
2
3
4
5
6
Butanol [g/L]
Sample Number
HPLC
NMR 0
1
2
3
4
5
1
2
3
4
5
6
Butanol [g/L]
Sample Number
HPLC
NMR Figure 4.3: A comparison between HPLC and qNMR with an internal calibrant. Random samples were
chosen from the experiments and tested with both HPLC and qNMR. On average there was an 8%
difference between them. Figure 4.3: A comparison between HPLC and qNMR with an internal calibrant. Random samples were
chosen from the experiments and tested with both HPLC and qNMR. On average there was an 8%
difference between them. 4.3.2 Butanol extracted by vesicle solvent The mass of butanol extracted by the vesicle solvent was found by measuring the
amount of butanol outside of the vesicles by qNMR, and then calculating the amount
of butanol within the vesicle bilayers using previously measured partition coefficients
for soy-lecithin. At butanol concentrations of 1 g/L, around the concentration found
in our dilution rate 0.18 hr-1, the lecithin/water mole fraction partition coefficient
was approximately 200. As seen in figure 4.4, the amount of butanol extracted
increased over time, and similar results were observed at 60 min for the two dilution
rates. This was expected given that the solvent flow was unchanged between dilution 45 45 rates. The difference in dilution rate results can instead be seen in the total butanol
produced as discussed below. Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of time at two dilution
rates (A 0.18 h-1 and B 0.09 h-1). 4.3 Results and Discussion The blue bar represents the total butanol measured by qNMR
therefore outside of the vesicles. The orange bar represents the butanol found by calculation using the
partition coefficients from previous work. 60 min is highlighted here as that was the final time point
both trials had in common
0
0.5
1
1.5
0 10 20 30 40 50 60
Butanol [g]
Time [min]
A)
Inside
Outside
0
0.5
1
1.5
0
40
80
120
Butanol [g]
Time [min]
B) 0
0.5
1
1.5
0 10 20 30 40 50 60
Butanol [g]
Time [min]
A)
Inside
Outside
0
0.5
1
1.5
0
40
80
120
Butanol [g]
Time [min]
B) 0
0.5
1
1.5
0 10 20 30 40 50 60
Butanol [g]
Time [min]
A)
Inside
Outside Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of time at two dilution Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of time at two dilution Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of time at two dilution
rates (A 0.18 h-1 and B 0.09 h-1). The blue bar represents the total butanol measured by qNMR
therefore outside of the vesicles. The orange bar represents the butanol found by calculation using the
partition coefficients from previous work. 60 min is highlighted here as that was the final time point
both trials had in common. Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of time at two dilut Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of time at two dilution
rates (A 0.18 h-1 and B 0.09 h-1). The blue bar represents the total butanol measured by qNMR
therefore outside of the vesicles. The orange bar represents the butanol found by calculation using the
partition coefficients from previous work. 60 min is highlighted here as that was the final time point
both trials had in common. Figure 4.4: Amount of butanol (g) extracted by the vesicle solvent as a function of time at two dilution
rates (A 0.18 h-1 and B 0.09 h-1). The blue bar represents the total butanol measured by qNMR
therefore outside of the vesicles. The orange bar represents the butanol found by calculation using the
partition coefficients from previous work. 4.3 Results and Discussion 60 min is highlighted here as that was the final time point
both trials had in common. 4.3.3 Total butanol production 4.3.3 Total butanol production The total butanol produced during continuous culture with vesicle-based solvent
extraction is shown in figure 4.5. The lower dilution rate, DR = 0.09 h-1, produced
more butanol compared to the higher dilution rate with a productivity of 1.11 g/h
and a yield of 0.12 g butanol/g glycerol. For comparison, Roffler et al. conducted a 46 fed-batch extractive fermentation of butanol with oleyl alcohol and produced over
500 g of butanol after 50 hours with a yield of 0.18 g butanol/g glucose. More
recently, a batch extractive fermentation using oleyl alcohol exhibited a yield of 0.28
g/g (Zhang et al. 2017). Continuous cultures of Clostridium acetobutylicum and C. beijerinckii achieved butanol yields of 0.42 g/g (Huang et al. 2004) and 0.38 g/g
(Qureshi and Blaschek 2000) without extraction present. The total time of these
experiments was longer than our time in each case. While our time did not exceed 2
hours, in all of these studies, butanol production increases significantly after 10 hours
of extractive fermentation. fed-batch extractive fermentation of butanol with oleyl alcohol and produced over
500 g of butanol after 50 hours with a yield of 0.18 g butanol/g glucose. More
recently, a batch extractive fermentation using oleyl alcohol exhibited a yield of 0.28
g/g (Zhang et al. 2017). Continuous cultures of Clostridium acetobutylicum and C. beijerinckii achieved butanol yields of 0.42 g/g (Huang et al. 2004) and 0.38 g/g
(Qureshi and Blaschek 2000) without extraction present. The total time of these
experiments was longer than our time in each case. While our time did not exceed 2
hours, in all of these studies, butanol production increases significantly after 10 hours
of extractive fermentation. 47
Both dilution rates showed that over time the total butanol produced increased with
time. This is attributed to the vesicle extraction system which drove the reaction to
form more butanol by removing the product. The butanol production was increased
by 32% and 94% for DR of 0.18 h-1 and 0.09 h-1 respectively, higher than previously
reported values for oleyl alcohol solvents. Oleyl alcohol has shown butanol
productivity increases of 20% (Zhang et al. 2017) and 24% (Roffler et al. 1988). 4.3 Results and Discussion When
the percent increase of butanol is calculated at 60 minutes for the DR of 0.09 h-1, a
value of 61% is found which is almost double the value for DR 0.18 h-1 at the same
timepoint. At the lower dilution rate, we see that the amount of butanol in the
reactor rises even after the extraction process is underway. This is in agreement with
another continuous fermentation result that showed lower dilution rates produced
more butanol (Huang et al. 2004). This highlights the importance of lower dilution 47 rates as the bacteria are given more time to grow and produce butanol. Initial results
also show the vesicle solvent extracts more butanol when in the presence of higher
amounts of butanol. so show the vesicle solvent extracts more butanol when in the presence of highe
mounts of butanol. 0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
10
20
30
40
50
60
70
Butanol [g]
Time [min]
A)
Vesicle
Reactor
Total
0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
20
40
60
80
100
120
140
Butanol [g]
Time [min]
B)
Vesicle
Reactor
Total amounts of butanol. Dilution Rate
(hr-1)
Butanol Production
Rate (g/hr)
Increased Butanol
Production
Butanol Yield (g
butanol / g glycerol)
0.09
1.11
94%
0.12
0.18
0.29
32%
0.07
Figure 4.5: Total butanol produced (g) over time in the reactor, in the solvent and in total for two
dilution rates (A - 0.18 hr-1, B - 0.09 hr-1). The DR of 0.09 hr-1 showed almost triple the total butanol
production of the DR 0.18 hr-1. A table showing the production of butanol per hour, the percent
increase of butanol totals and the butanol yields. Figure 4.5: Total butanol produced (g) over time in the reactor, in the solvent and in total for two Figure 4.5: Total butanol produced (g) over time in the reactor, in the solvent and in total for two
dilution rates (A - 0.18 hr-1, B - 0.09 hr-1). The DR of 0.09 hr-1 showed almost triple the total butanol
production of the DR 0.18 hr-1. A table showing the production of butanol per hour, the percent
increase of butanol totals and the butanol yields. increase of butanol totals and the butanol yields. 4.3 Results and Discussion 0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
10
20
30
40
50
60
70
Butanol [g]
Time [min]
A)
Vesicle
Reactor
Total
0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
20
40
60
80
100
120
140
Butanol [g]
Time [min]
B)
Vesicle
Reactor
Total Dilution Rate
(hr-1)
Butanol Production
Rate (g/hr)
Increased Butanol
Production
Butanol Yield (g
butanol / g glycerol
0.09
1.11
94%
0.12
0.18
0.29
32%
0.07
Figure 4.5: Total butanol produced (g) over time in the reactor, in the solvent and in total for two
0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
10
20
30
40
50
60
70
Butanol [g]
Time [min]
A)
Vesicle
Reactor
Total
0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
20
40
60
80
100
120
140
Butanol [g]
Time [min]
B)
Vesicle
Reactor
Total 0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
10
20
30
40
50
60
70
Butanol [g]
Time [min]
A)
Vesicle
Reactor
Total 0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
20
40
60
80
100
120
140
Butanol [g]
Time [min]
B)
Vesicle
Reactor
Total 48 Molar ratios of butanol to lipid for each experiment were calculated and are
presented in Figure 4.6. The ratios here are consistent with our previous results,
which showed butanol/lipid ratios from 4 to 7 as seen in Chapter 3. Molar ratios of butanol to lipid for each experiment were calculated and are
presented in Figure 4.6. The ratios here are consistent with our previous results,
which showed butanol/lipid ratios from 4 to 7 as seen in Chapter 3. Figure 4.6: Ratio of moles of butanol to moles of lipid for two dilution rates. 0
1
2
3
4
5
6
7
8
0
20
40
60
80
100
120
140
mol butanol / mol lipid
Time [min]
0.09 hr-1
0.18 hr-1 Figure 4.6: Ratio of moles of butanol to moles of lipid for two dilution rates. 4.4 Conclusions Initially, we are seeing that the addition of our lipid bilayer solvent increases the
butanol production by 94% with a yield of 0.12 g/g. Of the dilution rates tested, the
lower value provided higher butanol production due to the additional time that this
allowed the bacteria to grow. More results are needed in order to determine how
much of this increased butanol production is due to the extraction or due to the
dilution rate’s influence. To our knowledge this is the first continuous fermentation 49 of C. pasteurianum completed and the first time a vesicle solvent has been used to
extract butanol. of C. pasteurianum completed and the first time a vesicle solvent has been used to
extract butanol. extract butanol. References Atabani, A.E.; Silitonga, A.S.; Badruddin, I.A.; Mahlia, T.M.I.; Masjuki, H.H.; Mekhilef,
S. (2012): A comprehensive review on biodiesel as an alternative energy resource and
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continuous butanol fermentations with free cells: integration with product recovery
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chemistry. B 117 (28), pp. 8484–8489. DOI: 10.1021/jp403735h. Kurniawan, Y.; Venkataramanan, K.P.; Scholz, C.; Bothun, G.D. (2012): n-Butanol
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beijerinckii BA101 hyper-butanol producing mutant strain and recovery by
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Scholz, C. References (2012): Impact of impurities in biodiesel-derived crude glycerol on the
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Biotechnology 93 (3), pp. 1325–1335. DOI: 10.1007/s00253-011-3766-5. Venkataramanan, K.P.; Boatman, J.J.; Kurniawan, Y.; Taconi, K.A.; Bothun, G.D.;
Scholz, C. (2012): Impact of impurities in biodiesel-derived crude glycerol on the
fermentation by Clostridium pasteurianum ATCC 6013. In Applied Microbiology and
Biotechnology 93 (3), pp. 1325–1335. DOI: 10.1007/s00253-011-3766-5. Vian, M.; Breil, C.; Vernes, L.; Chaabani, E.; Chemat, F. (2017): Green solvents for
sample preparation in analytical chemistry. In Current Opinion in Green and
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sample preparation in analytical chemistry. In Current Opinion in Green and
Sustainable Chemistry 5, pp. 44–48. DOI: 10.1016/j.cogsc.2017.03.010. Vian, M.; Breil, C.; Vernes, L.; Chaabani, E.; Chemat, F. (2017): Green solvents for
sample preparation in analytical chemistry. In Current Opinion in Green and
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for enhanced isopropanol and n-butanol production with mixtures of water insoluble
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120. DOI: 10.1016/j.bej.2016.10.006. 51 5.1 Conclusions In chapter three we examined butanol partitioning into DPPC and DOPC bilayers and
the swelling effect of butanol on the bilayer. Butanol caused a larger swelling effect
compared to the effect that the fermentation products caused (acetic acid, 1,3-
propanediol, ethanol). This is due to the greater hydrophobicity of butanol compared
to the others. The butanol partition coefficients showed that the equimolar mixture of DOPC and
DPPC are the most effective at extracting butanol (Figure 5.1). This is supported by
previous work done in our group showing two phase bilayers create favorable
partitioning conditions. We also found our butanol/lipid partition coefficients using
NMR which resulted in higher partition coefficients being found compared to HPLC
methods. 52 52 Figure 5.1: Mole fraction-based butanol/lipid partition coefficients using an equimolar mixture of DPPC
and DOPC. Figure 5.1: Mole fraction-based butanol/lipid partition coefficients using an equimolar mixture of DPPC
and DOPC. Our initial fermentation and extraction results show promising increases in butanol
production. We also showed that a lower dilution rate produced more butanol
(Figure 5.2), which is consistent with previous continuous fermentations in the
literature. The inclusion of our lipid bilayer solvent resulted in an increase of 90% in
butanol production from the start of the extraction. 53 53 Figure 5.2: A dilution rate of 0.09 provided an increase of 94% in butanol produced. We also see that
the amount of butanol in the reactor rises once the extraction begins indicating an increase in
production by the C. pasteurianum. 0.0
1.0
2.0
3.0
4.0
5.0
6.0
0
20
40
60
80
100
120
140
Butanol [g]
Time [min]
Vesicle
Reactor
Total Figure 5.2: A dilution rate of 0.09 provided an increase of 94% in butanol produced. We also see that
the amount of butanol in the reactor rises once the extraction begins indicating an increase in
production by the C pasteurianum Figure 5.2: A dilution rate of 0.09 provided an increase of 94% in butanol produced. We also see that Figure 5.2: A dilution rate of 0.09 provided an increase of 94% in butanol produced. We also see that the amount of butanol in the reactor rises once the extraction begins indicating an increase in production by the C. pasteurianum. 5.2 Future Work The next step that this work should take would be to finish the continuous
fermentation tests. This would then reveal how much of the increased butanol
production is due to the continuous fermentation process or effectiveness of our
vesicle solvent. Also, our future experiments in this area should take place over a
longer time frame as some literature showed a rapid increase in butanol production
after longer times. 54 Our current extraction method involves bringing the fermentation broth into contact
with the vesicle solvent using a hollow fiber membrane. Another method could
instead add the vesicles directly to the fermentation media. Finally, a method should be established for the reclamation of butanol from the
vesicles after the extraction takes place. A couple of different options exist for
breaking apart vesicles. One option would be to dissolve the vesicles by using a
surfactant like Triton x-100 or a detergent to release the butanol. 55 55 NMR Background, Procedures and Calibration Curve Nuclear magnetic resonance (NMR) is the phenomenon when nuclei absorb and then
emit electromagnetic energy. A magnetic field is applied to the sample which causes
the individual spins of the nuclei to align before the magnetic field is turned off and
the molecule relaxes. NMR spectroscopy utilizes this phenomenon to collect data. The electromagnetic energy is released upon the molecule relaxing and this
resonance is collected as a frequency which is then converted into chemical shift
(Darbeau 2006). Nuclear magnetic resonance (NMR) is the phenomenon when nuclei absorb and then
emit electromagnetic energy. A magnetic field is applied to the sample which causes
the individual spins of the nuclei to align before the magnetic field is turned off and
the molecule relaxes. NMR spectroscopy utilizes this phenomenon to collect data. The electromagnetic energy is released upon the molecule relaxing and this
resonance is collected as a frequency which is then converted into chemical shift
(Darbeau 2006). NMR’s quantitative capabilities are based on the direct proportionality between the
intensity generated, Ix, and the number of nuclei, Nx, that correspond to the
resonance. There are multiple ways that this relationship can be utilized. One
method, involves adding a known amount of a specific substance to a sample and
comparing that known amount and its NMR signal to the unknown amount and the
corresponding signal. This proportion is related by a spectrometer constant, Ks (Malz,
Jancke 2005). The spectrometer constant is dependent on the equipment and the
acquisition parameters used. Therefore, to keep Ks constant the acquisition
parameters used must be the same for each sample (Bharti, Roy 2012; Malz, Jancke
2005). 𝐼𝑥= 𝐾𝑠𝑁𝑥 𝐼𝑥= 𝐾𝑠𝑁𝑥 56 56 56 A molar ratio can be calculated based on the ratio of two different nmr signals. The
spectrometer constant can be canceled out due to each signal appearing within the
same spectrum so the parameters must be the same. This leads to the following: A molar ratio can be calculated based on the ratio of two different nmr signals. The
spectrometer constant can be canceled out due to each signal appearing within the
same spectrum so the parameters must be the same. This leads to the following: 𝑛𝑥
𝑛𝑦
= 𝐼𝑥
𝐼𝑦
𝑁𝑦
𝑁𝑥 𝑛𝑥
𝑛𝑦
= 𝐼𝑥
𝐼𝑦
𝑁𝑦
𝑁𝑥 Molar fractions can be calculated by adding a total summation term for n, I and N. NMR Background, Procedures and Calibration Curve Finally, if the purity of one substance is known, this can be used to calculate the
purity associated with the resonance peak of a different substance which is shown
here: 𝑃𝑥= 𝐼𝑥
𝐼𝑠𝑡𝑑
𝑁𝑠𝑡𝑑
𝑁𝑥
𝑀𝑥
𝑀𝑠𝑡𝑑
𝑚𝑠𝑡𝑑
𝑚𝑡𝑜𝑡𝑎𝑙
𝑃𝑠𝑡𝑑 𝑃𝑥= 𝐼𝑥
𝐼𝑠𝑡𝑑
𝑁𝑠𝑡𝑑
𝑁𝑥
𝑀𝑥
𝑀𝑠𝑡𝑑
𝑚𝑠𝑡𝑑
𝑚𝑡𝑜𝑡𝑎𝑙
𝑃𝑠𝑡𝑑 Where I is the intensity of the resonance peak, N is the number of nuclei associated
with the resonance peak, M is the molecular weight, m is the mass of the sample,
and P is the purity. Subscript x is related to the substance of unknown purity while
std refers to the qNMR standard used (Malz, Jancke 2005; Bharti, Roy 2012). An
example of a spectrum that has undergone this analysis can be seen in Figure A.1. Adding in a standard proved useful for obtaining quantitative information in a setting
where multiple chemicals were present in a solution however another approach was
taken to quantitatively measure butanol alone in solution. When butanol was the
only measurable solute in solution, the concentration of butanol was found by using
a calibration curve. The calibration curve was based on the same principle as the
previous technique where the intensity of the signal is related to the corresponding 57 protons. The curve was constructed by relating the integral of butanol (as related to
the water peak) to a known concentration and fitted using a 3rd degree polynomial. Then, when an unknown butanol signal is measured the concentration could be
found in this manner. A sample of a butanol spectrum used to make the calibration
curve is included in Figure A.2 and the calibration curve can be seen in Figure A.3. protons. The curve was constructed by relating the integral of butanol (as related to
the water peak) to a known concentration and fitted using a 3rd degree polynomial. Then, when an unknown butanol signal is measured the concentration could be
found in this manner. A sample of a butanol spectrum used to make the calibration
curve is included in Figure A.2 and the calibration curve can be seen in Figure A.3. Quantitative NMR acquisition parameters were set according to this procedure (Pauli
et al. 2007). In short, the parameters that needed to be adjusted were as followed:
sample spin, 13C satellite removal, relaxation delay time, spectral window,
transmitter position, pulse width, acquisition time, number of scans, receiver gain,
dummy pulses, 13C decoupling. NMR Background, Procedures and Calibration Curve The goal of changing these parameters was to provide
a clearer NMR signal and eliminate potential side peaks from appearing. Quantitative NMR acquisition parameters were set according to this procedure (Pauli
et al. 2007). In short, the parameters that needed to be adjusted were as followed:
sample spin, 13C satellite removal, relaxation delay time, spectral window, transmitter position, pulse width, acquisition time, number of scans, receiver gain,
dummy pulses, 13C decoupling. The goal of changing these parameters was to provide
a clearer NMR signal and eliminate potential side peaks from appearing. transmitter position, pulse width, acquisition time, number of scans, receiver gain,
dummy pulses, 13C decoupling. The goal of changing these parameters was to provide
a clearer NMR signal and eliminate potential side peaks from appearing. 58 58 Figure A.1: Raw NMR data from an extractive fermentation test (Results seen in Chapter 4). This shows
where the integrals were taken. Once taken, the absolute values were found in the MestReNova
program “Table of Integrals”. This was using an internal calibrant maleic acid (seen at 6.3 ppm). Figure A.1: Raw NMR data from an extractive fermentation test (Results seen in Chapter 4). This shows
where the integrals were taken. Once taken, the absolute values were found in the MestReNova
program “Table of Integrals”. This was using an internal calibrant maleic acid (seen at 6.3 ppm). 59 59 Figure A.2: One NMR spectrum used in the process of creating a calibration curve. The D2O peak (4.7
ppm) is used to reference to the other butanol peaks (3.5, 1.5-1.2, 0.8 ppm). Figure A.2: One NMR spectrum used in the process of creating a calibration curve. The D2O peak (4 Figure A.2: One NMR spectrum used in the process of creating a calibration curve. The D2O peak (4.7
ppm) is used to reference to the other butanol peaks (3.5, 1.5-1.2, 0.8 ppm). Figure A.2: One NMR spectrum used in the process of creating a calibration curve. The D2O peak (4.7 ppm) is used to reference to the other butanol peaks (3.5, 1.5-1.2, 0.8 ppm). Figure A.1: The calibration curve of butanol from NMR. Each butanol shift was recorded as a peak. Peak 1 – 3.5 ppm, peak 2 – 1.5-1.2 ppm, peak 3 – 0.8 ppm. NMR Background, Procedures and Calibration Curve y = 0.0463x3 - 0.0105x2 + 0.0558x
R² = 1
y = 0.006x3 - 0.0034x2 + 0.0284x
R² = 0.9999
y = 0.0143x3 - 0.0066x2 + 0.0395x
R² = 1
0
0.05
0.1
0.15
0.2
0.25
0
0.5
1
1.5
2
2.5
3
3.5
Butanol Concentration
Area Under Peak
BtOH Calibration
Peak 1
Peak 2
Peak 3
Poly. (Peak 1)
Poly. (Peak 2)
Poly. (Peak 3) Figure A.1: The calibration curve of butanol from NMR. Each butanol shift was recorded as a peak. Peak 1 – 3.5 ppm, peak 2 – 1.5-1.2 ppm, peak 3 – 0.8 ppm. y = 0.0463x3 - 0.0105x2 + 0.0558x
R² = 1
y = 0.006x3 - 0.0034x2 + 0.0284x
R² = 0.9999
y = 0.0143x3 - 0.0066x2 + 0.0395x
R² = 1
0
0.05
0.1
0.15
0.2
0.25
0
0.5
1
1.5
2
2.5
3
3.5
Butanol Concentration
Area Under Peak
BtOH Calibration
Peak 1
Peak 2
Peak 3
Poly. (Peak 1)
Poly. (Peak 2)
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Zheng, Y.; Li, L.; Xian, M.; Ma, Y.; Yang, J.; Xu, X.; He, D. (2009): Problems with the
microbial production of butanol. In Journal of Industrial Microbiology &
Biotechnology 36 (9), pp. 1127–1138. DOI: 10.1007/s10295-009-0609-9. solution. In Process Biochemistry 61, pp. 156–162. DOI:
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A Enfermagem: diálogo com o passado no compromisso com o presente
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Rev. Latino-Am. Enfermagem
2019;27:e3220
DOI: 10.1590/1518-8345.0000-3220
www.eerp.usp.br/rlae Nursing: dialogue with the past in the commitment to the present By the end of 2020, the campaign aims to increase the influence of nurses and maximize
their contributions to ensure that everyone has access to health and health care. More information at: http://www.nursingnow.org/
How to cite this article
Angerami ELS. Nursing: dialogue with the past in the commitment to the present. Rev. Latino-Am. Enfermagem. 2019;27:e3220. [Access ___ __ ____]; Available in: ___________________ . DOI: http://dx.doi.org/10.1590/1518-8345.0000-3220. year
day
month
URL 1 Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, PAHO/WHO Collaborating Centre for Nursing Research
Development, Ribeirão Preto, SP, Brazil.
* The Nursing Now campaign is an initiative of PAHO/WHO and ICN and aims to train nurses to assume the central role in the confrontation
of the health challenges of the 21st century. By the end of 2020, the campaign aims to increase the influence of nurses and maximize
their contributions to ensure that everyone has access to health and health care. More information at: http://www.nursingnow.org/ Nursing: dialogue with the past in the commitment to the present Emilia Luigia Saparoti Angerami1
https://orcid.org/0000-0001-9733-4952 Emilia Luigia Saparoti Angerami1
https://orcid.org/0000-0001-9733-4952 In the 1960s, the world went through profound political-social transformations;
nursing, in this context, expanded spaces and assumed new tasks. The reduced number
of nurses was asked to treat patients, administer wards and train human resources. In the 1960s, the world went through profound political-social transformations;
nursing, in this context, expanded spaces and assumed new tasks. The reduced number
of nurses was asked to treat patients, administer wards and train human resources. Nursing entered the university, assuming research as a promising element for
professional development. The first few studies, of the descriptive type, were important
for showing the status quo of the profession, the human capital available and to be trained
in relation to the gaps in the services and in education, as well as to be researchers. The
problems investigated answered the questions made, contributing to the advancement of knowledge and,
above all, to awaken interest in the continuity of research and in the multiplication of the themes under study. In this century, in 2019, the global Nursing Now campaign* of the World Health Organization (WHO),
assumed by the international leaders of nursing, puts us in the central position to “reach the goal of universal
coverage” of the populations, among other actions. Topics that have long been concerns in my professional life
associated with teaching, practice and research in human resources remain present in the face of problems
related to the low number of professionals in the services, unjust salaries, bad working conditions, lack of
recognition of the work of nurses, difficulty in recruiting nurses and students, staff retention and brain drain. Additionally, gender issues, low wages, violence in the services, overload of the work of women, precariousness
of human and material resources and poor working conditions have also been subjects of concern. Nursing entered the university, assuming research as a promising element for
professional development. The first few studies, of the descriptive type, were important
for showing the status quo of the profession, the human capital available and to be trained
in relation to the gaps in the services and in education, as well as to be researchers. The
problems investigated answered the questions made, contributing to the advancement of knowledge and,
above all, to awaken interest in the continuity of research and in the multiplication of the themes under study. Nursing: dialogue with the past in the commitment to the present Nursing entered the university, assuming research as a promising element for
professional development. The first few studies, of the descriptive type, were important
for showing the status quo of the profession, the human capital available and to be trained
in relation to the gaps in the services and in education, as well as to be researchers. The
problems investigated answered the questions made, contributing to the advancement of knowledge and,
above all, to awaken interest in the continuity of research and in the multiplication of the themes under study. In this century, in 2019, the global Nursing Now campaign* of the World Health Organization (WHO),
assumed by the international leaders of nursing, puts us in the central position to “reach the goal of universal
coverage” of the populations, among other actions. Topics that have long been concerns in my professional life
associated with teaching, practice and research in human resources remain present in the face of problems In this century, in 2019, the global Nursing Now campaign* of the World Health Organization (WHO),
assumed by the international leaders of nursing, puts us in the central position to “reach the goal of universal
coverage” of the populations, among other actions. Topics that have long been concerns in my professional life
associated with teaching, practice and research in human resources remain present in the face of problems
related to the low number of professionals in the services, unjust salaries, bad working conditions, lack of
recognition of the work of nurses, difficulty in recruiting nurses and students, staff retention and brain drain. Additionally, gender issues, low wages, violence in the services, overload of the work of women, precariousness
of human and material resources and poor working conditions have also been subjects of concern. Two theses of professors from the University of São Paulo’s School of Nursing in Ribeirão Preto were
milestones of research in nursing in Brazil and Latin America, and show the concern over the social recognition
of the profession. The conclusions of the first thesis(1) show the need for the community to become aware 1 Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, PAHO/WHO Collaborating Centre for Nursing Research
Development, Ribeirão Preto, SP, Brazil. * The Nursing Now campaign is an initiative of PAHO/WHO and ICN and aims to train nurses to assume the central role in the confrontation
of the health challenges of the 21st century. How to cite this article Angerami ELS. Nursing: dialogue with the past in the commitment to the present. Rev. Latino-Am. Enfermagem. 2019;27:e3220. [Access ___ __ ____]; Available in: ___________________ . DOI: http://dx.doi.org/10.1590/1518-8345.0000-3220. year
day
month
URL 2 Rev. Latino-Am. Enfermagem 2019;27:e3220. of the role of nursing; according to the authors, nurses, through their professional performance, should contribute
so that this degree of perception is achieved quickly, suggesting that: “nurses are responsible for the construction
of their own image”(1). In the second thesis, the researcher, a sociologist, when analyzing nursing as a profession
in a teaching hospital, reports the inconsistency and lack of definition of roles among the nursing categories, with
the profession being poorly integrated into the social system of hospitals and undervalued in global society(2). The
topicality of these results reveals the value of replicating studies from time to time, as while the temporal comparison
is valuable, it is possible to go beyond it, reviewing strategies, advances and setbacks, motivations and even making
new questions involving persistent themes. After forty years of Alma Ata(3) and considering the profound transformation that took place in health care
services with the assumption of the prevention of diseases as main goal, nursing was considered key to achieving
the goals proposed by WHO, “Health for all by the year 2000”. The commitment of nurses to achieve this goal was
intense, in the organization of services, in government programs and in the training of human resources. In Brazil
and throughout Latin America, several programs have been created and their contribution to health remains vigorous. The recent call to nurse leaders to once again assume a central position for the success of the new WHO proposal
induces essential reflections, as the current working conditions are considered unsatisfactory and the human and
material resources available are insufficient to meet the population that knocks on the doors of health care services
and is denied shelter, which in turn creates problems of legal and ethical proportions. Transforming services or changing paradigms presupposes the group’s adherence to the project and acceptance
of the empowerment of leadership, not as an attribute imposed on the individual, although its development is
feasible. Being a leader implies changes in power relations because it is a process grounded in human relations. How to cite this article In a world in constant transformation, where technology extinguishes and creates professions as if by magic,
paradigms are built and deconstructed at the speed of light, making people tense and competitive in the pursuit of
purposes, and sometimes incapable of dealing with small slips. In a constantly moving environment, nurses must be well informed and ready to present innovative proposals,
maintaining an ethical stance in view of the responsibility assumed by them in the exercise of their profession. In
the position of leaders, they are those in charge of the management of situations and with the competence to reduce
frictions that can cause uncontrollable crises; the ability of the leader manifests itself especially in conflicts. The respect for the work performed begins at the base of the pyramid, as it is in the you/me relationship, with
the recognition of the other as an equal, that the first movement of leadership is revealed. If patients do not know
the nurses treating them, they will not know when and how to count on these nurses and their responsibility for the
quality of care. Being a leader is a compromise, one that nurses are being asked to assume once more at this time Corresponding author:
Emilia Luigia Saparoti Angerami
E-mail: elsanger@eerp.usp.br
https://orcid.org/0000-0001-9733-4952 Copyright © 2019 Revista Latino-Americana de Enfermagem
This is an Open Access article distributed under the terms of the
Creative Commons (CC BY).
This license lets others distribute, remix, tweak, and build upon
your work, even commercially, as long as they credit you for the
original creation. This is the most accommodating of licenses
offered. Recommended for maximum dissemination and use of
licensed materials. References 1. Alcantara G de. Enfermagem moderna como categoria profissional: obstáculos a sua expansão na sociedade
brasileira. Tese [Cátedra]. Ribeirão Preto: Escola de Enfermagem de Ribeirão Preto da Universidade de São Paulo;
1963. a-Santos C. A enfermeira como categoria ocupacional num moderno hospital-escola brasileiro. Te
do]. Ribeirão Preto: Escola de Enfermagem de Ribeirão Preto da Universidade de São Paulo; 1968. 2. Ferreira-Santos C. A enfermeira como categoria ocupacional num moderno hospital-escola brasileiro. Tese
[Doutorado]. Ribeirão Preto: Escola de Enfermagem de Ribeirão Preto da Universidade de São Paulo; 1968. 3. Organização Pan-americana de Saúde. Organização Mundial de Saúde. Declaração de Alma-Ata. Conferência
Internacional sobre Cuidados Primários em Saúde. URSS, 6-12 set 1978. Disponível em: https://apps.who.int/iris/
bitstream/handle/10665/39228/9241800011_por.pdf;jsessionid=75CCB6D051D08CE03D0BB3152D09872E?sequen 2. Ferreira-Santos C. A enfermeira como categoria ocupacional num moderno hospital-escola brasileiro. Tese
[Doutorado]. Ribeirão Preto: Escola de Enfermagem de Ribeirão Preto da Universidade de São Paulo; 1968. 3 Organização Pan americana de Saúde
Organização Mundial de Saúde
Declaração de Alma Ata
Conferência [Doutorado]. Ribeirão Preto: Escola de Enfermagem de Ribeirão Preto da Universidade de São Paulo; 1968. 3. Organização Pan-americana de Saúde. Organização Mundial de Saúde. Declaração de Alma-Ata. Conferência
Internacional sobre Cuidados Primários em Saúde. URSS, 6-12 set 1978. Disponível em: https://apps.who.int/iris/
bitstream/handle/10665/39228/9241800011_por.pdf;jsessionid=75CCB6D051D08CE03D0BB3152D09872E?sequen
ce=5. Acesso: 27 maio 2019. www.eerp.usp.br/rlae
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Fine-scale precipitation in the high-entropy alloy Al0.5CrFeCoNiCu
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Materials science and engineering. A, Structural materials: proporties, microstructures and processing/Materials science & engineering. A, Structural materials: properties, microstructure and processing
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1. Introduction site results in reduced rates of substitutional diffusion [4]. The phase equilibria and properties of the AlxCrFeCoNiCu sys-
tem have been widely investigated [1,5–11], with Al0.5CrFeCoNiCu
receiving particular attention [12–18]. The original investigation of
Al0.5CrFeCoNiCu reported the presence of two face-centred cubic
(fcc, A1 in Strukturbericht notation) phases below the solidus
temperature in the as-cast condition: one constituting the den-
dritic material and the other the interdendritic material. At lower
temperatures, the dendritic fcc phase was reported to order fully
to an L12 structure [12]. The majority of subsequent studies have
confirmed the presence of a miscibility gap in the fcc solid solution
below the solidus temperature [13–15], but the nature of the L12
formation is disputed. Some studies have suggested that no fcc
ordering is involved and that the L12 phase forms directly below
the solidus at the same time as the two fcc phases [14]. In contrast,
other studies have demonstrated that the L12 phase only pre-
cipitates in the dendritic fcc phase after cooling to lower tem-
peratures, i.e., that the fcc ordering is partial [15,16]. One of the
most recent Al0.5CrFeCoNiCu studies identified only one fcc phase
alongside an L12 phase in melt-spun material [18], in agreement
with the full fcc
L12
→
ordering proposed originally. Reports have
also identified a Ni–Al-based B2 phase and a Cr–Co-Fe-based s
phase in the alloy, following prolonged exposures at temperatures
in the range 700–1000 °C [14,16]. High-entropy alloys (HEAs) are commonly defined as materials
that contain five or more elements in near-equiatomic ratios [1]. Such alloys have been referred to as ‘high-entropy’ because, in
contrast to conventional alloys, their multi-principal component
compositions theoretically deliver significantly higher entropies of
mixing. It was initially proposed that this high mixing entropy
may be sufficient to stabilise solid solutions in preference to in-
termetallic compounds, which might otherwise be expected to
form [1]. However, a recent study has suggested that the like-
lihood of formation of strongly bonded intermetallic compounds
increases with the number of alloying elements [2]. Judicious al-
loying is therefore required if intermetallic phase formation is to
be avoided. Importantly, it has been suggested that HEAs comprising
compositionally complex solid solutions may possess superior
mechanical properties and enhanced phase stability, compared to
their conventional counterparts. This has been attributed to the
local distortions of the crystal caused by the presence of elements
with different atomic radii. a r t i c l e i n f o Article history:
Received 27 April 2015
Received in revised form
24 July 2015
Accepted 2 August 2015
Available online 4 August 2015
Keywords:
High-entropy alloys
Precipitation
Kinetics
Phase transformations
Electron microscopy Article history:
Received 27 April 2015
Received in revised form
24 July 2015
Accepted 2 August 2015
Available online 4 August 2015
Keywords:
High-entropy alloys
Precipitation
Kinetics
Phase transformations
Electron microscopy The high-entropy alloy Al0.5CrFeCoNiCu has been shown to consist of two stable, face-centred cubic solid
solutions at temperatures approaching its solidus: one rich in Cr, Fe, Co & Ni (dendritic) and the other
rich in Cu (interdendritic). While some studies have suggested that the high-temperature microstructure
may be metastably retained to room temperature through rapid cooling, evidence of phase decom-
position has also been reported. In this study, fine-scale precipitation has been observed in samples of
Al0.5CrFeCoNiCu that have been rapidly cooled after casting, and water quenched following ageing for
1000 h at 1000 °C. Contrary to previous reports, in the as-cast state, the two face-centred cubic phases, as
well as an L12 phase, were found in both dendritic and interdendritic areas, with the dendritic areas
having undergone a spinodal decomposition. After ageing and quenching, L12 precipitates were found in
both dendritic and interdendritic areas, and precipitates of the Cr-, Fe-, Co- and Ni-enriched face-centred
cubic phase were found in the Cu-rich interdendritic regions. Given the nature of the heat treatments
applied, the results suggest that precipitation in the alloy is rapid and cannot be avoided, even when the
material is cooled quickly to room temperature. q
y
p
& 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license
(http://creativecommons.org/licenses/by/4.0/). site results in reduced rates of substitutional diffusion [4]. Fine-scale precipitation in the high-entropy alloy Al0.5CrFeCoNiCu
E.J. Pickering n, H.J. Stone, N.G. Jones
Department of Materials Science and Metallurgy, University of Cambridge, 27 Charles Babbage Road, Cambridge CB3 0FS, UK Department of Materials Science and Metallurgy, University of Cambridge, 27 Charles Babbage Road, Cambridge CB3 0FS, UK Contents lists available at ScienceDirect Contents lists available at ScienceDirect n Corresponding author. Fax: þ44 1223 334567.
E-mail address: ejp57@cam.ac.uk (E.J. Pickering). Materials Science & Engineering A 645 (2015) 65–71 Materials Science & Engineering A 645 (2015) 65–71 http://dx.doi.org/10.1016/j.msea.2015.08.010
0921-5093/& 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). ea.2015.08.010
ors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). http://dx.doi.org/10.1016/j.msea.2015.08.010
0921-5093/& 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://crea herent mixture of A2 and B2 phases, accompanied by precip
http://dx.doi.org/10.1016/j.msea.2015.08.010
0921-5093/& 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
E-mail address: ejp57@cam.ac.uk (E.J. Pickering). 2. Experimental An ingot of Al0.5CrFeCoNiCu weighing 40 g was prepared via arc
melting in an inert atmosphere from elemental metals with
99.95% purity. To increase compositional homogeneity, the ingot
was inverted and remelted five times. A short section, approxi-
mately 10 mm long, was cut from the as-cast ingot, encapsulated
in an evacuated argon-backfilled quartz ampoule, and heat treated
at 1000 °C for 1000 h, before quenching in water [15]. Specimens
for transmission-electron microscopy (TEM) were prepared from
both as-cast and heat-treated material by mechanically thinning
slices to below 100 m
μ
, spark eroding 3 mm discs, and ion-milling. The interdendritic constituent ion milled more readily than the
dendritic material, and many interfaces between the two con-
stituents were located in electron-transparent regions. Bright- and
dark-field TEM images were taken using an FEI Tecnai Osiris mi-
croscope, using an accelerating voltage of 200 kV. The same mi-
croscope was also used for scanning-TEM (STEM) imaging, using a
high-angle annular dark-field (HAADF) detector, as well as energy-
dispersive X-ray mapping in STEM mode (STEM-EDX). X-ray dif-
fraction (XRD) was carried out on a Bruker D8 ADVANCE instru-
ment in Bragg–Brentano geometry using Cu Kα radiation. Data was
collected between angles of 20 and 120° 2θ using a step size of
0.03° and a counting time of 3 s per step. Analyses of the resulting
spectra were carried out in Wavemetrics Igor Pro and the peaks
fitted with Gaussian functions that accounted for both K 1
α and K 2
α
radiation. The interface between the dendritic and the interdendritic re-
gion shown in Fig. 1a was studied using HAADF STEM imaging,
with the material oriented along a
100
〈
〉zone axis, Fig. 2a. The
selected-area diffraction patterns (SADPs) from this orientation,
Fig. 2b and c, showed that the intensities of the L12 reflections
were lower in the interdendritic material. This difference was
more pronounced than in the diffraction patterns taken from the
114
〈
〉orientation, Fig. 1b and c. STEM-EDX mapping was carried
out on the area marked with a box in Fig. 2d, with the resulting
elemental maps shown at the bottom of Fig. 2. The STEM-EDX mapping revealed a nano-scale spinodal mi-
crostructure in the dendritic material, which is shown at higher
magnification in Fig. 3. 2. Experimental The EDX data indicated that the two
components of the spinodal were rich in Cr, Co, Fe & Ni, and rich in
Cu & Al, respectively. Cuboidal particles were also observed in the
Cu-rich component, which were consistent in scale and mor-
phology with the L12 precipitates seen in Fig. 1d. These particles
were enriched in Ni & Al in comparison to the matrix and ex-
hibited some solubility for Cu. The precipitates present in the interdendritic material with
rectangular cross-sections are located at the bottom of the EDX
maps in Fig. 2. They were found to be rich in Cr, Co, Fe & Ni. This
evidence, and their absence in superlattice dark-field imaging,
suggested that they possessed an fcc crystal structure similar to
that of the matrix. Also observed were the fine L12 precipitates
identified in the dark-field image in Fig. 1d. These precipitates
were enriched in Ni & Al, and showed some solubility for Cu, Co &
Fe, but did not exhibit any enrichment in Cr. 1. Introduction These distortions have been hypothe-
sised to impede dislocation motion and atomic diffusion [1,3,4]. In
addition, it has also been suggested that the variation in bonding
potential energy experienced by an atom in moving from site to Studies of AlxCrFeCoNiCu alloys with higher aluminium con-
tents ( x
1
≥
) have identified the occurrence of spinodal decom-
position and ordering of the dendritic constituent to form a co-
herent mixture of A2 and B2 phases, accompanied by precipitation E.J. Pickering et al. / Materials Science & Engineering A 645 (2015) 65–71 66 of Cu-rich particles [12,8,11]. In this study, high-resolution elec-
tron microscopy has been used to show, for the first time, that a
spinodal decomposition also occurs in the dendritic constituent of
Al0.5CrFeCoNiCu, leading to the formation of two fcc phases, fol-
lowing rapid cooling from the molten state. In addition, nano-scale
fcc precipitates were observed in the interdendritic regions in the
as-cast state, as well as after ageing and quenching. L12 pre-
cipitates were also observed, consistent with previous reports
[15,16]. Notably, the L12 precipitates were not uniquely confined to
either the dendritic or interdendritic areas, but were identified in
both regions in both the as-cast state and after ageing and
quenching. interdendritic materials is shown in the bright-field image in
Fig. 1a, in which the dendritic and interdendritic regions are la-
belled 1 and 2, respectively. The interdendritic material did not
appear to be homogeneous and contained precipitates that had
rectangular cross sections, which seemed to have similar crystal-
lographic orientations. These precipitates are indicated with ar-
rows in Fig. 1a. Electron diffraction patterns from both the den-
dritic and interdendritic regions are shown in Fig. 1b and c, re-
spectively. Both patterns contained superlattice reflections con-
sistent with the presence of an L12 phase, and showed that the
dendritic and interdendritic regions had the same crystallographic
orientation. Dark-field imaging, using the reflection indicated in
Fig. 1b and c, enabled the L12 phase present in both regions to be
examined using the same objective aperture location. The result-
ing image is shown in Fig. 1d, and confirmed the existence of L12
precipitates and an fcc matrix in both the dendritic and inter-
dendritic regions, with the L12 precipitates appearing larger in the
dendritic material. In the interdendritic material the larger rec-
tangular-cross-sectioned precipitates did not appear bright in
dark-field images using the superlattice reflections. 3.2. 1000 °C 1000 h Interestingly, these precipitates were observed in the dendritic
material in the as-cast state, not in the interdendritic material. It
was noted that the intensity of the L12 reflections was diminished
in the dendritic region (1), Fig. 4b. This may be indicative of a
lower volume fraction of the L12 phase, but it could also have
resulted from changes in the scattering contrast of the constituent
elements, or have been a consequence of size-induced peak
broadening. The large precipitates indicated in Fig. 4a appeared
dark in dark-field imaging. A similar interface between dendritic and interdendritic re-
gions was also analysed from material heat treated for 1000 h at
1000 °C. Fig. 4 shows the results of TEM, STEM-HAADF and STEM-
EDX investigations, with the dendritic and interdendritic regions
labelled 1 and 2, respectively. Bright-field TEM revealed relatively
large precipitates in both the dendritic and the interdendritic
material, labelled (i) and (ii) in Fig. 4a. The edges of the pre-
cipitates in the dendritic material appeared diffuse, while the
precipitates present in the interdendritic material were more nu-
merous and generally had a more defined shape. SADPs from both
dendritic and interdendritic regions comprised predominantly fcc
reflections, and demonstrated that both regions were very closely
oriented, Fig. 4b and c. L12 superlattice reflections were again
observed in the SADPs, and dark-field images were formed using
the reflections marked by the arrows in Fig. 4b and c. The resulting
dark-field image is shown in Fig. 4d and revealed extensive L12
precipitation in both dendritic and interdendritic areas, with the
L12 precipitates in the interdendritic material appearing coarser. These coarse L12 precipitates were of a similar size to those ob-
served in the Cu-rich spinodal material in the as-cast specimen. A STEM-HAADF image of the same interface is shown in Fig. 4e. EDX mapping was performed on the sub-region indicated by the
box, and the elemental concentration maps obtained are pre-
sented at the end of Fig. 4. These revealed that the dendritic ma-
terial was enriched in Cr, Co, Fe & Ni, and the interdendritic ma-
terial was Cu-rich. Consistent with the results obtained from the
as-cast material, the L12 precipitates in the dendritic material were
enriched in Ni, Al & Cu relative to the matrix, while the L12 pre-
cipitates in the Cu-rich interdendritic material were enriched in Ni
& Al. 3.1. As-cast material A
region containing
an
interface
between
dendritic
and 200 nm
200 nm
1
2
2
1
Fig. 1. TEM images and electron diffraction patterns from the as-cast material. (a) Bright-field image showing dendritic material (top, labelled 1) and interdendritic material
(bottom, labelled 2). Precipitates with rectangular cross-sections are arrowed. (b) and (c) show
114
〈
〉selected-area diffraction patterns (SADPs) from dendritic (1) and
interdendritic (2) materials, respectively. (d) Dark-field image formed using the superlattice reflection indicated in the SADPs. 200 nm 200 nm
1
2 1 2 2 200 nm Fig. 1. TEM images and electron diffraction patterns from the as-cast material. (a) Bright-field image showing dendritic material (top, labelled 1) and interdendritic material
(bottom, labelled 2). Precipitates with rectangular cross-sections are arrowed. (b) and (c) show
114
〈
〉selected-area diffraction patterns (SADPs) from dendritic (1) and
interdendritic (2) materials, respectively. (d) Dark-field image formed using the superlattice reflection indicated in the SADPs. 67 E.J. Pickering et al. / Materials Science & Engineering A 645 (2015) 65–71 200 nm
1
2
Fe
Al
Ni
Cr
Co
Cu
2
1
Fig. 2. The results of STEM imaging and STEM-EDX mapping of as-cast Al0.5CrFeCoNiCu. (a) HAADF image of the region examined, with dendritic and interdendritic regions
identified by 1 and 2, respectively. (b) and (c) 100
〈
〉SADPs from dendritic (1) and interdendritic (2) materials, respectively. STEM-EDX maps for Cr, Co, Fe, Al, Ni & Cu, using
the region indicated by the box in (a), are shown at the bottom of the figure. 200 nm
1
2 200 nm
Co Cr Fe Cr Cu Ni Al Ni Cu Al Fig. 2. The results of STEM imaging and STEM-EDX mapping of as-cast Al0.5CrFeCoNiCu. (a) HAADF image of the region examined, with dendritic and interdendritic regions
identified by 1 and 2, respectively. (b) and (c) 100
〈
〉SADPs from dendritic (1) and interdendritic (2) materials, respectively. STEM-EDX maps for Cr, Co, Fe, Al, Ni & Cu, using
the region indicated by the box in (a), are shown at the bottom of the figure. 4. Discussion The precipitation sequence for the aged material in Fig. 5 does
not include the large Cu- and Ni-rich precipitates that were ob-
served. These have been omitted as it is unclear at what point in
the sequence they formed, and because their crystal structures
have not been determined. Given their enrichment in fcc-forming
elements, it is likely that the precipitates are also fcc, but this was
not confirmed. The results of this study confirm that two fcc phases are the
predominant constituents in Al0.5CrFeCoNiCu in both the as-cast
state, and
after ageing
at
1000 °C
for
1000 h
followed
by
quenching. One is enriched in Cr, Co, Fe & Ni, which will subse-
quently be referred to as fcc1, while the other is enriched in Cu,
with some solubility for Ni & Al, fcc2. Similar fcc phases have been
identified in many of the previous Al0.5CrFeCoNiCu studies [7,13–
15] and the results obtained in this study are consistent with there
being two stable fcc phases at temperatures immediately below
the solidus, fcc1 and fcc2 [15,16]. On cooling from the solidus in
the as-cast state, our findings suggest that fcc1, which is likely to
have some solubility for Cu at high temperatures, spinodally de-
composes into fcc1 and fcc2 at lower temperatures, relieving any
Cu supersaturation. At lower temperatures still, the solubility of Ni
& Al in fcc2 decreases and, as a result, a Ni- & Al-rich L12 phase
precipitates. This occurs in the fcc2 present in both the spinodally
decomposed dendritic material and in the interdendritic regions. The solubility of Cr, Co & Fe is also reduced in the interdendritic
fcc2 at low temperatures, which leads to the precipitation of fcc1
as precipitates with rectangular cross-sections. This sequence is A previous study reported that the L12 precipitates found in
aged Al0.5CrFeCoNiCu were confined to the dendritic material [15]. Here, the use of high-resolution electron microscopy has demon-
strated that the L12 precipitates are, in fact, formed in both den-
dritic and interdendritic materials, in the as-cast state as well as
the aged condition. The same study also observed small deviations
around 1000 °C in differential-scanning calorimetry thermograms
for both as-cast and aged material, which could not be explained. In light of the results of this study, it is possible that these de-
viations were due to the dissolution of a second population of L12
precipitates in the interdendritic regions. 3.2. 1000 °C 1000 h These interdendritic L12 precipitates showed some solubility
for Co & Fe, but no detectable Cr. Another phase was also observed
to be present in the interdendritic material, in the form of Cr-, Co-
& Fe-rich precipitates that were smaller than the L12 particles. One 50 nm
Fe
Al
Ni
Cr
Co
Cu
Fig. 3. STEM-EDX elemental composition maps of the dendritic material in the as-cast state, showing a spinodally decomposed structure, with L12 phase precipitation in the
Cu-rich component. E.J. Pickering et al. / Materials Science & Engineering A 645 (2015) 65–71
68 68 E.J. Pickering et al. / Materials Science & Engineering A 645 (2015) 65–71 Cr Co Fe Cr Al Al Ni Cu maps of the dendritic material in the as-cast state, showing a spinodally decomposed structure, with L12 phase precipitation in the Fig. 3. STEM-EDX elemental composition maps of the dendritic material in the as-cast state, showing a spinodally decomposed str
Cu-rich component. Fig. 3. STEM-EDX elemental composition maps of the dendritic material in the as-cast state, showing a spinodally decomposed structure, with L12 phase precipitation in the
Cu-rich component. outlined in Fig. 5a. The size of the precipitates observed was
consistent with the high cooling rate that would have been ex-
perienced by the as-cast material as a result of rapid cooling on a
water-chilled copper hearth. of these precipitates is circled in the Cr, Co & Fe elemental maps. These small precipitates were not visible in bright-field imaging,
and they did not appear bright in the dark-field images formed
using the L12 superlattice reflections. These observations were
consistent with the precipitates having an fcc structure. In the material aged at 1000 °C for 1000 h, experimental evi-
dence suggests that the same two fcc phases are likely to have
been stable at high temperature. However, the composition of
both phases was altered subtly on ageing [12,13,15,16]. This ap-
pears to have eliminated the driving force for the spinodal de-
composition of the dendritic material on cooling. However, this
resulted in fcc1 retaining significant levels of Cu, Ni & Al, and these
elements subsequently formed L12 precipitates at lower tem-
peratures. In the interdendritic Cu-rich fcc2, a reduction in tem-
perature again led to decreased solubility for the other alloying
elements, resulting in the formation of L12 precipitates and fcc1. This sequence is shown in Fig. 5b. 3.2. 1000 °C 1000 h Importantly, the size of the
precipitates was found to be consistent with the rapid cooling
rates provided by water quenching. STEM-EDX mapping revealed that the large precipitates ob-
served in the bright-field images, labelled (i) and (ii) in Fig. 4a and
e, were not the same in the dendritic and the interdendritic re-
gions. The precipitates in the dendritic area, labelled (i), appeared
to be Ni-rich, while the more well-defined precipitates in the in-
terdendritic material, labelled (ii), were enriched in Cu. SADPs
from regions containing these precipitates showed extra diffrac-
tion spots, indicating the presence of other phases besides the fcc
and L12 phases described above. However, no information was
gathered that could further elucidate their crystal structures. 4. Discussion An alternative possibility
is that these deviations were caused by the dissolution of fcc
precipitates that had formed in their counterpart fcc phase, for
instance the circled precipitates in Fig. 4. A separate study of 69 E.J. Pickering et al. / Materials Science & Engineering A 645 (2015) 65–71 200 nm
200 nm
200 nm
1
(ii)
(i)
2
2
1
Fe
Al
Ni
Cr
Co
Cu
(ii)
(i)
(ii)
(i)
ld TEM image of a region containing an interface between dendritic (1) and interdendritic (2) materials following exposure at 1
e large precipitates in the dendritic and the interdendritic material are labelled (i) and (ii), respectively. (b) and (c) show 110
〈
( )
i
l
(d)
k fild i
f h
h
i
( ) f
d
i
h
l
i
fl
i
d i
(b) 200 nm
1
(ii)
(i)
2 1 1 2 2 200 nm 200 nm 200 nm
200 nm
Fe
Al
Ni
Cr
Co
Cu
(ii)
(i)
(ii)
(i)
Fig. 4. (a) Bright-field TEM image of a region containing an interface between dendritic (1) and interdendritic (2) materials following exposure at 1000 °C for 1000 h and
water quenching. The large precipitates in the dendritic and the interdendritic material are labelled (i) and (ii), respectively. (b) and (c) show 110
〈
〉SADPs from dendritic
(1) and interdendritic (2) areas, respectively. (d) Dark-field image of the area shown in (a) formed using the superlattice reflection arrowed in (b) and (c). (e) HAADF-STEM
image of the area shown in (a). EDX maps, from the sub-region indicated by the box in (e), are shown at the bottom of the figure. The large precipitates labelled (i) and (ii) are
indicated. An example of a small precipitate enriched in Cr, Co & Fe in the interdendritic area is circled. Cr Co Cr Fe Ni
(i) Al Ni Cu Fig. 4. (a) Bright-field TEM image of a region containing an interface between dendritic (1) and interdendritic (2) materials following exposure at 1000 °C for 1000 h and
water quenching. The large precipitates in the dendritic and the interdendritic material are labelled (i) and (ii), respectively. (b) and (c) show 110
〈
〉SADPs from dendritic
(1) and interdendritic (2) areas, respectively. (d) Dark-field image of the area shown in (a) formed using the superlattice reflection arrowed in (b) and (c). (e) HAADF-STEM
image of the area shown in (a). 4. Discussion EDX maps, from the sub-region indicated by the box in (e), are shown at the bottom of the figure. The large precipitates labelled (i) and (ii) are
indicated. An example of a small precipitate enriched in Cr, Co & Fe in the interdendritic area is circled. Al0.5CrFeCoNiCu has reported the presence of fine Cu-rich acicular
precipitates in dendritic material following cooling from the liquid
state at rates between 10 and 50 °C min1 [17]. The results of the
present study suggest that these precipitates were in fact part of
the fcc
fcc
fcc
1
1
2
→
+
spinodal decomposition, and that the scale of this spinodal decomposition increases with decreasing cooling
rate. Critically, the results of the present study are in contradiction
with the findings of the original Al0.5CrFeCoNiCu investigation
[12], and also with one of the most recent studies of the alloy [18]. E.J. Pickering et al. / Materials Science & Engineering A 645 (2015) 65–71 70 As-Cast
Dendritic
FCC1
FCC1
FCC1
FCC2
FCC2 + L12
FCC2 + L12
+ FCC1
FCC2 + L12
+ FCC1
FCC1 + L12
FCC2 + L12
+ FCC1
FCC1 + L12
FCC2 + L12
+ FCC1
FCC2 + L12
FCC2
FCC1
FCC2
Aged
Interdendritic
T
T
Decreasing temperature
Dendritic
Interdendritic
Fig. 5. A schematic representation of the precipitation sequence in Al0.5CrFeCoNiCu
on cooling from casting, and during water quenching after exposure for 1000 h at
1000 °C. strongly resemble the results of spinodal decomposition seen in
as-cast material here. As-Cast
Dendritic
FCC1
FCC1
FCC1
FCC2
FCC2 + L12
FCC2 + L12
+ FCC1
FCC2 + L12
+ FCC1
FCC2 + L12
FCC2
Interdendritic FCC2 + L12
+ FCC1
FCC1 + L12
FCC2 + L12
+ FCC1
FCC1 + L12
FCC1
FCC2
Aged
T
T
Decreasing temperature
Dendritic
Interdendritic Dendritic In explaining the results of Al0.5CrFeCoNiCu investigations,
authors have often referred to the precipitation kinetics as being
slow [12,14], following the belief that diffusion in HEAs is ‘slug-
gish’ [1,3,4]. However, the same studies present results that sug-
gest quite the opposite; precipitation and spinodal structures are
observed in as-cast AlxCrFeCoNiCu alloys, which are not consistent
with slow kinetics [12,15,17,18]. The precipitation, and spinodal
decomposition, observed in the alloy during rapid cooling in this
study provides evidence that kinetics are not slow or ‘sluggish’. 4. Discussion Indeed, the L12 precipitates observed here are of the same scale
that would be expected to form in Ni-based superalloys quenched
from above their γ’ solvus temperatures, suggesting that the pre-
cipitation characteristics are similar to existing alloys. Fig. 5. A schematic representation of the precipitation sequence in Al0.5CrFeCoNiCu
on cooling from casting, and during water quenching after exposure for 1000 h at
1000 °C. Fig. 6. XRD data showing the
311
{
} reflection of Al0.5CrFeCoNiCu after heat
treatment at 1000 °C for 1000 h and water quenching. The peak was fitted (bold
line) using three Gaussian functions (thin lines below data) corresponding to the
two fcc and the L12 phases. The K 1
α and K 2
α contributions were accounted for in all
cases. 5. Summary and conclusions The microstructure of Al0.5CrFeCoNiCu has been characterised
using a combination of high-resolution electron microscopy
techniques. Samples were studied in the as-cast state, and after
ageing for 1000 h at 1000 °C followed by water quenching. In the as-cast state, Al0.5CrFeCoNiCu was found to comprise two
fcc phases and an L12 phase. One fcc phase was rich in Cr, Co, Fe &
Ni, while the other was Cu rich. The L12 phase was rich in Ni & Al,
with some solubility for Cu. The two fcc phases and the L12 phase
were all present in both the dendritic and the interdendritic ma-
terial. In the dendritic regions, the two fcc phases appeared to have
formed through a spinodal decomposition. After ageing for 1000 h at 1000 °C followed by water quench-
ing, L12 precipitates were found in both the dendritic and inter-
dendritic areas, with precipitates of the fcc phase rich in Cr, Co, Fe
& Ni also appearing in the Cu-rich interdendritic material. Fine-
scale precipitation was prevalent in both as-cast and aged material
after rapid cooling, demonstrating that the precipitation kinetics
were not slow, as is often claimed for HEAs. Fig. 6. XRD data showing the
311
{
} reflection of Al0.5CrFeCoNiCu after heat
treatment at 1000 °C for 1000 h and water quenching. The peak was fitted (bold
line) using three Gaussian functions (thin lines below data) corresponding to the
two fcc and the L12 phases. The K 1
α and K 2
α contributions were accounted for in all
cases. Acknowledgements Both studies reported the existence of only one Cu-rich fcc phase,
consistent with fcc2, and an L12 phase rich in Cr, Co, Fe & Ni in the
material at low temperatures. These findings are surprising for
two reasons. First, it is unusual to find an L12 phase rich in Cr, Co,
Fe & Ni, as the elements are known to form stable fcc solid solu-
tions in their respective ternary systems [19,20]. Second, the XRD
patterns that are presented by the more recent study show pro-
nounced asymmetry on a number of fcc peaks [18], which could be
consistent with the presence of another fcc phase. XRD spectra
from the two material conditions examined in the present
manuscript were reported in a previous study, and showed evi-
dence of at least two contributions to each fcc reflection [16]. Here,
using a similar analysis approach with data obtained from a
higher-resolution instrument, contributions from at least three
phases were identified in the high-angle reflections, where peak
separation is greatest. By way of example, the measured data and
associated fit for the
311
{
} reflections from a sample in the heat
treated condition are shown in Fig. 6. The fit comprises three
Gaussian functions, individually shown below the experimental
data, which correspond to the two fcc phases and the L12 phases
identified in Fig. 4. Unfortunately, the XRD patterns presented by
the original study are not clear enough to discern whether
asymmetry is present or not [12], but it is clear that in dark-field
imaging the dendritic areas did not appear to comprise solely an
L12 phase (Fig. 5 in [12]). Indeed, the dark features in the figure The authors acknowledge funding from Rolls-Royce plc and the
EPSRC under the Rolls-Royce/EPSRC Strategic Partnership (EP/
M005607/1). Requests for access to the underlying research data
should be directed to the corresponding author, and will be con-
sidered against commercial interests and data protection. This paper can also be viewed at https://www.repository.cam. ac.uk/handle/1810/249206. [6] M.-R. Chen, S.-J. Lin, J.-W. Yeh, S.-K. Chen, Y.-S. Huang, M.-H. Chuang, Effect of
vanadium addition on the microstructure, hardness, and wear resistance of
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https://www.nature.com/articles/s41598-022-22026-1.pdf
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English
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CA125 as a predictor of endometrial cancer lymphovascular space invasion and lymph node metastasis for risk stratification in the preoperative setting
|
Scientific reports
| 2,022
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cc-by
| 5,494
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(2022) 12:19783
| https://doi.org/10.1038/s41598-022-22026-1
CA125 as a predictor
of endometrial cancer
lymphovascular space inva
and lymph node metastasi
stratification in the preope
setting
K. Shawn LyBarger1,2*, Hunter A. Miller3 & Hermann B. Frieboes3,4,5,
Endometrial cancer (EC) is the most common malignancy of the female repr
antigen 125 (CA125) is a serum tumor marker widely reported in EC patients
poor prognostic factors such as grade 3 tumors, deep myometrial invasion,
(LNM), and extra-uterine disease. This retrospective study stratifies pre-ope
evaluate odds ratios (OR) and relative risk (RR) between CA125 levels and th
lymphovascular space invasion (LVSI), grade, and stage. Patient charts for w
with a diagnosis of EC and pre-operative or within one week CA125 measure
to January 2015 at a regional hospital were reviewed. OR and RR were deter
maximum likelihood estimation for CA125 levels as the predictor with stagin
and +LNM as outcomes. The largest increase in risk for patients having stage
greater (1.52-fold risk) while largest increase in risk for patients having stag
greater (1.67-fold risk), both at CA125 ≥ 222U/ml. Patients with CA125 ≥ 122
increased risk of +LNM, with maximum increase in risk of 98% (1.98-fold risk
with CA125 ≥ 175U/ml had significantly increased risk of +LVSI, with maximu
(1.39-fold risk) at 222U/ml. This study shows that elevated CA125 levels corr
stage, +LVSI, and +LNM in patients with EC. Abbreviations
RR
Relative risk
CA125
Cancer antigen 125
EC
Endometrial cancer
FIGO
International Federation of Gynecology and Obstetrics
MI
Myometrial invasion
DVT
Deep vein thrombosis
LVSI
Lymphovascular space invasion
+LVSI
Positive LVSI diagnosis
LNM
Lymph node metastasis
+LNM
Positive LNM diagnosis
PEN
1Sarah Cannon Cancer Institute, HCA MidAmerica, HCA Midwest Health,
USA. 2Department of Obstetrics and Gynecology, University of Missouri, Kansas
of Bioengineering, University of Louisville, Louisville, KY, USA. 4Department of P
University of Louisville, Louisville, KY, USA. 5UofL Health – Brown Cancer Cen
Louisville, KY, USA. 6Center for Predictive Medicine, University of Louisville,
kristopher.lybarger@hcahealthcare.com www.nature.com/scientificreports www.nature.com/scientificreports CA125 as a predictor
of endometrial cancer
lymphovascular space invasion
and lymph node metastasis for risk
stratification in the preoperative
setting
OPEN K. Shawn LyBarger1,2*, Hunter A. Miller3 & Hermann B. Frieboes3,4,5,6 Endometrial cancer (EC) is the most common malignancy of the female reproductive system. Cancer
antigen 125 (CA125) is a serum tumor marker widely reported in EC patients, particularly those with
poor prognostic factors such as grade 3 tumors, deep myometrial invasion, lymph node metastasis
(LNM), and extra-uterine disease. This retrospective study stratifies pre-operative CA125 levels to
evaluate odds ratios (OR) and relative risk (RR) between CA125 levels and the likelihood of +LNM,
lymphovascular space invasion (LVSI), grade, and stage. Patient charts for women 18 years or older
with a diagnosis of EC and pre-operative or within one week CA125 measurement from January 2000
to January 2015 at a regional hospital were reviewed. OR and RR were determined by unconditional
maximum likelihood estimation for CA125 levels as the predictor with staging, grade, +LVSI
and +LNM as outcomes. The largest increase in risk for patients having stage I/II/III disease was 52%
greater (1.52-fold risk) while largest increase in risk for patients having stage III/IV disease was 67%
greater (1.67-fold risk), both at CA125 ≥ 222U/ml. Patients with CA125 ≥ 122U/ml had significantly
increased risk of +LNM, with maximum increase in risk of 98% (1.98-fold risk) at 222U/ml. Patients
with CA125 ≥ 175U/ml had significantly increased risk of +LVSI, with maximum increase in risk of 39%
(1.39-fold risk) at 222U/ml. This study shows that elevated CA125 levels correspond to increased
stage, +LVSI, and +LNM in patients with EC. Abbreviations
RR
Relative risk
CA125
Cancer antigen 125
EC
Endometrial cancer
FIGO
International Federation of Gynecology and Obstetrics
MI
Myometrial invasion
DVT
Deep vein thrombosis
LVSI
Lymphovascular space invasion
+LVSI
Positive LVSI diagnosis
LNM
Lymph node metastasis
+LNM
Positive LNM diagnosis 1Sarah Cannon Cancer Institute, HCA MidAmerica, HCA Midwest Health, Kansas City, MO 64132,
USA. 2Department of Obstetrics and Gynecology, University of Missouri, Kansas City, MO, USA. 3Department
of Bioengineering, University of Louisville, Louisville, KY, USA. 4Department of Pharmacology and Toxicology,
University of Louisville, Louisville, KY, USA. 5UofL Health – Brown Cancer Center, University of Louisville,
Louisville, KY, USA. 6Center for Predictive Medicine, University of Louisville, Louisville, KY, USA. *email:
kristopher.lybarger@hcahealthcare.com www.nature.com/scientificreports/ Endometrial cancer (EC) is the most common malignancy of the female reproductive system in developed
countries. According to the American Cancer Society, approximately 66,570 new cases of cancer of the body
of the uterus were diagnosed in 2021, and almost 12,940 women will die from the disease1. A rising incidence
of EC has been reported partly due to the obesity epidemic in the United States2. Consequently, the number of
women diagnosed with EC is expected to significantly increase in coming years.hi Endometrial cancer (EC) is the most common malignancy of the female reproductive system in developed
countries. According to the American Cancer Society, approximately 66,570 new cases of cancer of the body
of the uterus were diagnosed in 2021, and almost 12,940 women will die from the disease1. A rising incidence
of EC has been reported partly due to the obesity epidemic in the United States2. Consequently, the number of
women diagnosed with EC is expected to significantly increase in coming years.hi g
gi
y
g y
The identification of those at highest risk of recurrence is vital in treatment planning. Since 1998 the Inter-
national Federation of Gynecology and Obstetrics (FIGO)3 has undergone several iterations of the surgical
staging of EC. In an effort to achieve postoperative pathological staging, the primary surgical procedure for
patients with all stages is a total hysterectomy with bilateral salpingo-oophorectomy and some form of lymph
node sampling, whether sentinel lymph nodes or systematic lymphadenectomy. The addition of pelvic and or
para-aortic lymph node dissection depending on various factors, such as tumor size, grade, subtype, myometrial
invasion (MI), lymphovascular space invasion (LVSI), cervical involvement, and extrauterine metastasis is also
performed4,5. Despite this, extensive lymphadenectomy has been linked to an increased incidence of surgical
related complication such as lymphedema, deep vein thrombosis (DVT), intraoperative hemorrhage, and lym-
phocyst formation5. Further, lymph node sampling does not necessarily improve survival6. Several studies have
argued whether a lymphadenectomy should be performed in patients with tumor size < 2 cm, tumor grade 1 or
2, endometrioid subtype, and < 50% myometrial invasion7, since the chance of lymph node metastasis (LNM)
is < 5%8. While routine lymphadenectomy does not improve disease-free or overall survival, positive lymph
nodes do aid in the prognosis and management of the disease. www.nature.com/scientificreports/ Knowledge of patients with a higher risk of lymph
node involvement preoperatively would be beneficial when planning for surgery and discussing prognosis and
surgical procedure with patients.h g
p
p
The use of cancer antigen 125 (CA125) as a predictor of endometrial cancer lymphovascular space invasion
and lymph node metastasis remains understudied. CA125 is a serum tumor marker widely used in epithelial
ovarian cancers9. Ever since it was found that serum CA125 levels increased with the clinical course of some
malignancies10, its use as a tumor marker has been reported in EC patients, particularly those with poor prognos-
tic factors such recurrences, grade 3 tumors, deep myometrial invasion, LNM, and extrauterine disease. Previous
work has evaluated preoperative serum CA125 levels as a predictor of metastatic disease and survival11,12. While
studies have attempted to stratify CA125 utility, its clinical value in the evaluation of EC remains ambiguous since
it can be mildly elevated in other non-malignant conditions13,14. Its use either in combination with imaging or
alone may be able to help predict or stratify patients in a preoperative setting. Further, the marker is considered
partially helpful in evaluating patients with significant comorbidities and perioperative risk who may not be
candidates for comprehensive staging15. Additionally, CA125 has been incorporated into several preoperative
predictive models with varying degrees of success. Clinically, CA125 can be a sensitive marker when using a
cutoff of 35U/ml since only around 1% of healthy women have greater levels16. Furthermore, 6% of women with
benign disease and 23% of women with no gynecological cancers have levels ≥ 35U/ml16, with elevated levels in
over 80% of women with non-mucinous ovarian cancer. Ideally, to minimize overtreatment and complications following a lymphadenectomy in EC patients, risk
factors for + LNM could be used to distinguish patients more likely to benefit from lymphadenectomy versus
those who would not. Therefore, the purpose of this study was to identify odds ratios (OR) and relative risks
(RR) between pre-operative CA125 levels and the likelihood of + LNM, + LVSI, high grade, and advanced stage. | https://doi.org/10.1038/s41598-022-22026-1 Scientific Reports | (2022) 12:19783 www.nature.com/scientificreports/ Results A total of 890 patients with a diagnosis of endometrial cancer were included in the primary analysis, out of which
413 had pre-operative staging information, 414 had pre-operative grade information, 449 had LVSI information,
and 411 had LNM information (Fig. 1). Patient statistics are summarized in Table 1.hi g
Median and average CA125 levels across all groups is shown in Fig. 2. There is a significant increase in both
median and average CA125 for + LNM and + LVSI. Additionally, CA125 generally increased as stage and grade
increased.i RR and OR trends between CA125 levels and all patient classifications are shown in Figs. 3 and 4, respectively. Generally, RR and OR at a CA125 threshold below 35U/ml was associated with a better outcome (0 ≤ RR < 1,
0 ≤ OR < 1) and above 35U/ml was associated with a worse outcome (RR > 1, OR > 1). RR and OR tended to
increase above a CA125 threshold of 35U/ml for all patient classifications.ii i
RR and OR values that were found to be statistically significant are shown for all patient classifications in
Fig. 5 The trends between OR and RR were the same. Patients having a CA125 of 9U/ml, 10U/ml, or 12U/ml
had a decrease in risk of + LNM by 87, 88, and 72% respectively (0.13 fold, 0.12 fold, and 0.28 fold risk). This
was the only decrease in risk that was significant. The largest increase in risk for patients having stage II/III/
IV disease was 52% greater (1.52 fold risk) than for stage I while the largest increase in risk for patients having
stage III/IV disease was 66% greater (1.66 fold risk), both at a CA125 level of 222U/ml or greater. The lowest
CA125 threshold showing a significantly increased risk for stage II/III/IV (compared to stage I) and stage III/IV
(compared to stage I/II) was 117U/ml and 120U/ml, respectively. Patients with a CA125 of 122U/ml or greater
had a significantly increased risk of + LNM, with a maximum increase in the risk of 97% (1.97 fold risk) at a
CA125 of 222U/ml. Patients with a CA125 of 199 U/ml or greater had a significantly increased risk of + LVSI,
with a maximum increase in the risk of 38% (1.38 fold risk) at a CA125 of 222U/ml. No significant differences
were found with respect to grade. Scientific Reports | (2022) 12:19783 | https://doi.org/10.1038/s41598-022-22026-1 www.nature.com/scientificreports/ Figure 1. Results Classification of patient population based on outcome measures. Patients within each group
are not mutually exclusive, with 342 patients having information available for each of the four groups. LVSI = lymphovascular space invasion; LNM = lymph node metastasis. Figure 1. Classification of patient population based on outcome measures. Patients within each group
are not mutually exclusive, with 342 patients having information available for each of the four groups. LVSI = lymphovascular space invasion; LNM = lymph node metastasis. Table 1. Summary statistics of patient population. LVSI Lymphovascular space invasion, LNM Lymph node
metastasis. 95% CI is shown in parentheses for Average Age at Diagnosis, Median CA125, and Average CA125. Patient population (n = 890)
With staging
information
CA125 ≤ 35
CA125 > 35
Average age
at diagnosis
Median CA125 (U/ml)
Average CA125
(U/ml)
Total
413 (46.4% of patients)
340 (82.3%)
73 (17.7%)
62.4 (61.3–63.5)
12 (11–13)
66.0 (39.22–101.79)
Stage I
307 (34.5%)
289 (94.1%)
18 (5.9%)
61.5 (60.2–62.8)
10 (9–11)
15.8 (13.1–19.3)
Stage II
23 (2.6%)
16 (69.6%)
7 (30.4%)
68.5 (63.9–73.0)
13 (7–33)
24.2 (14.8–33.6)
Stage III
56 (6.3%)
27 (48.2%)
29 (51.8%)
63.4 (60.2–66.6)
38.5 (23.0–58.5)
109.6 (67.2–159.5)
Stage IV
27 (3.0%)
8 (29.6%)
19 (70.4%)
65.1 (61.6–68.7)
98 (37–175)
582.3 (197.9–1069.2)
With LVSI information
Total
449 (50.5% of patients)
365 (81.3%)
84 (18.7%)
62.8 (61.7–63.8)
12 (11–13)
66.6 (39.5–99.83)
−LVSI
341 (76.0%)
307 (90.0%)
34 (10.0%)
62.3 (61.19–63.5)
11 (9–11)
31.3 (19.6–45.9)
+LVSI
108 (24.0%)
58 (53.7%)
50 (46.3%)
64.2 (61.9–66.4)
32.5 (24–40)
178.1 (81.1–316.8)
With LNM information
Total
411 (46.2% of patients)
341 (83.0%)
70 (17.0%)
62.7 (61.6–63.7)
12 (11–13)
53.3 (34.9–76.9)
−LNM
364 (88.6%)
324 (89.0%)
40 (11.0%)
62.6 (61.5–63.8)
11 (10–12)
36.6 (21.4–58.9)
+LNM
47 (11.4%)
17 (36.2%)
30 (63.8%)
63.1 (59.8–66.4)
55 (34–83)
184.4 (97.8–297.4)
With grade information
Total
414 (46.5% of patients)
341 (82.5%)
73 (17.5%)
62.7 (61.7–63.8)
12 (11–13)
62.5 (36.43–99.7)
Grade 1
281 (67.8%)
253 (90.0%)
28 (10.0%)
62.1 (60.8–63.3)
11 (10–12)
23.5 (17.3–31.3)
Grade 2
62 (15.0%)
52 (83.9%)
10 (16.1%)
63.8 (60.7–66.8)
12 (9.0–13.5)
30.2 (17.8–45.7)
Grade 3
71 (17.1%)
36 (50.7%)
35 (49.3%)
64.7 (62.1–67.4)
34 (20–52)
244.9 (104.9–432.6) Table 1. Summary statistics of patient population. LVSI Lymphovascular space invasion, LNM Lymph node
metastasis. 95% CI is shown in parentheses for Average Age at Diagnosis, Median CA125, and Average CA125. Discussion
i
fi di Main findings. It is well known that improved preoperative risk stratification for EC is crucial due to the
increased number of cases in the United States as well as the morbidity and mortality in high risk and advanced-
stage disease. In the current analysis, we demonstrate that an elevated preoperative CA125 is associated with an
increased risk of elevated stage, + LVSI, + LNM, and higher grade, all of which are associated with less favora-
ble outcomes. In particular, this study demonstrates that a CA125 level of ≥ 222U/ml is associated with a 1.66
(1.14–2.44 95%CI) fold risk of having stage III/IV disease. Since a proportion of EC patients are first identified
and some incidentally treated by general gynecologists, being able to risk-stratify patients preoperatively into
low-risk versus high-risk is of utmost importance to ensure not only accurate patient referral to gynecologic
oncologists but also to select appropriate surgical procedures. https://doi.org/10.1038/s41598-022-22026-1 Scientific Reports | (2022) 12:19783 | www.nature.com/scientificreports/ Figure 2. Median CA125 (U/ml) (left) and average CA125 (U/ml) (right) for all patient classifications. LVSI = lymphovascular space invasion; LNM = lymph node metastasis. Bars represent 95% CI. For medians, a
Wilcoxon rank-sum test was used for statistical significance. For averages, a student’s T-test was used. *p ≤ 0.05;
**p ≤ 0.01; ***p ≤ 0.001. Figure 2. Median CA125 (U/ml) (left) and average CA125 (U/ml) (right) for all patient classifications. LVSI = lymphovascular space invasion; LNM = lymph node metastasis. Bars represent 95% CI. For medians, a
Wilcoxon rank-sum test was used for statistical significance. For averages, a student’s T-test was used. *p ≤ 0.05;
**p ≤ 0.01; ***p ≤ 0.001. Figure 3. Relative risk (RR) for all CA125 thresholds from 1 to 222. RR for baseline CA125 of 35U/ml is equal
to 1.0. P values for OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI
was calculated using a normal approximation. Bars represent 95% CI. Figure 3. Relative risk (RR) for all CA125 thresholds from 1 to 222. RR for baseline CA125 of 35U/ml is equal
to 1.0. P values for OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI
was calculated using a normal approximation. Bars represent 95% CI. Scientific Reports | (2022) 12:19783 | https://doi.org/10.1038/s41598-022-22026-1 www.nature.com/scientificreports/ Figure 4. Odds ratio (OR) for all CA125 thresholds from 1 to 222. Methods
d
d Study design subjects and settings. This is a large single-center retrospective chart review of 890
patients diagnosed and surgically staged for EC between January 2000 to January 2015 at WellSpan York Hos-
pital. Female patients over the age of 18 years old with a diagnosis of endometrial cancer and a pre-operative
or within one week CA125 level were eligible for inclusion. All research was performed in accordance with the
relevant institutional guidelines and regulations. Data collection. Data were abstracted using the PowerChart and E-care electronic medical records systems. Collected data included patient age at diagnosis, preoperative CA125 value, the procedure performed (total,
subtotal or radical hysterectomy), both preoperative as well as postoperative histology, cancer grade (1/2/3),
positive/negative lymph nodes, positive/negative lymphovascular invasion, pathologic stage (I/II/III/IV), pelvic/
abdominal metastasis, race/ethnicity, physical exam findings, radiological imaging, and laboratory findings. The
reference range of CA 125 is 0–35 units/mL (0–35 kU/L). The cutoff of 35 kU/L for CA 125 was determined
from the distribution of values in healthy individuals to include 99% of the normal population23. CA 125 meas-
urements were obtained with electrochemiluminescence Elecsys CA 125 II assay (Roche, Indianapolis, IN) and
quantified by Labcorp (Burlington, NC). Currently, the standard method for assessing LVSI is light microscopic
examination of haematoxylin and eosin (H&E) stained sections as the presence of tumor emboli within vascular
channels lined by endothelial cells. The majority of patients had either endometroid adenocarcinoma (75.2%),
serous (5.5%), mucinous (1.3%), clear cell (1.3%), mixed cell (4.2%) or carcinosarcoma (3.0%) histology, while
the remainder had other histology subtypes (9.5%). Patients were subjected to either systematic lymphadenec-
tomy or sentinel node sampling as determined by the operating physician in accordance with standard clinical
protocol. Both pre-operative and post-operative pathology were analyzed by the same clinical oncology/pathol-
ogy team. Exclusion criteria. Patients with a historical diagnosis of endometrial cancer, those who did not have a
documented CA1-25 level, pregnant women, or those who had been previously staged surgically were excluded
from the study. Outcome variables. The primary outcome was to determine OR and RR between a preoperative CA125
level and the likelihood of lymph node metastases, lymphovascular invasion, advanced stage, and high grade. Based on CA125 levels, a secondary outcome was to identify CA125 ranges that correspond to these variables. Statistical analysis. www.nature.com/scientificreports/ elevated in the preoperative workup, it may be able to predict the need for further imaging, tests or biopsies
prior to surgery, or better prepare patients for potential procedures to be incurred intraoperatively in the event
of advanced malignancies.i elevated in the preoperative workup, it may be able to predict the need for further imaging, tests or biopsies
prior to surgery, or better prepare patients for potential procedures to be incurred intraoperatively in the event
of advanced malignancies.i g
Limitations of this study include a single-center retrospective study and lack of evaluation of a specific age
associated with CA125. In addition, since elevated CA125 levels can occur in various benign gynecologic condi-
tions and other disease states, such as leiomyoma and endometriosis, elevated CA125 may not be an ideal serum
biomarker in premenopausal patients. Interpretation. Endometrial cancer is staged according to well defined and evidence-based surgical stag-
ing protocols, as clinical staging is less accurate and cannot assess LVSI, grade, or LNM. Proper surgical staging
including lymph node assessment is crucial, especially in those with high-risk preoperative features to provide
the best prognostic information. Previous studies have examined the predictive accuracy of high-risk features
in endometrial cancer and serum markers such as CA125. Levels of CA125 ≥ 21.2 U/mL predicted + LVSI in
women with EC in a study by Zhou et al.17. Logistic regression models were used in Yang et al.18 and Anton
et al.19 to predict + LNM in EC patients. CA125 was found to be useful for predicting high-risk patients, includ-
ing + LNM, by Zamani et al.20. Preoperative CA125 levels were significantly associated with deep myometrial
invasion, advanced stage, and extrauterine and node metastasis in a study by Chen et al.21. Our study confirmed
similar findings with a CA125 level of ≥ 222U/ml having up to a 38% (1.38 fold risk, 1.03–1.84 95%CI) increase
in the risk of LVSI. Also, using the same level gives a significantly increased risk of + LNM with the maximum
increase in the risk of 98% (1.98 fold risk, 1.14–3.43 95% CI) for a CA125 of ≥ 222U/ml. These data are further
supported by the study by Antonsen et al.22, showing CA125 as a strong predictor for the presence of + LNM. Conclusion Our study was able to stratify CA125 levels with respect to increases in stage, + LVSI, + LNM, and grade in
patients with EC. Further, we were able to quantify specific values at which the risk for the presence of high-risk
features in the preoperative patient with EC could be utilized to better risk-stratify patients before surgery. These
data could also be used to minimize potential postoperative risks in patients who are poor surgical candidates. Evaluation of CA125 in relation to other potential clinical variables to enable a multivariable analysis will be
considered in follow-on work. Discussion
i
fi di OR for baseline CA125 of 35U/ml is equal to
1.0. P values for OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI was
calculated using a normal approximation. Bars represent 95% CI. Figure 4. Odds ratio (OR) for all CA125 thresholds from 1 to 222. OR for baseline CA125 of 35U/ml is equal to
1.0. P values for OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI was
calculated using a normal approximation. Bars represent 95% CI. Figure 5. Relative risk (RR) (A) and odds ratio (OR) (B) of significant (p ≤ 0.05) CA125 thresholds. P values for
OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI was calculated using
a normal approximation. Bars represent 95% CI. Figure 5. Relative risk (RR) (A) and odds ratio (OR) (B) of significant (p ≤ 0.05) CA125 thresholds. P values for
OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI was calculated using
a normal approximation. Bars represent 95% CI. Figure 5. Relative risk (RR) (A) and odds ratio (OR) (B) of significant (p ≤ 0.05) CA125 thresholds. P values for
OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI was calculated using
a normal approximation. Bars represent 95% CI. Figure 5. Relative risk (RR) (A) and odds ratio (OR) (B) of significant (p ≤ 0.05) CA125 thresholds. P values for
OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the CI was calculated using
a normal approximation. Bars represent 95% CI. Strengths and limitations. In contrast to previous work, this study stratifies specific CA125 ranges at
which there is an increase in relative risk of having a more advanced stage, higher grade, + LNM, and + LVSI. In
this way, patients can be better risk-stratified in the preoperative period, allowing for more informed discussions
regarding treatment options and having the improved knowledge of these risks during surgery. Previous studies
have found that patients with deep myometrial invasion, + LVSI, or lymph node metastasis can have significantly
elevated CA125. As such, CA125 levels are a marker in both preoperative and recurrent settings. If CA125 is https://doi.org/10.1038/s41598-022-22026-1 Scientific Reports | (2022) 12:19783 | www.nature.com/scientificreports/ www.nature.com/scientificreports/ tionship between patient groups and outcomes26. For CA125 averages and medians, 95% confidence intervals
were produced with a non-parametric bootstrap method using boot function from the boot package where the
number of resampling iterations was 1000 and the statistic was the average or median, respectively. P values for
comparing medians and means were calculated using Wilcoxon rank-sum test and unpaired student’s T-test,
respectively. P values for OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the
CI was calculated using a normal approximation. tionship between patient groups and outcomes26. For CA125 averages and medians, 95% confidence intervals
were produced with a non-parametric bootstrap method using boot function from the boot package where the
number of resampling iterations was 1000 and the statistic was the average or median, respectively. P values for
comparing medians and means were calculated using Wilcoxon rank-sum test and unpaired student’s T-test,
respectively. P values for OR and RR were calculated with Fisher’s exact test using a two-sided 95% CI, where the
CI was calculated using a normal approximation. Data classification. OR and RR were determined for CA125 levels as the predictor with staging,
grade, + LVSI, and + LNM as outcomes. All RR and OR values were calculated relative to a CA125 level of 35U/
ml or below being considered normal. Staging was subclassified as follows: stage I versus stage II/III/IV; stage
I/II versus stage III/IV; stage I/II/III versus stage IV. Grade was subclassified as follows: grade 1 versus grade
2/3; grade 1/2 versus grade 3. CA125 thresholds were incremented by 1U/ml from 1 to 222 with OR and RR re-
calculated at every threshold. A CA125 level of 35 U/ml was used as a baseline, as values at or below this level
are considered normal. Ethics approval. The study was approved by Institutional Review Board (IRB) at York Hospital Human
Subjects Research Protection Program Office (IRB number 731831-1). The study was exempt from informed
consent. References 1. ACS. Key Statistics for Endometrial Cancer. Available from: https://www.cancer.org/cancer/endometrial-cancer/about/key-stati
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1417–1422 (1998).h n, T. R. The R Project for Statistical Computing. Methods
d
d Data analyses were conducted in the R programming language (version 4.0.2)24, with
scripts that utilized functions from the following R packages: Odds ratios (OR) and relative risk (RR) were
calculated by unconditional maximum likelihood estimation (Wald) using oddsratio and riskratio functions
from epitools package25. In this retrospective study, both RR and OR were calculated to improve data interpreta-
tion and avoid exaggerated estimates, as OR has the possibility to overestimate event odds when there is a rela- https://doi.org/10.1038/s41598-022-22026-1 Scientific Reports | (2022) 12:19783 | www.nature.com/scientificreports/ Acknowledgements
h
f ll
k
l g
Authors gratefully acknowledge Dr. Timothy McGuiness (formerly at Gynecologic Oncology, WellSpan Health,
York, PA) for assistance with the clinical program coordination. Competing interests h The authors declare no competing interests. Author contributions Clinical data collection and initial assessment: K.S.L. Clinical program coordination: K.S.L. Odds ratios and
relative risk analysis: H.A.M. Development of manuscript structure and data presentation: K.S.L., H.A.M., H.B.F. Writing and revision of the manuscript: K.S.L., H.A.M., H.B.F. Additional information Correspondence and requests for materials should be addressed to K.S.L. Correspondence and requests for materials should be addressed to K.S.L. References Available from: ww h
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5. Aragon, T. J. CRAN—Package epitools. Available from: https://cran.r-project.org/web/packages/epitools/index.html (2021). h
25. Aragon, T. J. CRAN—Package epitools. Available from: https://cran.r-project.org/web/packages/ 25. Aragon, T. J. CRAN—Package epitools. Available from: https://cran.r-project.org/web/packages/epitools/index.html (2021). 26. Ranganathan, P., Aggarwal, R. & Pramesh, C. S. Common pitfalls in statistical analysis: Odds versus risk. Perspect. Clin. Res. 6(4), 25. Aragon, T. J. CRAN
Package epitools. Available from: https://cran.r project.org/web/packages/epitools/index.html (2021). 26. Ranganathan, P., Aggarwal, R. & Pramesh, C. S. Common pitfalls in statistical analysis: Odds versus risk. Perspect. Clin. Res. 6(4),
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222–224 (2015). Scientific Reports | (2022) 12:19783 | https://doi.org/10.1038/s41598-022-22026-1 www.nature.com/scientificreports/ © The Author(s) 2022 Reprints and permissions information is available at www.nature.com/reprints. Reprints and permissions information is available at www.nature.com/reprints. Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and
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https://dmsjournal.biomedcentral.com/counter/pdf/10.1186/s13098-022-00959-x
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Hypoglycemia unawareness identified by continuous glucose monitoring system is frequent in outpatients with type 2 diabetes without receiving intensive therapeutic interventions
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Diabetology & metabolic syndrome
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Abstract Background: Patients with diabetes are prone to asymptomatic hypoglycemia (AH) due to diminished ability to
perceive the onset of hypoglycemia. However, the actual prevalence and influencing factors of AH in outpatients with
type 2 diabetes (T2DM) have not been well investigated. Methods: A total of 351 outpatients with T2DM underwent glucose monitoring by continuous glucose monitor-
ing system (CGMS) for consecutive 72 h without changing their lifestyle and treatment regimens. Hypoglycemia is
defined as a blood glucose level less than 3.9 mmol/L, which was further divided into Level 1 hypoglycemia (blood
glucose 3.0–3.9 mmol/L) and Level 2 hypoglycemia (blood glucose < 3.0 mmol/L). Univariate and multivariate logistic
regression analyses were used to determine the possible risk factors of AH. Results: In all 351 subjects studied, 137 outpatients (39.0%) were captured AH events, in which Level 1 AH and Level
2 AH accounted for 61.3% and 38.7%, respectively. 85 (62.0%) of the AH patients experienced nocturnal asympto-
matic hypoglycemia (NAH) and 25 (18.2%) exclusively NAH. Multivariate logistic regression analysis demonstrated
that patients with younger age, lower hemoglobin A1c (HbA1c), and higher systolic blood pressure (SBP) levels were
associated with increased risk of AH. While after further grading of AH, male sex and Dipeptidylpeptidase-4 inhibitors
(DPP4i) regime were shown to be associated with lower risk of Level 2 AH. †Bingkun Huang and Qiuhui Jiang contributed equally to this work and share
first authorship †Bingkun Huang and Qiuhui Jiang contributed equally to this work and share
first authorship *Correspondence: shixiulin2002@163.com; xmlixuejun@163.com 1 Department of Endocrinology and Diabetes, Xiamen Diabetes Institute,
Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen
Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabetes
Translational Medicine, The First Affiliated Hospital of Xiamen University,
School of Medicine, Xiamen University, Xiamen, China
Full list of author information is available at the end of the article Hypoglycemia unawareness identified
by continuous glucose monitoring system
is frequent in outpatients with type 2 diabetes
without receiving intensive therapeutic
interventions Bingkun Huang1†, Qiuhui Jiang1,2†, Ting Wu1,2, Qingbao Shen1, Wengui Wang1, Shoubi Wang1,3,
Yinxiang Huang1, Shunhua Wang1, Peiying Huang1, Mingzhu Lin1, Xiulin Shi1* and Xuejun Li1* Huang et al.
Diabetology & Metabolic Syndrome (2022) 14:180
https://doi.org/10.1186/s13098-022-00959-x Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180
https://doi.org/10.1186/s13098-022-00959-x Diabetology &
Metabolic Syndrome Open Access Introduction Hypoglycemia is well-recognized as one of the most
severe complications and therapy-limited factors of
patients with diabetes (reviewed by Amiel SA et al.) [1]. It has been reported that hypoglycemia could not only
cause unpleasant symptoms, impaired cognitive func-
tion, diminished productivity, but also result in long-
term chronic vascular complications of diabetes and
affect the lifespan [2]. Theoretically, when hypoglyce-
mia occurs, counter-regulatory systems are normally
activated and patients with diabetes tend to develop the
characteristic neuroglycopenic and adrenergic symptoms
of hypoglycemia, which is regarded as a protective mech-
anism [3, 4]. Whereas, in clinical practice, there are quite
a few patients experiencing hypoglycemia episodes with-
out any sensed symptoms, which is defined as asympto-
matic hypoglycemia (AH). AH accounted for 36% of the
hypoglycemia events that occurred while subjects were
awake, according to the Diabetes Control and Compli-
cations Trial (DCCT) [4]. Studies by Gold et al. [5] and
Akram et al. [6] have revealed that being the most criti-
cal risk factor for severe hypoglycemia, impaired percep-
tion of hypoglycemia could lead to a six-fold increase in
the frequency of severe hypoglycemia, thus significantly
increasing the potential risks of severe adverse events
[7]. Additionally, antecedent hypoglycemia attacks could
shift glycemic thresholds for autonomic and sympto-
matic responses to lower plasma glucose concentrations
and further aggravate impaired awareness of hypogly-
cemia, with evidence that avoiding such exposure could
restore consciousness and terminate the vicious cycle of
recurrent hypoglycemia [8–10]. Nocturnal asymptomatic
hypoglycemia (NAH), a significant problem noted in
the AH population, is more likely to be ignored because
patients do not monitor their blood glucose (BG) while
sleeping, which accounted for 55% of severe hypoglyce-
mic events in the DCCT [4]. It has been reported that
NAH could cause life-threatening events, such as “dead
in bed” syndrome [10, 11]. g
g
Rates and influencing factors of AH have been widely
reported in type 1 diabetes (T1DM) [17–19] and T2DM
[20, 21] patients with intensive treatment who are prone
to hypoglycemia. It is generally assumed that the risk of
developing hypoglycemia in daily diabetes outpatients
is relatively lower because their medical conditions are
relatively stable. A small sample size research (31 partici-
pants) reported that 83.1% (69 out of 83) hypoglycemia
episodes were unrecognized in outpatients with T2DM
[16]. Another study in 222 outpatients with T2DM dem-
onstrated that the AH was frequently seen [22]. Introduction Given
the high prevalence, potential and prolonged harms, and
insidious onset of AH, estimating the actual rate and
promptly identifying episodes of AH have important
implications for diabetes care. In view of the insufficient
attention to T2DM outpatients without receiving inten-
sive therapeutic interventions, our study enrolled such an
entity and aimed to determine the influencing factors of
AH in T2DM outpatients via CGMS. © The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which
permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the
original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or
other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line
to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory
regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this
licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco
mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Page 2 of 10 Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 Conclusions: Hypoglycemia unawareness could be frequently observed at either daytime or nighttime, although
NAH was more common, in outpatients with T2DM. Relative relax HbA1c targets should be considered for patients
who are prone to AH. Keywords: Hypoglycemia unawareness, Asymptomatic hypoglycemia, Continuous glucose monitoring system, Type
2 diabetes high proportion of AH, including 62.5% of T1DM
patients and 46.6% of T2DM patients. Data recorded via
72-h CGMS [14] revealed that the incidence of NAH in
T2DM patients was twofold higher than that of daytime
hypoglycemia. Similarly, a 1-year prospective study of
350 insulin-dependent children with diabetes revealed
that 56% of severe hypoglycemic episodes occurred at
night [15]. McNally et al. [14, 16] noted the unrecognized
hypoglycemia in patients with T2DM and took neces-
sary treatment adjustments, significantly reducing the
frequency of hypoglycemia. Thereby, concerning the reli-
ability and accuracy, it is considerable for CGMS to be
brought into the routine management of T2DM. Research design and methods
Study designh This study included 351 outpatients with T2DM in the
First Affiliated Hospital of Xiamen University from Jan-
uary 2018 to March 2022. Exclusions included children
(< 18 years), pregnant women, and patients who had
the following: perioperative, bleeding disorders, cog-
nitive dysfunction, alcohol abuse, taking beta-block-
ers or selective serotonin reuptake inhibitors (SSRIs),
and incomplete data due to dropped probe. The stud-
ies involving human participants were reviewed and
approved by The First Affiliated Hospital of Xiamen The continuous glucose monitoring system (CGMS) is
rapidly improving diabetes management and has been
proved to be superior to daily self-monitoring blood glu-
cose (SMBG) in the detection of hypoglycemia and in
improving glycemic control in T2DM individuals [12]. By using CGMS, Chico et al. [13] detected a substantially Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 Page 3 of 10 Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 University. Enrolled patients completed the informed
consent and wore the CGMS device at the outpatient
clinic. In order to reflect the effectiveness and safety of
the current treatment regimen of the subjects, we did
not ask them to change their previous diet and exercise
habits during the CGM test. Thus, they went home to
lead a normal life for three consecutive days. Clinical
data of baseline characteristics, such as Glycated hemo-
globin A1c (HbA1c), BMI (calculated as weight in
kilograms divided by the square of height in meters),
diabetes duration, age, diabetes medications, complica-
tions, and diabetic complications, were collected. CGM
(continuous glucose monitoring) test ran for three days
on average, and data were obtained through iPro™ ver-
sion 2 (Medtronic Minimed, MMT-7745WW). The glu-
cose value is recorded every 5 min, for a total of 288
readings a day. Before the CGM test, we provided uni-
fied blood glucose meters (Contour Plus Blood Glucose
Meter, 7600P) to each patient and instructed them to
provide at least four self-monitoring blood glucose
(SMBG) tests per day. Besides, notebooks were pro-
vided to each patient to record the frequency and time
of suspicious hypoglycemia if they had symptoms such
as hunger, palpitations, tremulousness, sweats, and
dizziness. After three days of monitoring, patients
returned to the outpatient clinic, where their SMBG
metrics were imputed into the system and the CGM
data was downloaded. Definition of hypoglycemiai i
yp g y
According to the definition of the International
Hypoglycemia Study Group [1], hypoglycemia is
defined as a blood glucose level less than 3.9 mmol/L,
which was further divided into Level 1 hypoglyce-
mia (BG 3.0–3.9 mmol/L) and Level 2 hypoglycemia
(BG < 3.0 mmol/L) according to the minimum blood glu-
cose value. AH was defined as BG < 3.9 mmol/L without
any sensed symptoms. Daytime asymptomatic hypogly-
cemia (DAH) was defined as BG < 3.9 mmol/L during
6:00–24:00. NAH was defined as BG < 3.9 mmol/L during
0:00–6:00. A single hypoglycemic episode was defined as
BG below 3.9 mmol/L for at least 15 min [23]. Two sepa-
rate hypoglycemic events were defined when the time
interval between two hypoglycemic events was equal to
or greater than 30 min. Research design and methods
Study designh The CGM data recorded in this
article included the glucose standard deviation (SD),
mean blood glucose (MBG), the mean amplitude of
glycemic excursions (MAGE), time in range (TIR, 3.9–
10.0 mmol/L), time below range (TBR, < 3.9 mmol/L),
time above range (TAR, > 10.0 mmol/L), the number of
hypoglycemic events, and the corresponding duration
of hypoglycemic episodes. Statistical analysis Preliminary statistical analyses included descriptive sta-
tistics and assessment of distributions. Variables are pre-
sented as the mean ± standard deviation, median with
interquartile range or percentages where appropriate. The
statistical significance of differences between different
groups was assessed by t test or Kruskal–Wallis test for
continuous variables and by Chi-square test for categorical
variables. The univariate and multivariate logistic regres-
sion analyses were used to determine clinical predictors
of hypoglycemia. Those found to be significant in univari-
ate models and some characteristics selected a priori were
adjusted for in multivariate logistic regression models. Statistical analyses were performed with SAS version 9.3
statistical software. All the statistical tests were two-sided. P-value < 0.05 was considered statistically significant. Results Characteristics and CGM data of the enrolled outpatients
The characteristics of the total 351 outpatients with
T2DM were shown in Table 1. There were 195 (55.6%)
men and 156 (44.4%) women with an average age of
55.4 ± 14.4 years. The average systolic blood pressure
(SBP) was 125.5 ± 15.9 mmHg, and the average diastolic
blood pressure (DBP) was 75.9 ± 10.0 mmHg. The mean
BMI was 22.9 ± 3.1 kg/m2. The median duration of dia-
betes was 6.0 years, and the mean HbA1c was 7.1 ± 1.5%
(54 ± 16 mmol/mol). According to 3-day CGM data and
self-reports of the subjects, none experienced sympto-
matic hypoglycemia. Overall, AH events were captured in
137 outpatients (39.0%), in whom Level 1 and Level 2 AH
accounted for 61.3% and 38.7%, respectively. 112 (31.9%)
of the AH population occurred during the daytime, and
85 (24.2%) experienced NAH. Hypoglycemia episodes that
occurred exclusively at night accounted for 18.2% of the
AH population and 29.4% of the NAH population. The
number of hypoglycemic events among those with daytime
asymptomatic hypoglycemia (DAH), nocturnal asympto-
matic hypoglycemia (NAH), asymptomatic hypoglycemia
occurred exclusively in the daytime (DAH*), asymptomatic
hypoglycemia occurred exclusively at night (NAH*), and
asymptomatic hypoglycemia occurred in both daytime
and nighttime were 3.0 (1.0, 10.0), 6.0 (3.0, 12.0), 1.0 (1.0,
4.0), 1.0 (0.0,4.0), and 8.0 (3.0, 14.5), respectively. The Total
TIR was 84.9 (66.7, 96.0). The MAGE, SD, and MBG were
4.2 ± 2.2 mmol/L, 1.9 ± 0.9 mmol/L, and 8.2 ± 2.1 mmol/L,
respectively. Comparisons between the Overall AH group
and the non‑AH group and assessment of influencing
factors for Overall AH Diabetology & Metabolic Syndrome (2022) 14:180 Page 4 of 10 Table 1 Clinical characteristics and CGM data of the enrolled
outpatients
Characteristics
n = 351
Sex
Male
195 (55.6)
Female
156 (44.4)
Age, years
55.4 ± 14.4
SBP, mmHg
125.5 ± 15.9
DBP, mmHg
75.9 ± 10.0
BMI, kg/m2
22.9 ± 3.1
Duration, years
6.0 (2.0, 11.0)
HbA1c, %
7.1 ± 1.5
HbA1c, mmol/mol
54 ± 16
C-P, ng/mL
1.4 (0.6,2.0)
Comorbidity
Hypertension
45 (12.8)
Hyperlipidemia
59 (16.8)
Fatty liver
19 (5.4)
CCVD
37 (10.5)
Medication
Metformin
97 (27.6)
DPP-4i
57 (16.2)
SGLT-2i
15 (4.3)
α-GI
65 (18.5)
GLP-1ra
6 (1.7)
TZD
9 (2.6)
SU
78 (22.2)
Insulin therapy
137 (39.0)
Long-acting insulin
78 (22.2)
Premixed insulin
36 (10.3)
Short-acting insulin
58 (16.5)
Complication
DR
54 (15.4)
DPN
45 (12.8)
DPVD
17 (4.8)
DN
17 (4.8)
DF
2 (0.6)
CGM data
AH (%)
137 (39.0)
Total TIR, %
84.9 (66.7,96.0)
Nighttime TIR, %
96.8 (76.0, 100.0)
Daytime TIR, %
81.9 (61.6,95.6)
Total TBR, %
2.1 (0.8,5.8)
Nighttime TBR, %
1.8 (0.0, 10.2)
Daytime TBR, %
1.1 (0.2,3.7)
Total TAR, %
12.7 (2.2,32.1)
Nighttime TAR, %
0.0 (0.0, 17.1)
Daytime TAR, %
16.2 (2.9,37.6)
Level 1 AH (%)
84 (23.9)
Total TIR, %
89.4 (77.6,97.2)
Nighttime TIR, %
96.3 (80.4, 100.0)
Daytime TIR %
88 9 (72 6 97 0) (
ld
ld
Table 1 Clinical characteristics and CGM data of the enrolled
outpatients
Characteristics
n = 351
Sex
Male
195 (55.6)
Female
156 (44.4)
Age, years
55.4 ± 14.4
SBP, mmHg
125.5 ± 15.9
DBP, mmHg
75.9 ± 10.0
BMI, kg/m2
22.9 ± 3.1
Duration, years
6.0 (2.0, 11.0)
HbA1c, %
7.1 ± 1.5
HbA1c, mmol/mol
54 ± 16
C-P, ng/mL
1.4 (0.6,2.0)
Comorbidity
Hypertension
45 (12.8)
Hyperlipidemia
59 (16.8)
Fatty liver
19 (5.4)
CCVD
37 (10.5)
Medication
Metformin
97 (27.6)
DPP-4i
57 (16.2)
SGLT-2i
15 (4.3)
α-GI
65 (18.5)
GLP-1ra
6 (1.7)
TZD
9 (2.6)
SU
78 (22.2)
Insulin therapy
137 (39.0)
Long-acting insulin
78 (22.2)
Premixed insulin
36 (10.3)
Short-acting insulin
58 (16.5)
Complication
DR
54 (15.4)
DPN
45 (12.8)
DPVD
17 (4.8)
DN
17 (4.8)
DF
2 (0.6)
CGM data
AH (%)
137 (39.0)
Total TIR, %
84.9 (66.7,96.0)
Nighttime TIR, %
96.8 (76.0, 100.0)
Daytime TIR, %
81.9 (61.6,95.6)
Total TBR, %
2.1 (0.8,5.8)
Nighttime TBR, %
1.8 (0.0, 10.2)
Daytime TBR, %
1.1 (0.2,3.7)
Total TAR, %
12.7 (2.2,32.1)
Nighttime TAR, %
0.0 (0.0, 17.1)
Daytime TAR, %
16.2 (2.9,37.6)
Level 1 AH (%)
84 (23.9)
Total TIR, %
89.4 (77.6,97.2)
Nighttime TIR, %
96.3 (80.4, 100.0)
Daytime TIR, %
88.9 (72.6,97.0)
Table 1 (continued)
Characteristics
n = 351
Total TAR, %
6.2 (1.0,23.2)
Nighttime TAR, %
0.0 (0.0,2.2)
Daytime TAR, %
8.2 (1.3,26.8)
Level 2 AH (%)
53 (15.1)
Total TIR, %
74.8 (67.0,85.7)
Nighttime TIR, %
81.0 (65.5,95.5)
Daytime TIR, %
74.3 (63.3–85.3)
Total TBR, %
4.8 (2.5,8.6)
Nighttime TBR, %
4.6 (1.3, 18.2)
Daytime TBR, %
3.4 (1.0,7.2)
Total TAR, %
18.3 (3.9,28.5)
Nighttime TAR, %
0.7 (0.0, 19.0)
Daytime TAR, %
20.6 (5.3,33.8)
DAH (%)
112 (31.9)
Hypoglycemic events
3.0 (1.0, 10.0)
Hypoglycemic duration, min
27.0 (11.5,94.5)
NAH (%)
85 (24.2)
Hypoglycemic events
6.0 (3.0, 12.0)
Hypoglycemic duration, min
51.0 (23.0, 103.0)
DAH*(%)
52 (14.8)
Hypoglycemic events
1.0 (1.0, 3.0)
Hypoglycemic duration, min
12.0 (4.5, 25.0)
NAH*(%)
25 (7.1)
Hypoglycemic events
1.0 (0.0, 4.0)
Hypoglycemic duration, min
6.0 (0.0, 37.0)
Both DAH and NAH (%)
60 (17.1)
Hypoglycemic events
8.0 (3.0, 14.5)
Hypoglycemic duration, min
68.0 (27.0,135.0)
MAGE, mmol/L
4.2 ± 2.2
SD, mmol/L
1.9 ± 0.9
MBG, mmol/L
8.2 ± 2.1
Data were present as Mean ± SD or Median (25th percentile, 75th percentile);
SBP systolic blood pressure, DBP diastolic blood pressure, BMI body mass index,
HbA1c glycated hemoglobin A1c, C-P C-Peptide, CCVD cardio-cerebral vascular
disease, DPP-4i Dipeptidylpeptidase-4 inhibitors, SGLT-2i sodium–glucose
cotransporter 2 inhibitors, α-GI alpha-glucosidase inhibitors, GLP-1RA glucagon-
like peptide-1 receptor agonists, TZD thiazolidinedione, SU sulfonylurea, DR
diabetic retinopathy, DPN diabetic peripheral neuropathy, DPVD diabetic
peripheral vascular disease, DN diabetic nephropathy, DF diabetic foot, CGM
continuous glucose monitoring, Level 1 AH BG 3.0–3.9 mmol/L, Level 2 AH
BG < 3.0 mmol/L, Total TIR total time in range (3.9–10.0 mmol/L), Nighttime
TIR time in range (3.9–10.0 mmol/L) during 0:00–6:00, Daytime TIR time
in range (3.9–10.0 mmol/L) during 6:00–24:00, Total TBR total time below
range (< 3.9 mmol/L), Nighttime TBR time below range (< 3.9 mmol/L) during
0:00–6:00, Daytime TBR time below range (< 3.9 mmol/L) during 6:00–24:00,
Total TAR total time above range (> 10.0 mmol/L), Nighttime TAR time above
range (> 10.0 mmol/L) during 0:00–6:00, Daytime TAR time above range
(> 10.0 mmol/L) during 6:00–24:00, DAH daytime asymptomatic hypoglycemia
(defined as 6:00–24:00 blood glucose < 3.9 mmol/L), DAH* asymptomatic
hypoglycemia occurred exclusively in the daytime, NAH nocturnal asymptomatic
hypoglycemia (defined as 0:00–6:00 blood glucose < 3.9 mmol/L), NAH*
asymptomatic hypoglycemia occurred exclusively at night, both DAH and NAH
asymptomatic hypoglycemia episodes occurred in both daytime and nighttime,
MAGE mean amplitude of plasma glucose excursion, SD glucose standard
deviation, MBG mean blood glucose Table 1 (continued) (52.1 ± 14.6
years
old
vs. Comparisons between the Overall AH group
and the non‑AH group and assessment of influencing
factors for Overall AH 55.9 ± 14.1
years
old,
P < 0.05) and lower HbA1c (6.8 ± 1.3% vs. Comparisons between the Overall AH group
and the non‑AH group and assessment of influencing
factors for Overall AH In Table 2, compared to outpatients without AH,
outpatients in the AH group showed younger age Huang et al. Comparisons between the Overall AH group
and the non‑AH group and assessment of influencing
factors for Overall AH 7.2 ± 1.6%,
a of the enrolled
n = 351
195 (55.6)
156 (44.4)
55.4 ± 14.4
125.5 ± 15.9
75.9 ± 10.0
22.9 ± 3.1
6.0 (2.0, 11.0)
7.1 ± 1.5
54 ± 16
1.4 (0.6,2.0)
45 (12.8)
59 (16.8)
19 (5.4)
37 (10.5)
97 (27.6)
57 (16.2)
15 (4.3)
65 (18.5)
6 (1.7)
9 (2.6)
78 (22.2)
137 (39.0)
78 (22.2)
36 (10.3)
58 (16.5)
54 (15.4)
45 (12.8)
17 (4.8)
17 (4.8)
2 (0.6)
137 (39.0)
84.9 (66.7,96.0)
96.8 (76.0, 100.0)
81.9 (61.6,95.6)
2.1 (0.8,5.8)
1.8 (0.0, 10.2)
1.1 (0.2,3.7)
12.7 (2.2,32.1)
0.0 (0.0, 17.1)
16.2 (2.9,37.6)
84 (23.9)
89.4 (77.6,97.2)
96.3 (80.4, 100.0)
88.9 (72.6,97.0)
1.0 (0.6,2.6)
0.1 (0.0,6.3)
0.8 (0.2, 1.5)
Table 1 (continued)
Characteristics
n = 351
Total TAR, %
6.2 (1.0,23.2)
Nighttime TAR, %
0.0 (0.0,2.2)
Daytime TAR, %
8.2 (1.3,26.8)
Level 2 AH (%)
53 (15.1)
Total TIR, %
74.8 (67.0,85.7)
Nighttime TIR, %
81.0 (65.5,95.5)
Daytime TIR, %
74.3 (63.3–85.3)
Total TBR, %
4.8 (2.5,8.6)
Nighttime TBR, %
4.6 (1.3, 18.2)
Daytime TBR, %
3.4 (1.0,7.2)
Total TAR, %
18.3 (3.9,28.5)
Nighttime TAR, %
0.7 (0.0, 19.0)
Daytime TAR, %
20.6 (5.3,33.8)
DAH (%)
112 (31.9)
Hypoglycemic events
3.0 (1.0, 10.0)
Hypoglycemic duration, min
27.0 (11.5,94.5)
NAH (%)
85 (24.2)
Hypoglycemic events
6.0 (3.0, 12.0)
Hypoglycemic duration, min
51.0 (23.0, 103.0)
DAH*(%)
52 (14.8)
Hypoglycemic events
1.0 (1.0, 3.0)
Hypoglycemic duration, min
12.0 (4.5, 25.0)
NAH*(%)
25 (7.1)
Hypoglycemic events
1.0 (0.0, 4.0)
Hypoglycemic duration, min
6.0 (0.0, 37.0)
Both DAH and NAH (%)
60 (17.1)
Hypoglycemic events
8.0 (3.0, 14.5)
Hypoglycemic duration, min
68.0 (27.0,135.0)
MAGE, mmol/L
4.2 ± 2.2
SD, mmol/L
1.9 ± 0.9
MBG, mmol/L
8.2 ± 2.1
Data were present as Mean ± SD or Median (25th percentile, 75th percentile);
SBP systolic blood pressure, DBP diastolic blood pressure, BMI body mass index,
HbA1c glycated hemoglobin A1c, C-P C-Peptide, CCVD cardio-cerebral vascular
disease, DPP-4i Dipeptidylpeptidase-4 inhibitors, SGLT-2i sodium–glucose
cotransporter 2 inhibitors, α-GI alpha-glucosidase inhibitors, GLP-1RA glucagon-
like peptide-1 receptor agonists, TZD thiazolidinedione, SU sulfonylurea, DR
diabetic retinopathy, DPN diabetic peripheral neuropathy, DPVD diabetic
peripheral vascular disease, DN diabetic nephropathy, DF diabetic foot, CGM
continuous glucose monitoring, Level 1 AH BG 3.0–3.9 mmol/L, Level 2 AH
BG < 3.0 mmol/L, Total TIR total time in range (3.9–10.0 mmol/L), Nighttime
TIR time in range (3.9–10.0 mmol/L) during 0:00–6:00, Daytime TIR time
in range (3.9–10.0 mmol/L) during 6:00–24:00, Total TBR total time below
range (< 3.9 mmol/L), Nighttime TBR time below range (< 3.9 mmol/L) during
0:00–6:00, Daytime TBR time below range (< 3.9 mmol/L) during 6:00–24:00,
Total TAR total time above range (> 10.0 mmol/L), Nighttime TAR time above
range (> 10.0 mmol/L) during 0:00–6:00, Daytime TAR time above range
(> 10.0 mmol/L) during 6:00–24:00, DAH daytime asymptomatic hypoglycemia
(defined as 6:00–24:00 blood glucose < 3.9 mmol/L), DAH* asymptomatic
hypoglycemia occurred exclusively in the daytime, NAH nocturnal asymptomatic
hypoglycemia (defined as 0:00–6:00 blood glucose < 3.9 mmol/L), NAH*
asymptomatic hypoglycemia occurred exclusively at night, both DAH and NAH
asymptomatic hypoglycemia episodes occurred in both daytime and nighttime,
MAGE mean amplitude of plasma glucose excursion, SD glucose standard
deviation, MBG mean blood glucose Data were present as Mean ± SD or Median (25th percentile, 75th percentile);
SBP systolic blood pressure, DBP diastolic blood pressure, BMI body mass index,
HbA1c glycated hemoglobin A1c, C-P C-Peptide, CCVD cardio-cerebral vascular
disease, DPP-4i Dipeptidylpeptidase-4 inhibitors, SGLT-2i sodium–glucose
otransporter 2 inhibitors, α-GI alpha-glucosidase inhibitors, GLP-1RA glucagon-
ke peptide-1 receptor agonists, TZD thiazolidinedione, SU sulfonylurea, DR
diabetic retinopathy, DPN diabetic peripheral neuropathy, DPVD diabetic
peripheral vascular disease, DN diabetic nephropathy, DF diabetic foot, CGM
ontinuous glucose monitoring, Level 1 AH BG 3.0–3.9 mmol/L, Level 2 AH
BG < 3.0 mmol/L, Total TIR total time in range (3.9–10.0 mmol/L), Nighttime
TIR time in range (3.9–10.0 mmol/L) during 0:00–6:00, Daytime TIR time
n range (3.9–10.0 mmol/L) during 6:00–24:00, Total TBR total time below
ange (< 3.9 mmol/L), Nighttime TBR time below range (< 3.9 mmol/L) during
0:00–6:00, Daytime TBR time below range (< 3.9 mmol/L) during 6:00–24:00,
Total TAR total time above range (> 10.0 mmol/L), Nighttime TAR time above
ange (> 10.0 mmol/L) during 0:00–6:00, Daytime TAR time above range
> 10.0 mmol/L) during 6:00–24:00, DAH daytime asymptomatic hypoglycemia
defined as 6:00–24:00 blood glucose < 3.9 mmol/L), DAH* asymptomatic
hypoglycemia occurred exclusively in the daytime, NAH nocturnal asymptomatic
hypoglycemia (defined as 0:00–6:00 blood glucose < 3.9 mmol/L), NAH*
symptomatic hypoglycemia occurred exclusively at night, both DAH and NAH
symptomatic hypoglycemia episodes occurred in both daytime and nighttime,
MAGE mean amplitude of plasma glucose excursion, SD glucose standard
deviation, MBG mean blood glucose (52.1 ± 14.6
years
old
vs. Comparisons between the Overall AH group
and the non‑AH group and assessment of influencing
factors for Overall AH 55.9 ± 14.1
years
old,
P < 0.05) and lower HbA1c (6.8 ± 1.3% vs. 7.2 ± 1.6%, Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 Page 5 of 10 Table2 Clinical characteristics and CGM data of non-AH and AH patients
Non-AH(n=214)
AH (n=137) Table2 Clinical characteristics and CGM data of non-AH and AH patients Table2 Clinical characteristics and CGM data of non-AH and AH patients
Data were present as Mean ± SD or Median (25th percentile, 75th percentile). Data were present as Mean ± SD or Median (25th percentile, 75th percentile). SBP systolic blood pressure, DBP diastolic blood pressure, BMI body mass index, HbA1c
glycated hemoglobin A1c, C-P C-Peptide, DPP-4i Dipeptidylpeptidase-4 inhibitors, α-GI alpha-glucosidase inhibitors, SU sulfonylurea, DR diabetic retinopathy, DPN
diabetic peripheral neuropathy, DPVD diabetic peripheral vascular disease, DN diabetic nephropathy, DF diabetic foot, CGM continuous glucose monitoring, Level 1 AH
BG 3.0–3.9 mmol/L, Level 2 AH BG < 3.0 mmol/L, DAH daytime asymptomatic hypoglycemia (defined as 6:00–24:00 blood glucose < 3.9 mmol/L), DAH* asymptomatic
hypoglycemia occurred exclusively in the daytime, NAH nocturnal asymptomatic hypoglycemia (defined as 0:00–6:00 blood glucose < 3.9 mmol/L), NAH*
asymptomatic hypoglycemia occurred exclusively at night, both DAH and NAH asymptomatic hypoglycemia episodes occurred in both daytime and nighttime, MAGE
mean amplitude of plasma glucose excursion, SD glucose standard deviation, MBG mean blood glucose, TBR time below range (< 3.9 mmol/L), Total TIR time in range
(3.9–10.0 mmol/L), Nighttime TIR time in range (3.9–10.0 mmol/L) during 0:00–6:00, Daytime TIR time in range (3.9–10.0 mmol/L) during 6:00–24:00, Total TAR time
above range (> 10.0 mmol/L), Nighttime TAR time above range (> 10.0 mmol/L) during 0:00–6:00, Daytime TAR time above range (> 10.0 mmol/L) during 6:00–24:00
* P < 0.05 for the specified comparison of AH group and non-AH group; ** P < 0.01 for the specified comparison of AH group and non-AH group; *** P < 0.001 for the
specified comparison of AH group and non-AH group Comparisons between the Overall AH group
and the non‑AH group and assessment of influencing
factors for Overall AH Diabetology & Metabolic Syndrome (2022) 14:180 Page 6 of 10 P < 0.05). According to the data of CGM, glucose SD
(2.2 ± 1.0 mmol/L vs. 1.7 ± 0.9 mmol/L, P < 0.001)
and MAGE (4.8 ± 2.3 mmol/L vs. 3.8 ± 2.0 mmol/L,
P < 0.001) in the AH group were significantly higher
than those without AH, while MBG (7.5 ± 1.4 mmol/L
vs. 8.7 ± 2.2 mmol/L, P < 0.001) was significantly lower. Nighttime TIR in the AH group was significantly lower
than that in the non-AH group [92.0 (75.8 ,100.0) vs. 100.0 (76.4, 100.0), P = 0.002]. Patients had AH epi-
sodes exhibited lower Total TAR [92.0 (1.4,25.0) vs. 14.7
(3.0,38.7), P < 0.01], lower Daytime TAR [12.3 (2.0,31.6)
vs. 18.5 (4.1,44.6), P < 0.01], and lower Nighttime TAR [0.0
(0.0, 10.0) vs. 0.0 (0.0,23.6), P < 0.05]. In order to deter-
mine the influencing factors of AH, we conducted a series
of analyses. After controlling for all factors identified
through univariate analyses (Additional file 1: Table S1),
multivariate analysis (Table 3) demonstrated that patients
with younger age [0.975 (0.955–0.997), P = 0.023], lower
HbA1c levels [0.759 (0.620–0.929), P = 0.008], and higher
SBP [1.024 (1.002–1.047), P = 0.033] had a significantly
higher risk of experiencing overall AH episodes. TAR [6.2 (1.2,20.1) vs. 14.7 (3.0,38.7), P < 0.01], lower
Nighttime TAR [0.0 (0.0,2.5) vs. 0.0 (0.0,23.6), P < 0.01],
and lower Daytime TAR [8.2 (1.6,26.3) vs. 18.5 (4.1,44.6),
P < 0.01] were more vulnerable to Level 1 AH. Multivari-
ate analyses (Table 3) controlled for factors associated
with high regimen distress in univariate analyses (Addi-
tional file 1: Table S1) and found that lower HbA1c levels
[0.683 (0.527–0.887), P = 0.004] and higher SBP [1.033
(1.008–1.059), P = 0.010] were also associated with Level
1 AH. Comparisons between the Level 2 AH group
and the non‑AH group and assessment of influencing
factors for Level 2 AHh There was greater percentage of female in the Level 2 AH
group (60.4% vs. 39.6%, P < 0.05). The age (47.0 ± 15.8 vs. 55.9 ± 14.1, P < 0.001) of the Level 2 AH group was sig-
nificantly lower and the C-Peptide (C-P) [0.5 (0.1,1.6)
vs. 1.5 (0.7, 2.2), P < 0.01] level was lower. Significantly
statistical difference was observed in the use of Dipep-
tidylpeptidase-4 inhibitors (DPP4i) (1.9% vs. 16.8%,
P < 0.01) and insulin regime (52.8% vs. 36.9%, P < 0.05)
between Level 2 AH group and non-AH group. The
MAGE (5.2 ± 2.5 mmol/L vs. 3.8 ± 2.0 mmol/L, P < 0.001)
and glucose SD (2.5 ± 1.0 mmol/L vs. 1.7 ± 0.9 mmol/L,
P < 0.001) in the AH group were significantly higher
than those without AH, while MBG (7.6 ± 1.6 mmol/L
vs. 8.7 ± 2.2 mmol/L, P < 0.001) was significantly lower. There were significant statistical differences in Total TIR
[78.1 (67.0,86.0) vs. 85.3 (61.3,96.9), P < 0.05] and Night-
time TIR [81.5 (65.5,95.8) vs. 100.0 (76.4,100.0), P < 0.001]
between two groups. After controlling for all factors Comparisons between the Overall AH group
and the non‑AH group and assessment of influencing
factors for Overall AH SBP systolic blood pressure, DBP diastolic blood pressure, BMI body mass index, HbA1c
glycated hemoglobin A1c, C-P C-Peptide, DPP-4i Dipeptidylpeptidase-4 inhibitors, α-GI alpha-glucosidase inhibitors, SU sulfonylurea, DR diabetic retinopathy, DPN
diabetic peripheral neuropathy, DPVD diabetic peripheral vascular disease, DN diabetic nephropathy, DF diabetic foot, CGM continuous glucose monitoring, Level 1 AH
BG 3.0–3.9 mmol/L, Level 2 AH BG < 3.0 mmol/L, DAH daytime asymptomatic hypoglycemia (defined as 6:00–24:00 blood glucose < 3.9 mmol/L), DAH* asymptomatic
hypoglycemia occurred exclusively in the daytime, NAH nocturnal asymptomatic hypoglycemia (defined as 0:00–6:00 blood glucose < 3.9 mmol/L), NAH*
asymptomatic hypoglycemia occurred exclusively at night, both DAH and NAH asymptomatic hypoglycemia episodes occurred in both daytime and nighttime, MAGE
mean amplitude of plasma glucose excursion, SD glucose standard deviation, MBG mean blood glucose, TBR time below range (< 3.9 mmol/L), Total TIR time in range
(3.9–10.0 mmol/L), Nighttime TIR time in range (3.9–10.0 mmol/L) during 0:00–6:00, Daytime TIR time in range (3.9–10.0 mmol/L) during 6:00–24:00, Total TAR time
Non-AH(n = 214)
AH (n = 137)
Overall AH (n = 137)
Level 1 AH (n = 84)
Level 2 AH (n = 53)
Sex
Male
124 (57.9)
71 (51.8)
50 (59.5)
21 (39.6) *
Female
90 (42.1)
66 (48.2)
34 (40.5)
32 (60.4)
Age, years
55.9 ± 14.1
52.1 ± 14.6*
55.3 ± 12.9
47.0 ± 15.8***
SBP, mmHg
125.2 ± 15.9
126.0 ± 16.0
128.1 ± 16.0
122.5 ± 15.7
DBP, mmHg
76.3 ± 10.6
75.3 ± 9.0
76.0 ± 8.3
74.2 ± 10.0
BMI, kg/m2
23.1 ± 3.0
22.5 ± 3.1
22.4 ± 2.9
22.8 ± 3.4
Duration, years
6.0 (2.0, 11.0)
6.0 (2.3, 11.0)
6.0 (3.0,11.0)
6.0 (2.0,14.0)
HbA1c, %
7.2 ± 1.6
6.8 ± 1.3*
6.7 ± 1.2**
7.0 ± 1.6
HbA1c, mmol/mol
56 ± 17
51 ± 15*
50 ± 13**
53 ± 17
C-P, ng/mL
1.5 (0.7, 2.2)
1.2 (0.4, 1.9)
1.5 (1.1,2.6)
0.5 (0.1,1.6) **
Comorbidity
Hypertension
27 (12.6)
18 (13.1)
14 (16.7)
4 (7.5)
Hyperlipidemia
36 (16.8)
23 (16.8)
16 (19.0)
7 (13.2)
Medication
Metformin
63 (29.4)
34 (24.8)
25 (29.8)
9 (17.0)
DPP-4i
36 (16.8)
21 (15.3)
20 (23.8)
1 (1.9) **
α-GI
42 (19.6)
23 (16.8)
18 (21.4)
5 (9.4)
SU
46 (21.5)
32 (23.4)
23 (27.4)
9 (17.0)
Insulin
79 (36.9)
58 (42.3)
30 (35.7)
28 (52.8) *
Complication
DR
32 (15.0)
22 (16.1)
11 (13.1)
11 (20.8)
DPN
31 (14.5)
14 (10.2)
8 (9.5)
6 (11.3)
DPVD
11 (5.1)
6 (4.4)
3 (3.6)
3 (5.7)
DN
11 (5.1)
6 (4.4)
4 (4.8)
2 (3.8)
DF
2 (0.9)
0 (0.0)
0 (0.0)
0 (0.0)
CGM data
MAGE, mmol/L
3.8 ± 2.0
4.8 ± 2.3***
4.4 ± 2.0*
5.2 ± 2.5***
SD, mmol/L
1.7 ± 0.9
2.2 ± 1.0***
1.9 ± 0.9
2.5 ± 1.0***
MBG, mmol/L
8.7 ± 2.2
7.5 ± 1.4***
7.4 ± 1.3***
7.6 ± 1.6***
Total TIR, %
85.3 (61.3, 96.9)
84.8 (70.8, 95.4)
89.4 (79.7, 96.8)
78.1 (67.0, 86.0) *
Nighttime TIR, %
100.0(76.4, 100.0)
92.0 (75.8, 100.0) **
96.8 (80.6, 100.0)
81.5 (65.5, 95.8) ***
Daytime TIR, %
81.1 (55.4.95.9)
84.7 (67.8, 95.3)
89.3 (73.7, 96.8) *
76.0 (63.3, 85.9)
Total TAR, %
14.7 (3.0, 38.7)
9.2 (1.4, 25.0) **
6.2 (1.2, 20.1) **
18.2 (3.9, 28.6)
Nighttime TAR, %
0.0 (0.0, 23.6)
0.0 (0.0, 10.0) *
0.0 (0.0, 2.5) **
0.0 (0.0, 19.9)
Daytime TAR, %
18.5 (4.1, 44.6)
12.3 (2.0, 31.6) **
8.2 (1.6, 26.3) **
19.0 (5.3, 34.8) Huang et al. OR odds ratio, CI confidence interval, DPP-4i Dipeptidylpeptidase-4 inhibitors, α-GI alpha-glucosidase inhibitors, SU sulfonylurea, HbA1c glycated hemoglobin A1c, SBP
systolic blood pressure, DBP diastolic blood pressure, BMI body mass index Discussion Previous studies [24, 28] had demonstrated that inten-
sive insulin treatment or sulfonylurea (SU) could predict
the episodes of hypoglycemia in T2DM. Our study also
showed a higher rate of insulin therapy (52.8% vs. 36.9%)
in the Level 2 AH group than in the non-AH group. The
univariate analysis (Additional file 1: Table S1) indicated
that patients with the use of insulin were associated with
higher risk of Level 2 AH (P = 0.018). However, this asso-
ciation did not exist when accounting for other influenc-
ing factors in the multiple logistic regression models. This may be due to the substantial effect of the adjusted
confounders. Additionally, neither univariate nor multi-
variate analysis demonstrated the association between
SU and the risk of AH. Overall, our study observed that
outpatients treated with insulin or SU did not predispose
to asymptomatic hypoglycemia, which was consistent
with the conclusion of Monnier et al. [22, 29]. This inter-
esting finding reminds us to screen all diabetic patients
for a history of hypoglycemia, rather than focusing only
on those using insulin or insulin secretagogues. In the current study, 137 (39.0%) of the total 351 outpa-
tients with T2DM experienced AH episodes, in which
Level 1 AH and Level 2 AH accounted for 61.3% and
38.7%, respectively. 85 (62.0%) of the AH patients expe-
rienced NAH and 25 (18.2%) exclusively NAH. Multivari-
ate logistic regression analysis demonstrated that patients
with younger age, lower HbA1c, and higher SBP levels
were significantly associated with increased risk of AH. While after further grading of AH, male sex and DPP4i
regime were shown to be associated with lower risk of
Level 2 AH. Previously, Chico et al. [13] detected unrecognized
hypoglycemias in 46.6% (14 out of 30) of the type 2
patients with diabetes by using CGMS and noticed that
73.7% of all events occurred at night, tremendously pro-
voking attention from academia. Further, Gehlaut et al. [24] applied CGMS on 108 non-hospitalized patients
with T2DM to detect the episodes of hypoglycemia. Dur-
ing the five-day study, 53 (49.1%) participants were cap-
tured of hypoglycemia by CGMS, but only 24.5% (13 out
of 53) had self-reported symptoms, while the majority
(75%) of patients were unaware of any hypoglycemia epi-
sodes. The prevalence of NAH was 73.6% (37 out of 53),
and hypoglycemia occurred only at night was 20.8% (14
out of 53). Comparisons between the Level 1 AH group
and the non‑AH group and assessment of influencing
factors for Level 1 AH As for Level 1 AH, patients with lower HbA1c exhib-
ited a higher prevalence of AH (6.7 ± 1.2% vs. 7.2 ± 1.6%,
P < 0.01). The MBG of the AH group was substantially
lower (7.4 ± 1.3 vs. 8.7 ± 2.2, P < 0.001) while the MAGE
was higher (4.4 ± 2.0 vs. 3.8 ± 2.0, P < 0.001). Daytime TIR
[89.3 (73.7,96.8) vs. 81.1 (55.4,95.9), P < 0.05] was core-
lated with Level 1 AH episodes. Patients with lower Total Table3 Predictors of AH, Level 1 AH, and Level 2 AH on the basis of logistic regression models
OR odds ratio, CI confidence interval, DPP-4i Dipeptidylpeptidase-4 inhibitors, α-GI alpha-glucosidase inhibitors, SU sulfonylurea, HbA1c glycated hemoglobin A1c, SBP
Multivariate analysis
Predictor
AH
Level 1 AH
Level 2 AH
OR (95%Cl)
P
OR (95%Cl)
P
OR (95%Cl)
P
Sex
0.822 (0.494–1.368)
0.450
1.610 (0.886–2.923)
0.118
0.391 (0.191–0.799)
0.010
Age
0.975 (0.955–0.997)
0.023
0.996 (0.971–1.021)
0.746
0.962 (0.936–0.990)
0.008
Duration
1.016 (0.969–1.066)
0.506
0.986 (0.931–1.044)
0.626
1.041 (0.978–1.108)
0.211
Metformin
0.816 (0.440–1.513)
0.519
0.943 (0.492–1.883)
0.867
0.715 (0.274–1.862)
0.492
DPP-4i
0.937 (0.460–1.908)
0.858
2.011 (0.927–4.361)
0.077
0.110 (0.014–0.855)
0.035
α-GI
0.993 (0.517–1.906)
0.982
1.272 (0.627–2.577)
0.505
0.647 (0.225–1.859)
0.419
SU
1.218 (0.635–2.334)
0.553
1.112 (0.545–2.272)
0.770
1.361 (0.511–3.624)
0.538
HbA1c
0.759 (0.620–0.929)
0.008
0.683 (0.527–0.887)
0.004
0.940 (0.727–1.216)
0.639
insulin
1.261 (0.682–2.333)
0.460
1.197 (0.593–2.414)
0.616
1.198 (0.510–2.813)
0.679
SBP
1.024 (1.002–1.047)
0.033
1.033 (1.008–1.059)
0.010
1.000 (0.969–1.032)
0.999
DBP
0.981 (0.950–1.013)
0.238
0.980 (0.946–1.016)
0.272
0.991 (0.946–1.038)
0.692
BMI
0.961 (0.882–1.047)
0.365
0.920 (0.831–1.018)
0.108
1.063 (0.944–1.198)
0.310 Table3 Predictors of AH, Level 1 AH, and Level 2 AH on the basis of logistic regression models Page 7 of 10 Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 glucose control to investigate the incidence of hypogly-
cemia. However, the target population of our study was
T2DM outpatients whose status was relatively stable with
"well-controlled" glucose levels. Differences in samples
may contribute to differences of results. Secondly, we
used the CGMS to detect the hypoglycemia episodes,
which is expected to discover additional unrecognized
hypoglycemia events than traditional SMBG. identified through univariate analyses (Additional file 1:
Table S1), multivariate analyses found that female sex
[0.391 (0.191–0.799), P = 0.010] and younger age [0.962
(0.936–0.990), P = 0.008] were independent predictors
of Level 2 AH episodes. Comparisons between the Level 1 AH group
and the non‑AH group and assessment of influencing
factors for Level 1 AH In addition, patients treated with
DPP4i tended to have lower risk of Level 2 AH [0.110
(0.014–0.855), P = 0.035]. (Table 3). Discussion Diabetology & Metabolic Syndrome (2022) 14:180 Page 8 of 10 Page 8 of 10 association between gender and AH, but when further
dividing AH episodes into Level 1 and Level 2 AH, we
noticed that women are prone to Level 2 AH, which was
in accordance with a prospective study by Zhang et al. [27]. The exact reason was unclear. As such, a larger sam-
ple size is needed in the future to verify the relationship
between gender and AH. consumption and physical activities, it is impossible
to determine whether these factors play a role in the
occurrence of AH in T2DM. Finally, our study is a ret-
rospective study, which has recalling bias. Therefore,
further large samples of prospective studies are needed
to consolidate the conclusions of this study, including
long-term follow-up of the hypoglycemic outpatients
after treatment and lifestyle adjustments. Prior research found that lower HbA1c was an inde-
pendent predictor of AH [28, 30, 31]; this was also highly
salient in the current cohort. Currently, HbA1c is known
to be the most used parameter to assess glycemic control
and important index in the treatment of hyperglycemia,
which has been used as the primary endpoint for many
CGM studies [23]. However, new data support the need
to devote attention to TIR and TAR, for a comprehensive
evaluation of glycemic control among the diabetes popu-
lation [12, 23, 32]. Indeed, some clinicians may choose to
target the reduction of the TAR and minimize hypogly-
cemia, thereby arriving at more time in the target range. Whereas, recent recommendations from an international
consensus on TIR emphasized that targets should be
individualized and each 5% increase in TIR correlated
with clinically meaningful benefits [23]. For the present
study, in terms of lower HbA1c levels and higher percent-
ages of TIR, the AH group seemed to had better blood
glucose control than the non-AH group, but when inte-
grated with MAGE, SD, and TAR, the higher glucose
variability (GV) of the AH group is noteworthy. Accord-
ingly, given the substantially high risk of AH in T2DM
outpatients, clinicians should be vigilant in preventing
hypoglycemia in such populations and avoid aggressively
attempting to achieve near-normal glucose or HbA1c lev-
els in whom the risks of lower glycemic targets may far
outweigh the potential benefits on diabetic complica-
tions. Abbreviations
AH A AH: Asymptomatic hypoglycemia; T2DM: Type 2 diabetes; CGMS: Continuous
glucose monitoring system; BG: Blood glucose; NAH: Nocturnal asymptomatic
hypoglycemia; DAH: Daytime asymptomatic hypoglycemia; NAH*: Asymp-
tomatic hypoglycemia occurred exclusively at night; DAH*: Asymptomatic
hypoglycemia occurred exclusively in the daytime; HbA1c: Glycated hemo-
globin A1c; SBP: Systolic blood pressure; DBP: Diastolic blood pressure; DPP4i:
Dipeptidylpeptidase-4 inhibitors; DCCT: Diabetes Control and Complications
Trial; SMBG: Self-monitoring blood glucose; T1DM: Type 1 diabetes; SD: Glu-
cose standard deviation; MBG: Mean blood glucose; MAGE: Mean amplitude
of glycemic excursions; TIR: Time in range; TBR: Time below range; TAR: Time
above range; CP: C-Peptide; GV: Glucose variability. Funding This work was funded by the Natural Science Foundation of Fujian Province,
China (No.2021J011363). Discussion So far, SD, MAGE, and MBG measured by CGMS,
as key metrics for GV, has been confirmed to be closely
correlated with hypoglycemia events [22, 33–35]. Provid-
ing unprecedented access to a range of new indicators
of glucose control, CGMS, which would help clinicians
and patients with diabetes to overcome the limitations
of HbA1c and SMBG, should be brought into the rou-
tine management of diabetes to facilitate prompt therapy
adjustment. Acknowledgements We would like to give sincere thanks to the research staff who participated in
this work and the patients for supporting the program. Author contributions QJ and BH wrote the draft of the manuscript. XS performed the statistical
analysis. All authors were involved in the study design, interpretation of data,
and review of the manuscript. We would like to give sincere thanks to the
research staff who participated in this work and the patients for supporting
the program. All authors read and approved the final manuscript. Our study had several strengths. Firstly, compared
with similar domestic studies, the sample size of our
study is larger. Secondly, after installing the CGMS
device, all the participants returned home without any
changes of routine life, making the risks of AH highly
reliable. Besides, several weaknesses should be noted. First, our CGM data only covered three days of glu-
cose metrics, which might underestimate the inci-
dence of AH. Second, since we did not collect data of
other possible causes of hypoglycemia, such as alcohol Conclusions In summary, a high incidence of AH, of which NAH
accounted for the main part, was observed in T2DM out-
patients who did not receive intensive therapy. Relative
relax HbA1c targets should be considered for patients
who are prone to AH. We suggest CGMS should be inter-
mittently used in the routine management of T2DM out-
patients to timely capture hypoglycemia and minimize
hypoglycemia exposure to benefit from better overall glu-
cose control. Supplementary Information The online version contains supplementary material available at https://doi.
org/10.1186/s13098-022-00959-x. Additional file 1: Table S1. Analysis of influencing factors of AH, Level 1
AH, and Level 2 AH by univariate logistic regression model. Discussion In our study, none of the participants reported
symptomatic hypoglycemia, and 39.0% of the target
patients experienced AH events, which was in parallel
with previous studies. Notably, all patients experienced
hypoglycemic episodes claimed they had no symptoms
of hypoglycemia. We speculate that the heterogeneity of
symptom response in diabetic individuals could took into
consideration and selective bias might play a role. It is
also possible that the patients were asymptomatic due to
recurrent episodes of hypoglycemia. In our study, the univariate logistic analysis indicated
that DPP4i regime was associated with lower risks of
Level 1 and Level 2 AH, yet the association between
DPP4i and Level 1 AH was substantially attenuated after
further adjusting for other confounders. This may stem
from the fact that, in our present study, elder age was
a protective factor for AH, and the average age of the
Level 1 AH group was substantially higher than that of
the Level 2 AH group (55.3 ± 12.9 vs. 47.0 ± 15.8). Thus,
after controlling for age and other affecting factors, the
protective effect of DPP4i in the Level 1 group disap-
peared. Overall, DPP4i have been proved to be substan-
tially associated with lower risks of hypoglycemia [26]. Further studies are needed to confirm the causal relation-
ship between DPP-4i regime and the risk of AH.h Although plenty of studies [12, 17, 22, 23, 25] had indi-
cated that older age, longer diabetes duration, and micro-
vascular complications were independently correlated
with increased prevalence of hypoglycemia, in our pre-
sent study, multivariate logistic regression analysis found
no significance of these variables in predicting AH events
except for younger age in the Level 2 AH group. Vari-
ous explanations could be proposed. Firstly, most prior
studies were conducted during hospitalization, and they
focused merely on the insulin-used population with poor The link between the diagnosis of hypertension and a
higher risk of hypoglycemia had been identified in pre-
vious studies [27, 28]. In the present study, 12.8% of the
subjects had combined hypertension. Multifactorial
analysis showed that higher SBP level was predisposed to
AH episodes despite the well-controlled blood pressure
levels (125.5 ± 75.9 mmHg) of participants. Thus, the
role that strict control of SBP may play in patients who
were vulnerable to AH needs further attention. Addition-
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tes Care. 2003;26:1153–7. https://doi.org/10.2337/diacare.26.4.1153. Author details 1 Department of Endocrinology and Diabetes, Xiamen Diabetes Institute,
Xiamen Clinical Medical Center for Endocrine and Metabolic Diseases, Xiamen
Diabetes Prevention and Treatment Center, Fujian Key Laboratory of Diabe-
tes Translational Medicine, The First Affiliated Hospital of Xiamen University,
School of Medicine, Xiamen University, Xiamen, China. 2 The Third Clinical
Medical College of Fujian Medical University, Fujian, China. 3 Fujian Provincial
Key Laboratory of Ophthalmology and Visual Science, Eye Institute of Xiamen
University, School of Medicine, Xiamen University, Xiamen, China. 17. Geddes J, Schopman JE, Zammitt NN, Frier BM. Prevalence of impaired
awareness of hypoglycaemia in adults with type 1 diabetes. Diabet Med. 2008;25:501–4. https://doi.org/10.1111/j.1464-5491.2008.02413.x. 18. Ly TT, Gallego PH, Davis EA, Jones TW. Impaired awareness of hypogly-
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tion-based clinic sample of youth with type 1 diabetes. Pediatr Diabetes. 2017;18:729–33. https://doi.org/10.1111/pedi.12460. Received: 26 September 2022 Accepted: 18 November 2022 20. UK Hypoglycaemia Study Group. Risk of hypoglycaemia in types 1 and 2
diabetes: effects of treatment modalities and their duration. Diabetologia. 2007;50:1140–7. https://doi.org/10.1007/s00125-007-0599-y. Availability of data and materials The datasets used during the current study are available from the correspond-
ing author on reasonable request. Page 9 of 10 Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 Competing interests
The authors have declared that no competing interests exist. 16. Weber KK, Lohmann T, Busch K, Donati-Hirsch I, Riel R. High frequency of
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2337/dc06-1328. pp
p
p
This study has been approved by the Ethical Review Authority in The First
Affiliated Hospital of Xiamen University (Number: 2020-055). Participants gave
informed consent to participate in the study before taking part. Competing interests Competing interests
The authors have declared that no competing interests exist. Competing interests
The authors have declared that no competing interests exist. glycemic variability in patients with type 2 diabetes mellitus. Exp Clin
Endocrinol Diabetes. 2011;119:59–61. https://doi.org/10.1055/s-0030-
1262874. 32. Beck RW, Bergenstal RM, Riddlesworth TD, Kollman C, Li Z, Brown AS, et al. Validation of time in range as an outcome measure for diabetes clinical
trials. Diabetes Care. 2019;42:400–5. https://doi.org/10.2337/dc18-1444. 33. Kilpatrick ES, Rigby AS, Goode K, Atkin SL. Relating mean blood glucose
and glucose variability to the risk of multiple episodes of hypoglycaemia
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1007/s00125-007-0820-z. 34. Monnier L, Colette C, Boegner C, Pham TC, Lapinski H, Boniface H. Con-
tinuous glucose monitoring in patients with type 2 diabetes: why? when? whom? Diabetes Metab. 2007;33:247–52. https://doi.org/10.1016/j.diabet.
2006.11.007. 35. Marling CR, Shubrook JH, Vernier SJ, Wiley MT, Schwartz FL. Characteriz-
ing blood glucose variability using new metrics with continuous glucose
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1177/193229681100500408. References The continuous glucose moni-
toring system is useful for detecting unrecognized hypoglycemias in
patients with type 1 and type 2 diabetes but is not better than frequent 31. Engler B, Koehler C, Hoffmann C, Landgraf W, Bilz S, Schoner C, et al. Relationship between HbA1c on target, risk of silent hypoglycemia and Page 10 of 10 Huang et al. Diabetology & Metabolic Syndrome (2022) 14:180 glycemic variability in patients with type 2 diabetes mellitus. Exp Clin
Endocrinol Diabetes. 2011;119:59–61. https://doi.org/10.1055/s-0030-
1262874. Publisher’s Note
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https://openalex.org/W2748476405
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https://earth-planets-space.springeropen.com/track/pdf/10.1186/s40623-017-0696-1
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English
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Geomagnetic and ionospheric response to the interplanetary shock on January 24, 2012
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Earth, planets and space
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cc-by
| 13,298
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Abstract We have examined multi-instrument observations of the magnetospheric and ionospheric response to the interplan-
etary shock on January 24, 2012. Apart from various instruments, such as ground and space magnetometers, photom-
eters, and riometers used earlier for a study of possible response to a shock, we have additionally examined variations
of the ionospheric total electron content as determined from the global navigation satellite system receivers. World-
wide ground magnetometer arrays detected shock-induced sudden commencement (SC) with preliminary and main
impulses throughout the dayside sector. A magnetic field compression was found to propagate through the magne-
tosphere with velocity less than the local Alfven velocity. Though the preliminary pulse was evident on the ground,
its signature was not observed by the THEMIS and GOES satellites in the magnetosphere. The SC was accompanied
by a burst of cosmic noise absorption recorded along a latitudinal network of riometers in the morning and evening
sectors. The SC also caused an impulsive enhancement of dayside auroral emissions (shock aurora) as observed by
the hyperspectral all-sky imager NORUSCA II at Barentsburg and the meridian scanning photometer at Longyearbyen
(both at Svalbard). The VHF EISCAT radar (Tromsø, Norway) observed a SC-associated increase in electron density in
the lower ionosphere (100–180 km). The system for monitoring geomagnetically induced currents (GICs) in power
lines at the Kola Peninsula recorded a burst of GIC during the SC. A ≤10% positive pulse of the ionospheric total
electron content caused by the SC in the dusk sector was found. On the basis of the multi-instrument information, a
validated theory of the magnetosphere–ionosphere response to IP shock may be constructed. Keywords: Storm commencement, Magnetometers, Riometers, GPS/TEC technique, EISCAT radar, Dayside shock
aurora m commencement, Magnetometers, Riometers, GPS/TEC technique, EISCAT radar, Dayside shock simplicity of such an impact, the complexity of impulsive
and quasiperiodic phenomena stimulated by an IP shock
in the ultra-low-frequency (ULF) band (timescales from
few seconds to tens of minutes) turns out to be surpris-
ingly large. An observed response to an IP shock or dis-
continuity may be rather complicated due to the nearly
simultaneous excitation of several transient processes. The IP shock is known to stimulate a global compression
of the magnetosphere (Araki 1994), with excitation of
transient field-aligned current systems (Fujita et al. 2005),
generation of transient ULF waves in a wide frequency
band from Pc1 (Parkhomov 1990) to Pc5–6 (Yumoto
et al. © The Author(s) 2017. This article is distributed under the terms of the Creative Commons Attribution 4.0 International License
(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium,
provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license,
and indicate if changes were made. Abstract 1994), triggering of VLF wave activity and enhance-
ment of energetic electron precipitation (Gail et al. 1990), brightening of the dayside aurora (“shock aurora”)
at auroral (Spann et al. 1998; Vorobiev et al. 2008) and
sub-auroral (Liou et al. 2003) latitudes, sudden vertical Geomagnetic and ionospheric response
to the interplanetary shock on January 24, 2012 V. B. Belakhovsky1, V. A. Pilipenko2*, Ya. A. Sakharov3, D. L. Lorentzen4,5 and S. N. Samsonov6 Belakhovsky et al. Earth, Planets and Space (2017) 69:105
DOI 10.1186/s40623-017-0696-1 Open Access *Correspondence: space.soliton@gmail.com
2 Geophysical Center, Moscow, Russia
Full list of author information is available at the end of the article Introduction An impact of interplanetary (IP) shock or tangential dis-
continuity onto the magnetosphere, observed by ground
magnetometers as storm sudden commencement (SC),
is a convenient probing signal for the experimental study
of near-Earth space. Most SC events are associated with
IP shocks (Smith et al. 1986), and, therefore, we will use
both terms interchangeably. During a relatively short
time period (<10 min), significant energy and momentum
is pumped into the magnetosphere from the solar wind. Modelers often use a SC event to validate the numerical
models of the solar wind–magnetosphere–ionosphere
interaction (Fujita et al. 2003; Sun et al. 2015). Despite the *Correspondence: space.soliton@gmail.com
2 Geophysical Center, Moscow, Russia
Full list of author information is available at the end of the article Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 2 of 25 Page 2 of 25 shifting of the ionospheric plasma (Yumoto et al. 1989),
prompt injection and energization up to MeV energies of
magnetospheric particles (Blake et al. 1992), and trigger-
ing of a nightside “compression” magnetic bay or even a
substorm (Lyons 1996; Liou et al. 2003). In addition, a SC
pulse serves as an indicator of the onset of a more intense
solar wind driving and buffeting the magnetosphere. (Motoba et al. 2009). The PI was related to diffuse auro-
ral brightening that occur several degrees equatorward of
the preexisting discrete aurora, while the MI was associ-
ated with the discrete auroral brightening poleward of
the diffuse aurora (Nishimura et al. 2016). f
Because of multiple aspects of the IP shock impact on
the magnetosphere and ionosphere, any comprehen-
sive description can be achieved only with the use of
multiple instruments, both in space and on the ground. Magnetometers, riometers, optical imagers, satellite
particle detectors, and ionospheric radars have become
a standard tool for monitoring the solar wind–magne-
tosphere–ionosphere coupling. For an examination of
the ionospheric response to solar wind pressure pulses,
Jayachandran et al. (2011) suggested using the GPS
global navigation satellite system. This technique that
provides information on total electron content (TEC)
along a radio path satellite—ground receiver is sensitive
enough to detect the ionospheric response to transient
and periodic disturbances in the ULF band (Watson et al. 2015; Belakhovsky et al. 2016). The case study of a TEC
response to an IP shock by Jin et al. (2016) suggested
that a shock-generated TEC variation is a “duplication”
of the shock aurora observed by UV sensors onboard the
Defense Meteorological Satellite Program (DMSP) sat-
ellites. However, the idea that TEC variation is merely a
“duplication” of the shock aurora met with some issues. The observed shock-generated TEC enhancement was a
single 2–3-min pulse with a delayed start and peak time
indicating the propagating shock compression, while the
diffuse shock aurora can last much longer, ~10–20 min. Therefore, a possible mechanism for the modification of
the ionosphere by a magnetospheric ULF disturbance
has not been firmly established. An examination of
the impact on the ionosphere by disturbances of differ-
ent physical natures with simultaneous data from mag-
netometers, riometers, ionospheric radars, and GPS/TEC
receivers may provide an insight into the mechanism of
the magnetosphere–ionosphere coupling.h gf
g
g
Though the basic physics of the related phenomena is
qualitatively understood, some aspects of the IP shock
impact on the magnetosphere–ionosphere system have
not been sufficiently established. Based on the analy-
sis of ground magnetometer data, Araki (1994) sug-
gested a phenomenological model of SC, in which an
observed disturbance is interpreted as the superposition
of a stepwise compression of the geomagnetic field (DL
component) and bipolar impulse, composed of a short
preliminary impulse (PI) followed by a main impulse
(MI). The nature of a stepwise increase in the geomag-
netic field (DL) is now clearly identified as a result of
global compression of the magnetosphere. The MI and
PI are supposedly associated with transient magneto-
spheric field-aligned current (FAC) systems driven by
different mechanisms. The sequential occurrence of two
transient FAC systems in the magnetosphere produces
large-scale ionospheric vortex-like current systems on
the morning and evening sides. The MI vortex is clock-
wise/anticlockwise driven by the FAC flowing into/out
of the ionosphere on the dawn/duskside, while the PI
vortex has an opposite polarity. The PI currents are sup-
posed to be related to inertial currents of a compressional
wave propagating through the magnetosphere, while the
MI currents are associated with diamagnetic currents
of tailward-propagating pressure structures along the
magnetopause.hi The magnetospheric cusp is the first region to directly
respond to IP shocks in geospace, so detailed studies
focusing on the shock-related phenomena around the
dayside cusp are essential in revealing the physics of its
early response. Dayside auroras observed right after the
impingement of solar wind pressure pulses or IP shocks,
referred to as “shock aurora,” exhibit some features that
are different from typical auroral activity. Auroral behav-
iors were suggested to differ during PI and MI, indicating
that these differences can be used potentially as optical
counterparts of SC-related FACs (Motoba et al. 2009). Initial brightening of shock aurora usually occurs near
the ionospheric footprint of the dayside cusp and propa-
gates toward dawnside and duskside along the auroral
oval with speeds of several km/s (Holmes et al. 2014). In the afternoon sector, the auroral counterpart of the
PI was attributed to mainly proton precipitation, while
the MI observed shortly thereafter was assumed to be
accompanied by both proton and electron precipitation The IP shock impact has an important practical aspect
as a driver of geomagnetically induced currents (GICs). GICs represent a significant challenge for society, given
its strong dependence on a stable electricity supply (e.g.,
Knipp 2015 and references therein). GICs arise from
induced geoelectric fields that are caused by geomag-
netic field variations. The largest GICs are produced by
fast changes in the geomagnetic field (dB/dt). The main
phase of a geomagnetic storm or onset of a substorm is
a cause of a high dB/dt and, therefore, is a risk factor for
power systems at high latitudes. For example, the Hydro
Quebec collapse was associated with a storm-related dB/
dt = ~480 nT/min. However, GIC impacts to power sys-
tems have been observed at much smaller rates of dB/ Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 3 of 25 Page 3 of 25 encounter with the IP shock. The IP shock arrives at
GEOTAIL on ~1500 UT, when the solar wind and IMF
parameters increased to N = ~20 cm−3, B = ~20 nT, and
Bz = ~15 nT (Fig. 1). The observed step-like jumps in the
plasma density, velocity, temperature, and IMF magni-
tude evident in Fig. 1 make it possible to associate the
recorded parameters from the GEOTAIL disturbance
with a fast forward shock. dt = ~100 nT/min (Kappenman 2006). Some power sys-
tem failures have been associated with the occurrence
of a SC or sudden impulse (SI) prior to the storm main
phase (Zhang et al. 2015). Although the ΔB associated
with SC/SIs is small compared to ΔB during substorms,
the dB/dt can still be large enough to induce dangerous
GICs in power systems. As an example, the destruction
of the New Zealand power system transformer reported
by Béland and Small (2004) coincided with a SC. Distur-
bances with dB/dt > 100 nT/min can occur during SC in
the auroral region, and the magnitude of the SC-associ-
ated dB/dt is not necessarily related to the intensity of the
following magnetic storm (Fiori et al. 2014). This shock causes an increase in SYM-H index to ~20
nT and a short impulsive increase in the auroral elec-
trojet index (AE) to ~800 nT (Fig. 1). After that, the AE
remained at elevated levels. Geomagnetic response on the ground to SC In this study, we consider the magnetospheric and ion-
ospheric response to the IP shock on January 24, 2012,
as observed with satellite magnetometers and particle
detectors, ground magnetometers and riometers, aurora
imagers, and the EISCAT radar. In addition, we have used
data from the GPS satellite navigation system to reveal
an ionospheric response to the IP shock. We attempt to
compose a comprehensive pattern of the global magneto-
sphere–ionosphere response, because such multi-instru-
ment studies can provide modelers with the potential
to cross-calibrate different effects. In our case study, we
attempted to consider some fine details of the geomag-
netic field, ionosphere, and auroral response to IP shocks
using local multi-instrument observations. In particular,
we examined the correspondence between the fine struc-
ture of the SC geomagnetic disturbance with the auroral,
ionospheric, and TEC short-time variations. We discuss
the features of the SC-related phenomena that are well
understood and those that still require further considera-
tion and modeling. We analyze data from latitudinal networks of magnetic
stations in different local time (LT) sectors. The codes
of the selected stations, their geographic coordinates,
and geomagnetic latitudes Φ and longitudes Λ are given
in Table 1. The locations of magnetic stations, riom-
eters, optical images, and GPS receivers are shown in
Fig. 2. Movements of the pierce points of the satellite/
GPS receiver radio paths intersecting the ionosphere at
300 km are shown for the period 1500–1530 UT. During the SC, the noon meridian is near the eastern
coast of Canada, and the CARISMA magnetometer array
(Mann et al. 2008) is in the morning sector. The profile
of the CARISMA stations along geomagnetic longitude
Λ of ~330° showing SC-associated magnetic disturbances
at various latitudes in the morning sector (LT = ~8.5) is
shown in Fig. 3. A negative PI (marked by the empty tri-
angle) preceding a positive MI is observed at very high
geomagnetic latitudes only, Φ > 72°. At lower latitudes
(below ~68°), only positive MI (marked by the filled tri-
angle) is recorded. Interplanetary shock on January 24, 2012h In this LT sector, the MI triggers quasi-monochromatic
slowly decaying pulsations (coined Psc4–5 by Saito and
Matsushita (1967)) at various latitudes, with periods
from T = ~5 min at Φ ~ 72° (RANK) to T = ~1.5 min at
Φ = ~58°–60° (PINA and THRF). An oscillatory response
at intermediate latitudes Φ = ~66° (GILL) is lacking.h Interplanetary shock on January 24, 2012
The arrival of an IP shock is revealed according to the
OMNI database on January 24, 2012, at ~1500 UT as a
rapid jump in the solar wind velocity from ~400 up to
~700 km/s, an interplanetary magnetic field (IMF) mag-
nitude B increase from ~3 up to ~30 nT, and the enhance-
ment of the solar wind density N up to ~15 cm−3. The
shock impact occurs during northward IMF Bz = ~15
nT. The resultant increase in the solar wind flow dynamic
pressure is P = ~10 nPa. However, the OMNI database
shows a pre-shock spike (a few minutes before the arrival
of the IP shock). The examination of the WIND satellite
raw magnetic and plasma 3-s data reveals that this pre-
shock spike is the result of an error introduced by the
algorithm in the OMNI database, predicting propagated
solar wind data to the subsolar bow shock.h The stations along the Russian Arctic shore (AMD,
DIK, TIX, and PBK) are in the night sector. The signa-
ture of the SC-associated PI and MI can be seen even
at some of those nighttime stations (e.g., TIX). The SC
triggers the development of a magnetic bay at PBK with
amplitude up to ~500 nT (Fig. 4), though the IMF Bz
remains northward both before and after the IP shock. The auroral indices demonstrate a bursty increase during
SC up to AE = ~800 nT (Fig. 1), amplitude upper index
(AU) = ~500 nT, and amplitude lower (AL) = ~−300 nT
(the latter are not shown). The SC triggers a “compres-
sion” bay at PBK, while a further association of this mag-
netic bay with a substorm needs more evidence. Therefore, we present the 1-min solar wind and IMF
data from the GEOTAIL satellite, located at a point
with GSE coordinates (30.25, −0.62, 3.15) RE during the Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 4 of 25 g. Interplanetary shock on January 24, 2012h 1 The interplanetary shock detected on January 24, 2012, during time interval 1400–1900 UT by GEOTAIL: the solar wind velocity [Vx compo-
nt (km/s)], solar wind density N (cm−3), plasma temperature (K), IMF magnetic field magnitude B (nT) and component Bz (nT), SYM-H index (nT),
d AE index (nT) Fig. 1 The interplanetary shock detected on January 24, 2012, during time interval 1400–1900 UT by GEOTAIL: the solar wind velocity [Vx compo-
nent (km/s)], solar wind density N (cm−3), plasma temperature (K), IMF magnetic field magnitude B (nT) and component Bz (nT), SYM-H index (nT),
and AE index (nT) We analyze in detail the multi-instrument data from
the dusk sector LT = ~17 (Scandinavia) (Fig. 2). The
IMAGE magnetometers (Tanskanen 2009) record a “clas-
sical” SC, with a positive MI and a preceding negative PI
at 1504 UT (Fig. 5). At a latitude of ~67°, the PI changes
its polarity from negative (TRO) to positive (NOR), while
the MI changes polarity between 68° and 74°. This polar-
ity reversal of the geomagnetic disturbance is commonly interpreted as evidence of a vortex-like structure of the
ionospheric currents associated with PI and MI. interpreted as evidence of a vortex-like structure of the
ionospheric currents associated with PI and MI. At latitudes of ~65°–67° (NOR, IVA, TRO, and
SOD), fast-decaying transient Psc5 pulsations with
T = ~5–6 min are triggered by the SC (Fig. 5). A period
of these pulsations is latitude dependent, so they can be
associated with Alfvenic oscillations of different geo-
magnetic shells, but not with cavity oscillations. Their At latitudes of ~65°–67° (NOR, IVA, TRO, and
SOD), fast-decaying transient Psc5 pulsations with
T = ~5–6 min are triggered by the SC (Fig. 5). A period
of these pulsations is latitude dependent, so they can be
associated with Alfvenic oscillations of different geo-
magnetic shells, but not with cavity oscillations. Their At latitudes of ~65°–67° (NOR, IVA, TRO, and
SOD), fast-decaying transient Psc5 pulsations with
T = ~5–6 min are triggered by the SC (Fig. 5). A period
of these pulsations is latitude dependent, so they can be
associated with Alfvenic oscillations of different geo-
magnetic shells, but not with cavity oscillations. Their Belakhovsky et al. Interplanetary shock on January 24, 2012h Earth, Planets and Space (2017) 69:105 Page 5 of 25 Page 5 of 25 Table 1 Magnetometers, riometers, and GPS receivers
Stations
Code
Geographic
latitude (°)
Geographic
longitude (°)
Geomagnetic
latitude (°)
Geomagnetic
longitude (°)
Ny Alesund
NAL
78.92
11.95
75.2
112.1
Longyearbyen
LYR
78.20
15.82
75.1
113.0
Barentsburg
BAR
78.07
14.23
75.4
110.4
Hornsund
HOR
77.00
15.60
74.1
109.6
Hopen Island
HOP
76.51
25.10
73.1
115.1
Bear Island
BJN
74.50
19.20
71.5
108.1
Nordkapp
NOR
71.09
25.79
67.7
109.4
Tromso
TRO
69.70
18.94
66.6
102.9
Abisko
ABK
68.35
18.82
65.3
101.8
Ivalo
IVA
68.56
27.30
65.1
108.6
Kiruna
KIR
67.84
20.42
64.7
102.6
Sodankyla
SOD
67.37
26.63
63.9
107.3
Oulu
OUJ
64.52
27.23
60.9
106.1
Hankasalmi
HAN
62.25
26.60
58.7
104.5
Jyväskylä
JYV
62.42
25.28
58.5
105.7
Lovozero
LOZ
67.97
35.08
64.2
114.5
Dixon
DIK
73.50
80.60
67.9
155.7
Tixie
TIX
71.59
128.78
65.7
196.9
Pebek
PBK
70.83
170.90
64.8
223.3
Amderma
AMD
69.47
61.42
61.7
147.7
Taloyoak
TALO
69.54
266.45
72.3
330.9
Rankin Inlet
RANK
62.82
267.89
72.2
336.0
Fort Churchill
FCHU
58.76
265.92
68.3
333.5
Gillam
GILL
56.37
265.36
66.0
333.1
Sanikiluaq
SNKQ
56.50
280.80
66.5
357.0
Island Lake
ISLL
53.86
265.34
63.6
333.4
Pinawa
PINA
50.20
263.96
60.0
331.7
Thief River Falls
THRF
48.03
263.64
57.8
331.5 Table 1 Magnetometers, riometers, and GPS receivers propagation, but with an apparent velocity even larger
than that of the PI. waveforms differ considerably from the Psc4–5 pulsa-
tions on the morning flank (Fig. 3). Therefore, the oscil-
latory responses of the magnetosphere on the IP shock at
the morning and evening flanks are independent. (See figure on next page.)
Fig. 2 A map with selected magnetometers (triangles), riometers (asterisks), and GIC stations (boxes) in Scandinavia used for the study of the SC
event on January 24, 2012 (upper panel). Movement of the GPS pierce points (intersections with the ionosphere at 300 km of raypaths between GPS
satellite and ground receiver) during the period 1500–1530 UT is shown by a line between two asterisks. Bottom panel the same as in the upper panel,
but for Canada. Dark dots denote the geomagnetic projections of the THEMIS and GOES satellites Magnetic and particle response to SC in the
near‑Earth space l
A detailed examination of the PI at stations IVA–SOD–
OUL–HAN, covering latitudes from ~59° to ~65° (Fig. 5),
reveals its apparent poleward propagation. This effect
may be interpreted as a delay owing to different Alfven
pulse propagation times from an excitation region in the
equatorial magnetosphere toward the ionosphere along
different field lines with latitude-dependent Alfven peri-
ods TA(Φ). A peak of the MI also demonstrates poleward During this event, the THEMIS-A, D, and E probes are
near the morning side magnetopause (in GSE coordi-
nates X = ~5 RE, Y = ~−8 RE) above the magnetospheric
equatorial plane (Z ~ 5 RE). With respect to the distance
from the Earth, they are located at 1503 UT in the follow-
ing order: probe E (11.43 RE), D (11.37 RE), and A (11.21
RE). Their geomagnetic projections are shown in Fig. 2 i g
p g
Fig. 2 A map with selected magnetometers (triangles), riometers (asterisks), and GIC stations (boxes) in Scandinavia used for the study of the SC
event on January 24, 2012 (upper panel). Movement of the GPS pierce points (intersections with the ionosphere at 300 km of raypaths between GPS
satellite and ground receiver) during the period 1500–1530 UT is shown by a line between two asterisks. Bottom panel the same as in the upper panel,
but for Canada. Dark dots denote the geomagnetic projections of the THEMIS and GOES satellites Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 6 of 25 Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 7 of 25 The magnetograms (X-component in 104 nT) of the latitudinal profile of stations TALO, RANK, FCHU, GILL, ISLL, PINA, and THRF from the
MA array during the time period 1440–1540 UT. Geomagnetic latitudes are indicated near the station codes. Gray line shows variations of
tric absorption at RANK. The PI and MI impulses are denoted with empty and filled triangles, respectfully Fig. 3 The magnetograms (X-component in 104 nT) of the latitudinal profile of stations TALO, RANK, FCHU, GILL, ISLL, PINA, and THRF from the
CARISMA array during the time period 1440–1540 UT. Geomagnetic latitudes are indicated near the station codes. Gray line shows variations of
riometric absorption at RANK. The PI and MI impulses are denoted with empty and filled triangles, respectfully ~1503:15 UT with an amplitude ΔB = ~70–80 nT (Fig. 6,
upper panel). Magnetic and particle response to SC in the
near‑Earth space About 30 s later, a short pulse of the plasma
Earthward (anti-sunward) speed is detected with a peak
amplitude Vx ~ 1000 km/s (probe E), ~700 km/s (probe
D), and ~300 km/s (probe A). The plasma density Np
starts to grow gradually ~40 s later. (bottom panel). The satellite data are presented in the
solar magnetospheric (GSM) coordinate system, with the
X-axis directed toward the Sun, the XZ plane containing
the dipole axis, and Y toward the dusk. p
The THEMIS onboard magnetometers detect a strong
compression of the magnetospheric magnetic field at Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 8 of 25 Fig. 4 Data from the Russian Arctic shore magnetometers (X-component in 104 nT) AMD, DIK, TIK, and PBK and riometer TIX during the period
1400–2000 UT. Geomagnetic latitudes and LT are indicated near the station codes Fig. 4 Data from the Russian Arctic shore magnetometers (X-component in 104 nT) AMD, DIK, TIK, and PBK and riometer TIX during the period
1400–2000 UT. Geomagnetic latitudes and LT are indicated near the station codes Detailed comparison of the compressional front
recorded by the THEMIS probes reveals a clear propa-
gation effect, indicating the time delay between the
compression fronts in component Bt at probes E and
D of Δt = 15 s and between probes D and A of Δt = 10 s
(Fig. 6, top panel). These delays correspond to the appar-
ent velocity of the magnetic compression propagation
VED = ~300 km/s and VDA = ~240 km/s. For the simulta-
neously recorded local plasma and magnetic field param-
eters (Np = 0.8 cm−3, background electron temperature
Te = 800 eV, and B = 75 nT), the local Alfven velocity is
VA (km/s) = 22 B (nT)/
N (cm−3) = ~1800 km/s, and the sound velocity is Vs = ~280 km/s. Magnetic and particle response to SC in the
near‑Earth space The estimated com-
pression front propagation velocity, neglecting the wave
front orientation, is much less than the local Alfven velocity,
so the Alfven Mach number is estimated to be MA = ~0.2.h There is the possibility of estimating the shock veloc-
ity Vsh and shock normal to the front n from single point
measurements using the coplanarity theorem (i.e., the
absence of E parallel to n) from the relationships (Oliveira
2017): Vsh = ρ2
⇀υ2 −ρ1
⇀υ1
ρ2 −ρ1
⇀n
n = ± (B1 −B2) × (B1 × B2)
(B1 −B2) × (B1 × B2)
, Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 9 of 25 ρ and V are the plasma density and velocity and B
magnetic field vector The indices 1 and 2 denote
According to the Harvard-Smithsonian Center for
Astrophysics IP shock database (www cfa harvard edu/
The magnetometer data (X-component in 104 nT) along the latitudinal profile HOR-BJN-NOR-TRO-IVA-SOD-OUL-HAN from the IMAGE array
the time period 1500–1530 UT Fig. 5 The magnetometer data (X-component in 104 nT) along the latitudinal profile HOR-BJN-NOR-TRO-IVA-SOD-OUL-HAN from the IMAGE array
during the time period 1500–1530 UT where ρ and V are the plasma density and velocity and B
is the magnetic field vector. The indices 1 and 2 denote
the medium parameter prior to (upstream) and after
(downstream) a shock, respectively. According to the Harvard-Smithsonian Center for
Astrophysics IP shock database (www.cfa.harvard.edu/
shocks/wi_data), the shock under study is a fast forward
shock with the front normal orientation characterized by Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 10 of 25 g. 6 The THEMIS-A (black), E (green), and D (red) FGS magnetometer data (in GSM coordinates): total magnitude Bt, total plasma density Np;
sma velocities Vx and Vy; fluxes of electrons with E = 31 keV, and components Bx and By during the time period 1502–1506 UT Fig. 6 The THEMIS-A (black), E (green), and D (red) FGS magnetometer data (in GSM coordinates): total magnitude Bt, total plasma density Np;
plasma velocities Vx and Vy; fluxes of electrons with E = 31 keV, and components Bx and By during the time period 1502–1506 UT and Vs = ~54 km/s. The resultant Alfven Mach number
is MA = 5.8. Magnetic and particle response to SC in the
near‑Earth space The delay between the absorption onset and
MI may signify either that the PI causes electron accel-
eration in the upper ionosphere or that the MI stimu-
lates electron pitch angle diffusion into the loss cone
in the equatorial plane. In the latter case, a time delay
between the geomagnetic and riometer responses is
caused by the difference of energetic (>30 keV) electron
velocity and Alfven velocity upon the propagation along
a field line.h In an inhomogeneous system, a fast mode wave must
be partially converted into an Alfven wave. For an azi-
muthally large-scale disturbance such as the SC, the
excited toroidal Alfven mode should have a dominating
radial component of the wave electric field Ex, an azi-
muthal component of the magnetic field By, and plasma
velocity Vy. However, the expected Alfven wave signa-
tures can hardly be found in the THEMIS data (Fig. 6).h The geosynchronous satellite, GOES-13, is in the
morning sector (~10 LT) during the SC. The onboard
magnetometer records the Earth’s magnetic field com-
ponents, with Bp perpendicular to the satellite’s orbital
plane, Be pointing earthward parallel to the satellite-
Earth center line, and Bn perpendicular to both Bp and Be
and pointing eastward. A strong compression of magne-
tospheric magnetic field (as evident from the compres-
sional component Bp) with an amplitude ΔB = ~70 nT
(Fig. 7) is detected. The azimuthal component Bn shows
the excitation of the transient long-period toroidal
Psc5 pulsations (T = ~5–6 min) and long-lasting short-
period Pc3–4 (T = ~40–50 s) pulsations triggered by
the SC-related disturbance of the azimuthal component
ΔBn = ~10 nT.l i
The auroral response to the SC in the post-noon sec-
tor has been examined with data from two optical instru-
ments at Svalbard. A keogram and time variations of
auroral emission intensity for a fixed scan angle have
been constructed from digital images from the hyper-
spectral all-sky camera NARUSCA II (Barentsburg)
(Sigernes et al. 2012). Figure 9 shows the onset of discrete
auroral forms triggered by the SC in several spectral lines. The emission lines at wavelengths 486.1 and 656.3 nm
are from the proton impact excitation of hydrogen (Hβ
and Hα) emissions selected for a scanning angle of −30°. The forbidden 557.7, 630.0, and 636.4 nm emissions are
due to electron impact excitation of atomic oxygen [OI]. Magnetic and particle response to SC in the
near‑Earth space An estimate using the above formulas for the time 1503
UT for the magnetic field pulse detected inside the magne-
tosphere by THEMIS-E gives Vsh = ~770 km/s. The esti-
mated velocity is higher than the velocity determined from the angle between the normal and geocentric solar eclip-
tic (GSE) X-axis θxn = ~−30° and φ = ~170°. Indeed, for
the jump of the magnetic field and velocity owing to the
IP shock recorded by WIND satellite on 1440 UT located
in the solar wind at (196, −39, −15) RE, the above rela-
tionships give Vsh = ~625 km/s for local VA = ~94 km/s and Vs = ~54 km/s. The resultant Alfven Mach number
is MA = 5.8. An estimate using the above formulas for the time 1503
UT for the magnetic field pulse detected inside the magne-
tosphere by THEMIS-E gives Vsh = ~770 km/s. The esti-
mated velocity is higher than the velocity determined from Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 11 of 25 the time delay between THEMIS-D and A. Nonetheless,
for local magnetospheric parameters, the Alfven Mach
number is MA = ~0.4. Despite some discrepancies, the
values of the effective Mach number obtained with both
techniques indicate that the compression disturbance can-
not be imagined as a shock inside the magnetosphere. energetic electrons with E = ~30–100 keV into the bot-
tom ionosphere. Riometers of the Finland network show
an occurrence of isolated SC-associated bursts of pre-
cipitation at all latitudes from 59° to 74° (Fig. 8). Notice a
reversal of the MI polarity between ABK and HOR. The
riometer data show apparent poleward propagation. A detailed comparison of riometer absorption and
geomagnetic variations (black and red lines) in the
morning sector (Fig. 3) and in the post-noon sector
(Fig. 8) at sites where both instruments are available
demonstrates that the onset of energetic electron pre-
cipitation responsible for riometer bursts nearly coin-
cides with the onset of PI and is slightly ahead (~1 min)
of the MI. The peaks of the riometer absorption nearly
coincide with the MI. In the night sector (TIX), the PI
also coincides with the onset of the riometer absorption
increase. Magnetic and particle response to SC in the
near‑Earth space A comparison of hydrogen and oxygen emissions shows
that the main proton precipitation (second panel) starts
nearly simultaneously (~1509 UT) with main electron
precipitation (third panel). In the SC-induced electron
precipitation, the intensity of the green emission is much
higher than the intensity of the red emission, in contrast
to typical dayside cusp aurora. Therefore, for SC-induced
precipitation, electrons with higher energies (≫1 keV)
dominate.h An immediate particle flux response to the SC looks
different in different energy channels of the electron
detectors. The magnetic field compression at ~1504
UT recorded by THEMIS and GOES is accompanied
by a positive ~5–6 min duration pulse of flux of ener-
getic electrons with E > 10 keV (Figs. 6, 7). At higher E,
up to relativistic energies of ~2 MeV, this positive pulse
is closely followed by a gradual increase in fluxes (not
shown).hl The growth of particle fluxes with E = ~30–40 keV
starts nearly simultaneously with the positive PI on the
ground in the same morning sector (SNKQ) (Fig. 7). The flux of 40-keV electrons ΔJe rapidly increases from
~4 × 104 e/(cm2 s str) to ~2 × 105 e/(cm2 s str) (Fig. 7). A rapid enhancement, more than four times, of fluxes
of electrons with relativistic energies, E > 2 MeV, is also
observed (Fig. 7). The detected rates of increase, ΔJe/Je, in
energetic and relativistic electron fluxes are larger than
the bound imposed by adiabatic betatron acceleration,
~ΔB/B = ~0.7. The main growth of the auroral emission intensities is
preceded by a weak intensity increase that starts around
1505 UT (Fig. 9). This auroral intensification starts
nearly simultaneously with the onset of the riometer
burst at NOR and the positive PI in the magnetic record
at BAR. Riometer and auroral optical response to SC Riometer observations of cosmic noise absorption pro-
vide the capability of monitoring the precipitation of Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 12 of 25 Fig. 7 The magnetometer [magnetic field Be, Bn, and Bp/Bt components in (nT)] and particle (fluxes of electrons Je with E = 40 keV and >2 MeV [in e/
(cm2 s sr)] data from the geosynchronous satellite GOES-13 and conjugate ground station SNKQ [X-component in (104 nT)] during the time interval
1450–1530 UT Fig. 7 The magnetometer [magnetic field Be, Bn, and Bp/Bt components in (nT)] and particle (fluxes of electrons Je with E = 40 keV and >2 MeV [in e/
(cm2 s sr)] data from the geosynchronous satellite GOES-13 and conjugate ground station SNKQ [X-component in (104 nT)] during the time interval
1450–1530 UT The keogram constructed with data from the meridian
scanning photometer at a somewhat higher latitude (LYR)
shows a simultaneous activation of the red (630.0 nm) and
green (557.7 nm) emissions (Fig. 10). The main increase
in auroral intensity is preceded by a weak green line emis-
sion enhancement at scanning angle ~160° that started at ~1505 UT, simultaneous with the PI and the onset of the
riometer burst (HOR). This weak enhancement has the
form of three narrow auroral poleward moving arcs that
eventually merge into a wide-latitude auroral increase.h The onset of the main increase in red and green emis-
sion intensities above LYR (scan angle 90°) is delayed Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 13 of 25 Fig. 8 Cosmic noise absorption (black line) and X-component magnetic field (red line) variation along the profile of stations HOR-ABK-IVA-SOD-OUL-
JYV from the Finland riometer network and IMAGE array during 1450–1550 UT Fig. 8 Cosmic noise absorption (black line) and X-component magnetic field (red line) variation along the profile of stations HOR-ABK-IVA-SOD-OUL-
JYV from the Finland riometer network and IMAGE array during 1450–1550 UT ~4 min as compared with the peak of the magnetic dis-
turbance at LYR (Fig. 10). α > 15° during the SC event is shown in Fig. 2 (bottom
panel). The TEC data derived from signals from different
GPS satellites received at station CHUR demonstrate that
a gradual vTEC growth starts right after the SC (Fig. 11,
bottom panel). The relative increase, ∆(vTEC)/(vTEC),
reaches 40%. Riometer and auroral optical response to SC The TEC growth during the SC in the
morning sector is observed at latitudes above 60° only. These variations are possibly the result of enhancement
of the global electric field of the ionosphere (Nayak et al. 2016). Ionospheric TEC response to SC as observed by the
GPS system We have examined the TEC response using 30-s data
from the worldwide GPS receivers compiled into the IGS
system. The slant TEC data have been converted into ver-
tical TEC data, vTEC. The TEC response in the morning hours (Canadian
sector) is shown in Fig. 11 (bottom panel). The location of
the pierce points for all radio paths with elevation angles In the evening sector (Scandinavia), vTEC variations
have been constructed for different radio paths between Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 14 of 25 Fig. 9 Keogram of 630.0 nm emission intensity (scan angle—UT) produced from the digital image of the NORUSCA hyperspectral all-sky imager
(Barentsburg); intensity variations (in Rayleigh) of emissions produced by proton precipitation 486.1 nm (multiplied by 5) and 656.3 nm, and by elec-
tron precipitation 557.7, 630.0, and 636.4 nm, riometer (in dB), and geomagnetic (X-component) (in nT) variations at stations HOR and BAR during
the time interval 1500–1530 UT Fig. 9 Keogram of 630.0 nm emission intensity (scan angle—UT) produced from the digital image of the NORUSCA hyperspectral all-sky imager
(Barentsburg); intensity variations (in Rayleigh) of emissions produced by proton precipitation 486.1 nm (multiplied by 5) and 656.3 nm, and by elec-
tron precipitation 557.7, 630.0, and 636.4 nm, riometer (in dB), and geomagnetic (X-component) (in nT) variations at stations HOR and BAR during
the time interval 1500–1530 UT available GPS satellites and the KIRU receiver. The loca-
tion of relevant pierce points with α > 15° during the
SC event is shown in Fig. 2 (upper panel). With a back-
ground of a gradual increase in vTEC, a superposed posi-
tive pulse of vTEC is observed with an amplitude up to
Δ(vTEC) = ~1 TECu (Fig. 11, upper panel). The relative
increase, ∆(vTEC)/vTEC, produced by the pulse is about
8–9%. The onset of the TEC pulse coincides with the PI at sta-
tion KIR, but no PI signatures can be seen in the TEC wave-
forms. The peak of the TEC pulse coincides with the peak
of the geomagnetic MI at KIR. The observed ionospheric
response may be caused by different mechanisms. To iden-
tify a responsible mechanism, it is important to determine
the vertical structure of an ionospheric disturbance. Such a
structure can be measured with VHF incoherent radar. available GPS satellites and the KIRU receiver. Ionospheric TEC response to SC as observed by the
GPS system The loca-
tion of relevant pierce points with α > 15° during the
SC event is shown in Fig. 2 (upper panel). With a back-
ground of a gradual increase in vTEC, a superposed posi-
tive pulse of vTEC is observed with an amplitude up to
Δ(vTEC) = ~1 TECu (Fig. 11, upper panel). The relative
increase, ∆(vTEC)/vTEC, produced by the pulse is about
8–9%. Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 15 of 25 ams of 630.0, 557.7, and 6563 nm emissions recorded by meridian scanning photometer at LYR (upper panels), vertical intensities of
557.7 nm emissions (in Rayleigh), riometer variations (in dB), and geomagnetic variations (X-component) (in nT) at station HOR during
val 1500–1530 UT Fig. 10 Keograms of 630.0, 557.7, and 6563 nm emissions recorded by meridian scanning photometer at LYR (upper panels), vertical intensities of
630.0 nm and 557.7 nm emissions (in Rayleigh), riometer variations (in dB), and geomagnetic variations (X-component) (in nT) at station HOR during
the time interval 1500–1530 UT Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 16 of 25 AT
d
t th SC
l
i
t
i
th
i
h
i
l
l
it
V
a
b
1 a The vTEC data (in TECu) from satellites with α > 15° in the Scandinavian sector from the KIRU GPS receiver for various GPS satellites
02, 04, 05, 10, 12, 13, 25, 29, 31) during the time period 1450–1520 UT. Bottom panel shows magnetic variations from station KIR (X-com-
nt in [104 nT]); b vTEC data (in TECu) from satellites with α > 15° in the Canadian sector from the CHUR GPS receiver for various GPS satellites
02, 04, 10, 13, 16, 23, 30). Bottom panel shows magnetic variations from station FCHU (X-component in 104 nT). Location of the ionospheric
e points during the SC is shown in Fig. 2 b Fig. 11 a The vTEC data (in TECu) from satellites with α > 15° in the Scandinavian sector from the KIRU GPS receiver for various GPS satellites
(PRN#02, 04, 05, 10, 12, 13, 25, 29, 31) during the time period 1450–1520 UT. Bottom panel shows magnetic variations from station KIR (X-com-
ponent in [104 nT]); b vTEC data (in TECu) from satellites with α > 15° in the Canadian sector from the CHUR GPS receiver for various GPS satellites
(PRN#02, 04, 10, 13, 16, 23, 30). Ionospheric TEC response to SC as observed by the
GPS system Bottom panel shows magnetic variations from station FCHU (X-component in 104 nT). Location of the ionospheric
pierce points during the SC is shown in Fig. 2 EISCAT radar response to the SCh clear signatures in the ionospheric plasma velocity Vi
coherent with the magnetic disturbance are observed. EISCAT reveals sharp increases in ion and electron tem-
peratures, Ti and Te, at heights h > 140 km. In addition
to the Ne enhancement, a short-time (1505–1509 UT)
burst of electron temperature Te at h > 150 km and ion EISCAT radar response to the SCh The EISCAT incoherent radar system in Tromsø provides
a vertical profile up to 200 km for the main ionospheric
parameters with a cadence of 1 min. The EISCAT-meas-
ured electron density, Ne, evidently shows an impul-
sive response to the SC (Fig. 12). At the same time, no Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 17 of 25 Fig. 12 Altitude variations of ionospheric parameters measured by EISCAT during 1430–1530 UT: electron density Ne, ion temperature Ti, electron
temperature Te, and ion velocity Vi. Dashed vertical line denotes the moment of PI recorded in the TRO magnetometer data Fig. 12 Altitude variations of ionospheric parameters measured by EISCAT during 1430–1530 UT: electron density Ne, ion temperature Ti, electron
temperature Te, and ion velocity Vi. Dashed vertical line denotes the moment of PI recorded in the TRO magnetometer data temperature Ti at h > 140 km is detected. The Ne burst
lasts longer than the Te and Ti bursts (from 1504 to 1511
UT). (~1 min). The onset and duration of the EISCAT-meas-
ured Ne pulse and the GPS-detected TEC pulse are nearly
the same, 1504–1511 UT, which indicates that both
pulses are manifestations of the same disturbance. )
The most evident response in the electron density Ne
can be seen at h = 100–180 km (Fig. 13). A growth of Ne
in the E-layer (120 km) starts simultaneously with the
riometer increase and the PI. The increase in Ne from
~1010 to ~1.7 × 1011 m−3 reaches a maximum simulta-
neously with the MI peak, but decays during a period
of ~2 min, which is longer than the duration of the MI GIC response to the SCi An interesting and significant manifestation of the SC is
the burst of GIC in the ground technological systems. The Polar Geophysical Institute (Apatity, Russia) has
deployed and operated a system for recording GIC in Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 18 of 25 Fig. 13 Ionospheric and geomagnetic observations during January 24, 2012, at 1430–1530 UT (from top to bottom): altitude distribution of electron
density Ne variations measured by EISCAT; variations of Ne at altitude z = 121 km; and magnetic field variations [X-component in (nT)] at TRO and
riometer variations (in dB) at IVA Fig. 13 Ionospheric and geomagnetic observations during January 24, 2012, at 1430–1530 UT (from top to bottom): altitude distribution of electron
density Ne variations measured by EISCAT; variations of Ne at altitude z = 121 km; and magnetic field variations [X-component in (nT)] at TRO and
riometer variations (in dB) at IVA power lines since 2010 (Sakharov et al. 2009; Viljanen
2011). This system consists of five stations elongated in a
latitudinal direction in the Kola Peninsula and in Karelia. In this study, we use data from the stations Vykhodnoj
(VKH) with geographic coordinates 68.83°N, 33.08°E and
Kondopoga (KND) with coordinates 62.21°N, 34.28°E
(see map in Fig. 2, upper panel). caused by the SC is about two times higher than the GIC
during the subsequent substorm intensifications, though
the SC amplitude (~400 nT) is less than the amplitude of
the substorm-associated magnetic bay (~600 nT). This
fact matches well with a higher amplitude of dX/dt dur-
ing the SC as compared with that during the substorm
intensifications at ~1830 UT and ~2130 UT. During the SC, a rapid burst of GIC is recorded at both
stations VKH and KND (Fig. 14). The amplitude of the
GIC at VKH reaches ~30 A. Variations of the GIC are
similar to variations of the magnetic field derivative, dX/
dt, at the nearby magnetic station LOZ. During the SC,
the dX∕dt level reaches ~180 nT/min. The GIC intensity impact on the geomagnetic field and ionosphere We have presented a comprehensive picture of the IP
shock impact onto the magnetosphere, ionosphere, and
geomagnetic field, as detected by various instruments. Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 19 of 25 Fig. 14 GIC recordings (in A) at stations VKH and KND on January 24, 2012, at 1400–2400 UT (two bottom panels). Upper panel shows geomagnetic
variations (X-component in [104 nT]) and magnetic field variability dX/dt (in nT/s) at nearby magnetic station LOZ Fig. 14 GIC recordings (in A) at stations VKH and KND on January 24, 2012, at 1400–2400 UT (two bottom panels). Upper panel shows geomagnetic
variations (X-component in [104 nT]) and magnetic field variability dX/dt (in nT/s) at nearby magnetic station LOZ We hope that the inter-calibration of the observed effects
will help modelers to validate the models of the solar
wind–magnetosphere–ionosphere coupling during the
SC. Though our observations of the SC event can be
basically understood in the framework of existing under-
standing, some features still require additional considera-
tion and modeling. the magnetosphere, but some reaches the Earth. The
ground signal is gradually built up with a time, gov-
erned by the propagation time of the MHD disturbance
from different parts of the magnetopause and the time of
sweeping the dayside magnetosphere by a shock. At the
front of a fast compressional wave, an Alfven pulse can be
generated. This pulse was suggested to produce a high-
latitude PI (Nishida 1964). The transmission of an Alfven
pulse through the ionosphere should cause a negative
H-component disturbance at the ground, preceding a MI. Therefore, the MI and PI are two nearly overlapping wave A rapid displacement of the magnetopause caused by
an IP shock induces a magnetic disturbance propagat-
ing as a fast compressional wave inward in the magneto-
sphere. Most of this wave energy is scattered throughout Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 20 of 25 Page 20 of 25 The lack of an oscillatory Psc5 response at intermedi-
ate latitudes, Φ = ~66°, is probably caused by the plas-
mapause, because in its vicinity the radial gradient of
the Alfven period, TA(Φ), becomes smooth. Therefore,
a mode conversion into Alfven oscillations of a geo-
magnetic shell is weak in this region. Drivers with band-
limited spectral content, exciting transient Alfven wave
response in a limited range of latitudes only, may be dif-
ferent. impact on the geomagnetic field and ionosphere Since the IP shock discussed
here has very similar properties to the one simulated by
Oliveira and Raeder (2014), with exactly the same shock
impact angle, their conclusions support the argument
of the lack of cavity mode excitation in observed in the
event discussed in this paper. i
Our estimate of the compressional front velocity, from
either timing analysis or the jump in plasma parameters,
does not support the idea of the shock wave propagation
pattern through the magnetosphere. All obtained val-
ues of MA = ~0.2–0.4 in the outer magnetosphere indi-
cate that the IP shock cannot survive when propagating
through the magnetosphere, so the compression front
cannot be imagined as a weak shock inside the magne-
tosphere, in contrast to the modeling predictions (Sam-
sonov et al. 2007). The fact that an apparent propagation
velocity of the magnetic field compression is less than the
local VA does not exclude the possibility that this com-
pression is caused by the fast mode, because in an inho-
mogeneous system, the group velocity of this mode is less
than VA (Allan and Wright 1998). The equatorward portion (~65°–79°) of the morning
auroral oval is occupied by energetic electron precipita-
tion observed from the ground as a region with diffuse
green emissions, while in the poleward part of the oval
(~75°–83°), there is a region of soft electron precipita-
tion corresponding to red emission aurora (Zhou et al. 2003). Diffuse green aurora is primarily caused by the
precipitation of energetic electrons (0.1–30 keV) over
a broad latitude range (CPS type plasma). The red dis-
crete aurora is dominated by soft electron precipitation
(0.1–1 keV), which corresponds to injections of magne-
tosheath plasma. Two types of responses of the dayside/
morning aurora to an IP shock were observed: (1) a “fast”
(in ~1 min) onset of the green diffuse aurora manifested
as a relatively uniform luminosity structure in the equa-
torward edge of the oval and (2) a “slow” (with a delay
of ~4–5 min) substantial enhancement of a discrete red
emission band at a higher latitude (Motoba et al. 2009;
Liu et al. 2015). This two-step development of the post-
noon shock aurora supposes the operation of several
mechanisms of auroral intensification. impact on the geomagnetic field and ionosphere The wave energy can be transported to a resonant
magnetic shell as an evanescent large-scale magneto-
pause surface mode or as a waveguide/cavity mode (e.g.,
Hartinger et al. 2012). Both the surface mode and wave-
guide mode would be inevitably resonantly converted
into the Alfven field line oscillations. processes of different physical nature. However, there are
still no reliable in situ confirmations of the mechanism of
the PI generation at the compressional wave front. In the
present event, neither the satellite magnetometers nor
the plasma sensors have revealed any clear signature of
excited Alfven waves. In contrast, the nature of a short
pulse of earthward plasma velocity behind the magnetic
compression front (at 1502:20 UT in Fig. 6) is unclear. According to global MHD modeling (Samsonov et al. 2007), the transmitted shock should propagate as a weak
shock with MA slightly greater than 1 through the mag-
netosphere and then partially (~30%) reflect from the
plasmapause/ionosphere. Further, the interaction of the
reflected shock with the magnetopause should launch a
secondary fast compressional wave moving inward into
the magnetosphere, etc. This scenario in effect may sug-
gest an effective excitation of the MHD cavity mode
trapped between the magnetopause and the plasma-
pause/ionosphere. However, these theoretical predic-
tions on effective reflection of a fast mode from the inner
magnetosphere and subsequent formation of a cavity
mode have not been supported by our observations. Upon analysis of the space and ground magnetometer
data, no global coherent oscillatory response to the SC
has been found. In our opinion, a very rare occurrence
of the global cavity mode is a natural consequence of a
weak reflection of a large-scale MHD mode with scale
size ~10 RE from a small target (Earth) with scale size
~1 RE. The lack of cavity mode excitation in our analysis
may be supported by numerical MHD simulation of IP
shock impacts on the magnetosphere with different nor-
mal orientations by Oliveira and Raeder (2014). These
authors concluded that the shock impact angle plays
a major role in effectively compressing the magneto-
sphere, thereby leading to a more favorable scenario for
cavity mode excitation due to symmetric magnetosphere
compression. They found that inclined strong shocks
did not lead to cavity wave excitation, and only shocks
with normal incidence did. impact on the geomagnetic field and ionosphere The fast response
may be related to a fast magnetosonic pulse propagat-
ing across the magnetosphere from the region of the IP
shock impact on the magnetopause, with a velocity ~103 Only latitudinally localized transient Psc5 pulsations at
the dawn and dusk flanks have been observed that cor-
respond to the independent response of resonant field
lines in the morning and evening sectors (Samsonov et al. 2011). Some characteristic features of these pulsations
indicate their resonant nature, including a frequency
dependence on latitude and an apparent poleward prop-
agation along the latitudinal magnetometer array (not
shown). Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 21 of 25 Page 21 of 25 km/s, whereas a slow intense response is caused by the
disturbance propagating along the magnetospheric flanks
with a shock velocity in the magnetosheath. inductive downward electric field on the SC compres-
sional front propagating from the dayside magnetopause
is a probable candidate for triggering a substorm, but not
the disturbances generated by the motion of the flank
magnetopause. In the case under examination, the IMF is
northward both before and after the SC, which excludes
the possibility of substorm triggering associated with a
southward IMF. A possible trigger may be transported
by a fast compression front from the dayside magneto-
pause via the magnetosphere or by a disturbance of the
solar wind flow around the magnetopause. According
to our observations and timing estimates, the inductive
downward electric field transported through the magne-
tosphere to the magnetotail by a fast mode front may be
a probable candidate to trigger the substorm. However,
whether all substorms are triggered is still a controversial
issue, because not all magnetic bays are associated with
auroral substorms. Although ~50% of the IP shocks do
produce negative magnetic bays at nightside, only less
than 10% of the SC causes an auroral breakup (Liou et al. 2003). Therefore, it is likely that the observed magnetic
bay at PBK is not associated with the auroral breakup but
with enhanced convection due to a sudden compression
and should be classified as a “compression bay.”h y
g
In the photometer observations at LYR, a response
to the IP shock has been observed in the green and red
channels starting at ~1505 UT in the equatorward part
of the auroral oval (Fig. 10). impact on the geomagnetic field and ionosphere The response develops into
two polar moving arcs with comparable intensities (~1
kR) in both channels until 1509 UT, at which time the
intensity of the green channel overcomes the red emis-
sion line. After this time, the green channel has three to
four times the intensity of the red, and the two arcs stop
their poleward movement. In addition, a new green arc
is formed in the poleward part of the oval (between 30°
and 60° scan angle) starting at ~1511 UT. At this time, a
very strong proton arc forms, and at ~1519 UT, it com-
pletely subsides in the equatorward portion of the oval
(between 130° and 165° scan angles). Therefore, our
observations do not coincide completely with the previ-
ous observations (Motoba et al. 2009; Liu et al. 2015). We
do observe a two-step development with weak poleward
moving arcs, which after a few minutes stop their pole-
ward movement and increase substantially in intensity. However, we do not observe a difference in the red and
green channel in terms of behavior, except for the added
poleward arc of the green emission channel. i
The propagation of the PI from high to low latitudes
is often interpreted as an instantaneous transmission of
atmospheric THo mode along the ionosphere–ground
waveguide (Kikuchi and Hashimoto 2016), though some
researchers (e.g., Yumoto et al. 1997; Chi et al. 2001)
consider this mechanism questionable because of the
observed finite time delay between the PI detected at
separated sites. Engebretson et al. (1999) revealed dis-
persive propagation of the PI in early morning hours at
speeds decreasing from ~150 to ~50 km/s directly away
from a source near the cusp using ground observatories
in the Arctic and Antarctic regions. For the event under
study, the observed poleward PI propagation pattern
contradicts the model of atmospheric THo mode near-
instantaneous transmission. A sudden brightening of the aurora in response to the
IP shock is commonly observed on the dayside within
a few hours of LT. The initial brightening is known to
immediately propagate to the midnight sector, occupying
most of the oval in ~20 min. In contrast to this auroral
transient, a sudden brightening of auroral patches with
lifetimes of 5–6 min in the midday sub-auroral zone
detached from the oval is observed within 1 min of the
SC (Liou et al. 2003). impact on the geomagnetic field and ionosphere We are not aware of any model that would be
capable of estimating the energy spectrum of precipitat-
ing electrons from TEC disturbances. A TEC response to IP shock may be considered as
a good observational test for the study of the impul-
sive magnetosphere–ionosphere interaction. To date,
a TEC response to the SC has not been well examined
and understood. A similar effect was reported by Jay-
achandran et al. (2011), who found an isolated ~0.6–1.2
TECu pulse produced by a sudden compression of the
magnetosphere using CHAIN receivers, but not by the
SC. An application of a GPS triangulation technique
revealed that the TEC changes propagated with a speed
of 3–6 km/s in the anti-sunward direction near noon
and ~8 km/s in the sunward direction in the pre-noon
lower latitude sector. Simultaneous with the TEC pulse,
a small (0.1–0.2 dB) but detectable pulse in absorption
was observed. The authors proposed that these TEC
changes were seemingly due to electron density enhance-
ment in the F region caused by particle precipitation. In
the current examined event, the driver of the SC is dif-
ferent from the event considered in (Jayachandran et al. 2011). The case study of TEC response to IP shock by
Jin et al. (2016) suggested that a shock-generated TEC
variation is a “duplication” of the shock aurora due to
the same mechanism. The core of this mechanism is the
generation of electromagnetic VLF waves that cause elec-
tron pitch angle scattering into the loss cone and diffuse
aurora. This mechanism was proposed to be responsible
for the fast anti-sunward propagation of the diffuse auro-
ral-related TEC signal with velocity of ~13 km/s. At the
same time, newly established upward field-aligned cur-
rents may increase electron precipitation into the iono-
sphere and cause discrete aurora along the oval poleward
boundary. These currents were suggested to be responsi-
ble for the random intensification of the auroral-related
TEC signal near the poleward oval boundary. However,
the idea that the TEC variation is a “duplication” of the
shock aurora met with some issues. The observed shock-
generated TEC enhancement was a single 2–3-min pulse
with a delayed start and peak time, indicating a propagat-
ing shock compression, while the diffuse shock aurora
lasted ~10–20 min. impact on the geomagnetic field and ionosphere This auroral transient is associ-
ated with the precipitation of preexisting trapped central
plasma sheet particles caused by magnetospheric com-
pression. The reason for the midday sub-auroral patch
being separated from the oval is not understood. We do
not think that our MSP observations could be interpreted
as a manifestation of the short-lived midday sub-auroral
patch, because the Svalbard MSP is located at a latitude
that would be too high. Adiabatic compression of the magnetospheric mag-
netic field, ΔB, results in a particle energization and flux
enhancement, ΔJ, that follows as ΔJ/J ~ ΔB/B. Accord-
ing to GOES-13 observations, the sudden enhancement
of fluxes of energetic protons is ΔJ/J = ~3 and relativis-
tic electrons is ΔJ/J = ~4, while the magnetic field com-
pression is just ΔB/B = ~0.6. Therefore, assuming that
GOES-13 recorded the enhancement of the energetic
particle and magnetic field in the same flux tube, it may
be concluded that the detected particle increase is much
larger than the limit imposed by the adiabatic betatron
mechanism. However, upon the magnetospheric com-
pression, the westward induction electric field produces
an Earthward plasma drift. As a result of this additional Solar wind changes are believed to externally trigger a
substorm (e.g., McPherron et al. 1986; Liou et al. 2003),
though it remains a controversial issue whether the sub-
storm triggering is caused by the sudden IMF changes
that occur simultaneously with a pressure increase, or
if the compression itself has a potential to trigger a sub-
storm. In addition, the magnetospheric compression and
inward (anti-sunward) displacement of magnetospheric
plasma is to be accompanied by an induction electric
field, Eλ ~ ∂Bz/∂t. Keika et al. (2009) proposed that the Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 22 of 25 Page 22 of 25 time variation, the betatron acceleration increases by a
factor of ~2.5 during the SC (Mal’tsev 1996). In general,
the problem of the particle energization by the sudden
magnetosphere compression is a separate complicated
problem, and a simple interpretation based on the idea
of betatron acceleration is insufficient to comply with
observations. ionization rate occurs at an altitude of 110–160 km. This
altitude range corresponds well to the ionospheric den-
sity enhancement and plasma heating detected by EIS-
CAT. Therefore, the precipitation of soft electrons caused
by the shock compression may be responsible for the
TEC pulse. impact on the geomagnetic field and ionosphere Along with an additional ionization, the modulation
of the ionospheric plasma density may be caused by the
interaction of an incident MHD pulse with the iono-
sphere–atmosphere–ground system. The precipitation
of energetic electrons and ionization of the lower iono-
sphere during the SC, responsible for the disturbance
recorded by riometers, can influence the bottom E and D
layers only. However, a contribution of these layers into
TEC is small as compared with that of the F layer. A shear
Alfven wave in the magnetosphere does not produce
plasma/magnetic field compression, so any compres-
sional effects arise upon interaction of this mode with the
anisotropic inhomogeneous ionosphere. The responsible
mechanisms may comprise an advection across a steep
lateral gradient of the ionospheric plasma, or a plasma
compression, ΔN/N ~ ΔB/B. According to these mecha-
nisms, the lack of Ne response in the F layer evidenced
by the EISCAT observations is hard to comprehend. Another possible mechanism is related to field-aligned
plasma transport (Belakhovsky et al. 2016). The FAC and
flux transported by an Alfven pulse incident onto the
ionosphere from the magnetosphere causes an additional
accumulation of plasma in regions with strong vertical
gradients of the plasma density vertical profile, Ne(z). A
significant part of an Alfvenic pulse FAC can be trans-
ported by a background suprathermal electron flow into
the ionosphere. These electrons do not ionize the iono-
spheric plasma additionally, so they cannot be detected
by riometers, but they can pump the ionospheric TEC. As a result, the plasma density in the bottom ionosphere
may increase. The EISCAT-observed increase in Ne
at altitudes of 110–180 km during the TEC pulse is in
accordance with this mechanism. The TEC modulation
due to transient pumping into the lower ionosphere of
the field-aligned electron flux transported by an Alfven
wave should be related to ground magnetic variations
as ∂t{vTEC(t)} ∝ B(g)(t). In a realistic ionosphere, several
mechanisms may operate simultaneously, so it is hard to
discriminate their contribution to the TEC variations. A
nearly simultaneous response in riometer, TEC, and EIS-
CAT Ne may be interpreted as a SC-stimulated precipi-
tation of electrons with a wide energy range, from soft
(≤keV) to energetic (tens of keV). Whil
h
j
i
f GIC
di
f During the SC event under examination, the TEC
response has been only detected for the MI. Funding
Th This research is supported by Grant # 16-17-00121 from the Russian Science
Foundation (VP, VB) and Grant # 246725 from the Norwegian Research Council
(DL). Author details 1 Institute of Physics of the Earth, Moscow, Russia. 2 Geophysical Center,
Moscow, Russia. 3 Polar Geophysical Institute, Apatity, Russia. 4 UNIS, Longyear-
byen, Svalbard, Norway. 5 BCSS, Bergen, Norway. 6 Institute of Cosmophysical
Research and Aeronomy, Yakutsk, Russia. The conclusions derived from the multi-instrument
observations of the magnetosphere–ionosphere effects
caused by the IP shock on January 24, 2012, follow. The
THEMIS determination of the Mach number of the
compressional front from both timing analysis and the
jump in the plasma parameters (MA ~ 0.2–0.4) does
not support the idea of a shock wave propagation pat-
tern through the magnetosphere. Clear resonant tran-
sient Psc5 oscillations are independently generated on
the morning and evening flanks, but no signatures of
theoretically predicted cavity mode excitation have been
found. We could not find a reliable in situ confirmation
of the mechanism of PI generation owing to mode con-
version at the front of fast mode propagation through
the magnetosphere. The observed poleward propagation
pattern of the dayside PI contradicts the model of instan-
taneous atmospheric THo mode transmission. Though
the SC amplitude is much less than the amplitude of the
subsequent substorm magnetic bays, the GIC intensity at
the Kola Peninsula power lines caused by the SC is higher
than the GIC during the substorm intensifications.f Availability of data and materials The THEMIS data were downloaded from the site, themis.ssl.berkeley.edu, and
GOES data from the site, http://satdat.ngdc.noaa.gov/sem/goes/data/. We
thank the national institutes that support INTERMAGNET (www.intermagnet. org). The geomagnetic activity and solar wind data were obtained from the
OMNIWeb facility (https://omniweb.gsfc.nasa.gov). The authors acknowledge
the open data policies of CARISMA, CANMOS (http://gsc.nrcan.gc.ca/geo-
mag), the Technical University of Denmark (www.space.dtu.dk), AARI (http://
geophys.aari.ru), MACCS (http://space.augsburg.edu), the Finland riometer
network (www.sgo.fi/Data/Riometer/) maintained by the Sodankyla Geophysi-
cal Observatory, and IMAGE magnetometer array (http://space.fmi.fi/image/)
maintained by the Finnish Meteorological Institute. GPS 30-s data were down-
loaded from the IGS Web site (http://garner.ucsd.edu). Conclusionh VBB processed satellite and ground data, VAP wrote the article, YaAS main-
tained the GIC stations, DLL maintained and analyzed photometer data, and
SNS processed the riometer data. All authors read and approved the final
manuscript. The analysis of a SC event recorded simultaneously
by various instruments on the ground and in space has
shown a surprisingly large variety of associated effects. Though our observations of these effects basically con-
firm the earlier results and can be principally understood
in the framework of existing notions, some features still
require additional consideration and modeling.h Abbreviations
CHAIN C
di CHAIN: Canadian High Arctic Ionospheric Network; FAC: field-aligned current;
GIC: geomagnetically induced current; GPS: global positioning system; IGS:
International GNSS Service; IP: interplanetary; MHD: magnetohydrodynamic;
SC: sudden commencement; TEC: total electron content; VLF: very low fre-
quency; VHF: very high frequency; ULF: ultra-low frequency. impact on the geomagnetic field and ionosphere The energy
of the shock aurora electrons, which are diffuse on closed
field lines along the oval and discrete along the oval pole-
ward boundary, is mainly 1–10 keV, although the range
may vary from case to case. The corresponding maximum While the vast majority of GIC studies focus on severe
geomagnetic storms, such space weather phenomenon Belakhovsky et al. Earth, Planets and Space (2017) 69:105 Page 23 of 25 Page 23 of 25 as the SC can also produce very large dB∕dt at various
latitudes, from an auroral region to the geomagnetic
equator (Fiori et al. 2014). Importantly, the SC events
are often the precursors to strong geomagnetic storms. Operators of power grid lines take SC as an occurrence
of short circuits in the system. The dB∕dt levels of 65–120
nT/min were reported during severe magnetic storms at
mid-latitudes that led to power equipment failures (Kap-
penman 2003; Pulkkinen et al. 2012). The dB∕dt levels at
the equator can be comparable to those in high-latitude
regions (Carter et al. 2015). Given previous equipment
failures reported for dB∕dt levels less than 100 nT/min
(Kappenman 2003), the recorded dB∕dt of ~180 nT/min
(Fig. 14) confirms that IP shock impacts are likely to be a
significant factor in power stability problems. For infra-
structure not designed to cope with space weather, future
studies investigating the direct impact of IP shocks on
power grids are strongly encouraged. in detail with the fine temporal structure of the SC
using a comprehensive set of geophysical observations,
including magnetometers, riometers, auroral imagers,
satellite detectors, and ionospheric radars. To date, the
TEC modulation by the SC has not been comprehen-
sively modeled, but on the basis of this multi-instrument
information, a validated theory of the magnetosphere–
ionosphere response to an IP shock may be constructed. A responsible mechanism of TEC modulation may be
related to low-energy electron precipitation and/or field-
aligned plasma transport by an Alfven pulse, which pro-
vides additional plasma flow into the lower ionosphere. Acknowledgements
Th h l
f OV K The help of O.V. Kozyreva in processing of the LYR photometer data and the
constructive criticism from all reviewers is appreciated. Received: 29 January 2017 Accepted: 31 July 2017 References doi:10.1002/2014JA020275 Fujita S, Tanaka T, Motoba T (2005) A numerical simulation of the geomagnetic
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A different TEC response to the SC has been found
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~9% positive pulse superposed on a gradual increase in
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Thermal desorption of formamide and methylamine from graphite and amorphous water ice surfaces
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Astronomy & astrophysics
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To cite this version: Henda Chaabouni, Stephan Diana, T. Nguyen, François Dulieu. Thermal desorption of formamide
and methylamine from graphite and amorphous water ice surfaces. Astronomy and Astrophysics -
A&A, 2018, 612, pp.A47. 10.1051/0004-6361/201731006. hal-01918175 HAL Id: hal-01918175
https://cyu.hal.science/hal-01918175v1
Submitted on 10 Nov 2018 L’archive ouverte pluridisciplinaire HAL, est
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Astrophysics A&A 612, A47 (2018)
https://doi.org/10.1051/0004-6361/201731006
© ESO 2018 ABSTRACT methods: laboratory: molecular – molecular processes – astrochemistry – techniques: spectroscopic – ISM: molecules –
dust, extinction H. Chaabouni, S. Diana, T. Nguyen, and F. Dulieu LERMA, Université de Cergy-Pontoise, Observatoire de Paris, PSL Research University, Sorbonne Université, UPMC Univ. Paris 06,
UMR 8112, CNRS, 5 mail Gay Lussac, 95000 Cergy-Pontoise, France
e-mail: Henda.Chaabouni@u-cergy.fr, Francois.Dulieu@obspm.fr versité de Cergy-Pontoise, Observatoire de Paris, PSL Research University, Sorbonne Université, UPMC Univ. Paris 0
NRS, 5 mail Gay Lussac, 95000 Cergy-Pontoise, France Received 18 April 2017 / Accepted 27 December 2017 ABSTRACT Context. Formamide (NH2CHO) and methylamine (CH3NH2) are known to be the most abundant amine-containing molecules in
many astrophysical environments. The presence of these molecules in the gas phase may result from thermal desorption of interstellar
ices. ms. The aim of this work is to determine the values of the desorption energies of formamide and methylamine from
terstellar dust grain surfaces and to understand their interaction with water ice. Methods. Temperature programmed desorption (TPD) experiments of formamide and methylamine ices were performed in the sub-
monolayer and monolayer regimes on graphite (HOPG) and non-porous amorphous solid water (np-ASW) ice surfaces at temperatures
40–240 K. The desorption energy distributions of these two molecules were calculated from TPD measurements using a set of inde-
pendent Polanyi–Wigner equations. p
y
g
q
Results. The maximum of the desorption of formamide from both graphite and ASW ice surfaces occurs at 176 K after the desorption
of H2O molecules, whereas the desorption profile of methylamine depends strongly on the substrate. Solid methylamine starts to desorb
below 100 K from the graphite surface. Its desorption from the water ice surface occurs after 120 K and stops during the water ice
sublimation around 150 K. It continues to desorb from the graphite surface at temperatures higher than160 K. Conclusions. More than 95% of solid NH2CHO diffuses through the np-ASW ice surface towards the graphitic substrate and
is released into the gas phase with a desorption energy distribution Edes = 7460–9380 K, which is measured with the best-fit
pre-exponential factor A = 1018 s−1. However, the desorption energy distribution of methylamine from the np-ASW ice surface
(Edes = 3850–8420 K) is measured with the best-fit pre-exponential factor A = 1012 s−1. A fraction of solid methylamine monolayer of
roughly 0.15 diffuses through the water ice surface towards the HOPG substrate. This small amount of methylamine desorbs later with
higher binding energies (5050–8420 K) that exceed that of the crystalline water ice (Edes = 4930 K), which is calculated with the same
pre-exponential factor A = 1012 s−1. The best wetting ability of methylamine compared to H2O molecules makes CH3NH2 molecules
a refractory species for low coverage. Other binding energies of astrophysical relevant molecules are gathered and compared, but we
could not link the chemical functional groups (amino, methyl, hydroxyl, and carbonyl) with the binding energy properties. Implications
of these high binding energies are discussed. Key words. Thermal desorption of formamide and methylamine from graphite
and amorphous water ice surfaces H. Chaabouni, S. Diana, T. Nguyen, and F. Dulieu 1. Introduction Recent thermal desorption
experiments of Souda (2016) have shown that methylamine-
water interaction is influenced by the porosity of the ASW ice. An efficient incorporation of CH3NH2 molecules in the porous
water ice film, deposited on Nickel Ni(111) substrate at 20 K
has been observed, with a narrow desorption peak at 160 K,
during water ice crystallization. In contrast, no diffusion of
CH3NH2 molecules in the film interior of the non-porous water
ice, deposited at surface temperature 120 K, has been observed
in its TPD spectra, even by hydrogen bonding formation with
H2O molecules. Despite this advanced work, no experimental
values for the desorption energies of methylamine have been pro-
vided on water ice. However, a desorption energy value (6584 K)
of CH3NH2 is given in http://kida.obs.u-bordeaux1.fr/
species/154/CH3NH2.html from a previous estimation of the
OSU gas-grain code of Eric Herbst’s group. Within molecu-
lar clouds, the desorption of molecules from icy mantles back
into the gas-phase occurs either by thermal, or non-thermal pro-
cesses. Non-thermal desorption of molecules may result from
the exothermic reactions occurring on the grain surface (Duley
& Williams 1993; Vasyunin & Herbst 2013; Dulieu et al. 2013;
Minissale et al. 2016) and the impact of cosmic rays or ultra-
violet photons (Leger et al. 1985; Hartquist & Williams 1990). Thermal desorption process occurs during the collapse of the
dense clouds and the birth of protostars (Garrod et al. 2007). The
gravitational energy is converted into radiation, provoking the
warm-up of the grain and the desorption of molecules from the
icy mantle to the gas environment. In laboratory, temperature-
programmed desorption (TPD) is the most effective method for
the measurement of ice sublimations over a significantly shorter
timescale and for the determination of the energy required for
desorption. In this work, we investigate thermal desorption experiments
of formamide (NH2CHO) and methylamine (CH3NH2) adsor-
bate in the sub-monolayer and monolayer regimes on two sur-
f
h
f
h
f h hi hl
i
d
l i large-scale molecular outflow L1157-B1 through the gas-phase
reactions between NH2 and H2CO. For prestellar core condi-
tions (T < 10 K), despite the inclusion of this very efficient
reaction in their chemical network, Vasyunin et al. (2017) do not
really overestimate the abundance of formamide in the prestellar
core L1544. In these cold prestellar sources, formamide remains
undetected according to Jiménez-Serra et al. (2016). 1. Introduction The sce-
nario of the gas-phase formation route of formamide relies on the
computational work of Barone et al. (2015) and that of Skouteris
et al. (2017), who studied the deuteration aspects and confirmed
that the gas-phase route for the formation of formamide in the
first cold prestellar phase is in agreement with the observa-
tions. The theoretical discussion (Song & Kästner 2016) about
the presence or the absence of the barrier for this key reac-
tion (NH2 + H2CO →NH2CHO + H) in the gas phase will end
when experimental work is carried on. On the other hand, in
the solid state, many experimental reports about the formation
of formamide have been published. Energetic electron bombard-
ment of CO–NH3 ice mixtures (Jones et al. 2011), ion irradiation
of H2O–HCN ices at 18 K (Gerakines et al. 2004), and during the
warm-up of photolyzed ice mixtures of H2O, CH3OH, CO, and
NH3 (Bernstein et al. 1995), led to the formation of NH2CHO. Recent laboratory experiments of Fedoseev et al. (2016) have
also produced formamide molecules by hydrogenation and UV
photolysis of NO in CO-rich interstellar ice analogues. The
chemical link in the solid phase of HNCO and NH2CHO has
been ruled out by H-bombardment experiments of HNCO at low
surface temperature (Noble et al. 2015), which do not lead to
detectable amounts of NH2CHO molecules. Our group demon-
strates that formamide can be produced with high efficiencies
even without the help of external energy (Nguyen et al., in prep.). A last aspect of the solid phase chemical route concerns the
binding energy of formamide. Dawley et al. (2014) have inves-
tigated thermal desorption of thick mixed H2O–NH2CHO ices
on a silicate (SiO2) grain analogue from 70 to 400 K. These
authors have observed a delayed desorption peak of the water
ice at 160–200 K, resulting from the diffusion of H2O molecules
during the phase transition of formamide accumulated in the
ice, followed by a large desorption profile at higher tempera-
tures (200–380 K), corresponding to the diffusion of molecules
through the high surface area of silicate. The desorption activa-
tion energy of formamide measured experimentally from SiO2
substrate has been found to be 14.7 kcal mol−1 (or 7397 K) with
a pre-factor A = 1013 s−1. Recently, Wakelam et al. 1. Introduction Non-thermal desorption of molecules may result from
the exothermic reactions occurring on the grain surface (Duley
& Williams 1993; Vasyunin & Herbst 2013; Dulieu et al. 2013;
Minissale et al. 2016) and the impact of cosmic rays or ultra-
violet photons (Leger et al. 1985; Hartquist & Williams 1990). Thermal desorption process occurs during the collapse of the
dense clouds and the birth of protostars (Garrod et al. 2007). The
gravitational energy is converted into radiation, provoking the
warm-up of the grain and the desorption of molecules from the
icy mantle to the gas environment. In laboratory, temperature-
programmed desorption (TPD) is the most effective method for
the measurement of ice sublimations over a significantly shorter
timescale and for the determination of the energy required for
desorption. I thi
k
i
ti
t th
l d
ti
i
t A&A 612, A47 (2018) into the gas phase is often more puzzling than other complex
organic molecules because of its high binding energy and its
very low interaction with water. In summary, the main forma-
tion route of NH2CHO, by gas-phase or surface reactions, has
not yet been settled and more observational and experimental
work is needed. Another interesting fundamental organic com-
pound in biochemistry studied in this work is the methylamine,
CH3NH2, which is known to be the most abundant amine-
containing molecule after formamide (NH2CHO). Methylamine
has been detected in the gas phase through its 202−> 110Aa−
state transition in the direction of Sgr B2 and Ori A (Fourikis
et al. 1974) towards the giant molecular cloud Sgr B2(N) with
a fractional abundance as high as 3 × 10−7 relative to molecu-
lar hydrogen (Nummelin et al. 2000). It has also been detected in
the coma of comet 67P/Churyumov-Gerasimenko (Altwegg et al. 2016) by the Rosetta space mission. In the gas phase, the forma-
tion of the methylamine molecules is completely dependent on
radicals CH•
3 and NH•
2 produced by UV photons (Garrod et al. 2008). In the solid phase, the hydrogenation experiments of HCN
molecules by H atoms at low surface temperature (Theule et al. 2011) have shown the formation of the fully saturated species
CH3NH2 with methanimine as an intermediate. The desorption
of these molecules occurred between 140 and 150 K, at slightly
lower temperatures than the desorption of the amorphous water
ice in their experimental conditions. 1. Introduction (Raunier et al. 2004), but it is no longer in the list of con-
firmed molecules in interstellar ices (Boogert et al. 2015). As
for numerous molecules, especially interstellar complex organic
molecules, astrochemists would like to put constraint on the for-
mation pathway of formamide. In order to discriminate different
scenarios of star formation, solid-state and gas-phase formation
routes are usually debated because they imply different physi-
cal conditions. For both chemical routes, there are arguments
coming from observations and others belonging to the physi-
cal or chemical properties of NH2CHO. On the observational
side, López-Sepulcre et al. (2015) have noticed that NH2CHO
is correlated to isocyanic acid (HNCO) abundances. Further-
more, the first detection of deuterated formamide towards the
low protostar IRAS 16293 by ALMA-PILS, which was a D/H
ratio of 2% similar to HNCO (Coutens et al. 2016), has been
found to be in agreement with the hypotheses that these species
are chemically related through grain-surface formation. On the
other hand, Codella et al. (2017) have explained well the obser-
vation of formamide in the brightest shocked region of the Formamide, NH2CHO, is a species of great relevance in prebi-
otic chemistry (Saladino et al. 2012; Barone et al. 2015). This
species contains a (quasi) peptide bond (–NH–(C=O)) that is
very active in the synthesis of nucleic acid bases, carboxylic
acids, sugars (Saladino et al. 2012), and amino acids responsi-
ble for the formation of proteins. It is also well known to be
the precursor species for the formation of purine and pyrimi-
dine bases during the course of chemical evolution leading to
the origin of life (Bhushan et al. 2016). Formamide has been
observed in the gas phase in several astronomical environments,
such as prestellar and protostellar objects (Kahane et al. 2013),
massive hot molecular cores (Bisschop et al. 2007), hot cori-
nos (López-Sepulcre et al. 2015), and comets, such as C/20012
F6 (Lemmon), C/2013 R1 (Lovejoy) (Biver et al. 2014), and
Hale-Bopp (Bockelée-Morvan et al. 2000). Formamide has been once tentatively identified in interstel-
lar ices of star-forming regions by ISO-SWS infrared spectra Article published by EDP Sciences A47, page 1 of 12 A47, page 1 of 12 A47 (2018)
into the gas phase is often more puzzling than other complex
organic molecules because of its high binding energy and its
very low interaction with water. 1. Introduction In summary, the main forma-
tion route of NH2CHO, by gas-phase or surface reactions, has
not yet been settled and more observational and experimental
work is needed. Another interesting fundamental organic com-
pound in biochemistry studied in this work is the methylamine,
CH3NH2, which is known to be the most abundant amine-
containing molecule after formamide (NH2CHO). Methylamine
has been detected in the gas phase through its 202−> 110Aa−
state transition in the direction of Sgr B2 and Ori A (Fourikis
et al. 1974) towards the giant molecular cloud Sgr B2(N) with
a fractional abundance as high as 3 × 10−7 relative to molecu-
lar hydrogen (Nummelin et al. 2000). It has also been detected in
the coma of comet 67P/Churyumov-Gerasimenko (Altwegg et al. 2016) by the Rosetta space mission. In the gas phase, the forma-
tion of the methylamine molecules is completely dependent on
radicals CH•
3 and NH•
2 produced by UV photons (Garrod et al. 2008). In the solid phase, the hydrogenation experiments of HCN
molecules by H atoms at low surface temperature (Theule et al. 2011) have shown the formation of the fully saturated species
CH3NH2 with methanimine as an intermediate. The desorption
of these molecules occurred between 140 and 150 K, at slightly
lower temperatures than the desorption of the amorphous water
ice in their experimental conditions. Recent thermal desorption
experiments of Souda (2016) have shown that methylamine-
water interaction is influenced by the porosity of the ASW ice. An efficient incorporation of CH3NH2 molecules in the porous
water ice film, deposited on Nickel Ni(111) substrate at 20 K
has been observed, with a narrow desorption peak at 160 K,
during water ice crystallization. In contrast, no diffusion of
CH3NH2 molecules in the film interior of the non-porous water
ice, deposited at surface temperature 120 K, has been observed
in its TPD spectra, even by hydrogen bonding formation with
H2O molecules. Despite this advanced work, no experimental
values for the desorption energies of methylamine have been pro-
vided on water ice. However, a desorption energy value (6584 K)
of CH3NH2 is given in http://kida.obs.u-bordeaux1.fr/
species/154/CH3NH2.html from a previous estimation of the
OSU gas-grain code of Eric Herbst’s group. Within molecu-
lar clouds, the desorption of molecules from icy mantles back
into the gas-phase occurs either by thermal, or non-thermal pro-
cesses. 2. Experimental methods The experiments were performed using the FORMOLISM
(FORmation of MOLecules in the InterStellar Medium) appara-
tus. The set-up is dedicated to study the interaction of atoms and
molecules on surfaces of astrophysical interest. The experimen-
tal set-up is briefly described here and more details are given in
earlier papers (Amiaud et al. 2007; Chaabouni et al. 2012). The
apparatus is composed of an ultra-high vacuum (UHV) stain-
less steel chamber with a base pressure 10−10 mbar. The sample
holder is located in the centre of the main chamber. It is ther-
mally connected to a cold finger of a closed-cycle He cryostat. The temperature of the sample is measured in the range 40–
350 K by a calibrated platinum (Pt) diode clamped to the sample
holder, which is made of 1 cm diameter copper block, covered
with a highly orientated pyrolytic graphite (HOPG, ZYA-grade)
slab. p
p
p
Since our desorption experiments are performed in the sub-
monolayer and monolayer regimes, the dimensionless surface
coverage (θ = N/Nmono ≤1) is defined as the number density of
molecules exposed on the surface (N) by the maximum surface
number density of molecules Nmono prior to multi-layer desorp-
tion (Noble et al. 2012). At surface coverage saturation (θ = 1),
the first monolayer of molecules covering the surface is defined
as the maximum number density of molecules that populate 1015
adsorption site per cm2 on a flat surface, such as graphite. This
definition of one monolayer unit (1 ML = 1015 molecules cm−2)
is kept over this study; this includes amorphous surfaces, such
as non-porous ASW ice, where the saturation of the first layer
of molecules can thus be observed at a value, which differs
from the exact value of the defined 1 ML. In our experiments,
the first monolayer of solid formamide covering the surface of
graphite at 40 K was reached after 90 min of exposure time,
and that of solid methylamine after beam deposition during
10 min. The fluxes of formamide and methylamine molecules
coming from the gas phase and hitting the surface of the sam-
ple holder are defined as the ratio of the amount of molecules
in the designed 1 ML divided by the exposure time required
for surface saturation. These fluxes derived from TPD data
and the method described in Noble et al. 1. Introduction (2017) have
estimated the binding energy of formamide on water ice sur-
face to be (6300 ± 1890) K using a semi-empirical theoretical
approach. The discrepancy can obviously come from the cal-
culation method, but could also find its origin in the amount
of NH2CHO interacting with the water ice, which is high in
the first case (Dawley et al. 2014) and very low in the second
case (Wakelam et al. 2017). Experiments performed with thin
layers on the surface of the substrate are required for a bet-
ter comparison. Anyhow, formamide has a very high value of
binding energy that is much higher than that of H2O, which
is around 4930 K for crystalline water ice, estimated from the
results of Fraser et al. (2001) using a pre-exponential factor
A = 1012 s−1. At the current state of the astrochemistry, it is
not mandatory to involve the direct formation of formamide
on dust grains to explain its observation (or non-observation)
in various media, as long as the gas-phase reaction between
NH2 and H2CO is supposed to be efficient. If the correlation
between HNCO and NH2CHO is confirmed at lower spacial In this work, we investigate thermal desorption experiments
of formamide (NH2CHO) and methylamine (CH3NH2) adsor-
bate in the sub-monolayer and monolayer regimes on two sur-
faces. These surfaces are that of the highly orientated pyrolytic
graphite (HOPG) as a laboratory model for carbonaceous grains
and the surface of the H2O non-porous amorphous solid water
(np-ASW) ice, covering the HOPG substrate and acting as an
extremely relevant astrophysical surface analogue. The aim of A47, page 2 of 12 H. Chaabouni et al.: Thermal desorption of formamide and methylamine QMS of the intact parent molecules NH2CHO (m/z = 45 amu),
NH2CH3 (m/z = 31 amu), and H2O (m/z = 18 amu), which are
only converted into positive ions by electron impact ionization. The QMS is also moved to the upper position to prepare the
films of the non-porous amorphous solid water (np-ASW) ice on
the graphite surface, using a micro-channel array doser (1 cm in
diameter), located 2 cm in front of the surface in the UHV cham-
ber. 1. Introduction The np-ASW ice film of 10 ML thickness is grown on top
of the graphite (HOPG) surface, maintained at the temperature
of 110 K, by spraying water vapour under a constant deposi-
tion pressure in the vacuum chamber of 2 × 10−9 mbar. Water
vapour is obtained from deionized liquid H2O, purified by sev-
eral pumping cycles under cryogenic vacuum conditions (Noble
et al. 2012). After deposition, the temperature of the surface is
kept constant at 110 K for 30 min, until the background pressure
in the vacuum chamber is stabilized at 10−10 mbar. Then the sam-
ple was cooled to the base temperature 40 K prior to formamide
or methylamine deposition. During the cooling of the water ice
from 110 to 40 K, the structure and the morphology of the water
ice is not changed. Water ice deposited at 110 K remains in the
same compact (non-porous) amorphous state at 40 K. this work is to understand the interaction of these two amino
molecules with the water ice and to study the effect of the
graphitic substrate on the desorption processes. For this purpose,
we determine the desorption energy distributions of formamide
and methylamine on both surfaces, using TPD measurements
and Polanyi–Wigner equation. We compare these distributions
to the binding energy of pure water ice. This paper is orga-
nized as follows: Sect. 2 explains the experimental methods,
Sect. 3 presents the experimental results and the TPD measure-
ments of formamide (NH2CHO) and methylamine (CH3NH2) on
graphite (HOPG) and on np-ASW ice surfaces, Sect. 4 describes
the model developed to measure the desorption energy distribu-
tions of formamide and methylamine molecules from graphite
and water ice surfaces, Sect. 5 presents the discussion of the
results, and finally Sect. 6 summarizes the main conclusions of
this work. 2. Experimental methods (2012) are estimated
to be 2.6 × 1010 molecules cm−2 s−1 for NH2CHO beam and
1.6 × 1012 molecules cm−2 s−1 for CH3NH2 beam. In our laboratory experiments, the viscous, liquid formamide
is introduced in a pyrex flask, which is placed in a ceramic bath
containing a silicone oil acting as a regulator for the tempera-
ture. Because of the low source vapour pressure of formamide
in the beam line at room temperature, the liquid is warmed up to
50 ◦C using a heating plate with a motor speed of 280 revolutions
per minute. Methylamine compound is also used under its aque-
ous solution with a weight percent in water of 40 wt%, meaning
that there is 40 g of NH2CH3 solute for every 100 g of water
solvent. Methylamine is more volatile than formamide and its
source pressure at the inlet of the beam line is set to 1.00 mbar at
room temperature. At these experimental conditions, formamide
and methylamine beams were aimed at the surface of the HOPG
substrate, held at 40 K, for several deposition times, using a triply
differentially pumped beam line, orientated 60◦with respect to
the surface of the sample holder. 3.1. Formamide p
The UHV chamber is also equipped with a movable
quadrupole mass spectrometer (Hiden Analytical QMS) operat-
ing in the range 1–100 amu (atomic mass unit) with a Channel-
tron detector. The QMS is orientated face-on to the beam line
to characterize the gas composition of formamide and methy-
lamine beams. It is placed 5 mm in front of the surface of the
sample holder to apply the TPD technique using a custom Lab-
View software that maintains a linear heating rate of 0.2 K s−1. During the warm-up phase of the sample, from 40 to 240 K, the
species desorbing from the surface into the gas phase are ion-
ized, or fragmented into cracking patterns, by electron impact
in the ion source of the QMS. The TPD curves shown in next
sections exhibit the most intensive signals monitoring with the 3.1.1. Formamide on graphite surface Figure 1 shows the desorption curves of formamide (NH2COH)
given by the QMS signals of m/z = 45, for several exposure
doses (0.15, 0.30, 0.61, and 1.00 ML) on the graphite HOPG
surface. The fifth TPD spectrum corresponds to the multi-layer
regime of formamide given by the higher exposure dose of
1.66 ML. All the TPD spectra exhibit desorption peaks between
160 and 200 K. Although the integrated area under the TPD
curves increases with the exposure dose of formamide from 0.15
to 1.66 ML, the desorption peak remains at the same temperature
of 176 K, mainly for surface coverage higher than 0.30 ML. For
the lowest dose of 0.15 ML, the TPD peak is shifted to a slightly A47, page 3 of 12 A&A 612, A47 (2018) A47 (2018)
Fig. 2. TPD curves of formamide (NH2CHO) giving the desorption
rates (ML s−1) of the mass (m/z = 45) as a function of the temperature
of the surface (K). The red line indicates the TPD signal of NH2CHO
deposited on graphite (HOPG) surface at 40 K; the black dashed line
shows the TPD signal of NH2CHO deposited on the np-ASW ice sur-
face at 40 K; and the blue dashed line indicates the TPD signal of
H2O (m/z = 18) for 10 ML thickness of the np-ASW ice film prepared
at 110 K on the HOPG surface and cooled down to 40 K (scaled by
0.0007). Fig. 1. Desorption rates of formamide (NH2CHO; m/z = 45), expressed
(ML s−1) as a function of the temperature of the surface for several expo-
sure doses (0.15, 0.30, 0.61, 1.00, and 1.66 ML) of solid formamide on
the cold HOPG surface at 40 K. The linear heating rate of the samples is
0.2 K s−1. The linear dependence of the integrated area under the TPD
curves as a function of the exposure time is shown in the inset. Fig. 2. TPD curves of formamide (NH2CHO) giving the desorption
rates (ML s−1) of the mass (m/z = 45) as a function of the temperature
of the surface (K). The red line indicates the TPD signal of NH2CHO
deposited on graphite (HOPG) surface at 40 K; the black dashed line
shows the TPD signal of NH2CHO deposited on the np-ASW ice sur-
face at 40 K; and the blue dashed line indicates the TPD signal of Fig. 1. 3.1.2. Formamide on np-ASW ice Figure 2 shows the desorption curve of solid NH2CHO (m/z =
45) on np-ASW ice, peaking at 176 K. For comparison, the des-
orption curve of the non-porous ASW ice film, given by the
signal (m/z = 18) at 150 K, is also shown. Formamide is clearly
desorbing from the surface at a higher temperature than the water
ice. The TPD curve of formamide from the water ice surface
is similar to that obtained previously from the graphite HOPG
surface for the same exposure dose of 1 ML. This means that
the desorption of formamide molecules into the gas phase is not
affected by the water ice substrate. The calculations of the inte-
grated areas below the TPD curves show that more than 0.95 ML
of solid formamide is likely to diffuse from the surface of the
water ice towards the graphite HOPG substrate. This diffusion
probably occurs during the warm-up phase of the sample and the
reorganization of the water ice. Since our TPD experiments last
few minutes, the diffusion timescale of the molecules from the
surface of the water ice to the graphitic substrate is expected to be
about few seconds. Because formamide desorbs after water, its
binding energy from the HOPG surface is expected to be higher
than that of H2O molecules. Fig. 3. Desorption
rates,
expressed
(ML s−1),
of
methylamine
(CH3NH2) as a function of the temperature of the surface (K) for several
exposure doses of solid methylamine (0.18, 0.26, 0.46, 0.70, 0.80, 1.0,
and 1.40 ML) on the cold HOPG surface at 40 K. The linear heating
rate of the samples is 0.2 K s−1. strong interaction of the NH2CH3 molecules with the graphitic
surface in the sub-monolayer regime. As the surface coverage
increases, molecules are forced to populate progressively less
tightly bound sites of the graphitic HOPG surface, provoking
earlier desorption at about 113 K. The area of the second desorp-
tion peak of CH3NH2 at 113 K increases with the increase of the
exposure doses in the sub-monolayer regime, and its maximum
shifts towards a lower temperature (106 K) once the surface cov-
erage is saturated and the first monolayer is formed. The strong
desorption peak at 106 K for 1.40 ML corresponds to the onset of
the multi-layer desorption of solid methylamine, where CH3NH2
is bound to CH3NH2 ice by hydrogen bonds. 3.1.2. Formamide on np-ASW ice strong interaction of the NH2CH3 molecules with the graphitic
surface in the sub-monolayer regime. As the surface coverage
increases, molecules are forced to populate progressively less
tightly bound sites of the graphitic HOPG surface, provoking
earlier desorption at about 113 K. The area of the second desorp-
tion peak of CH3NH2 at 113 K increases with the increase of the
exposure doses in the sub-monolayer regime, and its maximum
shifts towards a lower temperature (106 K) once the surface cov-
erage is saturated and the first monolayer is formed. The strong
desorption peak at 106 K for 1.40 ML corresponds to the onset of
the multi-layer desorption of solid methylamine, where CH3NH2
is bound to CH3NH2 ice by hydrogen bonds. 3.1.1. Formamide on graphite surface Desorption rates of formamide (NH2CHO; m/z = 45), expressed
(ML s−1) as a function of the temperature of the surface for several expo-
sure doses (0.15, 0.30, 0.61, 1.00, and 1.66 ML) of solid formamide on
the cold HOPG surface at 40 K. The linear heating rate of the samples is
0.2 K s−1. The linear dependence of the integrated area under the TPD
curves as a function of the exposure time is shown in the inset. Fig. 2. TPD curves of formamide (NH2CHO) giving the desorption
rates (ML s−1) of the mass (m/z = 45) as a function of the temperature
of the surface (K). The red line indicates the TPD signal of NH2CHO
deposited on graphite (HOPG) surface at 40 K; the black dashed line
shows the TPD signal of NH2CHO deposited on the np-ASW ice sur-
face at 40 K; and the blue dashed line indicates the TPD signal of
H2O (m/z = 18) for 10 ML thickness of the np-ASW ice film prepared
at 110 K on the HOPG surface and cooled down to 40 K (scaled by
0.0007). higher temperature compared to the higher doses. The inset in
Fig. 1 shows the linear evolution of the integrated areas under
the TPD curves (for surface dose up to 1 ML and above) as a
function of the exposure times. Fig. 3. Desorption
rates,
expressed
(ML s−1),
of
methylamine
(CH3NH2) as a function of the temperature of the surface (K) for several
exposure doses of solid methylamine (0.18, 0.26, 0.46, 0.70, 0.80, 1.0,
and 1.40 ML) on the cold HOPG surface at 40 K. The linear heating
rate of the samples is 0.2 K s−1. 3.2. Methylamine Similarly to formamide, the adsorption–desorption experiments
of methylamine CH3NH2 molecules were investigated both on
graphite (HOPG) and on np-ASW ice surfaces. 3.2.1. Methylamine on graphite surface Figure 3 shows the desorption curves of methylamine (m/z = 31)
for several exposure doses (ML) on graphite surface held at 40 K. For very small doses (0.18, 0.26 ML), molecules occupy the most
energetically favourable adsorption sites and are tightly bound
to the surface of the HOPG, desorbing late from the surface, at
temperatures up to 160 K. This small TPD peak is assigned to the A47, page 4 of 12 3.2.2. Methylamine on np-ASW ice 2001) r(T) = −dN
dt = ANae−Edes/kBT,
(1) (1) where r(T) is the desorption rate (molecule cm−2 s−1), N is the
number density of molecules adsorbed on the surface, expressed
(molecules cm−2), a is the order of the desorption process, A is
the pre-exponential factor expressed (molecule−a+1 cm2a−2 s−1),
which can be considered to be the attempt frequency of
molecules at overcoming the barrier to desorption, kB is the
Boltzmann constant (kB = 1.38 × 10−23 J K−1), t is the time
(s), T is the absolute temperature of the surface (K), and Edes
is the activation energy for desorption (kJ mol−1) or (K), where
1 kJ mol−1 = 120 K. Our results are partially in agreement with those of Souda
(2016), who observed a broad TPD curve of methylamine from
the np-ASW ice of D2O (8 ML), deposited at 120 K on the
nickel Ni(111) substrate. This latter comprises two desorption
peaks: one peak at 120 K corresponding to multilayer desorption
of methylamine and another at about 150 K corresponding to
methylamine mixed with water coming from the aqueous solu-
tion. In addition, the TPD spectrum of Souda (2016) shows no
desorption peak of methylamine at surface temperature 160 K
and above, suggesting that, in contrast to our case, no strong
interaction between methylamine and the underlying Ni(111)
substrate takes place in their experiments. If our experiments
performed on the np-ASW ice of 10 ML thickness allowed the
incorporation of methylamine from the water ice surface towards
the graphite substrate, one can conclude that the diffusion of
methylamine molecules through the non-porous water ice sur-
face depends on the substrate below the water ice (HOPG, Ni). The nickel Ni(111) surface is expected to have fewer energetic
binding sites than HOPG surface. However, if differences of
substrates are seen for methylamine, one could say that similar
differences are expected for formamide. The role of the substrate
is discussed later. In the particular case of simple molecular adsorption, the
pre-exponential factor A may also be equated with the frequency
of vibration of the bond between the molecule and substrate;
this is because every time this bond is stretched during the
course of a vibrational cycle can be considered an attempt to
break the bond and hence an attempt at desorption. However, we
point out that this is a simplistic view of a complex problem. 3.2.2. Methylamine on np-ASW ice This desorption behaviour of methylamine
on the np-ASW ice is observed for two close exposure doses
of 0.30 and 0.35 ML. The desorption peaks at 137 K, which
occur before the desorption of pure water ice at 150 K, and even
the crystallization phase of H2O at about 145 K, correspond to
CH3NH2 molecules desorbing from the surface of the water ice. Our experimental results show that, when increasing slightly the
exposure dose of methylamine on the np-ASW ice surface from
0.30 to 0.35 ML, the fraction of CH3NH2 ice desorbing from the
water ice surface at 137 K increases from 0.16 to 0.21 ML, while
those desorbing directly from the HOPG surface at T ≥160 K
decreases slightly from 0.16 to 0.14 ML, respectively. This means
that by increasing the amount of methylamine on top of the water
ice surface, CH3NH2 molecules bind further with the water ice
by hydrogen bonds and desorb between 120 and 140 K, rather
than diffuse through the water ice surface and desorb later from
the HOPG substrate at 160–220 K. The fraction of the refractory
CH3NH2 molecules desorbing from the HOPG substrate after
water ice sublimation is about 0.15 ML. Fig. 4. TPD curves of methylamine giving the desorption rates (ML s−1)
of the mass (m/z = 31) as a function of the temperature of the sur-
face (K). The thin red line indicates 1 ML of CH3NH2 deposited on
graphite HOPG substrate at 40 K; the thick red line represents 0.30 ML
of CH3NH2 deposited on the np-ASW ice surface held at 40 K; the thick
magenta line indicates 0.35 ML of CH3NH2 deposited on the np-ASW
ice surface at 40 K; and the blue dashed line represents TPD curve of
H2O (m/z = 18) for 10 ML of the np-ASW ice film prepared at 110 K
on the HOPG surface and cooled down to 40 K (scaled by 0.001). of molecules from the surface into the gas phase can be described
in terms of an Arrhenius law, given by the Polanyi–Wigner
Eq. (1) (Noble et al. 2012; Dohnálek et al. 3.2.2. Methylamine on np-ASW ice The physical observable parameter is the desorption flux; the
pre-exponential factor and the binding energy are actually two
degenerated parameters linked in the Polanyi–Wigner equation. Therefore, at anytime, a couple of solutions (A, Edes) should be
considered. Because the peaks of the TPD curves of formamide appear
at a single temperature value for all the exposure doses up to
1.61 ML, the desorption of formamide is considered to be of first
order, and the desorption energy is expected to be dependent on
the coverage (Fraser et al. 2001). 3.2.2. Methylamine on np-ASW ice The desorption peaks at 137 K, which
occur before the desorption of pure water ice at 150 K, and even
the crystallization phase of H2O at about 145 K, correspond to
CH3NH2 molecules desorbing from the surface of the water ice. Our experimental results show that, when increasing slightly the
exposure dose of methylamine on the np-ASW ice surface from
0.30 to 0.35 ML, the fraction of CH3NH2 ice desorbing from the
water ice surface at 137 K increases from 0.16 to 0.21 ML, while
those desorbing directly from the HOPG surface at T ≥160 K
decreases slightly from 0.16 to 0.14 ML, respectively. This means
that by increasing the amount of methylamine on top of the water
ice surface, CH3NH2 molecules bind further with the water ice
by hydrogen bonds and desorb between 120 and 140 K, rather
than diffuse through the water ice surface and desorb later from
the HOPG substrate at 160–220 K. The fraction of the refractory
CH3NH2 molecules desorbing from the HOPG substrate after
water ice sublimation is about 0.15 ML. 0.35 ML) deposited on the surface during 5 and 6 min, respec-
tively (thick red and magenta lines). These curves are compared
to the TPD curve of solid methylamine on the graphite (HOPG)
surface for a 1 ML exposure dose (thin red line) and to the H2O
TPD curve (m/z = 18) of pure np-ASW ice, with 10 ML thick-
ness, grown on the HOPG surface at 110 K (blue dashed line). As shown in Fig. 4, the large TPD peak of solid CH3NH2 (1 ML)
from the HOPG surface shows a multi-layer desorption peak at
lower surface temperatures centred at 106 K, a shoulder at about
140–150 K resulting from the mixture of the methylamine with
the water coming from the aqueous phase, and a long desorp-
tion tail at higher temperatures, up to 220 K. When CH3NH2 is
deposited on top of the np-ASW ice film of 10 ML thickness,
prepared at 110 K and cooled down to 40 K, the maximum of
the desorption peak of methylamine is shifted to the higher tem-
perature, 137 K, and a large desorption peak with a maximum
centred at 160 K appears as a tail at higher surface tempera-
tures up to 220 K. 3.2.2. Methylamine on np-ASW ice Figure 4 shows the TPD curves of solid methylamine (m/z = 31)
from the np-ASW ice surface for two small doses (0.30 and A47, page 4 of 12 H. Chaabouni et al.: Thermal desorption of formamide and methylamine Fig. 4. TPD curves of methylamine giving the desorption rates (ML s−1)
of the mass (m/z = 31) as a function of the temperature of the sur-
face (K). The thin red line indicates 1 ML of CH3NH2 deposited on
graphite HOPG substrate at 40 K; the thick red line represents 0.30 ML
of CH3NH2 deposited on the np-ASW ice surface held at 40 K; the thick
magenta line indicates 0.35 ML of CH3NH2 deposited on the np-ASW
ice surface at 40 K; and the blue dashed line represents TPD curve of
H2O (m/z = 18) for 10 ML of the np-ASW ice film prepared at 110 K
on the HOPG surface and cooled down to 40 K (scaled by 0.001). 0.35 ML) deposited on the surface during 5 and 6 min, respec-
tively (thick red and magenta lines). These curves are compared
to the TPD curve of solid methylamine on the graphite (HOPG)
surface for a 1 ML exposure dose (thin red line) and to the H2O
TPD curve (m/z = 18) of pure np-ASW ice, with 10 ML thick-
ness, grown on the HOPG surface at 110 K (blue dashed line). As shown in Fig. 4, the large TPD peak of solid CH3NH2 (1 ML)
from the HOPG surface shows a multi-layer desorption peak at
lower surface temperatures centred at 106 K, a shoulder at about
140–150 K resulting from the mixture of the methylamine with
the water coming from the aqueous phase, and a long desorp-
tion tail at higher temperatures, up to 220 K. When CH3NH2 is
deposited on top of the np-ASW ice film of 10 ML thickness,
prepared at 110 K and cooled down to 40 K, the maximum of
the desorption peak of methylamine is shifted to the higher tem-
perature, 137 K, and a large desorption peak with a maximum
centred at 160 K appears as a tail at higher surface tempera-
tures up to 220 K. This desorption behaviour of methylamine
on the np-ASW ice is observed for two close exposure doses
of 0.30 and 0.35 ML. 4.2. Desorption energies of methylamine where Ni is the population of molecules desorbing from the
surface with a desorption energy Ei at a surface temperature T. Similar calculations of the desorption energy distribution of
methylamine have been carried out both on graphite HOPG and
np-ASW ice surfaces. Assuming a first order desorption process
of methylamine on graphite surface, the best fits of the TPD
curves for various values of the surface exposure coverage, N
(0.25, 0.46, 0.71, and 1.0 ML) of methylamine, obtained from the
model with the pre-exponential factor A = 1012 s−1, are shown
in Fig. 6. p
gy
p
We also assume that the desorption rate r(T) is the sum of
the desorption rates ri(T), i.e. r(T) =
n
X
i=1
ri(T) = AN1e−E1/kBT + ANie−Ei/kBT + · · · ,
(5)
where
ri(T) = ANie−Ei/kBT
(6) r(T) =
n
X
i=1
ri(T) = AN1e−E1/kBT + ANie−Ei/kBT + · · · ,
(5) (5) where where The top panel of Fig. 7 shows the surface population Ni
(ML) of solid methylamine on graphite (HOPG) surface as a
function of the desorption energy Ei of methylamine (K), for
the first monolayer exposure coverage (N = 1 ML). The desorp-
tion energy distribution of methylamine from graphite is found
to range between 3010 and 8420 K, where a large percentage
(∼0.80 ML) of molecules desorbing with low binding energies
(3010–4454 K) correspond to the multi-layer and monolayer des-
orptions of CH3NH2 species from the graphite surface. The
range of the desorption energy (5050–8420 K) is assigned to
the surface population (∼0.15 ML) of methylamine that desorbs
from the very energetic adsorption sites of the graphite (HOPG)
surface. ri(T) = ANie−Ei/kBT (6) is the desorption rate of the molecular population, Ni, desorbing
from the surface at a temperature T, with a pre-exponential factor
A, and a desorption energy Ei. p
gy
To fit the TPD data for an exposure dose N of molecules on
the surface, we use the desorption rate r(T), given by Eq. (5),
then we set two values Emin and Emax for the desorption energy
of the molecules from the surface, and we choose a value for the
pre-exponential factor A. When we run the program, we obtain
the different populations Ni of molecules desorbing from the
surface with the desorption energy Ei, at a surface temperature
T, varying from Tmin to Tmax. 4.1. Desorption energies of formamide The top panel of Fig. 5 shows the best fits of the TPD curves
of formamide for various surface doses (0.14, 0.30, 0.61 and
1.0 ML) on the graphite (HOPG) surface. These best fits are
derived from Eq. (5) with a pre-exponential factor A = 1018 s−1. The use of a low pre-exponential factor (A = 1012 s−1) in our
modelling simulations does not reproduce the TPD curves on the
graphite surface perfectly. The bottom panel of Fig. 5 shows the
surface population Ni of formamide molecules (ML) as a func-
tion of the desorption energy Ei (K) on the graphite (HOPG)
surface for the first monolayer exposure coverage (N = 1 ML). As shown in Fig. 5, bottom panel, most of the surface population
(Pn
i=1 Ni = ∼0.97 ML) of formamide on HOPG surface releases
into the gas phase with a desorption energy distribution, ranging
from 7460 to 9380 K. 4.2. Desorption energies of methylamine The best fit of the TPD data is
obtained when the calculated curve matches well the experimen-
tal results, and the three computational parameters (A, Ei, Ni) are
well constrained, where the pre-exponential factor A is between
1012 and 1018 s−1, the desorption energy barrier Ei is between
Emin and Emax, and all the surface populations Ni satisfy the
relation (4). In the case of Fig. 7, bottom panel, where an exposure
dose N = 0.30 ML of solid methylamine is deposited on top
of the np-ASW ice film, the desorption energy distribution of
these molecules is reduced to the range (3900–8420 K), with
traces of small energies (2770–3610 K) corresponding to methy-
lamine multi-layer desorption. The bottom panel of Fig. 7 also
shows that a surface population of about 0.15 ML of CH3NH2
leaves the water ice surface with desorption energies (3900–
4500 K), which is lower than the binding energy value (4930 K)
of crystalline water ice, calculated with the same pre-exponential
factor A = 1012 s−1 from the desorption parameters (Edes, A)
of Fraser et al. (2001). Furthermore, the desorption energies
(5050–8420 K), which are higher than those of the amorphous
water ice, are attributed to the fraction (Pn
i=1 Ni = ∼0.15 ML)
of methylamine population that diffuses through the water ice
surface towards the highest binding sites of the HOPG sub-
strate, and then desorbs into the gas phase after water ice
sublimation. A&A 612, A47 (2018) The same desorption energy distribution (7460–9380 K) is
obtained by fitting the TPD data of formamide deposited on
top of the np-ASW ice film of 10 ML thickness, covering the
graphitic HOPG substrate. This main result is explained by the
fast and efficient (>95%) diffusion of NH2CHO molecules from
the water ice surface towards the HOPG substrate, at surface
temperature, 40 K, or more probably during the warming-up
phase of the ices. The bottom panel of Fig. 5 also shows that
for a pre-exponential factor A = 1018 s−1, the maximum of the
desorption energy distribution of formamide (7700 K) is higher
than that of pure amorphous water ice (Edes = 6490 K), calcu-
lated with the same pre-exponential value A = 1018 s−1 from the
parameters (Edes, A) of the amorphous water ice (Fraser et al. 2001). This means that NH2CHO molecules are more tightly
physisorbed to the surface of the HOPG substrate than H2O
molecules. where the pre-exponential factor A for desorption (s−1). where the pre-exponential factor A for desorption (s−1). 1 where the pre-exponential factor A for desorption (s−1). The desorption rate r(T) (ML s−1) can be expressed using
Eq. (3) p
p
p
The desorption rate r(T) (ML s−1) can be expressed using
Eq. (3) r(T)ML s−1 =
r(T)
β−1
R Tmax
Tmin
dN
dt · dT
,
(3) (3) where
R Tmax
Tmin
dN
dt · dT
is the integrated area below the TPD curve
of the designed 1 ML exposure dose between Tmin and Tmax. In this model, we consider that each exposure dose N (ML)
of molecules on the surface is the sum of the different fraction
exposure doses Ni (ML), N =
n
X
i=1
Ni = N1 + N2 + · · · ,
(4) (4) 4. Analysis For TPD of first order, a = 1, the desorption rate r(T)
become A simple mathematic model has been developed to fit the TPD
curves of formamide and methylamine in the sub-monolayer and
monolayer regimes. At any surface coverage, thermal desorption r(T) = −dN
dt = ANe−Edes/kBT,
(2) r(T) = −dN
dt = ANe−Edes/kBT, (2) A47, page 5 of 12 A&A 612, A47 (2018) H. Chaabouni et al.: Thermal desorption of formamide and methylamine Fig. 5. Modelling results of the desorption rates (ML s−1) and the desorption energy distribution (K) of formamide on graphite (HOPG) surface. Top panel: red crosses indicate TPD data of NH2CHO (m/z = 45) on HOPG surface for different exposure doses of 0.14, 0.30, 0.61, and 1.0 ML;
blue lines: the best fits of the TPD curves of NH2CHO from the HOPG surface, calculated with the pre-exponential factor A = 1018 s−1 are shown. Bottom panel: the surface population (ML) of NH2CHO on HOPG surface as a function of the desorption energy (K) is shown. The desorption
energy distribution (Ei) and the surface population (Ni) of formamide are derived from Eq. (5) with the best pre-exponential factor A = 1018 s−1
for the exposure dose N = Pn
i=1 Ni = 1 ML. Fig. 5. Modelling results of the desorption rates (ML s−1) and the desorption energy distribution (K) of formamide on graphite (HOPG) surface. Top panel: red crosses indicate TPD data of NH2CHO (m/z = 45) on HOPG surface for different exposure doses of 0.14, 0.30, 0.61, and 1.0 ML;
blue lines: the best fits of the TPD curves of NH2CHO from the HOPG surface, calculated with the pre-exponential factor A = 1018 s−1 are shown. Bottom panel: the surface population (ML) of NH2CHO on HOPG surface as a function of the desorption energy (K) is shown. The desorption
energy distribution (Ei) and the surface population (Ni) of formamide are derived from Eq. (5) with the best pre-exponential factor A = 1018 s−1
for the exposure dose N = Pn
i=1 Ni = 1 ML. (HOPG) and non-porous ASW ice surfaces in the sub-monolayer
and monolayer regimes. The desorption energy distributions,
Edes,dist, of formamide and methylamine are obtained with dif-
ferent pre-exponential factors: A = 1018 s−1 for formamide
and A = 1012 s−1 for methylamine. In the case of formamide
(NH2CHO), the decrease in the pre-exponential factor A from
1018 to 1012 s−1, affects the quality of the TPD fits, and reduces
the value of the desorption energy of the molecules by 30%. As already mentioned, A and Edes are degenerated parameters that
can be derived from a desorption flux at a given temperature
T. However, the dynamic of desorption gives more constraints
on the couple of parameters. 5. Discussion We developed a model using the Polanyi–Wigner equation to
reproduce the TPD profiles and determine the desorption energy
distributions of NH2CHO and CH3NH2 molecules on graphite A47, page 6 of 12 A47, page 6 of 12 H. Chaabouni et al.: Thermal desorption of formamide and methylamine
g. 5. Modelling results of the desorption rates (ML s−1) and the desorption energy distribution (K) of formamide on graphite (HOPG) surfa
p panel: red crosses indicate TPD data of NH2CHO (m/z = 45) on HOPG surface for different exposure doses of 0.14, 0.30, 0.61, and 1.0 M
ue lines: the best fits of the TPD curves of NH2CHO from the HOPG surface, calculated with the pre-exponential factor A = 1018 s−1 are sho
ottom panel: the surface population (ML) of NH2CHO on HOPG surface as a function of the desorption energy (K) is shown. The desorpt
ergy distribution (Ei) and the surface population (Ni) of formamide are derived from Eq. (5) with the best pre-exponential factor A = 1018
r the exposure dose N = Pn
i=1 Ni = 1 ML. HOPG) and non-porous ASW ice surfaces in the sub-monolayer
nd monolayer regimes. The desorption energy distributions,
d
di
of formamide and methylamine are obtained with dif
already mentioned, A and Edes are degenerated parameters t
can be derived from a desorption flux at a given temperat
T However the dynamic of desorption gives more constrai H. Chaabouni et al.: Thermal desorption of formamide and methylamine H. Chaabouni et al.: Thermal desorption of formamide and methylamine H. Chaabouni et al.: Thermal desorption of formamide and methylamine In this work, we
want to determine the binding energy distributions of molecules,
and once done, we need to be able to compare the different
values, originating from different works or analysis methods. where A1 and A2 are the pre-exponential factors (s−1), associ-
ated with the desorption energies E1,des and E2,des, respectively,
of the adsorbed molecules on the surface, and T is the experi-
mental temperature (K) of the surface, at which the desorption is
observed. already estimated and discussed previously. Simple molecules
(like H2) seems to have a pre-exponential factor for desorption
usually close to 1012–13 s−1 (Amiaud et al. 2006). On the con-
trary, Doronin et al. (2015) have shown that the same molecule
(CH3OH) could have different pre-exponential factors for differ-
ent substrates or regimes (multi-layers or sub-monolayer). These
authors proposed a method to derive the pre-exponential factor
from TPD data. It has been suggested by Tait et al. (2005) that the
pre-exponential factor A for the desorption depends on the poten-
tial interaction of the adsorbate substrate system, and the number
of degrees of freedom of the molecule when it passes from the
adsorbate state to the gas-phase transition state. These authors
have demonstrated the increase of the pre-factor A for desorp-
tion with the chain length of the molecule from the value 1013 to
1019 s−1, and have explained this variation of A by the increase
in the rotational entropy available to the molecules in the
gas-like transition state for desorption. The difference in the pre-
exponential factor values is an experimental fact. In this work, we
want to determine the binding energy distributions of molecules,
and once done, we need to be able to compare the different
values, originating from different works or analysis methods. In Table 1, we can compare the value of the binding energy
of methanol (CH3OH) on graphite with those of methylamine
and formamide. We can see that even though the pre-exponential
factors and analysis methods are different, all the approximated
values of binding energies given here are close and can be com-
pared to the value of the binding energy of the amorphous water
ice derived from the same calculation method. The important
result here is that, in any case, the binding energy of CH3OH
is lower than that of water. H. Chaabouni et al.: Thermal desorption of formamide and methylamine Experimentalists seeks for getting
the best fit from their experiments, and as evidence, the best
fit is obtained with extreme differences in the pre-exponential
factor values (A = 1018 and A = 1012 s−1) for two apparently
similar molecules. The degeneracy of A and Edes has been A47, page 7 of 12 A47, page 7 of 12 A&A 612, A47 (2018) Fig. 6. Modelling results of the desorption rates (ML s−1) of methylamine on graphite (HOPG) surface. Red crosses: TPD data of CH3NH2
(m/z = 31) on HOPG surface for different exposure doses of 0.25, 0.46, 0.71, and 1.0 ML are shown; blue lines: the best fits of the TPD curves of
CH3NH2 from the HOPG surface, calculated with the best pre-exponential factor A = 1012 s−1 are represented. Fig. 6. Modelling results of the desorption rates (ML s−1) of methylamine on graphite (HOPG) surface. Red crosses: TPD data of CH3NH2
(m/z = 31) on HOPG surface for different exposure doses of 0.25, 0.46, 0.71, and 1.0 ML are shown; blue lines: the best fits of the TPD curves of
CH3NH2 from the HOPG surface, calculated with the best pre-exponential factor A = 1012 s−1 are represented. already estimated and discussed previously. Simple molecules
(like H2) seems to have a pre-exponential factor for desorption
usually close to 1012–13 s−1 (Amiaud et al. 2006). On the con-
trary, Doronin et al. (2015) have shown that the same molecule
(CH3OH) could have different pre-exponential factors for differ-
ent substrates or regimes (multi-layers or sub-monolayer). These
authors proposed a method to derive the pre-exponential factor
from TPD data. It has been suggested by Tait et al. (2005) that the
pre-exponential factor A for the desorption depends on the poten-
tial interaction of the adsorbate substrate system, and the number
of degrees of freedom of the molecule when it passes from the
adsorbate state to the gas-phase transition state. These authors
have demonstrated the increase of the pre-factor A for desorp-
tion with the chain length of the molecule from the value 1013 to
1019 s−1, and have explained this variation of A by the increase
in the rotational entropy available to the molecules in the
gas-like transition state for desorption. The difference in the pre-
exponential factor values is an experimental fact. H. Chaabouni et al.: Thermal desorption of formamide and methylamine Table 1 also shows that for the
same employed pre-exponential factor A = 1012 s−1, the maxi-
mum of the desorption energy distribution (Edes,max = 5265 K)
of NH2CHO from graphite (HOPG) substrate is smaller than the
value (6871 K) of the mean desorption energy obtained from
silicate (SiO2) interstellar grain analogue surface by Dawley
et al. (2014). This difference between our result and that of
Dawley et al. (2014) is an indication that the desorption energy
of formamide depends on the substrate itself. Table 1 shows the maximum of the desorption energies
(Edes,max) of formamide and methylamine from different sub-
strates, calculated from the model, with the original suitable pre-
exponential factors (A), and with a fixed value (A = 1012 s−1) for
better comparison with other relevant astrophysical molecules,
using the following desorbing flux relationship: More precisely, we find that the binding energy of 0.1 ML
of formamide adsorbed on graphite substrate is 5600–5900 K,
calculated with A = 1012 s−1. These values are smaller than the
value given on silicate substrate (Dawley et al. 2014). This differ-
ence may not be only related to the composition of the substrate
(silicate, graphite), but could also be due to the difference in
the morphology of the substrate, which can easily change the r(T) = A1e−E1,des/kBT = A2e−E2,des/kBT, (7) A47, page 8 of 12 A47, page 8 of 12 H. Chaabouni et al.: Thermal desorption of formamide and methylamine H. Chaabouni et al.: Thermal desorption of formamide and methylamine
Fig. 7. Modelling results of the desorption energy distributions (K) of methylamine on graphite (HOPG) and np-ASW ice surfaces. Top pan
surface population (ML) of CH3NH2 (m/z = 31) as a function of the desorption energy (K) for an exposure dose N = 1 ML of CH3NH2 on t
HOPG surface. Bottom panel: surface population (ML) of NH2CH3 as a function of the desorption energy (K) for an exposure dose N = 0.30 M
of CH3NH2 on the surface of the np-ASW ice film of 10 ML thickness, prepared at 110 K and cooled down to 40 K. The desorption ener
distribution (Ei) and the surface population (Ni) of methylamine are derived from Eq. H. Chaabouni et al.: Thermal desorption of formamide and methylamine (5) with the best pre-exponential factor A = 1012 s−1 for the
two exposure doses N = Pn
i=1 Ni = 1 ML on HOPG and N = Pn
i=1 Ni = 0.30 ML on np-ASW ice surfaces. binding energy distribution of the molecules by a few tens of
percent (Fillion et al. 2009). In our experiments, the desorption
energy of formamide from the surface of the non-porous ASW
ice cannot be measured because the water substrate desorbs
before formamide, that is deposited on top of it. Actually, the
whole binding energy distribution of formamide from graphite
(5056–6990 K), calculated with A = 1012 s−1 for 1 ML cover-
age, is higher than the binding energy values of water ice in its
amorphous (4810 K), and crystalline state (4930 K). Unlike for-
mamide, solid methylamine can desorb under different forms, in
the multi-layer regime (NH2CH3–NH2CH3) with low desorption
energies (3010–3490 K) from the np-ASW ice surface with des-
orption energies (3900–4500 K) and even later from the HOPG
substrate with higher desorption energies (5050–8420 K). The
different desorption energies of methylamine calculated in this
work with respect to that of pure amorphous water ice (4810 K)
is due to its wetting ability compared to H2O molecules. In fact,
CH3NH2 species are able to spread readily and uniformly over the surface of the graphite (HOPG) or the amorphous water ice
by hydrogen bonds, thereby forming a thin and continuous film
in which physisorbed molecules populate a large distribution of
surface binding sites. The proportion of molecules desorbing,
prior, during, or after the water ice varies with the doses of
methylamine, but each time the fraction of methylamine desorb-
ing after the water ice is about 0.15 ML. However, the fraction
of methylamine co-desorbing with the crystalline phase of the
water ice is very small at about 0.03 ML. We can see in Fig. 4
that the desorption of methylamine is very reduced during the
desorption of the water ice at around 150 K. The desorption of
methylamine at 137 K, before the sublimation of the water ice,
is delayed compared with its desorption without water at T =
106 K (Fig. 4), indicating a stronger interaction of methylamine
with the water molecule than with itself. In most astrophysical
models, the whole desorption of each molecule is described by
its (unique) binding energy. H. Chaabouni et al.: Thermal desorption of formamide and methylamine (5) with the best pre-exponential factor A = 1012 s−1 for t
two exposure doses N = Pn
i=1 Ni = 1 ML on HOPG and N = Pn
i=1 Ni = 0.30 ML on np-ASW ice surfaces. binding energy distribution of the molecules by a few tens of
percent (Fillion et al. 2009). In our experiments, the desorption
energy of formamide from the surface of the non-porous ASW
the surface of the graphite (HOPG) or the amorphous water i
by hydrogen bonds, thereby forming a thin and continuous fil
in which physisorbed molecules populate a large distribution Fig. 7. Modelling results of the desorption energy distributions (K) of methylamine on graphite (HOPG) and np-ASW ice surfaces. Top panel:
surface population (ML) of CH3NH2 (m/z = 31) as a function of the desorption energy (K) for an exposure dose N = 1 ML of CH3NH2 on the
HOPG surface. Bottom panel: surface population (ML) of NH2CH3 as a function of the desorption energy (K) for an exposure dose N = 0.30 ML
of CH3NH2 on the surface of the np-ASW ice film of 10 ML thickness, prepared at 110 K and cooled down to 40 K. The desorption energy
distribution (Ei) and the surface population (Ni) of methylamine are derived from Eq. (5) with the best pre-exponential factor A = 1012 s−1 for the
two exposure doses N = Pn
i=1 Ni = 1 ML on HOPG and N = Pn
i=1 Ni = 0.30 ML on np-ASW ice surfaces. Fig. 7. Modelling results of the desorption energy distributions (K) of methylamine on graphite (HOPG) and np-ASW ice surfaces. Top panel:
surface population (ML) of CH3NH2 (m/z = 31) as a function of the desorption energy (K) for an exposure dose N = 1 ML of CH3NH2 on the
HOPG surface. Bottom panel: surface population (ML) of NH2CH3 as a function of the desorption energy (K) for an exposure dose N = 0.30 ML
of CH3NH2 on the surface of the np-ASW ice film of 10 ML thickness, prepared at 110 K and cooled down to 40 K. The desorption energy
distribution (Ei) and the surface population (Ni) of methylamine are derived from Eq. H. Chaabouni et al.: Thermal desorption of formamide and methylamine For some other molecules, such as
NH2OH and NH2CHO, the binding energy is higher than that of
(H2O) water ice, and we can consider these molecules as refrac-
tory species, compared to water molecules. Refractory does not
have the same meaning here as sometimes used in shock-regions
studies or in geology. Here, it is the remaining part of the molec-
ular mantle after the sublimation of water. Before this study,
we were wondering if some simple chemical properties could
explain the common trends of the binding energies. It is usually
discussed in terms of hydrophilic and hydrophobic proprieties
of the molecules or in terms of hydrogen bonding formation
with water. We can sort molecules in two groups: those with energies are measured for pure species and therefore, the answer
would be Edes ≃3000 K with A = 1012 s−1. But in an astro-
physical context, the proportion of methylamine in icy mantles is
certainly less than a few % as it is not positively detected in ices
(Boogert et al. 2015). Therefore, it would be better to take the
low concentration limit of our experiments (∼0.15 ML), which
would lead to an estimation of the binding energy at around
6000 K, well above the value of those of the water ice. This
low coverage value is certainly very dependent on the substrate
and represents the wetting properties of the surface for a spe-
cific molecule. This is probably why Souda (2016) did not find
a late desorption of methylamine in the case of metallic surface
Ni(111). The key question is to find out whether at low concentra-
tion, the binding energy of a specific molecule is higher than the
binding energy of the water ice. Table 1 reveals that the binding
energies of methanol (CH3OH) and formaldehyde (H2CO) are
lower than that of amorphous (H2O) water ice, and so we can
consider these molecules as volatile, or at least they would des-
orb with the water ice mantle. For some other molecules, such as
NH2OH and NH2CHO, the binding energy is higher than that of
(H2O) water ice, and we can consider these molecules as refrac-
tory species, compared to water molecules. Refractory does not
have the same meaning here as sometimes used in shock-regions
studies or in geology. Here, it is the remaining part of the molec-
ular mantle after the sublimation of water. H. Chaabouni et al.: Thermal desorption of formamide and methylamine 4. Notes. Col. 4 gives the maximum of the desorption energy (Edes,max) (K) obtained with the best-fit pre-exponential factor A values (s−1) for
NH2CHO, NH2CH3, and other astrophysical relevant molecules (NH2OH, CH3OH, H2CO, and H2O) taken from the literature. For a comparison,
Col. 5 gives the desorption energies (Edes,max) of all the molecules calculated with the typical pre-exponential factor A = 1012 s−1 for various grain
surfaces, using Eq. (7) of flux desorption (A1e−E1,des/kBT = A2e−E2,des/kBT), and the values of A and Edes,max in Col. 4. a binding energy less than that of water, such as CH3OH, NH3,
H2CO, and another group with a binding energy, at low cover-
age, that are higher than the binding energy of water, among
which we can find H2O2 (Dulieu et al. 2017), NH2OH (Congiu
et al. 2012), and NH2CHO. As a matter of fact, the hydrophobic
nature of the methyl (–CH3) group, or the hydrophilic nature of
the amino (–NH2) or hydroxyl (–OH) groups, cannot explain our
observations. Only detailed calculations could probably give a
real understanding of this empirical sorting. energies are measured for pure species and therefore, the answer
would be Edes ≃3000 K with A = 1012 s−1. But in an astro-
physical context, the proportion of methylamine in icy mantles is
certainly less than a few % as it is not positively detected in ices
(Boogert et al. 2015). Therefore, it would be better to take the
low concentration limit of our experiments (∼0.15 ML), which
would lead to an estimation of the binding energy at around
6000 K, well above the value of those of the water ice. This
low coverage value is certainly very dependent on the substrate
and represents the wetting properties of the surface for a spe-
cific molecule. This is probably why Souda (2016) did not find
a late desorption of methylamine in the case of metallic surface
Ni(111). The key question is to find out whether at low concentra-
tion, the binding energy of a specific molecule is higher than the
binding energy of the water ice. Table 1 reveals that the binding
energies of methanol (CH3OH) and formaldehyde (H2CO) are
lower than that of amorphous (H2O) water ice, and so we can
consider these molecules as volatile, or at least they would des-
orb with the water ice mantle. H. Chaabouni et al.: Thermal desorption of formamide and methylamine Usually, binding A47, page 9 of 12 A47, page 9 of 12 A&A 612, A47 (2018) tributions (Edes,dist) (K), Col. 3, of NH2CHO and CH3NH2 obtained in this work with the best-fit pre-exponential Table 1. Desorption energy distributions (Edes,dist) (K), Col. 3, of NH2CHO and CH3NH2 obtained in this work with the best-fit pre-exponential
factor A values, expressed (s−1). Molecule
Substrate
Edes,dist (A)
Edes,max (A)
Edes,max
References
(A = 1012 s−1)
K (s−1)
K (s−1)
K
NH2CHO
HOPG
7460–9380 (1018)
7700 (1018)
5265
This work
Edes,dist = 5056–6990
NH2CHO
H2O
This work
NH2CHO
SiO2
7397 (1013)
6871
Dawley et al. (2014)
CH3NH2
NH2CH3
3010–3490 (1012)
3307 (1012)
3307
This work
CH3NH2
H2O
3900–4500 (1012)
4269 (1012)
4269
This work
CH3NH2
HOPG
5050–8420 (1012)
5100 (1012)
5100
This work
NH2OH
Silicate
6518 (1013)
6080
Congiu et al. (2012)
CH3OH
CH3OH
4989 (5 × 1014)
4169
Doronin et al. (2015)
CH3OH
H2O
4366 (2 × 1012)
4310
Martín-Doménech et al. (2014)
CH3OH
Graphite
5454 (1016)
4257
Doronin et al. (2015)
H2CO
H2O
3247 (1013)
2899
Noble et al. (2012)
H2CO
Silicate
3729 (1013)
3040
Noble et al. (2012)
H2O
Amorphous
Au
5600 (1015)
4810
Fraser et al. (2001)
Crystalline
Au
5773 (1015)
4930
Fraser et al. (2001)
Notes. Col. 4 gives the maximum of the desorption energy (Edes,max) (K) obtained with the best-fit pre-exponential factor A values (s−1) for
NH2CHO, NH2CH3, and other astrophysical relevant molecules (NH2OH, CH3OH, H2CO, and H2O) taken from the literature. For a comparison,
Col. 5 gives the desorption energies (Edes,max) of all the molecules calculated with the typical pre-exponential factor A = 1012 s−1 for various grain
surfaces, using Eq. (7) of flux desorption (A1e−E1,des/kBT = A2e−E2,des/kBT), and the values of A and Edes,max in Col. 4. Table 1. Desorption energy distributions (Edes,dist) (K), Col. 3, of NH2CHO and CH3NH2 obtained in this work with the best-fit pre-exponential
factor A values, expressed (s−1). Notes. Col. 4 gives the maximum of the desorption energy (Edes,max) (K) obtained with the best-fit pre-exponential factor A values (s−1) for
NH2CHO, NH2CH3, and other astrophysical relevant molecules (NH2OH, CH3OH, H2CO, and H2O) taken from the literature. For a comparison,
Col. 5 gives the desorption energies (Edes,max) of all the molecules calculated with the typical pre-exponential factor A = 1012 s−1 for various grain
surfaces, using Eq. (7) of flux desorption (A1e−E1,des/kBT = A2e−E2,des/kBT), and the values of A and Edes,max in Col. H. Chaabouni et al.: Thermal desorption of formamide and methylamine For methylamine, the main ques-
tion is which binding energy shall we propose. Usually, binding binding energy distribution of the molecules by a few tens of
percent (Fillion et al. 2009). In our experiments, the desorption
energy of formamide from the surface of the non-porous ASW
ice cannot be measured because the water substrate desorbs
before formamide, that is deposited on top of it. Actually, the
whole binding energy distribution of formamide from graphite
(5056–6990 K), calculated with A = 1012 s−1 for 1 ML cover-
age, is higher than the binding energy values of water ice in its
amorphous (4810 K), and crystalline state (4930 K). Unlike for-
mamide, solid methylamine can desorb under different forms, in
the multi-layer regime (NH2CH3–NH2CH3) with low desorption
energies (3010–3490 K) from the np-ASW ice surface with des-
orption energies (3900–4500 K) and even later from the HOPG
substrate with higher desorption energies (5050–8420 K). The
different desorption energies of methylamine calculated in this
work with respect to that of pure amorphous water ice (4810 K)
is due to its wetting ability compared to H2O molecules. In fact,
CH3NH2 species are able to spread readily and uniformly over the surface of the graphite (HOPG) or the amorphous water ice
by hydrogen bonds, thereby forming a thin and continuous film
in which physisorbed molecules populate a large distribution of
surface binding sites. The proportion of molecules desorbing,
prior, during, or after the water ice varies with the doses of
methylamine, but each time the fraction of methylamine desorb-
ing after the water ice is about 0.15 ML. However, the fraction
of methylamine co-desorbing with the crystalline phase of the
water ice is very small at about 0.03 ML. We can see in Fig. 4
that the desorption of methylamine is very reduced during the
desorption of the water ice at around 150 K. The desorption of
methylamine at 137 K, before the sublimation of the water ice,
is delayed compared with its desorption without water at T =
106 K (Fig. 4), indicating a stronger interaction of methylamine
with the water molecule than with itself. In most astrophysical
models, the whole desorption of each molecule is described by
its (unique) binding energy. For methylamine, the main ques-
tion is which binding energy shall we propose. H. Chaabouni et al.: Thermal desorption of formamide and methylamine The COMs detected in cold dark prestel-
lar cores regions are likely to originate from gas-phase reactions
at 10–20 K of precursor molecules, such as formaldehyde and
methanol, which are previously formed on icy grain surfaces,
then ejected into the gas phase by desorption induced by chem-
ical reaction, and finally followed by gas-phase chemistry via
ion molecules (Vasyunin & Herbst 2013), neutral-neutral, and
radiative association reactions (Vasyunin et al. 2017). These
molecules detectable in the gas phase can in turn be involved
in gas-phase reactions to form more complex organic molecules. It is therefore, interesting to explore the interaction of these
detected COMs with the ASW ice and with various astrophysical
relevant substrates. Formamide and methylamine are probably
forming in regions where CO has also started to freeze-out, i.e. in dense molecular clouds. In these regions, the icy mantle might
be composed of water ice in the presence of CO molecules or a
mixture of CO2 and H2O ices. However, since CO desorbs at 30–
50 K from the amorphous water ice surface (Noble et al. 2012), it
is probably that its presence with H2O molecules does not affect
the diffusion of formamide and methylamine from the water ice
surface towards the substrate, such as graphite HOPG, at the
expected temperatures of 110–140 K. Nevertheless, it would be
interesting to perform further adsorption–desorption laboratory
experiments of formamide and methylamine on mixed or lay-
ered CO, CO2, and H2O ices to understand the effect of this
relevant astrophysical molecule on the diffusion process of the
complex organic molecules through the ASW ice. It would also
be interesting to explore other substrates, such as amorphous sil-
icon (a-Si) and amorphous carbon (a-C), which better represent
the interstellar dust grains composition than HOPG to study the
effect of the substrate on the desorption energies and the diffu-
sion of these two molecules, and other COMs from the water ice
surfaces. If dust grains are heated, as in the case of those located
nearby a newly born protostar, the external heat provided by the
protostars increases the surface temperature of the ice mantle,
provoking desorption from the ice back to the gas phase of the
volatile molecules, such as CO, CO2, and H2O or CH3OH. H. Chaabouni et al.: Thermal desorption of formamide and methylamine The fast diffusion of
NH2CHO molecules through the water ice may occur during
the reorganization of the ices, and the transition phase from
the amorphous to the crystalline structure of the ASW ice at
about 145 K (Mispelaer et al. 2013; Dawley et al. 2014). In
the interstellar medium, dust grains can be composed of rele-
vant astrophysical materials, such as amorphous carbon (a-C),
amorphous silicon (a-Si), and amorphous silicates (Mg2SiO4
and Fe2SiO4). Amorphous carbon (a-C), such as a diamond, has
been shown to consist of graphitic islands, composed of com-
pact polycyclic aromatic ring structures, poorly connected with
each other Duley et al. (1989). These astrophysical relevant sur-
faces, characterized by deepest binding sites and highest binding
energies, in comparison to the surface of the amorphous water
ices, may affect the diffusion proprieties of the molecules. So
methylamine and formamide molecules interact strongly with
these amorphous carbon and silicon surfaces after water ice
evaporation. Formamide molecules are expected to fully dif-
fuse from the water ice surface to these interstellar analogue
surfaces. one of the main efficient mechanism included in astrochemical
models to feed back the gas phase is the impulsive heating of
dust grains by X-rays and cosmic rays, already proposed ear-
lier by Leger et al. (1985). Here again, the binding energy of
the molecules is still a selective parameter because it explic-
itly enters in the calculation of the desorption of each type of
molecules. Although this is not exactly the same mechanism than
found in thermal desorption, in practice, models sort molecules
depending on their binding energies. Therefore, in the context
of prestellar cores, a very high binding energy also prevents any
return in the gas phase. The second efficient mechanism for pop-
ulating the gas phase is the chemical desorption (or reactive
desorption) (Takahashi & Williams 2000; Garrod et al. 2007;
Dulieu et al. 2013). Here, the energy released during the for-
mation of the molecule itself is the promoter of the desorption. But the probability of desorption has been proposed to decrease
exponentially with the binding energy, among others factors
(Minissale et al. 2016). H. Chaabouni et al.: Thermal desorption of formamide and methylamine Before this study,
we were wondering if some simple chemical properties could
explain the common trends of the binding energies. It is usually
discussed in terms of hydrophilic and hydrophobic proprieties
of the molecules or in terms of hydrogen bonding formation
with water. We can sort molecules in two groups: those with Formamide and methylamine that diffuse completely or
partly through the ASW ice surface towards the graphitic sub-
strate and desorb into the gas phase at higher temperatures
(≥160 K) are considered as refractory species, which can remain
frozen on dust grains even after water ice sublimation. This result
leads us to consider different scenarios, in which formamide and
methylamine can be formed either in the gas phase and then
accreted onto the ice surface or formed by grain-surface chem-
istry. In the case of the gas-phase formation, the diffusion of
the adsorbed molecules on the colder ice mantle at 10–20 K is
an open question, since it depends on the thickness, porosity,
and chemical composition of the ice mantle (Mispelaer et al. 2013; Lauck et al. 2015). In the case of grain-surface chem-
istry, NH2CHO and CH3NH2 molecules may be formed on icy
grain mantles in the interstellar medium, by exothermic reac-
tions between mobile radicals, generated by ultraviolet (UV)
radiation, or trapped within the bulk of ice mantles of dust
grains (Taquet et al. 2012), probably at 30–40 K, once the pro-
tostar starts heating its immediate surroundings, as has been
suggested by grain surface chemistry models of Garrod & Herbst
(2006). The diffusion of the molecules within the water ice A47, page 10 of 12 A47, page 10 of 12 H. Chaabouni et al.: Thermal desorption of formamide and methylamine to the surface of dust grains by hydrogen bonding formation
depends on the morphology of the ices (Lauck et al. 2015) and
mainly on the surface of the dust grain below the water ice. The diffusion of NH2CHO molecule from the water ice surface
to the graphitic substrate is possibly favoured by the formation
of larger groups of segregated NH2CHO molecules, which bind
together by intermolecular van der Waals interactions, and with
H2O molecules by hydrogen bonds through the amino (−NH2)
and carbonyl (–C=O) functional groups. H. Chaabouni et al.: Thermal desorption of formamide and methylamine As
the thickness of the water ice on the dust grain is reduced, the
non-volatile formamide molecules diffuses through the water ice
and populates the highest bindings sites of dust grains. Therefore
the presence in the gas phase of refractory molecules, if these
molecules come from the solid phase, would require a higher
final temperature of dust grains. These refractory molecules
should be observed on a separate snow line. Furthermore, this
thermal desorption should be accompanied by a blending of
the species and some induced reactivity, as described in for
example Theulé et al. (2013), Dulieu et al. (2017), and in
Souda (2016) for the H-D exchange in ices. But the presence
of molecules in the gas phase coming from the solid phase
can arise from the sputtering of the grain mantle, especially
in shocks (e.g. Draine 1983; Jones et al. 1994; Tielens et al. 1994). This type of desorption process is not at thermal equi-
librium, but is induced by gaseous bombardment with an energy
greater than the surface binding energies, provoking the ejection
of the material in gas environments. This kind of ballistic kick
out mechanism should be sensitive to the binding energy of the
molecules. Acknowledgements. This work was supported by the Programme National
“Physique et Chimie du Milieu Interstellaire (PCMI)” of CNRS/INSU with
INC/INP co-funded by CEA and CNES. H.C would like to thank Prof. Darek
Lis, Prof. Jean-Hugues Fillion of the LERMA team for their support and
helpful corrections. The authors acknowledge the anonymous referee for con-
structive comments that greatly improved the paper. T.N. is granted by the
LabEx MICHEM. Formamide is a target molecule of SOLIS, a NOEMA key
programme led by C. Ceccarelli and P. Caselli. 6. Conclusions C. A., Gerakines, P. A., & Whittet, D. C. B. 2015, ARA&A, 53, 541 Chaabouni, H., Minissale, M., Manicò, G., et al. 2012, J. Chem. Phys., 137,
234706 Codella, C., Ceccarelli, C., & Caselli, E. A. 2017, A&A, 605, L3 Congiu, E., Chaabouni, H., Laffon, C., et al. 2012, J. Chem. Phys., 137, 054713 , A., Jørgensen, J. K., van der Wiel, M. H. D., et al. 2016, A&A, 59 Coutens, A., Jørgensen, J. K., van der Wiel, M. H. D., et al. 2016, A&A, 590, L6
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comparing these energies with an arbitrary fixed pre-exponential
factor (A = 1012 s−1). The main difference in behaviour of these
two molecules is probably because the entire binding energy dis-
tribution of formamide (Edes = 5056–6990 K) is higher than
the value of the amorphous water desorption (Edes = 4810 K). On the contrary, the binding energy distribution of methylamine
(Edes = 3010–8420 K) is distributed over this value. There is
no obvious link between the chemical functional groups (amino,
hydroxyl, methyl, and carbonyl) and the binding energy distri-
bution on our graphite template. The simple idea that all the
molecules should desorb during the sublimation of the ice man-
tle is certainly unrealistic and illusive. The difference in the
binding energies of formamide and methylamine could have an
impact on the composition of the gas-phase environments, in par-
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have suggested that complex organic molecules (COMs) are
actively formed in prestellar cores in L1689B before the grav-
itational collapsing phase leading to protostar formation and
even before the warm-up phase of the grains. Many COMs have
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CH3NH2 molecules has been investigated experimentally on
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than 95% of formamide through the np-ASW ice film of 10 ML
thickness towards the graphite (HOPG) substrate. The large per-
centage of solid formamide (>0.95 ML) bound to the graphitic
substrate desorbs at higher surface temperature, 176 K, what-
ever the surface coverage, after the desorption of the water ice The desorption of formamide NH2CHO and methylamine
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English
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Case Reports
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Majalah kardiologi Indonesia
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cc-by
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Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology J
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 50-year-old female patient presented to the ER with worsening dyspnea and decrease urine output. There was
no prior medical history. Physical exams showed hypotension, tachycardia, tachypnea, and cold extremities. Rales
and murmur were found and there was no edema in the lower limbs. The ECG showed atrial fibrillation with
RVR. Laboratory evaluation presented with low blood glucose, a slight increase in ureum and creatinine, and
BGA revealed metabolic acidosis. Cardiomegaly, pulmonary edema, and bilateral pleural effusion were found in
CXR. Echocardiography revealed multiple valve disorders. The patient was treated with dobutamine,
norepinephrine, furosemide, sodium bicarbonate, digoxin, spironolactone, and warfarin. Background g
Multiple valvular heart diseases (VHD) are still highly prevalent, with rheumatic heart disease (RHD) continuing
to be the leading contributor, especially in developing countries. In 2019, 40.5 million people worldwide were
predicted to be affected by RHD, with a 2.8 million annual incidence rate. Indonesia ranked fourth in the world
in terms of prevalence, with a death rate of 4.8 per 100,000 at-risk individuals. RHD predisposes to atrial
fibrillation, which increases the risk for stroke, along with heart failure, pulmonary edema, and cardiorenal
syndrome, which all contribute to mortality. Furthermore, in multiple VHD, the manifestation of each valve lesion
may be altered by hemodynamic interactions, which poses to diagnostic and therapeutic challenges. This case
report aims to analyze and recommend courses of action and key strategies to manage a case with multiple VHD
complicated by prolonged cardiogenic shock, acute kidney injury (AKI), and metabolic acidosis. Prolonged cardiogenic shock leading to Acute Kidney Injury and Severe Metabolic Acidosis in Patient
with Multiple Valvular Heart Disease: Trouble Never Comes Alone ged cardiogenic shock leading to Acute Kidney Injury and Severe Metabolic Acidosis in Patient
with Multiple Valvular Heart Disease: Trouble Never Comes Alone N. Christopher1, P.R.K. Alfera1, W.K. Anggoro2
General Practitioner of Hermina Tangerang Hospital, Banten, Indonesia1
Cardiology department of Hermina Tangerang Hospital, Banten, Indonesia2 Abstract: Case Reports Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Our case highlighted the importance of improving renal perfusion with inotropic and rate control to manage
multiple VHD with prolonged cardiogenic shock, AKI, and metabolic acidosis. Further treatment such as a
lifelong antibiotic as a secondary prevention and valve surgery are recommended for this case. Keywords: Multiple valvular heart disease, Rheumatic heart disease, Cardiogenic shock Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 ACUTE PERICARDITIS IN MILITARY TRAINEE INDONESIAN AIR FORCE: IMPACT,
RECOMMENDATION AND ASSIGNMENT A. Nugraha1, L. Pribadi2, M.G. Suwandi2
dr. M. Munir Airforce Hospital, Malang, Indonesia1
dr. S. Hardjolukito, Airforce Central Hospital, Yogyakarta, Indonesia.2 dr. M. Munir Airforce Hospital, Malang, Indonesia1
dr. S. Hardjolukito, Airforce Central Hospital, Yogyakarta, Indonesia.2 p
,
g,
dr. S. Hardjolukito, Airforce Central Hospital, Yogyakarta, Indonesia.2 Background This case occurs to the military trainee of the Indonesian Air Force (TNI AU) who has only attended the training
for 3 weeks. It has an impact on continuing his military training and he would be dismissed of being the
prospective soldier candidate of TNI AU. The case becomes the first report of the acute pericarditis in the basic
military training institution of the Indonesian Armed Forces (TNI). Case Illustration The male trainee, 19, suffered from severe shortness of breath while doing his activities in the last 3 days before
being hospitalized. He complained of cough with thick phlegm and flu, as well as a fever that has subsided. He
had a history of smoking without other risk factors of a cardiovascular disease. He was diagnosed with bilateral
Pneumonia, PCR Test, Gene expert MTB, blood, and sputum cultures showing the negative results. On the fourth
day of the treatment, the patient complained of chest pain when taking a deep breath, a non-contrast CT scan of
the thorax was performed and the results was bilateral pneumonia accompanied by pericardial effusion with a
volume of 100-250cc. ECG showed (Fig. 1), normal CKMB and CRP. Echocardiography showed mild to
moderate posterior pericardial effusion. Background g
Cardiac disease has become a major cause of maternal death. Rheumatic Heart Disease (RHD) mostly affect
women in reproductive age, linked to mitral valve disease specifically Mitral Stenosis (MS) as complication. Previous cardiac disease with changes in pregnancy including anatomy, hemodynamic, and hormonal changes
may predispose pregnant women to arrhythmia. Most common arrhythmia in pregnancy is supraventricular
tachycardia (SVT). SVT in 2nd Trimester of Pregnancy – a Case Report A.A. Modjo1, Ahadi2, I.M. Tania3
General Practitioner, ‘Aisyiyah Bojonegoro Hospital1
Department of Cardiology and Vascular Medicine, ‘Aisyiyah Bojonegoro Hospital2
Department of Obstetric and Gynecology, ‘Aisyiyah Bojonegoro Hospital3 p
Conclusion The prevention of relapse by optimizing OAINS and the restriction of activities become the main point of
successful pericarditis treatment. The impact of pericarditis which generally occurs in a young age with arduous
activities has been discussed as a consideration in the assignment of military personnel. Keywords: Pericarditis, Pericardial Effusions, Military. Figure 1. ECG showed Wide Spread ST Elevation Figure 1. ECG showed Wide Spread ST Elevation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 34-year-old multigravida woman with 24-25 weeks of gestation came to ER with complaint of sudden
palpitation, dull aching chest pain, dizziness and shortness of breath. She had no relevant history of cardiac
disease. Vital sign at the ER with Glassgow Coma Scale (GCS) 456, Blood Pressure (BP) 95/80, Heart Rate (HR)
201, Respiratory Rate (RR) 24x/min, 98% saturation and diastolic murmur grade III-IV/VI. Laboratory
examination was in normal limit. ECG showed SVT 201 bpm with narrow QRS complex. The patient was given
a carotid sinus massage at first but no respond in ECG. Then patient was admitted with Bisoprolol 5 mg per oral,
however there was no change in ECG. Due to the life threatening condition and drugs availability in our hospital,
administration of Amiodarone 150 mg intravenous in ICU was initiated, subsequently ECG was convert to sinus
rhythm with vital sign GCS 456, BP 110/70, HR 90x/min, RR 20x/min, temperature 36.7oC, 100% saturation with
nasal oxygen 4 lpm, and fetal heart rate 136x/min. Echocardiography examination later revealed RHD with severe
MS, moderate Mitral Regurgitation (MR), moderate Aorta Stenosis (AS), moderate Aorta Regurgitation (AR),
mild Tricuspid Regurgitation (TR) and Left Atrium (LA)-Right Ventricle (RV)-Right Atrium (RA) dilation. Conclusion SVT in pregnancy related with Mitral Stenosis as a complication of RHD required early diagnostic and appropriate
management from multidiscipline approach due to concern in maternal and fetal well-being. Keywords: SVT, Mitral Stenosis, RHD, Pregnancy Keywords: SVT, Mitral Stenosis, RHD, Pregnancy Electrocardiography SVT Electrocardiography SVT Keywords: ablation, ECG, PVC, outflow tract (OT). Serial Case of Premature Ventricular Contractions (PVCs) of Outflow Tract Origins P.P. Sakti1, A. Rizal1
Cardiology and Vascular Medicine Department, Dr. Saiful Anwar Teaching Hospital - Medical Faculty of
Universitas Brawijaya1 P.P. Sakti1, A. Rizal1
Cardiology and Vascular Medicine Department, Dr. Saiful Anwar Teaching Hospital - Medical Faculty
Universitas Brawijaya1 Background: Premature ventricular contractions (PVCs) are defined as myocardium depolarizations that begin
in the ventricle. PVCs emerge from a variety of sources, primarily the outflow tracts (OTs). Radiofrequency
ablation is the standard treatment for the majority of symptomatic PVCs. Determining the origin of PVCs is critical
to achieving better ablation results and lower complications. According to research, ECG features can provide
accurate predictions for PVC origin. p
g
Case Illustration: The first patient was 59-year-old man (weight 70 kg, height 165 cm) with a history palpitations. His Holter examination revealed multifocal PVCs (13%) dominant RVOT origin with episodic bigeminy and
couplet multifocal, but no PVCs were found during ECG examination. The patient was diagnosed with frequent
PVC septal RVOT epicardial origin. The second patient was a 39-year-old man (weight 80 kg, height 170 cm)
suffered from asymptomatic arrythmia during a routine medical checkup. His ECG examination showed sinus
rhythm with PVC RBBB and multiphasic pattern in lead V1. He was diagnosed with frequent unifocal PVC
posterior LVOT epicardial origin. His Holter monitoring showed episode of PVC unifocal, bigeminy, trigeminy,
couplets, and occasional PAC. Both patients are planned for radiofrequency ablation. p
p
p
q
y
Conclusion: A 12-lead ECG can be used to predict the origin of PVCs and is a non-invasive approach. Identifying the source of PVCs prior to radiofrequency ablation is critical for increasing procedure’s success
rate. Conclusion: A 12-lead ECG can be used to predict the origin of PVCs and is a non-invasive approach. Identifying the source of PVCs prior to radiofrequency ablation is critical for increasing procedure’s success Keywords: ablation, ECG, PVC, outflow tract (OT). Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Differing Tumor and Thrombus: When the Heart Explains the Brain J. Koswara1, D. Suwanto2 Cardiologist, Efarina Etaham Hospital, Pematang Siantar, Indonesia2 Background: Primary cardiac tumors are an incredibly rare finding. Cardiac myxomas are the most common type
of primary cardiac tumors in adults. 75% of myxomas originate in the left atrium. They are histologically benign
but when left untreated they could potentially cause embolism at various site. Nonspecific manifestation may
hinder the diagnosis, which can lead to complications. Case Illustration: We present a case of a 57-year-old female with no risk factor for atherosclerosis, admitted at
an emergency department an hour after the onset of right sided sensorimotor weakness. Chest X-ray showed an
enlarged cardiac silhouette. Brain CT-scan showed normal. A transthoracic echocardiogram revealed a large
mobile mass sized 3.7 x 3.7 cm attached to intra-atrial septum and prolapsing into left ventricle through mitral
valve from the left atrium. A surgical approach was used to resect the mass in the left atrium and surgery went
well. Symptoms were resolved and patient did not report any surgery complications. Conclusion:Cardiac myxomas frequently present with neurological symptoms, especially ischemic events
(established stroke or transient ischemic attack). Myxomas and thrombi can be differentiated using
echocardiography by assessing the distinguishing features of size, origin, shape, mobility, and prolapse. Surgery
should be performed following the diagnosis to prevent dreadful embolic complication of cardiac myxoma. Keywords: Cardiac Mass, Myxoma, Thrombus, Tumor. Figure 1. (a) Left atrial myxoma seen in two-dimensional trans thoracic echocardiography. (b) Left atrial
myxoma seen prolapsing through the mitral valve into left ventricle. Figure 1. (a) Left atrial myxoma seen in two-dimensional trans thoracic echocardiography. (b) Left atrial
myxoma seen prolapsing through the mitral valve into left ventricle. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Late Treatment of Large Swiss Cheese-like Secundum ASD: Transesophageal and Transthoracic
Echocardiography Findings
S. Shadiqqa1, R. Nurmeliani2
RSUD Al Ihsan1
RSUD al Ihsan2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Late Treatment of Large Swiss Cheese-like Secundum ASD: Transesophageal and Transthoracic
Echocardiography Findings
S. Shadiqqa1, R. Nurmeliani2
RSUD Al Ihsan1
RSUD al Ihsan2 Late Treatment of Large Swiss Cheese-like Secundum ASD: Transesophageal and Transthoracic
Echocardiography Findings
S. Shadiqqa1, R. Nurmeliani2 Late Treatment of Large Swiss Cheese-like Secundum ASD: Transesophageal and Transthoracic
Echocardiography Findings S. Shadiqqa1, R. Nurmeliani2
RSUD Al Ihsan1
RSUD al Ihsan2 Background : g
Atrial septal defect is one of the most common congenital heart diseases. More than three-quarters of ASD cases
are secundum ASDs. [1], [2] In ASD, a left-to-right (L-R) shunt occurs, causing a right-sided volume overload
which leads to failure and increased pulmonary atrial pressure. Defect closure can be done surgically or through
percutaneous repair, to determine which procedure to perform information about the morphology of the defect is
needed. Transthoracic echocardiography (TTE) is the initial examination followed by transesophageal
echocardiography (TEE). [3] Objectives assessed from TTE and TEE include the location, size and number of
defects, rims deficiency, intraatrial septum and structural changes as a consequence of the hemodynamics L-R
shunt.[4] Case : A 64-year-old woman patient complained of shortness of breath which has worsened with daily activities since a
year ago. On physical examination there were crackles in both lungs, heart murmur, distention in JVP and swelling
in both legs. TTE and TEE examinations revealed multiple defects of secundum ASD, the largest one measured
4-4.4 cm, the appearance of right-sided volume overload, severe tricuspid regurgitation and a high probability of
pulmonal hypertension. The patient was then advised to undergo surgical defect closure. Conclusion : Defect closure of ASD can be done surgically or through percutaneous repair. TTE and TEE examinations are
necessary to assess the defect's morphology and then consider which method should be performed. L-R shunt will
eventually cause a right-sided volume overload, leading to failure and increased pulmonary atrial pressure. [3][4] Keywords: ASD, congenital, failure, secundum Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Report - An Incidental Findings of Lutembacher's Syndrome In Rural Areas P.A. Simanjuntak1, E.J.H. Sinaga1
Department of Cardiology and Vascular Medicine, RSUD Dolok Sanggul, Humbang Hasundutan, Sumatera
Utara, Indonesia1 Background : Lutembacher’s syndrome (LS) is a rare cardiovascular anomaly defined as any combination of
congenital or iatrogenic atrial septal defect (ASD) with congenital or acquired mitral stenosis (MS). As atrial
septal defect acts as a pressure relieving gateway, signs and symptoms of mitral stenosis may be attenuated or
delayed in such patients. Patients with LS are often asymptomatic for many years as observed in this case, and
this patient may live for up to 50 years before experiencing symptoms of cardiac decompensation. Hemodynamic
expression and clinical features are affected by the combined effects of ASD size, mitral stenosis severity, and
right ventricle distensibility. Early detection and treatment result in a better prognosis, but in late advanced stage,
such patients develop pulmonary hypertension and heart failure with poor prognosis. Case Illustration : Here, we report the case of a 53 years old female with Lutembacher’s syndrome that was
incidentally diagnosed when being consulted to cardiologist and treated conservatively for heart failure at
Humbang Hasundutan Regional Hospital. Since 2018 this patient has been an internist routine outpatient and
treated as congestive heart failure and hypertension. Based on history taking, physical and supporting
examination, this patient is on advanced stage with pulmonary hypertension and heart failure are already
developed. Conclusion : Delay in identifying and accessing medical center, caused by transportation difficulties, inadequate
cardiologists and referral facility, and delay in having prompt treatment particularly in rural areas as Humbang
Hasundutan are the cause of delayed in LS diagnosis and treatment as demonstrated in our case. Echocardiography
remains the modality of choice for the diagnosis and evaluation of LS. In this case report, transthoracic
echocardiography along with color flow imaging, establishes the diagnosis of LS and identifies the type and size
of the ASD and the presence and degree of mitral stenosis. p
g
Keywords: Atrial Septal Defect, Heart Failure, Lutembacher syndrome, Mitral stenosis Trans-Thoracic Echocardiography showed Mitral Valve Area by (a) planimetry and (b) pressure half-time
(PHT) (c) left atrial to aortic root ratio (d) the presence of ASD (e) LV size and function Trans-Thoracic Echocardiography showed Mitral Valve Area by (a) planimetry and (b) pressure half-time
(PHT) (c) left atrial to aortic root ratio (d) the presence of ASD (e) LV size and function Atypical Atrial Flutter-Fibrillation and Obstructive Sleep Apneu Interconnection D.P. Andryan1, D.Y. Hermanto1 y
National Cardiovascular Center Harapan Kita, Faculty of Medicine, Universitas Indonesia Background: Atrial Fibrillation (AF) is the most common sustained cardiac arrhythmia in adults, in the world. Obstructive Sleep Apnea (OSA) is one of the overlooked AF comorbid. Untreated OSA is an established risk
factor for new-onset atrial AF, progression from paroxysmal AF to persistent AF, and Atrial arrhythmias
recurrence after catheter ablation. Case Illustration: Mrs. AT, 42 years old came to the arrhythmia outpatient clinic with complaints of palpitations
that had been worse the past 1 year, previously underwent partially successful ablation of Multifocal Atrial
Tachycardia. The patient had no history of hypertension, diabetes mellitus, dyslipidemia, or ex-smokers. After re-
exploring the comorbid, the patient apparently had complaints of frequent snoring every night. Polysomnography
revealed severe OSA. A patient was diagnosed with Atypical Atrial Flutter-Fibrillation and Severe OSA. The
patient underwent CPAP therapy for 1 year before undergoing 3D ablation. ENSITE electroanatomic mapping
system during tachycardia showed the earliest activation at the right carina. circumferential isolation of the right
carina and right PV were delivered. Post ablation, ECG converted to sinus rhythm and resolution of symptom. Conclusion: OSA is an important but overlooked risk factor for AF. Atrial remodeling, diastolic dysfunction,
increased autonomic tone, and inflammatory mediators, are potential factors that amplify the risk of AF. Patients
with OSA and AF are prone to recurrent AF after catheter ablation, therefore it is necessary to carry out appropriate
management for OSA itself. Keywords: Obstructive sleep apneu, Atrial Fibrillation, Atrial Flutter, connection, comorbid
Polysomnography & ablation of PV eywords: Obstructive sleep apneu, Atrial Fibrillation, Atrial Flutter, connection, comorbid Keywords: Obstructive sleep apneu, Atrial Fibrillation, Atrial Flutter, connection, comorbid Polysomnography & ablation of PV Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Peripartum Cardiomyopathy with Complete Recovery After 2 Years of Follow Up: A Case Report
Y. Pintaningrum1, N.N. Humaera2
Cardiology Department West Nusa Tenggara Central Hospital1
Mataram University2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Peripartum Cardiomyopathy with Complete Recovery After 2 Years of Follow Up: A Case Report
Y. Pintaningrum1, N.N. Humaera2
Cardiology Department West Nusa Tenggara Central Hospital1
Mataram University2 Y. Pintaningrum1, N.N. Keywords: peripartum, cardiomyopathy, complete recovery LEFT MAIN CORONARY ARTERY ANEURYSM PRESENTING AS ANTERIOR STEMI: A RARE
CLINICAL FINDING H.A.K. Cantika1, D.B. Lululangi1, P.R. Dewi2, U. Bahrudin3
Department of Emergency, KRMT Wongsonegoro State Hospital, Semarang, Indonesia1
Department of Cardiology, KRMT Wongsonegoro State Hospital, Semarang, Indonesia2
tment of Cardiology and Vascular Medicine, Faculty of Medicine, Diponegoro University, Semarang,
Indonesia3 Background: Aneurysm of the left main coronary artery (LMCA) in patients with ST-elevation myocardial
infarction (STEMI) is unusually reported. LMCA aneurysm is an uncommon coronary disease, found incidentally
in 0.1% of patients undergoing routine angiography. Case Illustration: A 40-year-old man presented at our emergency department with a 1-hour onset of an acute
typical angina. This patient had no known preexisting risk factors or past coronary artery comorbidities. The
electrocardiogram showed ST-segment elevation at V2-V4 lead conforming anterior STEMI. MONACO strategy
was initiated promptly upon diagnosis and followed by cardiac catheterization. Coronary angiography revealed
15 – 16 mm diameter aneurysmal dilatation of LMCA with total osteal occlusion in the left anterior descending
artery (LAD) and 30% thrombus-type osteal stenosis of the left circumflex. Thrombus formation is favored at the
aneurysmal site due to more sluggish flow through a dilated vessel and thus later can present as STEMI. The lack
of evidence of any fundamental atherosclerotic risk factors and the presence of stenosis only in the branches of
the LMCA led us to also consider possible non-atherosclerotic causes in this patient. Further history-taking
acknowledged the patient’s prolonged hospitalization history during childhood, which raised our suspicion of
vasculitis causal. A follow-up echocardiography reported reduced left ventricular systolic function with 48%
ejection fraction and regional wall motion abnormality. This patient received triple antithrombotic therapy
consisting of dual antiplatelet and intravenous anticoagulant and remained stable during intra-hospital
care. Antithrombotic management was continued orally in outpatient care. Conclusion: LMCA aneurysms are rare in patients presenting with coronary syndrome. Patient-based approach
with comprehensive clinical evaluation remains the management strategy due to the unavailability of a well-
established consensus. In this case, the patient obtained optimal medical therapy as the treatment of choice based
on clinical considerations. Keywords: left main coronary artery, aneurysm, STEMI
Total osteal occlusion in LAD (marked with red pointer) in conjunction with LMCA aneurysm of 15 – 16 mm
diameter and 30% thrombus-type osteal stenosis of left circumflex found in coronary angiography. Atypical Atrial Flutter-Fibrillation and Obstructive Sleep Apneu Interconnection Humaera2
Cardiology Department West Nusa Tenggara Central Hospital1
Mataram University2 Background: Peripartum Cardiomyopathy (PPCM) is a systolic disfuction that occurs during late pregnancy or
a period of up to 5 months after delivery. PPCM patients may present symptoms earlier, especially in patients
with previous cardiac comorbidities. Clinical manifestations of PPCM vary depending on the degree of disease. Case Illustration: A 28-year-old pregnant woman admitted with shortness of breath, accompanied by a dry
cough, cold sweating, and fatigue. Patient in 32 weeks of pregnancy with her second time of pregnancy. There
are no significant risk factors other than hypertension and no history of other underlying clinical disease. Patient
was referred with cardiogenic shock caused by Congestive Heart Failure (NYHA class IV). The results showed
valvular abnormalities in the form of mild mitral regurgitation and mild to moderate tricuspid regurgitation,
decreased left ventricular systolic function EF 30%, hypokinetic global left ventricle and left ventricular
remodeling. Termination of the pregnancy was taken. Comprehensive monitoring was conducted, but due to
neonatal complications fetal death has occurred. The patient was treated with furosemide 1x40 mg, spironolactone
1x25 mg, betade 1x2.5 mg, lisinopril 1x5 mg, N acetyl cysteine 3x200 mg, and 1x80 mg of aspirin by controlling
of fluid intake 1000 cc/24 hours for the maximum intake. The treatment given was subsequently tappered off
according to the patient's condition until 1 year after the onset, treatment was discontinued. After undergoing
approximately 2 years of monitoring, an echocardiographic evaluation of the patient was carried out and showed
normal results with EF 82%. Background: Peripartum Cardiomyopathy (PPCM) is a systolic disfuction that occurs during late pregnancy or
a period of up to 5 months after delivery. PPCM patients may present symptoms earlier, especially in patients
with previous cardiac comorbidities. Clinical manifestations of PPCM vary depending on the degree of disease. Conclusion : Comprehensive management can provide a good prognosis in patient with Peripartum
Cardiomyopathy. : Comprehensive management can provide a good prognosis in patient with Peripartum
athy Keywords: peripartum, cardiomyopathy, complete recovery Acute Coronary Syndromes with Normal Electrocardiogram Finding in Emergency Department : A Case
Report S. Raj1, T. Delfian2
1General Practitioner, Hermina Medan General Hospital
2Cardiologist, Hermina Medan General Hospital Background Coronary Artery Diseases (CAD) are number one cause of death worldwide and top three in
Indonesia. CAD process results which can be categorized as either Acute Coronary Syndromes (ACS) or Chronic
Coronary Syndromes. Diagnostic of ACS including clinical symptoms and vital signs, cardiac marker testing and
Electrocardiogram (ECG). ECG in ACS differentiated into two group consist of ST Elevation ACS and Non ST
Elevation ACS which may present as transient St-Segment Elevation, persistent or transient ST-segment
depression, T-wave inversion, flat T waves, Pseudonormalization of T waves, or the ECG may be normal. Case illustration Female, 52 yo taken by her children to Emergency Department (ED) of Hermina Medan General Hospital
with chief of complain dyspnoea triggered by activity with history of chest pain, cold sweat, nausea, vomiting,
and syncope. She had nebulized in Clinic Before. Past medical illness was diabetes mellitus uncontrolled. Patient’s
Respiratory Rate was 24 x/m with Abnormal blood tests showed leukocytosis 16.800/µL and high blood glucose
314 mg/dL. Chest X Ray was normal. ECG Showed Left Axis Deviation. In ED, patient was treated with Miniaspi
2 tabs, Clopidogrel 4 tabs, and Atorvastatin 40 mg then was consulted to Cardiologist and Internist and was treated
for 4 days. y
There are four factors independently associated with missed ACS in the ED and failure to hospitalize patients. They are Normal ECG, female sex less than 55 yo, nonwhite race, and chief complain of dyspnoea. Patients
with normal ECG will have 22% of a Non-ST Elevation ACS, 19,2% of Serious Cardiac Event Rate, and 5,7%
of in-hospital Mortality Rate. LEFT MAIN CORONARY ARTERY ANEURYSM PRESENTING AS ANTERIOR STEMI: A RARE
CLINICAL FINDING Keywords: left main coronary artery, aneurysm, STEMI Total osteal occlusion in LAD (marked with red pointer) in conjunction with LMCA aneurysm of 15 – 16 mm
diameter and 30% thrombus-type osteal stenosis of left circumflex found in coronary angiography. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Acute Coronary Syndromes with Normal Electrocardiogram Finding in Emergency Department : A Case
Report Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Acute Coronary Syndromes with Normal Electrocardiogram Finding in Emergency Department : A Case
Report Conclusion Clinician who work in ED should be aware that ACS can present without any objective data of
Myocardial ischemic injury. Initial diagnosis depends on patient’s clinical history and clinician’s judgement and
treatment should be given immediately. Keywords: ACS, Normal ECG Electrocardiogram of the patient Electrocardiogram of the patient Unprovoked Transformation of Saddle Back to Coved ST-segment Elevation ECG Pattern: A New
Paradigm to Recognize the Silent Killer M. Firdaus1, A. Rizal1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Brwaijaya, Dr. Saif
Anwar General Hospital, Malang, Indonesia Background g
Brugada syndrome (BrS) is a heritable arrhythmia syndrome which usually triggered VF and SCA in young adults
by many factors such as psychotropic medications, anesthetic agents, cocaine, excessive alcohol intake and fever. We present a case of young adults with unprovoked transformation of BrS. Case Illustration Case Illustration A 35-year-old man was admitted to ER due to an unexplained syncope. It happened 3 times within 1 hour which
preceded by lightheadedness, nausea and vomiting. Before the syncope, he did not feel any palpitation, chest pain
nor dyspnea. He had no history of fever, dehydration, alcohol consumption and any medication before. There was
no history of sudden cardiac death in his family members. Physical examination, laboratory and echocardiography
were within normal limit, but the ECG showed a coved ST-segment elevation with inverted T-wave at V1-V2
with ECG pattern. The ECG then transformed into a saddle back ST-segment elevation 2 weeks later which we
assume as the patient’s baseline ECG. The diagnosis of BrS was made. He underwent ICD implantation at Saiful
Anwar Hospital Malang as a secondary prevention. Conclusion p
Conclusion ECG changes from type 2 to type 1 Brugada pattern is often induced by trigger factors, but even without any
provocation, type 1 BrS could still happen. Thorough history taking and ECG investigation are always a
mandatory step. Keywords: Brugada, Syncope Keywords: Brugada, Syncope eywo ds
g
, Sy
p Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
A Rare Case of Total AV Block In The Young With Significant Coronary Disease: Complete
Revascularization or Pacing First? P.P. Sakti1, A. Rizal1
Department of Cardiology and Vascular Medicine, Saiful Anwar Hospital, Malang1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Rare Case of Total AV Block In The Young With Significant Coronary Disease: Complete
Revascularization or Pacing First? P.P. Sakti1, A. Rizal1
Department of Cardiology and Vascular Medicine, Saiful Anwar Hospital, Malang1 Case Illustration A 30 years-old man had chief complaints of syncope occurred for about 20 minutes after playing badminton. The
syncope was preceded by chest discomfort and light headedness, after regained consciousness spontaneously, he
was fully awake, but he still felt chest discomfort. He was a smoker since the age of 18 years old. His father got
ACS at 45 years old and performed CABG at 67 years old. From the physical examination, the findings were
normal except for bradycardia of 50 beats per minute. The ECG showed TAVB, atrial rate 100 bpm, ventricular
rate 50 bpm. The laboratory test showed elevated cardiac marker. He was then diagnosed with TAVB related to
ACS. PCI procedure was performed and revealed CAD 2 vessels disease with culprit lesion in RCA and also
significat stenosis in LAD, drug eluting stent was implanted at RCA. The ECG evaluation after procedure was
showed that TAVB was converted to 1st degree AV block. He was observed in the following days and the ECG
still didn’t turn to sinus rhytm. Background g
Total AV block (TAVB) is a highly perilous form of arrhythmia that can manifest in various symptoms such as
chest pain, presyncope, and dyspnea, although some patients may not display any symptoms at all. Comprehensive
examinations are necessary to exclude the possibility of secondary causes such as myocardial ischemia. This paper
will present a case of TAVB in a young patient in setting of acute coronary syndrome with significant lession. Case Illustration Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Single Ventricle with Two Atriums, It is Possible?: A Rare Case from Remote District Hospital at East
Nusa Tenggara Conclusion Acute coronary syndrome is one of the complete heart block causes. In a young patient with significant coronary
disease that cause TAVB should underwent extensive work-up to find the right decision wether it would be
complete revascularization or pacing device treatment to prevent any sequele and obtain the best outcome. Keywords: total AV block, acute coronary syndrome, revascularization, permanent pacemaker ECG at first medical contact showed total AV block ECG at first medical contact showed total AV block Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Single Ventricle with Two Atriums, It is Possible?: A Rare Case from Remote District Hospital at East
Nusa Tenggara Single Ventricle with Two Atriums, It is Possible?: A Rare Case from Remote District Hospital at East
Nusa Tenggara Eliza1, D.M. Putra2, I.G Sumantra3 Eliza1, D.M. Putra2, I.G Sumantra3 General Practitioner at Waikabubak Hospital, West Sumba, East Nusa Tenggara1 p
gg
General Practitioner at Reda Bolo Hospital, Southwest Sumba, East Nusa Tenggara2 Cardiology Department at Paramarta Heart and Vascular Hospital, Bandung, West Java3 Cardiology Department at Paramarta Heart and Vascular Hospital, Bandung, West Java3 Background: Hypoplastic right heart syndrome (HRHS) is a rare cyanotic congenital heart disease with under-
development of the right ventricle, tricuspid, and pulmonary valves leading to right-to-left shunting of the blood
through inter-atrial septal defect. Case Illustration: A 3-month-old male came to the emergency room with a complaint of dyspnea and cyanotic. Vital signs showed heart rate 148 beats per minute, respiratory rate 68 breaths per minute, oxygen saturation 40%
with face mask 10 liter per minute. His body weight is 2500 grams. Physical examination showed intercostal
retraction and fix splitting murmur. Chest X-ray showed cardiomegaly with CTR 77%, grounded apex, enlarged
atrial appendage, and splaying carina. Echocardiography showeda situs solitus, small VSD, moderate ASD
sekundum with Right to Left shunt, LV hypertrophy with normal LVEF, pulmonary atresia and stenosis and
tricuspid atresia and stenosis with RV hypoplastic. Patient was diagnosed with HRHS based on echocardiography
findings. Patient was given diuretics such as furosemide and spironolactone and motivated to be referred for
further investigation and management. The patient is temporarily survived because of this CHD condition (ASD
and small VSD) help the patient still has an oxygenated blood flow to the body although in the decreased blood
oxygen saturation. yg
Conclusion: HRHS is a rare cyanotic congenital heart disease that can be deadly if it is diagnosed and treated
late. The survival of the newborn depends on the size of the defect in atrial septal and level of development of the
right heart structures. In this setting, we can only give conservative therapy to reduce cardiac preload and refer to
the cardiovascular center for further diagnosis and management. g
g
Keywords: hypoplastic right heart syndrome, congenital heart disease, pediatric cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Cardiac tamponade is a life-threatening condition that need urgent pericardiocentesis. Here, the authors
report a case of pericardiocentesis with alternative pericardiocentesis kit which is CVC kit. Amiodarone and Oral Verapamil-Induced Hypotension in 34-year-old Woman with Supraventricular
Tachycardia and Wolff-Parkinson-White Syndrome
E. Rolandika1, V.Y.S. Putri1
RS Baptis Batu1 Amiodarone and Oral Verapamil-Induced Hypotension in 34-year-old Woman with Supraventricular
Tachycardia and Wolff-Parkinson-White Syndrome E. Rolandika1, V.Y.S. Putri1
RS Baptis Batu1 Background Supraventricular tachycardia is an arrhythmic condition originating from the sinus node, atrial
tissue, accessory pathways and junctional areas. In some cases, patients with WPW have no symptoms until
manifesting SVT. Case Illustration a 34-year-old woman came to the ER with palpitations. ECG examination showed a regular
and narrow QRS complex tachycardia with pulse was 190 beats/minute, and blood pressure was 100/90 mmHg. The patient was given 150 mg bolus of amiodarone for 15 minutes. The patient was transferred to the ICU and
was administered with amiodarone drip 1 mg/minute for 6 hours then 0.5 mg/minute for 18 hours, isoptin SR
(verapamil) 240 mg orally, bisoprolol 1x1.25 mg orally, atorvastatin 1x40 mg orally, aspilet 1x80 mg orally,
omeprazole injection 1x40 mg intravenously. While in the ICU, the blood pressure dropped to 81/55 mmHg. Amiodarone, verapamil and bisoprolol were stopped, the patient was then given NaCl 0.9% 100 cc in 10 minutes
and norepinephrine 0.05 mcg-1 mcg/kg/minute. The patient's blood pressure increased, the pulse rate became
88x/minute. On repeated ECG examination, a shortened PR interval (<0.12 seconds) and a delta wave pattern
were found. The patient was observed in the ICU for 2 days, then the patient was discharged without any
complications and was given 1x5 mg bisoprolol for home therapy. Conclusion Patients with hemodynamically unstable SVT are recommended to receive synchronized
cardioversion, but the patient refused. Amiodarone is a class III antiarrhythmic drug that can interact with β-
adrenergic receptors, potassium and sodium channels. Amiodarone can reduce atrial sinus automation and
decrease the conduction velocity of the atrioventricular node. In some cases, these effects can lead to bradycardia,
hypotension and Torsade de Pointes. Administration of verapamil can also provide negative inotropic effects and
peripheral vasodilation that can cause hypotension in patients. p
p
yp
p
Keywords: Supraventricular Tachycardia, Wolff-Parkinson-White, Amiodarone, Verapamil Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case illustration A male 46 yo admitted to ER with severe short of breath and chest pain that radiates to back. He was
treated with tuberculose and received anti tuberculosis drug by pulmonologist for 2 months. Physical examination
showed elevated of JVP, low blood pressure and muffled heart sound. ECG showed low voltage with electrical
alternans. From bedside echocardiography, massive pericardial effusion, RV diastolic collapsed and mitral inflow
variation > 25% were found. Case Report : Emergency pericardiocentesis with CVC kit at perifer hospital D.J. Simatupang1, Y.S. Situmorang2
Kesrem Hospital Lhokseumawe1
Arun Hospital Lhokseumawe2 Background The association between hyperglycemia (HG) and AHF remains controversial. Several reports have
suggested a negative impact of HG on AHF overall survival and mortality yet others have not shown similar
findings. Stress-induced Hyperglycemia in Acute Decompensated Heart Failure (AHF): Case Repor D.A.D.L. Sati1, B.A. Prabowo2, A.S. G. Nirwana1
Faculty of Medicine, Jenderal Soedirman University, Purwokerto Central Java, Indonesia1
Cardiologist, Prof. DR. Margono Soekarjo General Hospital, Purwokerto Central Java, Indonesia2 Case Illustration An 87-year-old woman presents to Emergency room complaining of progressive exertional dyspnea over
the last two days, she also complains orthopnea, cough, palpitation, leg swollen, and nausea. She has history of
uncontrolled chronic heart failure and hypertension but no history of diabetes mellitus. Examination in ER
revealed blood pressure 183/90 mmHg, heart rate 88, respiratory rate 26, temperature 36.6, SpO2 99% on 2 lpm
O2 nasal cannulae, cardiomegaly, bilateral rales in lungs, and pitting edema. ECG showed sinus rhythm with LVH
and 1st-degree AV block. Chest x-ray showed cardiomegaly and pulmonary edema with bilateral pleural effusion. Laboratory shows high random blood glucose (235 mg/dL) with renal insufficiency (ureum 47.2 mg/dL, creatinine
1.53 mg/dL, creatinine clearance 33 ml/min/1.73m2). Patient was diagnosed as acute decompensated heart failure
and hyperglycemia. Echocardiography showed concentric LVH with hypokinetic anteroseptal segment, LVEF
30%, TAPSE 18, AR moderate, and MR mild. Patient was treated with IV furosemide, and oral spironolactone,
valsartan, ISDN. After 48 hours, Patient condition was improved, and random blood glucose 108 mg/dL. This case is an instance of stress-induced hyperglycemia in AHF. This condition is due to sympathetic
nervous system activation and/or excessive production of stress hormones like cortisol. Natural physiological
responses to stress result in elevated glucose levels. Keywords: acute decompensated heart failure, stress-induced hyperglycemia Discussion This patient fulfilled criteria for cardiac tamponade and needed to do emergency pericardiocentesis. Pericardiocentesis was done with subxiphoid approach by CVC kit as the absence of pericardiocentesis kit in ER. Two liters of pericardial fluid were withdrawn. Conclusion We describe a case with emergency pericardiocentesis in cardiac tamponade. This case report focused
on the importance of clinical judgement and alternative treatment with the limitation of instrument without
catheterization laboratory at perifer hospital. Keywords: emergency pericardiocentesis, cardiac tamponade, CVC kit, perifer hospital Keywords: emergency pericardiocentesis, cardiac tamponade, CVC kit, perifer hospital Keywords: emergency pericardiocentesis, cardiac tamponade, CVC kit, perifer hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Persistent Thrombocytopenia in Long-Standing Congestive Hepatopathy Secondary to Severe Mitral
Stenosis: A Case Report Persistent Thrombocytopenia in Long-Standing Congestive Hepatopathy Secondary to Severe Mitral
Stenosis: A Case Report Persistent Thrombocytopenia in Long-Standing Congestive Hepatopathy Secondary to Severe Mitral
Stenosis: A Case Report
Z Ramadhanty1 T Rahadiyan2 Conclusion Hyperglycemia can occur in AHF patients. This condition does not imply diabetes mellitus; rather, the
stress response caused the hyperglycemia. Once the clinical state is stabilized, the blood glucose level may return
to normal. Keywords: acute decompensated heart failure, stress-induced hyperglycemia Persistent Thrombocytopenia in Long-Standing Congestive Hepatopathy Secondary to Severe Mitral
Stenosis: A Case Report
Z. Ramadhanty1, T. Rahadiyan2
General Practitioner, Cardiology Clinic, dr. Bratanata Military Hospital, Jambi1 Keywords: congestive hepatopathy, mitral stenosis, chronic heart failure, thrombocytopenia, pulmonary
hypertension Echocardiography revealed decreased RV function with dilatation of LA, RA, and RV; severe mitral stenosis
and severe tricuspid regurgitation; and severe pulmonary hypertension Echocardiography revealed decreased RV function with dilatation of LA, RA, and RV; severe mitral stenosis
and severe tricuspid regurgitation; and severe pulmonary hypertension Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Anti-Thrombotic Strategy in Chronic Limb Threatening Ischemia with Deep Vein Thrombosis After
Percutaneous Endovascular Intervention: A Case Report
T.I. Rahayu1, F. Herfandi2, E.F. Elfi3
General Practitioner, Andalas University, West Sumatera1
Cardiology Resident Mjamil General Hospital West Sumatera2 Anti-Thrombotic Strategy in Chronic Limb Threatening Ischemia with Deep Vein Thrombosis After
Percutaneous Endovascular Intervention: A Case Report
T.I. Rahayu1, F. Herfandi2, E.F. Elfi3 Anti-Thrombotic Strategy in Chronic Limb Threatening Ischemia with Deep Vein Thrombosis Aft
Percutaneous Endovascular Intervention: A Case Report T.I. Rahayu1, F. Herfandi2, E.F. Elfi3
General Practitioner, Andalas University, West Sumatera1
Cardiology Resident, Mjamil General Hospital, West Sumatera2
Cardiologist, M Djamil General Hospital, West Sumatera3 Background : Chronic limb-threatening ischemia (CLTI) represents the end stage of peripheral artery disease
where
antithrombotic
as
one
of
the
management
strategies. Deep
Vein
Thrombosis
(DVT) is an anticoagulant (OAC)-requiring condition and a compelling indication for antithrombotic therapy in
CLTI. Case Illustration : A 65 years old female was admitted with pain in the left foot since 3 weeks before admission. The pain was felt at rest and the tips of the big toe and middle finger of the left foot are blackish. The patient had
a history of DVT 3 months ago and treated with rivaroxaban. Localized status of the left foot showed necrosis on
the first and third phalange, pain, pallor, pulselessness, paresthesia, poikilothermy, and pretibial edema. There
were no arterial pulses in the left dorsalis pedis artery and left anterior tibialis artery. The ABI was 0.14. The
vascular doppler showed total occlusion as high as the left anterior tibial artery. We performed Percutaneous Old
Balloon Angioplasty (POBA) in the left Anterior Tibial Artery. Subsequently, we started clopidogrel and
continued rivaroxaban. The lab's result after POBA showed mild anemia with Hemoglobin 9 mg/dL Therefore,
we performed urinalysis and benzidine test with results were microscopic hematuria and negative benzidine test. Persistent Thrombocytopenia in Long-Standing Congestive Hepatopathy Secondary to Severe Mitral
Stenosis: A Case Report
Z. Ramadhanty1, T. Rahadiyan2
General Practitioner, Cardiology Clinic, dr. Bratanata Military Hospital, Jambi1 Z. Ramadhanty1, T. Rahadiyan2
General Practitioner, Cardiology Clinic, dr. Bratanata Military Hospital, Jambi1
Cardiologist, dr. Bratanata Military Hospital, Jambi, Indonesia2 Background: Congestive hepatopathy is a consequence of a long-term elevated hepatic venous pressures due to
chronic right-sided heart failure. This paper aims to present a patient with persistent thrombocytopenia as a rare
manifestation of congestive hepatopathy and splenomegaly due to severe mitral stenosis. g
p
p
y
p
g y
Case illustration: A 53-year-old man was admitted to the emergency room with a worsening dyspnea in the last
few days, orthopnea, and other signs of right heart failure such as jugular venous distention, hepatomegaly, and
pitting oedema. Jaundice was noted and ECG result showed atrial fibrillation. Persistent thrombocytopenia (55-
117x103/uL) in the past few months with normal result of hemoglobin and leucocyte level, slight increase in total
bilirubin (2.02mg/dL), SGOT (146u/L), and SGPT (74u/L) was revealed. Coagulation marker (PT and INR) was
within therapeutic range. All causes of thrombocytopenia such as viral hepatitis, drug-induced, and immunologic
destruction were excluded. Abdominal ultrasonography result showed hepatosplenomegaly and dilated hepatic
veins. Echocardiography revealed normal LV function (EF 68%) but decreased RV function (TAPSE 1,25cm);
dilatation of LA, RA, and RV; severe mitral stenosis (MV area 0,564cm2 and MV mean PG 10,5mmHg) and
severe tricuspid regurgitation (TR Max PG 88,8mmHg); D-shaped LV; and estimated PASP of 108,8mmHg. All
these findings conclude that this patient had congestive hepatopathy due to right heart failure and severe
pulmonary hypertension secondary to severe mitral stenosis. Prolonged congestive hepatopathy could lead to
portal hypertension and redistribution of blood flow and platelets to the splenic pool which further lead to reduced
thrombopoietin production and results in persistent thrombocytopenia. p
p
p
y p
Conclusion: Persistent thrombocytopenia can be seen in long-standing congestive hepatopathy. If left untreated,
the liver can progressively become fibrotic and cirrhotic, leading to liver failure. To prevent that, the underlying
cardiac condition should be treated. Persistent Thrombocytopenia in Long-Standing Congestive Hepatopathy Secondary to Severe Mitral
Stenosis: A Case Report
Z. Ramadhanty1, T. Rahadiyan2
General Practitioner, Cardiology Clinic, dr. Bratanata Military Hospital, Jambi1 As the bleeding occurred, we continued clopidogrel and postponed rivaroxaban as we started in the clinic with
consideration to reduce risk of bleeding in this patient. Conclusion : There are several treatment strategies for patients with CLTI. One of the strategies is to treat all
patients with CLTI with an antiplatelet and consider clopidogrel as single antiplatelet of choice. Current
recommendation in patients with peripheral vascular diseases requiring OAC, OAC should be continued only if a
compelling indication exists. After endovascular revascularization, OAC alone should be considered if the
bleeding risk are high. Keyword : Anti-Thrombotic, Chronic Limb Threatening Ischemia, Deep Vein Thrombosis
Keywords: Anti-Thrombotic, Chronic Limb Threatening Ischemia, Deep Vein Thrombosis Figure 1 Patient’s DSA: Pre-Intervention (A) and Post-Intervention(B) Figure 1 Patient’s DSA: Pre-Intervention (A) and Post-Intervention(B) SPECTRAL CT: STATIC MYOCARDIAL PERFUSION IMAGING IN CHRONIC CORONARY
SYNDROME C. Abdillah1, D. Wardana2, Elen1 Faculty of Medicine Universitas Indonesia / National Cardiovascular Center Harapan Kita1
Faculty of Medicine Universitas Diponegoro / Diponegoro National Hospital2 Faculty of Medicine Universitas Indonesia / National Cardiovascular Center Harapan Kita1
Faculty of Medicine Universitas Diponegoro / Diponegoro National Hospital2 Background : The non-invasive technique using multi slice computed tomography (MSCT), especially coronary
CT angiography (CCTA), is more preferable option in diagnostic test rather than invasive angiography. Dual
Energy CT (DECT) using spectral imaging has been introduced and potentially evaluating the changes in
myocardial blood flow as iodine map images. The aim of this study is to present a case of patients with suspected
of chronic coronary syndrome using Spectral DECT to identify ischemic lesion Case Illustration : A-64-year old female with dyspnea on effort presented with moderate likelihood of CAD. Coronary CT Angiography with Spectral CT was done in this patient. CCTA found multiple lesions on coronary
arteries. Moreover, Spectral CT revealed several segments was already hypoperfused although there was no wall
motion abnormality with good ejection fraction and normal myocardial density by conventional monoenergetic
CT evaluation. Late iodine enhancement (LIE) did not show any infarcted region. Conclusion : CT has ability to combine evaluation of anatomical detail of coronary anatomy and evaluation of
perfusion in single procedure. Spectral imaging CT gives higher diagnostic accuracy regarding ischemia condition
which is better than conventional CT. Keywords: Spectral CT, CT angiography, chronic coronary syndrome, myocardial perfusion
Spectral CT vs Conventional CT Keywords: Spectral CT, CT angiography, chronic coronary syndrome, myocardial perfusion Spectral CT vs Conventional CT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Inotropes and Vasopressor for Stabilization of Cardiogenic Shock with Extensive Anterior STEMI &
Ventricular Extra Systole Patient before Primary PCI; a Case Report
S.C. Nugroho1, K.P. Islami1, K. Ruth1
RS Dr. Suyoto General Hospital1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Inotropes and Vasopressor for Stabilization of Cardiogenic Shock with Extensive Anterior STEMI &
Ventricular Extra Systole Patient before Primary PCI; a Case Report
S.C. Nugroho1, K.P. Islami1, K. Ruth1
RS Dr. SPECTRAL CT: STATIC MYOCARDIAL PERFUSION IMAGING IN CHRONIC CORONARY
SYNDROME Suyoto General Hospital1 Inotropes and Vasopressor for Stabilization of Cardiogenic Shock with Extensive Anterior STEMI
Ventricular Extra Systole Patient before Primary PCI; a Case Report Inotropes and Vasopressor for Stabilization of Cardiogenic Shock with Extensive Anterior STEMI &
Ventricular Extra Systole Patient before Primary PCI; a Case Report
S C Nugroho1 K P Islami1 K Ruth1 S.C. Nugroho1, K.P. Islami1, K. Ruth1
RS Dr. Suyoto General Hospital1 S.C. Nugroho1, K.P. Islami1, K. Ruth1
RS Dr. Suyoto General Hospital1 Background g
Cardiogenic shock is mentioned to describe as inadequate systemic circulation caused by primary cardiac
dysfunction that leads to hypoperfusion and subsequent multi-organ failure. Delayed recognition and treatment of
Cardiogenic shock can increase mortality rate. g
y
The incidence of cardiogenic shock is the most frequent complication in ST- elevation AMI as compared to non-
ST-elevation AMI. Norepinephrine (NE) and Dobutamine are Vasopressor and Inotropes that frequently used in
clinical for Cardiogenic Shock cases. Case Illustration We hereby present a 55-year old man come to ER with typical angina chest pain 1 hour before arriving. This
patient has previous stable angina history but not so clear. There were no type II Diabetic history nor stroke. In
first ECG, we found Anterior Extensive STEMI and VES with Cardiogenic Shock status. We do initial oral DAPT,
high dose statin, fluid reperfusion and start using Dobutamine 3 µg/Kg/minute as initial Inotropes and NE 0,1
µg/Kg/minute as Vasopressor. We also prepare the patient to send to higher level of Hospital to get Primary PCI. Patient’s vital sign was monitored intensively in ER. After 30 minutes monitoring, the BP was not increasing. We
increase NE up to 0,5 µg/Kg/minute and Dobutamine 3 µg/Kg/minute. Targeted MAP and BP was not reached. We substitute the combination, then we increase Dobutamine gradually until 10 µg/Kg/minute and NE to 0,2
µg/Kg/minute, targeted MAP and BP was reached and the VES was not too effected. The patient was stable in
this setting. Peripartum Cardiomyopathy: A Case Management Series at Sanjiwani Hospital A.A.G.I. Putra1*, G.I. Susanti2, K.E. Bagiari1, A.A.G.R. Budayasa2
1Department of Internal Medicine, Cardiology and Vascular Medicine Division, Sanjiwani Hospital, Gianyar,
Bali, Indonesia
2Department of Obstetric and Gynecology, Sanjiwani Hospital, Gianyar, Bali, Indonesia A.A.G.I. Putra1*, G.I. Susanti2, K.E. Bagiari1, A.A.G.R. Budayasa2
1Department of Internal Medicine, Cardiology and Vascular Medicine Division, Sanjiwani Hospital, Gianyar,
Bali, Indonesia A.A.G.I. Putra1*, G.I. Susanti2, K.E. Bagiari1, A.A.G.R. Budayasa2
1Department of Internal Medicine, Cardiology and Vascular Medicine Division, Sanjiwani Hospi
Bali, Indonesia 2Department of Obstetric and Gynecology, Sanjiwani Hospital, Gianyar, Bali, Indonesia 2Department of Obstetric and Gynecology, Sanjiwani Hospital, Gianyar, Bali, Indonesia Background: In Peripartum Cardiomyopathy (PPCM), heart function will generally return to normal a few
months after delivery, but in some cases poor outcomes might occur, therefore early detection and management
are crucial. This case series study aims to get an overview of PPCM cases in a type-B referral hospital in Gianyar,
Bali. Case Illustration: This study presents 3 cases of PPCM that showed symptom onset in the antepartum period
(the third trimester of pregnancy). 2 out of 3 cases were nulliparous with maternal age <30 years, and went through
a Cesarean Section. All three cases underwent treatment in the Intensive Care Unit and showed improvement in
their condition. Until now, the heterogeneity of PPCM diagnostic criteria has become an obstacle to its treatment,
thus the reported incidence tends to be low. This is likely due to the diagnosis of PPCM which is an exclusion
diagnosis from other causes of heart failure. Echocardiography and NT-ProBNP examinations should be done,
which, although not specific, may lead to a diagnosis of PPCM when combined with a thorough patient history. The availability of supporting examination modalities in many regions in Indonesia are varied thus referrals are
sometimes needed, resulting in the delay of PPCM cases management. Conclusion: All pregnant women who experience dyspnea during the third trimester of pregnancy, along with a
family history of heart disease, need to undergo close examination and supervision because of the suspicion of
PPCM. Early detection and treatment are the main key to successful management of PPCM cases. Keywords: Early Detection; Echocardiography; Peripartum Cardiomyopathy
Keywords: Conclusion: All pregnant women who experience dyspnea during the third trimester of pregnancy, along with a
family history of heart disease, need to undergo close examination and supervision because of the suspicion of
PPCM. Early detection and treatment are the main key to successful management of PPCM cases. Conclusion In this patient with Cardiogenic Shock with VES and STEMI Anterior Extensive was safely to get 10
µg/Kg/minute of Dobutamine as Inotropes and 0,2 µg/Kg/minute of NE. The Ventricular Extra Systole rhythm
was not too effected and not going to lethal rhythm. Keywords: : Cardiogenic Shock Ventricular Extra Systole STEMI Dobutamine Norepinephrine g
g
y
Keywords: : Cardiogenic Shock, Ventricular Extra Systole, STEMI, Dobutamine, Norepinephrine Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Peripartum Cardiomyopathy: A Case Management Series at Sanjiwani Hospital Patient echo study Patient echo study Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
PERICARDIAL EFFUSION IN TB PERICARDITIS AS A SIGN OF WORSE PROGNOSIS : EARLY
DETECTION AND PROMPT TREATMENT IS PARAMOUNT. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
PERICARDIAL EFFUSION IN TB PERICARDITIS AS A SIGN OF WORSE PROGNOSIS : EARLY
DETECTION AND PROMPT TREATMENT IS PARAMOUNT. Cardiac memory-induced T-wave inversions after temporary ventricular pacing: a case report E.P.B. Mulia1, D.A. Rachmi1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga – Dr. S
General Hospital, Surabaya, Indonesia1 E.P.B. Mulia1, D.A. Rachmi1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga – Dr. Soetomo
General Hospital, Surabaya, Indonesia1 E.P.B. Mulia1, D.A. Rachmi1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga – Dr. Soetomo
General Hospital, Surabaya, Indonesia1 Background: Cardiac memory refers to the T-wave inversions (TWI) on the electrocardiogram (ECG) after a
period of abnormal ventricular activation or wide QRS. TWI as cardiac memory manifestations are often confused
with other pathological conditions that may manifest as TWI, such as myocardial ischemia or infarction,
myopericarditis, takotsubo cardiomyopathy, and cerebrovascular injury. Case illustration: We present a 62-year-old female with symptomatic bradycardia due to sinus pause. She
underwent temporary transvenous ventricular pacing immediately. A 12-lead ECG obtained after pacing insertion
showed right ventricular paced rhythm (QRS width 150 ms) at 75 bpm (figure 1A). In the following days, intrinsic
normal sinus rhythm was resumed at 69 bpm and narrow QRS (97 ms). Additionally, deep TWI were observed in
leads II, III, aVF, and V3 to V6 (figure 1B). Echocardiography showed no wall motion abnormality. Serial
troponin and electrolytes were within normal range. Coronary angiography performed before permanent
pacemaker (PPM) implantation showed no significant stenosis. Due to the distribution of TWI, normal
echocardiogram and laboratory results, non-significant coronary angiogram, recent right ventricular pacing, and
the direction of the T waves in sinus rhythm followed (remembered) the direction of the QRS complex during the
preceding episode of wide QRS or abnormal ventricular activation (ventricular pacing), hence TWI was concluded
as a manifestation of cardiac memory after ventricular pacing. Follow-up 12-lead ECG four weeks later showed
T-wave morphology returned to normal baseline. This further confirmed the final diagnosis of cardiac memory-
induced TWI. lusion: Recognizing cardiac memory phenomenon is essential for physicians to facilitate appropria
ation and management, which may help avoid unnecessary hospitalization and further cardiac diagnost Conclusion: Recognizing cardiac memory phenomenon is essential for physicians to facilitate appropriate
evaluation and management, which may help avoid unnecessary hospitalization and further cardiac diagnostic
test. Keywords: cardiac memory, T-wave inversion, wide QRS, ventricular pacing, bradycardia Transient ST Segment Elevation and Complete Atrioventricular Block as an Uncommon Presentation in
Acute Fulminant Myocarditis, How to Deal With it?: A Case Series B. Aji1, I. Prasetya2
Faculty of Medicine, University of Brawijaya, Malang, East Java, Indonesia1
Department of Cardiology and Vascular Medicine, Dr. Saiful Anwar General Hospital, Malang, East Java,
Indonesia2 B. Aji1, I. Prasetya2 B. Aji1, I. Prasetya2
Faculty of Medicine, University of Brawijaya, Malang, East Java, Indonesia1
Department of Cardiology and Vascular Medicine, Dr. Saiful Anwar General Hospital, Malang, East Java,
Indonesia2 B. Aji1, I. Prasetya2
Faculty of Medicine, University of Brawijaya, Malang, East Java, Indonesia1
Department of Cardiology and Vascular Medicine, Dr. Saiful Anwar General Hospital, Malang, East Java,
Indonesia2 PERICARDIAL EFFUSION IN TB PERICARDITIS AS A SIGN OF WORSE PROGNOSIS : EARLY
DETECTION AND PROMPT TREATMENT IS PARAMOUNT. L.M.S.I.W. Atmapraja1, D. Elysmasia1
Rumah Sakit Umum Daerah Praya1 Background: Pericarditis is inflammation of the pericardial lining which can be caused by an infection,
autoimmune disease, and idiopathy. Tuberculous pericarditis is a rare form of extrapulmonary tuberculosis and
can produce a slowly arising pericardial effusion. Tuberculous pericarditis consists of four stages. Beyond third
and fourth stages the clinical signs and symptoms of cardiac tamponade or congestion appear may progress to
constructive pericarditis. Case Illustration : A 26-year-old woman came to the emergency room at the Praya Regional Public Hospital
complaining of shortness of breath for the past 3 days. On physical examination the Heart: ictus cordis is not
visible and not palpable, the heart border seems widened, heart sounds away. On chest X-ray examination, a
"water bottle-shaped heart" was obtained which indicated a massive pericardial effusion. Electrocardiographic
examination revealed sinus tachycardia and low-voltage complexes and electrical alternation. On
echocardiographic examination found accumulation of pericardial effusion in the posterior area. The patient was
diagnosed with pericarditis with massive pleural effusion and cardiac tamponade. Pericardiocentesis was
performed, a rapid molecular TB test was carried out and the results were positive. The patient was diagnosed
with tuberculosis pericarditis. Conclusion: The diagnosis of tuberculous pericarditis is challenging. It requires strong clinical suspicion,
especially in endemic regions. The findings suggest that pericardial effusion in tuberculous pericarditis in the
early clinical stage of TB pericarditis is the most predictive factor of constrictive pericarditis, which indicates a
poorer prognosis. Early detection and prompt treatment are needed to reduce progressivity and recurrency as well
as to prevent mortality. p
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Keywords: Tuberculosis Pericarditis, Cardiac Temponade, early detection, prompt treatment Pericardial Effusion Pericardial Effusion Pericardial Effusion Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Transient ST Segment Elevation and Complete Atrioventricular Block as an Uncommon Presentation in
Acute Fulminant Myocarditis, How to Deal With it?: A Case Series Background g
Acute myocarditis is a difficult diagnosis to make since it lacks a pathognomonic clinical manifestation. Electrocardiogram (ECG) results in a variety of non-specific abnormalities in myocarditis patients. Nonetheless,
ECG is frequently employed as a preliminary myocarditis screening technique. Case illustration A-42-years-old and a-37-years-old male were referred to Emergency Department of Saiful Anwar
Hospital with the initial diagnosis of acute coronary syndrome (ACS) and shock condition. The ECG examination
for the first patient showed new onset right bundle branch block and complete atrioventricular block, while the
second patient showed transient ST segment elevation mimicking spontaneous reperfusion. Both patients had
elevated Troponin I 31.8 mcg/dL and 39.2 mcg/dL respectively. Urgent coronary angiography was performed as
an initial diagnostic tool to rule out coronary cause in both patients with the result of non-significant stenosis with
normal TIMI-3 flow. Transvenous temporary pacemaker and intra-aortic balloon pump were inserted as bridge to
recovery. y
An accurate working definition of fulminant myocarditis is a sudden and severe myocardial inflammation that
causes cardiogenic shock and myocyte necrosis. Fulminant myocarditis must be distinguished from other acute
circulatory compromises, the most prevalent of which is an acute coronary syndrome. Serial ECGs,
echocardiography, heart catheterization with endomyocardial biopsy, immunohistology, and molecular analysis
for the underlying infection and pathogenesis are all required as part of a rapid regular work-up in unstable
hemodynamic patients. According to current recommendations, acute heart failure treatment consisting
pharmacological and mechanical support is required in such situation. Conclusion ECG abnormalities in myocarditis patients can take many different forms, but none of them are
pathognomonic. Although it is typical for fulminant myocarditis to have non-vascular distribution of ECG
abnormalities, this shouldn't delay an angiographic examination of the coronary structure. Keywords: fulminant, acute myocarditis, transient STEMI, complete atrioventricular block Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 g
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Department of Cardiology, Dr. M. Haulussy General Hospital, Ambon, Indonesia1 L.A. Huningkor1, I. Haryana1 D.F. Soeharto1, M. Dewi2, R. Hermawan1
Majenang Regional General Hospital, Central Java, Indonesia1
Internal Medicine Department, Majenang Regional General Hospital, Central Java, Indonesia2 BACKGROUND: Total ischemic time is an important factor in ischemic heart disease. There are still many
patients who are slow to seek medical attention resulting disease's onset of >12 hours during first medical contact. Percutaneous Coronary Intervention (PCI) is the first choice in cases accompanied by persistent symptoms or
significant cardiovascular comorbidities. Even so, there are still areas in Indonesia that do not have access to
reperfusion therapy. Therefore, an alternative clinical approach is needed in these health facilities. CASE ILLUSTRATION: A 68-year-old male patient complained of left chest pain as if a heavy weight had
been placed on him. Complaints have been felt to come and go since 6 days prior and have been aggravating since
1 day before admission. There are also symptoms of shortness of breath since 1-week before admission and
swelling in both legs. Tachycardia (122x/minute), elevated JVP, rhonchi on both lungs, and pitting edema were
found in physical examination The ECG shows sinus tachycardia, LAD, LVH, ST-segment elevation in V2-V4
accompanied by Q waves in V2-V4 and T wave inversion in V5-V6. Troponin results were 395.2 ng/L and chest
X-ray showed pulmonary edema and cardiomegaly. The patient was diagnosed with anteroseptal STEMI Killip
II and dilated cardiomyopathy with right-left failure FC III. Primary PCI cannot be performed due to distance and
clinical considerations, so conservative treatment is chosen. Intravenous vasodilators, double antiplatelets,
anticoagulants, diuretics, and oral digoxin were given during treatment. The patient managed to experience
clinical improvement at the end of the treatment period and was allowed to go home without sequelae. p
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CONCLUSION: Limited facilities are not an obstacle to comprehensive patient management. A complete, rapid,
and accurate clinical assessment, as well as careful consideration of benefits and risks, greatly assists the clinical
outcome of patients in limited health facilities. used, Heart Failure, Indonesia
Patient’s ECG prior and after hospitalization ords: STEMI, Non-reperfused, Heart Failure, Indonesia
Patient’s ECG prior and after hospitalization Keywords: STEMI, Non-reperfused, Heart Failure, Indonesia Keywords: STEMI, Non-reperfused, Heart Failure, Indonesia STEMI WITH ONSET >12 HOURS COMPLICATED BY HEART FAILURE IN AREAS FAR FROM
ACCESS TO REPERFUSION THERAPY: A CASE REPORT D.F. Soeharto1, M. Dewi2, R. Hermawan1
Majenang Regional General Hospital, Central Java, Indonesia1
Internal Medicine Department, Majenang Regional General Hospital, Central Java, Indonesia2 Atypical de Winter electrocardiography pattern: what is the culprit? D.A. Rachmi1, E.P.B. Mulia2, R.A. Fagi1
RSUD Dr. Soetomo - Universitas Airlangga1
Dr. R. Soetrasno General Hospital, Rembang, Indonesia2 Dr. R. Soetrasno General Hospital, Rembang, Indonesia2 Background. The reported positive predictive value for "de Winter ECG pattern" in predicting acute left anterior
descending (LAD) artery occlusion is inconsistent. Case illustration. A 40-year-old man with chest pain for 7 hours came to the emergency room. Troponin I level
was elevated. An initial 12-lead ECG demonstrated abnormal Q waves and subtle STE in leads I, aVL, STD in
leads II, aVF, and upsloping STD up to 2.0-mm with tall, symmetrical T waves in leads V2 – V4 suggesting de
Winter ECG changes. Therefore, extensive anterior MI with acute occlusion of the LAD was suspected (figure
1). However, the presence of prominent R waves in leads V1-V2 should raise suspicion that it might mirror the
development of Q waves in posterior leads. With the addition of STE in the lead I and aVL, diagnosis of
posterolateral MI is the most likely cause of this atypical de Winter pattern. Coronary angiography revealed total
occlusion of the proximal LCx. The primary percutaneous coronary intervention was carried out in the LCx. Postprocedural 15-lead posterior ECG showed complete resolution of the ST segment to baseline in V2 – V4,
however, abnormal Q wave and STE were found in posterior leads V7-V9 and more apparent STE in V5-V6,
which further supports the diagnosis of posterolateral MI mimicking de Winter ECG pattern. Conclusion. Posterolateral MI may present by mimicking the atypical de Winter ECG pattern. Other ECG
findings, such as STE, Q wave, and R/S, and the location of the de Winter pattern in the different ECG leads
should be used together to predict the culprit artery and assess the anatomical extent of myocardial ischemia. Recording posterior leads are strongly recommended in patients with atypical de Winter ECG pattern or if the
ECG was still non-diagnostic of the anatomical location of MI. culprit artery, de Winter, posterolateral, ST-segment elevation myocardial infarction
Figure 1. Initial 12-lead-ECG. Keywords: culprit artery, de Winter, posterolateral, ST-segment elevation myocardial infarction Keywords: culprit artery, de Winter, posterolateral, ST-segment elevation myocardial infarction Figure 1. Initial 12-lead-ECG. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 21-year-old man was referred for cardiac murmur and suspected massive pericardial effusion. He was present
with shortness of breath and palpitation. The symptoms began seven days prior, including nausea, vomiting,
othopnea, and dyspnea on exertion. Physical examination found tachycardia, tachypnea, elevated jugular vein
pressure, bilateral rales, continous thrill, continous murmur along right sternal border, distended abdomen,
hepatomegaly, and lower extremity oedema. Blood test showed elevated liver enzymes; chest x-ray showed
cardiomegaly, pulmonary oedema, and bilateral pleural effusion. Transthoracic echocardiography (TTE) showed
a tunnel-like structure originated from non-coronary sinus, passing anteriorly to the right atrium; pulmonary
arterial hypertension; and another cardiac anomaly which is an atrial septal defect. He was treated medically to
relieve the heart failure (HF) and the clinical features improved. The patient was then recommended to be referred
for further evaluation and surgical treatment. : STEMI, Non-reperfused, Heart Failure, Indonesia
Patient’s ECG prior and after hospitalization
Aorta-Right Atrial Tunnel with Elevated Liver Enzymes: A Case Report
L.A. Huningkor1, I. Haryana1
Department of Cardiology, Dr. M. Haulussy General Hospital, Ambon, Indonesia1
nd Patient’s ECG prior and after hospitalization Patient’s ECG prior and after hospitalization Aorta-Right Atrial Tunnel with Elevated Liver Enzymes: A Case Report Background Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Aorta-right atrial tunnel (ARAT) is an abnormal tubular extracardiac communication between the ascending aorta
and the right atrium. It is a very rare genetic anomaly, and sporadic case reports of this disease make it vague and
ill understood. In this case, we present a 21-year-old man with symptoms of heart failure and diagnosed as having
the first case of ARAT ever reporetd in Ambon, Maluku. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Aorta-right atrial tunnel (ARAT) is an abnormal tubular extracardiac communication between the ascending aorta
and the right atrium. It is a very rare genetic anomaly, and sporadic case reports of this disease make it vague and
ill understood. In this case, we present a 21-year-old man with symptoms of heart failure and diagnosed as having
the first case of ARAT ever reporetd in Ambon, Maluku. Background g
Patent foramen ovale (PFO) is a common congenital cardiac lesion, occurring in 25-30% of the population. Although most patients with PFO are asymptomatic, they can be associated with a variety of clinical presentations,
both cerebrovascular and non-cerebrovascular related, and might significantly impair patients’ quality of life. This
case series aims to highlight key differences across diverse clinical manifestations and how these features play
important roles in deciding the management of patients with PFO. Case illustration Six cases of patent foramen ovale from our center were compared and outlined in Table 1. All patients experienced
cerebrovascular events in varying degrees, from a transient ischemic attack to stroke, and persisting headache was
also a recurring complaint. Holter monitoring and carotid ultrasound were done in an attempt to rule out the cause
of cerebrovascular events. Further risk stratification with RoPE scoring and PASCAL classification was done and
patients in the probable category were managed with percutaneous PFO closure. Despite case 2 being in the
possible PASCAL category, percutaneous closure was performed in consideration of her clinical presentations
and quality of life. In all cases, PFO closure seemed to alleviate the chronic headaches and no new cerebrovascular
events occurred in these patients. A Case Series of Patent Foramen Ovale: Variation in Clinical Presentations and Management J.A. Setiawan1, S. Ng2, I.M. Pardede2
Pelita Harapan University1
Siloam Hospital Lippo Village2 J.A. Setiawan1, S. Ng2, I.M. Pardede2
Pelita Harapan University1
Siloam Hospital Lippo Village2 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion ARAT is a very rare anomaly that can lead to right sided heart failure which can also result in abnormalities of
the liver. TTE is enough to establish clinical diagnosis of ARAT but further evaluation with computed
tomographic angiography of the heart, ascending aortography, or cardiac catheterization may be needed. Medical
management consists of measures to relieve HF, treat coexistent arrythmias and endocarditis. Treatment of HF
may also relieve symptoms of liver abnormalities. Immediate surgery or transcatheter closure after diagnosis is
recommended for symptomatic ARAT/
Keywords: Aorta, Right Atrial, Tunnel Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:s
pISSN: 2830-3105 / eISSN: 296
doi: 10.30701/ijc.1537
A Case Series of Patent Foramen Ovale: Variation in Clinical Presentations and Management
J.A. Setiawan1, S. Ng2, I.M. Pardede2
Pelita Harapan University1
Siloam Hospital Lippo Village2 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Successful Reperfusion of High Thrombus Burden in a Right Coronary Artery Presenting as ST-
Elevation Myocardial Infarction Inferior and Symptomatic Bradycardia: A Case Report Successful Reperfusion of High Thrombus Burden in a Right Coronary Artery Presenting as ST-
Elevation Myocardial Infarction Inferior and Symptomatic Bradycardia: A Case Report
A.A. Budiarto1, Ahadi2, R. Herdyanto3
Medical Intern, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.1
C di l
i t D
R S
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it l B j
I d
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2 Successful Reperfusion of High Thrombus Burden in a Right Coronary Artery Presenting as ST-
Elevation Myocardial Infarction Inferior and Symptomatic Bradycardia: A Case Report A.A. Budiarto1, Ahadi2, R. Herdyanto3
Medical Intern, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.1
Cardiologist, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.2
nterventional Cardiology, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.3 A.A. Budiarto1, Ahadi2, R. Herdyanto3
Medical Intern, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.1
Cardiologist, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.2
Interventional Cardiology, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.3 Background High thrombus burden (HTB) may lead to no-reflow, slow-reflow, and/or distal embolization. HTB in patients
with acute myocardial infarction (AMI) with complication bradycardia is a significant cause of morbidity and
mortality worldwide and its management is very challenging. y
Case Illustration A 60-year-old man with chest pain for one hour at rest with diaphoresis, dizziness, nausea, and abdominal
discomfort. He had more than 40 years of smoking history. The patient had no history of hypertension, hepatitis,
diabetes mellitus, cerebrovascular disease or other health problems. On examination, he was in pain (VAS 5/10)
with a blood pressure of 100/60 mmHg and a heart rate of 45 beats per minute, which was irregular. Killip
classification was class I. His electrocardiogram (ECG) showed ST-segment elevation in leads II, III, and aVF
with 2nd Degree AV block Mobitz type 2. Aspirin 300 mg, ticagrelor 180 mg, atorvastatin 40 mg and 1 mg sulfa
atropine were administered. He was immediately transferred o our hospital for primary percutaneous coronary
intervention (PPCI). Coronary angiography (CAG) was performed directly under temporary ventricular pacing. Coronary angiography revealed a right coronary artery (RCA) that was completely occluded in the proximal with
a high-burden thrombus (fig 1A). He was managed successfully with triple antiplatelets (aspirin, ticagrelor, and
intracoronary GIIb/IIIa inhibitors), anticoagulation, and adjunctive PCI (aspiration thrombectomy and three stents
were accurately implanted into the culprit's vessel). arrhythmia was observed during this process and the final
angiogram showed flow in the proximal RCA with TIMI flow 3 (fig 1B). Conclusion Conclusion PFO often presents as cerebrovascular events and chronic headaches, hence the presence of these manifestations
simultaneously may prompt physicians to include PFO as a differential diagnosis, especially when other causes
of cerebrovascular events have been ruled out. Risk calculations such as RoPE score and PASCAL classification
remain valuable and may aid in the decision on managing PFO patients, leading to either percutaneous closure or
conservative management with antithrombotics. g
Keywords: PFO, migraine, stroke, RoPE, PASCAL Table 1: Case details. Table 1: Case details. Indonesian Journal of
Cardiology Management of Acute Coronary Syndrome Presenting with Acute Heart Failure in Rural Area: A Case
Report g g
Conclusion This case report demonstrates successful treatment HTB use of aggressive antiplatelet, anticoagulation, PPCI and
temporary pacemakers in STEMI patients with bradycardia but maybe this treatment can't be effective in another
case because there is no ideal management strategy. Keywords: High thrombus burden, STEMI, temporary pacemakers, PCI Keywords: High thrombus burden, STEMI, temporary pacemakers, PCI Fig 1. The right coronary artery of a 60-year-old male patient at the (A) beginning and (B) end of the primary
percutaneous coronary intervention procedure. Fig 1. The right coronary artery of a 60-year-old male patient at the (A) beginning and (B) end of the primary
percutaneous coronary intervention procedure. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Management of Acute Coronary Syndrome Presenting with Acute Heart Failure in Rural Area: A Case
Report Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Management of Acute Coronary Syndrome Presenting with Acute Heart Failure in Rural Area: A Case
Report Y.D. Tanugerah1, D.N. Sary1
RSUD Muhammad Zein Belitung Timur1 Background: AHF is defined as the sudden emergence of new or worsening heart failure symptoms. ACS is one
of the most important causes of AHF. AHF in the setting of acute coronary syndromes is closely associated with
reduced survival rates, both during hospitalization and in the long term. Mortality and hospitalization rates are
also high in cases of AHF with ACS. The diagnosis of AHF and ACS is made by clinical presentations, ECG,
serial cardiac troponin, and emergency echocardiography. In addition, patients with ACS and AHF should
immediately undergo coronary angiography and PCI. y
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Case illustration: We reported a case of a 74-year-old man, without any previous medical history, presenting
with shortness of breath and chest pain 2 hours before admission. The physical examination showed high blood
pressure, desaturation, and cold extremities. Crackles and wheezing were heard in both lungs. The
electrocardiogram (ECG) showed elevation of ST segment in precordial leads. Chest X-Ray showed bilateral
pulmonary oedema of both lung fields. The patient was treated conservatively with only oral medications due to
limited facilities and resources in the rural area. Conclusion: ACS with AHF is a high-risk group with a mortality rate of 4.2%-5.5% and 1-year mortality rate is
20.6%-26.7%. AHF treatment should be given when required to stabilize the patient and concurrently with the
start of ACS therapy. This case report showed adequate conservative therapies based on guidelines had good
outcome in patients with ACS and HF. p
eywords: Acute Heart Failure, Acute Coronary Syndrome Keywords: Acute Heart Failure, Acute Coronary Syndrome ECG and X-Ray examination shown in Emergency Room ECG and X-Ray examination shown in Emergency Room Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Sildenafil Therapy in a 42-Year-Old Man with Pulmonary Hypertension and Acute Renal Failure: A
Case Report SURGICAL APPROACH FOR PATIENT WITH VENTRICULAR SEPTAL DEFECT,
MEMBRANOUS SEPTAL ANEURSYM AND LARGE TRICUSPID VALVE VEGETATION F.A. Azmi1, D. Hariyanto1, Kino1
Universitas Andalas1 Background: Ventricular septal defect (VSD) is the most common heart malformation and estimated about 25%
of CHDs. One of the long-term risks of VSD is infective endocarditis (IE). Aim of this report is to discuss surgical
approach for patient with VSD, membranous septal aneurysm, and large tricuspid valve. pp
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Case Illustration: A 12-year-old girl presented with repeated high fever. There was history of shortness of breath
after heavy physical activity. The patient was known for suffering from perimembranous VSD since 3 years old. There was history of repeated cough, cold, and reduced appetite. Body temperature was 38.3oC. Nutritional status
was under-weight. Auscultation was grade 3/6 pansystolic murmur on LLSB, which extended laterally, and
intensity didn’t increase with inspiration. Laboratory examination showed leukocytosis. ECG results sinus
rhythm, LAD and LVH. Chest X-ray showed CTR of 60% and plethora. Echocardiography showed VSD PM 3-
5 mm, left-right shunt and vegetation in septal tricuspid leaflet. Patient was given vancomycin 2x500 mg,
gentamicin 1x75 mg, paracetamol 4x300 mg, and captopril 2x6,25 mg. Blood culture was positive for
Streptococcus mitis and Streptococcus orafis. Patient was diagnosed with definite infective endocarditis met two
major criteria of Duke's modified. Open heart surgery, VSD surgical closure, and evacuation of vegetation were
conducted. We didn’t conduct catheterization of the right heart due to vegetation which may complicate as
pulmonary embolism if detached. p
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Conclusion: We have described a girl diagnosed with VSD PM L-R 3-5 mm shunt with IE. The shunt left-to-
right made it easy for the occurrence of IE due to existence of turbulent flow on VSD. IE is natural history of
VSD, thus emphasizing the urgency of early diagnosis and management when IE is detected. Keywords: Ventricular septal defect, Membranous Septal Aneurysm, endocarditis infective, vegetation Keywords: Ventricular septal defect, Membranous Septal Aneurysm, endocarditis infective, vegetation Keywords: Ventricular septal defect, Membranous Septal Aneurysm, endocarditis infective, vegetation
Transthoracic Echocardiography shows 3-5 mm VSD L-R shunt, MSA and vegetation of tricuspid septal leaflet. sthoracic Echocardiography shows 3-5 mm VSD L-R shunt, MSA and vegetation of tricuspid septal leafle Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Sildenafil Therapy in a 42-Year-Old Man with Pulmonary Hypertension and Acute Renal Failure: A
Case Report A Tale of Success: Pericardial Effusion in Pediatric Lupus and Rheumatic Fever I.P. Farissa1, H.H. Satoto1, Y. Herry1, F. Tandri1
Department of Cardiology and Vascular Medicine, Medical Faculty Diponegoro University1 I.P. Farissa1, H.H. Satoto1, Y. Herry1, F. Tandri1
Department of Cardiology and Vascular Medicine, Medical Faculty Diponegoro University1 I.P. Farissa1, H.H. Satoto1, Y. Herry1, F. Tandri1
Department of Cardiology and Vascular Medicine, Medical Faculty Diponegoro University1 Sildenafil Therapy in a 42-Year-Old Man with Pulmonary Hypertension and Acute Renal Failure: A
Case Report M.Destiani1, N. Anggita2
1General Practitioner, Kramat Jati Hospital, East Jakarta
2General Practitioner, Hermina Bitung Hospital, Tanngerang Background: Pulmonary hypertension (PH) is one of the world's health issues, its prevalence is estimated at 1%
of the world's population and increases to 10% at the age of >65 years. PH is defined as an increase in MAP >20
mmHg. PH is a rare disease, but has high morbidity and mortality rate. g
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Case Illustration: A 42-year-old man came to emergency room with swollen legs since 2 weeks ago and shortness
of breath, he was often sleeping with high pillows. His stomach was getting bigger, accompanied by nausea,
vomiting, reduced urine volume. The patient has history of pulmonary tuberculosis treatment. There was increase
in respiratory rate (28x/min), oxygen saturation of 74% on room air. Physical examination revealed ronchi in both
lung fields, ascites, pitting oedema of inferior extremities. ECG showed RAD axis. Laboratory showed mild
thrombocytopenia (141,000), elevated urea (105), blood creatinine (2.4). Chest x-ray resulted cardiomegaly, LAE,
RVH. The patient was diagnosed with CHF caused by RHD. The therapies were furosemide 3x40 mg, HCT 1x25
mg, bisoprolol 1x2.5 mg, folic acid 3x1, bicarbonate 3x1, and CaCO3 3x1. On the third day of treatment, the
patient experienced worsening shortness of breath, hypotension (70 mmHg/palpation). The patient was transferred
to HCU with dobutamine 5mcg/kg/minute. At the maximum dose of dobutamine, the patient was still hypotensive,
received norepinephrine 0.2 mcg/kg/minute. Echocardiography resulted LVEF 70%, grade I diastolic dysfunction,
TR Severe High Probability for PH. The patient received sildenafil therapy 3x10 mg, on the third day, the dose
was increased to 3x20 mg. The patient experienced clinical improvement after five days of using sildenafil. Conclusion: Sildenafil is a class of PDE-5i and is one of therapies for patients with PH. PDE-5i degrades cGMP
and causes vasodilation in pulmonary blood vessels where the enzyme is widely excreted. Keywords: Keywords: Pulmonary Hypertension, Sildenafil Keywords: Keywords: Pulmonary Hypertension, Sildenafil Background g
Acute rheumatic fever (ARF) is caused by autoimmune response to a group A streptococcal infection. ARF largely
affects children between the ages of 5–14 years with risk factors including age, sex, environment, and host
susceptibility. Pediatric systemic lupus erythematosus (SLE) is a rare entity, affecting children under 16 years of
age. Diagnosis is not always easy. Pericarditis is the most frequent cardiac
manifestation of SLE, occurring in 10% to 40% of cases. A-16 years old boy referred with breathlessness 2 weeks prior to admission, not relieved with resting and position
changes, accompanied with fever, coughs, odynophagia, and migrating joint pains. He was severely ill, with
pressure 113/82 mmHg pulse 113 bpm respiratory rate 30x/min, temperature was 37 ˚C, pansystolic murmur grade
IV/6 in apical area, diastolic murmur grade II/4 in Erbs area, gallop. The Laboratory result was leucocytosis,
anaemia, elevated ESR, positive ASTO test, positive ANA and ds DNA test. Oropharyngeal swab revealed
positive grams diplococcus and blood culture was positive for Klebsiella oxytoca. The echocardiography revealed
severe aortic and mitral regurgitation with massive pericardial effusion without tamponade signs. We managed
with high dose of steroids, antibiotics, colchicine, and NSAIDs. The evolution was favorable and
echocardiography evaluate no longer pericardial effusion. Conclusion Global Longitudinal Strain as predictor of Myocardial Damage in Severe Mitral Regurgitation with
Normal Ejection Fraction M.R. Priatama1, A.S. Kuncoro2
Universitas Indonesia1
National Cardiovascular Center Harapan Kita2 Background Myocardial strain imaging using GLS is a novel approach for assessing left ventricular function. From the
previous
study,
GLSalready deteriorated even when EF is still preserved, indicating that GLS may be superior in detecting myocardial damage. It can be suggested that GLS may also have a role in
assessment of mitral regurgitation (MR), especially in severe MR with preserved EF where early
detection of myocardial damage is needed for making clinical decisions. Case Illustration: A male, 57 years old came to NCCHK, with fatigue and DOE. Patient sleep with 2 pillows stacked and he often
wakes up at night due to shortness of breath and cough. There are no chest pain or rapid heart rate. The patient
complained a presenting symptoms six months prior to the admission. These symptoms were amplified during
mild activity. The echocardiography shows eccentric left ventricular hypertrophy, left ventricular systolic function
was
normal,
dilated
left
atrium,
flail
of
PML
with
posteromedial
commissure lesion and severe mitral regurgitation splay. GLS score was - 16,3 %. echocardiogr
Conclusion The diagnosis of ARF cannot be made using a single test, requiring recognition of a complex of clinical signs
divided into major and minor manifestations as well as laboratory investigations aided by application of the Jones
criteria. Pediatric-onset SLE diagnosis and management with heavy treatment in a growing being poses some
specific problems. Pericardial effusion may happen in pediatric with SLE and ARF requiring prompt management. The use of corticosteroid therapy and treatment with proper adequate antibiotics is crucial in managing pericardial
effusion and ARF. Keywords: Massive pericardial effusion, Pediatric-onset SLE, Acute Rheumatic Fever
Echo initial Keywords: Massive pericardial effusion, Pediatric-onset SLE, Acute Rheumatic Fever Keywords: Massive pericardial effusion, Pediatric-onset SLE, Acute Rheumatic Fever Echo initial Echo initial Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:su
pISSN: 2830-3105 / eISSN: 2964
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: Conclusion:
Contrast extravasation with contrast staining can help to differentiate between coronary perforation to pericardial
and into the cardiac chamber. Handmade ‘tegaderm’ covered stent may be considered if there is no other option. Contrast extravasation with contrast staining can help to differentiate between coronary perforation to pericardial
and into the cardiac chamber. Handmade ‘tegaderm’ covered stent may be considered if there is no other option. Case illustration: A-59 years old man was admitted to emergency department (ED) with chest pain. After careful anamnesis and
physical examination, patient was diagnosed with acute ST segment elevation anterior myocardial infarction and
sent to the catheterization laboratory. Right radial access was used and coronary angiography at Left Anterior
Descending (LAD) artery shows total occlusion. After first Drug Eluting Stent (DES) placed, there is massive
contrast extravasation in LAD artery (Ellis type III). Balloon was inflated to compress the perforation, while a
second puncture was added through right femoral artery to treat the Right Coronary Artery (RCA) lesion. After
delivered one DES stent in RCA, balloon was deflated and there is still massive contrast extravasation. Echocardiography was used to evaluate cardiac tamponade and there is minimal (<10mm) pericardial effusion. Attempt to stop perforation was made with two stacks of DES in Left Main (LM) artery, but failed. Handmade
‘tegaderm’ covered stent was deployed in LM-LAD artery, but contrast extravasation is still present. Echocardiography was used once again and found that stent was protruding into left ventricle base. Procedure was
stopped due to maximum contrast was reached. Patient was given additional anticoagulant drug. Consulting with
thoracic surgeon was made to retrieve stent surgically, but patient declined. Confirmation with computerized
tomography (CT) scan found there is stent from LAD branch to left ventricle with probability of fistula. Background: Background:
Coronary artery perforation is one of the most dreadful complications and still convey high mortality risk. Presence of contrast extravasation through frank perforation demand fast and precise decision to prevent further
worse outcome. Protruding Stent into Left Ventricle : When Handmade Covered Stent wasn’t Enough V.B.F.P. Untu1, J.A. Pangemanan1, G.E.H. Reppi1, H.J. Sunarto1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi University, Prof. Dr. R.D.Kandou General Hospital, Manado, Indonesia1 V.B.F.P. Untu1, J.A. Pangemanan1, G.E.H. Reppi1, H.J. Sunarto1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi University, Prof. Dr. R.D.Kandou General Hospital, Manado, Indonesia1 V.B.F.P. Untu1, J.A. Pangemanan1, G.E.H. Reppi1, H.J. Sunarto1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi University, Prof. Dr. R.D.Kandou General Hospital, Manado, Indonesia1 Conclusion: GLS is more superior than EF in prediction of myocardial damage in patients with severe MR. Measurements
using EF, LVESD and LVEDD are more load dependent, which GLS are less dependent. GLS also have potential
role in clinical decision making for timing of intervention in severe MR with preserved LVEF. Keywords: Keywords: Speckle Tracking Echocardiography, Global Longitudinal Strain, Mitral Regurgitation
Figure 1. GLS Score -16.3 ds: Keywords: Speckle Tracking Echocardiography, Global Longitudinal Strain, Mitral Regurgitation Keywords: Keywords: Speckle Tracking Echocardiography, Global Longitudinal Strain, Mitr Figure 1. GLS Score -16.3 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Protruding Stent into Left Ventricle : When Handmade Covered Stent wasn’t Enough
V.B.F.P. Untu1, J.A. Pangemanan1, G.E.H. Reppi1, H.J. Sunarto1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi University, Prof. Dr. R.D.Kandou General Hospital, Manado, Indonesia1 Keyword: Coronary Perforation, Protruding Stent, Handmade Covered Stent Keywords: Coronary Perforation, Protruding Stent, Handmade Covered Stent Keywords: Coronary Perforation, Protruding Stent, Handmade Covered Stent Case Illustration A 56 years old woman came to ER with typical chest pain 1.5 hours prior to admission. She has medical history
of myasthenia gravis, dyslipidemia, but didn’t take medication routinely. Vital sign and physical examination was
normal. The ECG showed ST elevation in anterior extensive lead. Laboratory test revealed elevated troponin. Chest x-ray showed cardiomegaly LA and LV. Echocardiography showed LVEF 40.7% with hypokinetic anterior,
anterolateral segment at basal-mid level, apicoanterior. Patient was given loading dose of acetylsalicylic acid,
clopidogrel, and statin. The patient underwent fibrinolytic with 1.5 million IU dose of streptokinase, since primary
PCI couldn’t be performed. Chest pain was relieved and ECG showed ST elevation resolution indicating
successful fibrinolytic. She developed myasthenic crisis that led to respiratory distress at 12-hours admission in
ICCU, was managed with ventilator, neostigmine intravenous, corticosteroids and plasmapheresis. Patient
condition was improved, extubated, and discharged 1 week later. Background g
Myasthenia gravis is an autoimmune disorder affecting neuromuscular transmission leading to muscle weakness. Myasthenic crisis is life-threatening complication, resulting in respiratory failure that requires intubation and
mechanical ventilation. Cardiovascular event in patients with myasthenia gravis are rare, but clinicians should
bear in mind the potential adverse interaction between myasthenia gravis and cardiovascular disease or its
medications. We present a case of acute STEMI patient concomitant with myasthenia gravis which developed
into myasthenic crisis. Surviving the Storm: A Case Report of Myasthenic Crisis in Acute STEMI Patient D. Nugraha1, I.P. Farissa1, S. Sungkar1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Diponegoro University- Dr. Kariadi
Central General Hospital, Semarang, Indonesia1 D. Nugraha1, I.P. Farissa1, S. Sungkar1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Diponegoro University- Dr. Kariadi
Central General Hospital, Semarang, Indonesia1 D. Nugraha1, I.P. Farissa1, S. Sungkar1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Diponegoro University- Dr. Kariadi
Central General Hospital, Semarang, Indonesia1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Protruding Stent into Left Ventricle Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Protruding Stent into Left Ventricle Protruding Stent into Left Ventricle Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Protruding Stent into Left Ventricle Protruding Stent into Left Ventricle Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Complete RBBB without the Presence of Cardiovascular Disease: Not Inconsequential as Previously
Thought? S. P. Yogita1, S. A. N. Y. Sutarmini2, I G. A. B. K. Jayantika2 S. P. Yogita1, S. A. N. Y. Sutarmini2, I G. A. B. K. Jayantika2 S. P. Yogita , S. A. N. Y. Sutarmini , I G. A. B. K. Jayantika
Intern of Cardiology and Vascular Medicine, Bali Mandara Regional Public Hospital, Indonesia1
Departement of Cardiology and Vascular Medicine, Bali Mandara Regional Public Hospital, Indonesia2 Intern of Cardiology and Vascular Medicine, Bali Mandara Regional Public Hospital, Indonesia1
D
f C di l
d V
l
M di i
B li M
d
R
i
l P bli H
i l I d
i 2 Intern of Cardiology and Vascular Medicine, Bali Mandara Regional Public Hospital, Indonesia1
Departement of Cardiology and Vascular Medicine, Bali Mandara Regional Public Hospital, Indonesia Background: With a prevalence ranging from 0.2% to 2.3%, right bundle branch block (RBBB) is one of the
most common electrocardiography (ECG) findings in clinical practice. It is still unknown whether RBBB
increases the risk of coronary artery disease (CAD). Bundle branch block is frequently associated with myocardial
infarctions, myocarditis, and cardiomyopathy (BBB). Unfortunately, isolated RBBB without structural heart
disease remains a possibility. This case study adds to the growing body of evidence that isolated RBBB is not a
trivial finding. Case Illustration: A 17-year-old male came for a medical check-up since he will be going to police academy. At
the policlinic, the patient was fully conscious with a blood pressure of 120/80 and pulse rate of 58 bpm. He had
no symptoms of chest pain or shortness of breath. The patient lives a healthy lifestyle, which includes activities
like jogging and running around the park every day. He smokes but only a few cigarettes a month, sometimes
even less. There were no other risk factors for coronary artery disease. The patient then proceeded with an ECG,
which showed a complete right bundle branch block with normal sinus rhythm, no signs of ischemic and no signs
of infarct. Echocardiogram (transthoracic) showed no regional wall motion abnormality with normal left ventricle
(LV) ejection fraction. We suggested to proceed with a CT-Angiography but the patient refused, hence the patient
went home without any medical treatment. Conclusion Myasthenic crisis is a life-threatening complication of myasthenia gravis. Precipitating factors should be quickly
identified and promptly mitigated. It is possible that myocardial infarction or cardiovascular medication could
trigger myasthenic crisis in some individuals. However, it is important to note that the relationship between them
has not fully understood, and further research is needed to confirm this potential link. Keywords: Acute STEMI, myasthenia gravis, myasthenic crisis Precipitants of myasthenic crisis Precipitants of myasthenic crisis Background g
Heart failure caused by low cardiac output state in aortic stenosis (AS) dan mitral stenosis (MS) has poor
prognosis with high risk for surgery. The use of loop diuretic to relieve the congestion may induce hyponatremia,
worsening cardiac output reduction, hypovolemia, and critical hypotension in this condition. Tolvaptan acts as
vasopressin receptor antagonist, helps to maintain hemodynamics and seems to be appropriate in this condition. Therefore, we present the case of tolvaptan's effects and safety in patients with heart failure caused by severe AS
and MS. Case Illustration A 35-year-old man scheduled for Double valve replacement surgery complained of exertional dyspnea,
altered mental state, ascites, and leg swelling. He has ejection systolic murmur at second right intercostal spaces
close to the sternum and mid-diastolic murmur at the apex. Laboratory test showed hyponatremia. Chest X-ray
showed cardiomegaly, congestive pulmonum, and pleural effusion. Echocardiography revealed severe AS and
MS with preserved LV function (EF 55%). At initial treatment, maintenance dose of furosemide was given but
the congestion persisted. After hemodynamic stabilization, Tolvaptan 7,5 mg was added to optimal medical therapy. Dyspnea,
ascites and leg swelling were improved. It didn’t cause hypotension significantly (BP 89/68 to 85/69). Urine
output increased significantly (750 to 2500cc/day). There was improvement of hyponatremia (127 to 137 mmol/L)
after 5 days administration, no worsening of kidney function (creatinine serum 1,13 mg/dL to 1,2 mg/dL). Echocardiography also showed no hypovolemia (IVC 25/19) and no worsening of aortic (VTI 0.4cm2 to 0.4cm2)
and mitral valve flow (VTI 0.8cm2- VTI 0.7cm2) Patient maintained stable heart failure and improvement of
quality of life until 1-week follow-up. Tolvaptan Use In Low Cardiac Output State Caused By Combination of Aortic And Mitral Stenosis :
Hemodynamic Management For Bridging To Surgery
F Tandri1, I.P. Farissa1, R. Hidayatulah1, M. F. Ahnaf1
Dr. Kariadi Hospital1 Tolvaptan Use In Low Cardiac Output State Caused By Combination of Aortic And Mitral Stenosis :
Hemodynamic Management For Bridging To Surgery
F Tandri1, I.P. Farissa1, R. Hidayatulah1, M. F. Ahnaf1
Dr. Kariadi Hospital1 F Tandri1, I.P. Farissa1, R. Hidayatulah1, M. F. Ahnaf1
Dr. Kariadi Hospital1 Complete RBBB without the Presence of Cardiovascular Disease: Not Inconsequential as Previously
Thought? Conclusion: Right bundle-branch block has been linked to an increased overall risk of mortality and
cardiovascular-related mortality in patients without known cardiovascular disease, as well as a higher frequency
of hypertension and more exercise-related limitations, such as decreased aerobic capacity, slower heart rate
recovery, and more dyspnoea on exercise testing. However, performing a comprehensive assessment to monitor
patients with asymptomatic RBBB imposes a massive healthcare burden. p
y p
p
Keywords: right bundle branch block (RBBB), isolated RBBB, complete RBBB Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Tolvaptan Use In Low Cardiac Output State Caused By Combination of Aortic And Mitral Stenosis :
Hemodynamic Management For Bridging To Surgery
F Tandri1, I.P. Farissa1, R. Hidayatulah1, M. F. Ahnaf1
Dr. Kariadi Hospital1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 STEMI WITH DIABETIC KETOACIDOSIS, HOW TO MANAGE? F. Yuliani1, Y.R. Ilhami1, W. Erlanda1
RSUP Dr M DJAMIL PADANG1 F. Yuliani1, Y.R. Ilhami1, W. Erlanda1
RSUP Dr M DJAMIL PADANG1 F. Yuliani1, Y.R. Ilhami1, W. Erlanda1
RSUP Dr M DJAMIL PADANG1 Background: Diabetic ketoacidosis (DKA) is an acute life-threatening complication of diabetes mellitus that be
signed by trias hyperglycaemia, acidosis, and ketosis. DKA can also be seen concomitantly with a STEMI. Fluid
resuscitation to treat DKA could be dilemmatic problem in STEMI patient. Case illustration: A 49 years old woman referred to hospital with sudden chest pain since 7,5 hours before
admission. Her physical examination showed she was fully alert, with blood pressure 123/78 mmHg, heart rate
60 beats/min, and minimal rales in both lung fields. Blood gas analyse showed metabolic acidosis, pH 7.32, PCO2
28 mmHg PO2 169 mmHg HCO3- 15 mmol/L BE - 11.2 mmol/L, SO2 99%. Random blood glucose was 526
mg/dL, osmolarity was 316 and fluid deficit 3 litters. Her electrocardiogram showed total AV blocked with ST
elevation 1-4 mm at II, III, AVF, V3R-V4R.The patient underwent Temporary Pacemaker and Primary
Percutaneous Coronary Intervention in Right Coronary Artery while giving critical ill insulin and fluid therapy
with saline 1,5 L. Patient then admitted to CVCU. In CVCU, the patient looked somnolent and Kussmaul
breathing with urine ketone (++). We assessed as diabetic ketoacidosis and administrated fluid resuscitation
around 3,75 L. Echocardiography revealed EF 43%, TAPSE 1,1, SV 39 ml, CO 4L/i, SVR 1640 dyne.sec/cm5,
normal IVC, collapsibility index 22% and central venous catheter (CVC) pressure 12 mmHg. We did strict
echocardiography and CVC monitoring. Patient symptom and hemodynamic were improved and discharged at
day 10. y
Conclusions: When STEMI patient concomitant with DKA, fluid therapy may need to be modified. Volume
status and cardiac performance monitoring using central venous catheter and echocardiography should be
controlled intensively. Keywords: Diabetic Ketoacidosis, STEMI, Fluid Therapy Keywords: Diabetic Ketoacidosis, STEMI, Fluid Therapy Keywords: Diabetic Ketoacidosis, STEMI, Fluid Therapy c Ketoacidosis, STEMI, Fluid Therapy Conclusion Tolvaptan use in low cardiac output state caused by combination of AS and MS with heart failure is
safe before double valve replacement surgery. eywords: Tolvaptan, Heart Failure, Aortic Stenosis, Mitral Stenosis, Double Valve Replacement Surgery Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 57-year-old male with history of hypertension and smoking, was presented to emergency departement with
chief complain of intermittent central chest pain, dyspnea, fatigue for two days. To give a brief background, he
had a history of a posteriorlateral STEMI 6 weeks earlier without revascularisation therapy. On physical
examination, blood pressure was 96/64 mmHg, heart rate 106 bpm, respiratory rate 23 breaths/minute, systolic
murmur in apex, no rales. Electrocardiogram was showing sinus rhythm, with ST segment depression in lead V2-
V4 and T wave inverted in lead V4-V6, I and aVL. Laboratory study revealed increased WBC: 18750/mL,
increased creatinine level: 1,42 mg/dL, CKMB: 15 U/L. Chest X-ray revealed an oval bulge on the left border of
the heart and more prominent left cardiac silhouette compared to previous his chest X-ray, cephalisation. He
underwent a TTE which accidentally showed LV wall ruptured at basal until mid inferolateral and formed
pseudoaneurysm with narrow neck (3 cm), turbulent bidirectional flow showed by colour Doppler, no thrombus,
LV dilatation, moderate MR, EF 35%, mild pericardial effusion. He was diagnosed with LV free wall ruptured
with pseudoaneurysm and history of late onset posterolateral STEMI. He was given intravenous diuretic, ACE
inhibitor, nitrate and beta-blocker. Then, the patient was referred to Harapan Kita National Heart Center for further
therapy. He underwent a successfull surgical repair. Background Free wall rupture of the left ventricle (LV) is a mechanical complication following myocardial infarction leading
to fatal condition. In rare case, free wall rupture can be forming a pseudoaneurysm. The diagnosis and treatment
are challenging. Left Ventricular Free Wall Rupture with Pseudoaneurysm following Inferoposterior Myocardial
Infarction: A Case Report F.A. Habibi1, S. Safitri2, R.M. Candrasatria3
Puskesmas Gunung Sari Pesawaran Lampung1
RSUD Menggala2
RSUD Dr.H.Abul Moeloek Provinsi Lampung3 F.A. Habibi1, S. Safitri2, R.M. Candrasatria3
Puskesmas Gunung Sari Pesawaran Lampung1
RSUD Menggala2
RSUD Dr.H.Abul Moeloek Provinsi Lampung3 Keywords: Diabetic Ketoacidosis, STEMI, Fluid Therapy Keywords: Diabetic Ketoacidosis, STEMI, Fluid Therapy Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Conclusion Our patient presented with previous MI and non-specific symtomps but with clinical suspicion finally was leading
to find a rare mechanical complication of MI through non-invasive imaging. So the patient could get early
appropriate management. pp
p
g
Keywords: Pseudoaneurysm, cardiac rupture, myocardial infarction, case report Figure 1. Transthoracic echocardiography Figure 1. Transthoracic echocardiography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 M. Irfan1, M.R. Enoch1, A. Hardin1
Department of Cardiology Abdul Aziz Hospital, Singkawang, West Borneo, Indonesia.1 M. Irfan1, M.R. Enoch1, A. Hardin1
Department of Cardiology Abdul Aziz Hospital, Singkawang, West Borneo, Indonesia.1 M. Irfan1, M.R. Enoch1, A. Hardin1 Indonesian Journal of
Cardiology cessful Suppression of Electrical Storm Using A Combination of Medications in The Setting of Acute
Coronary Syndrome : A Case Report A. Siagian1, P.S. Prameswari1, S. Laksono1 A. Siagian1, P.S. Prameswari1, S. Laksono1 A. Siagian1, P.S. Prameswari1, S. Laksono1
Department of Cardiology and Vascular Medicine, RS Jantung Diagram Cinere, Depok, Indonesia1 Background Electrical storm is a rare but life threatening condition with high mortality, occuring as complication
in 6% of acute coronary syndrome cases. It is defined as a clustering of three or more separated ventricular
arrhythmia in 24 hours. The focus of treatment in electrical storm is to stabilize the patient, identifying the
etiology, and prevent recurrence. gy
p
Case Illustration A 49 year-old male was taken to our emergency department complaining of chest pain and
shortness of breath since one day. He was previously hospitalized with non-ST elevation myocardial infarction
and acute heart failure 10 days before admission. On presentation unstable ventricular tachycardia (VT) was noted. Immediate electrical cardioversion achieved conversion into normal sinus rhythm, but episode of sustained VT
returned and the patient was diagnosed with electrical storm. Signs of acute heart failure were found : tachypnea,
bilateral rales, distended jugular vein, and pulmonary edema seen on chest x-ray. The patient was diagnoses with
NSTEMI according to elevated troponin T. A few hours after admission, cardiac arrest occurred and the patient
was placed on mechanical ventilation. Due to acute kidney injury and lack of hemodialysis facility in our hospital,
we did not perform percutaneous coronary intervention (PCI) that should be the main focus in treating electrical
storm induced by ischemia. Instead, we opted to treat the patient conservatively with a combination of
heparinization, dual antiplatelet therapy, treatment of heart failure, and combination of amiodarone and lidocaine
as antiarrythmics. Conclusion We opted to treat the patient conservatively without PCI. Our patient probably benefited from
administration of lidocaine, an antiarrythmic that is especially useful in ischemic cellular condition. Sedation and
treatment of heart failure with diuretics, ACE-inhibitor, and beta blocker also contributes to the suppression of
electrical storm. Keywords: acute coronary syndrome, arrhythmia, electrical storm, heart failure Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 g
Keywords: Transient ST segment depression, High-grade fever, Diffuse ST segment depression, Hyperpyrexia Abstract Background:Intracardiac thrombus are a complication of dilated cardiomyopathy (DCM). Factors implicated in
the formation of thrombus in DCM include low-velocity swirling of blood, abnormal endocardial surfaces, atrial
fibrillation, and a hypercoagulable state. The most common site for thrombus in DCM is the apex where blood
flow is generally slowest. However there is no recommendation for treating thrombus in children. Here we present
a case of young children with intracardiac thrombus treated with rivaroxban for 3 months. Case Illustration: A 14 years old female came to Hospital with chief complaint of dyspnea. The vital signs on
normal value, with minimal crackles. The Laboratory showed rheumatoid factor were positive with other
parameters in normal ranges. The electrocardiogram showed sinus rhythm with left ventricular hypertrophy. Echocardiography showed a thrombus in the left ventricle (LV) with the size is 18x35 mm and decreased of
ejection fraction with global hypokinetic. The patient was treated with rivaroxaban for 3 months. The next
echocardiography showed the thrombus had disappeared without any complications. Conclusion: LV thrombus can occur due to several factors and one of them is a decrease in ventricular ejection
fraction. There is no still guideline recommendation for treating of LV thrombus in children using direct oral
anticoagulation. Systemic anticoagulation is indicated when there is evidence of thromboembolic or intracardiac
thrombosis. Rivaroxaban has shown to have success as a thrombus dissolution agent among the other agents in
adult patient. However we didn’t know the etiology of DCM and thrombus formation for this patient. Rivaroxaban
administration in pediatric patients with LV thrombus can reduce or even eliminate the thrombus. Further
investigation of rivaroxaban is need to be investigated. eywords: LV thrombus, dilated cardiomyopathy, rivaroxaban
Pre and post treated with rivaroxaban for 3 months. Keywords: LV thrombus, dilated cardiomyopathy, rivaroxaban Pre and post treated with rivaroxaban for 3 months. Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Transient Diffuse ST Segment Depression in a Patient with High-Grade Fever: A Diagnostic Pitfall
Y.N. Afifah1, E.D.N. Rahmawati1
PKU Muhammadiyah Gamping Hospital, Yogyakarta1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A-37-year-old man admitted to Emergency Department because of dyspnea accompanied with prolonged fever
for 3 months with a history of untreated recurrent toothache. From physical examination, there was grade 3/6
holosystolic murmur, high pitched punctum maximum at apex radiating to axilla. Cardiomegaly with congestive
pulmonum was noted by chest x-ray. Echocardiography revealed normal Left Ventricle function with vegetation
at mitral valve leaflets and severe mitral regurgitation. He was diagnosed as possible IE at presentation. Three
sets of blood cultures were taken before the patient was commenced on antibiotic with ampicillin-sulbactam and
gentamycin. There was no improvement for 7 days of treatment. Blood culture later revealed Abiotrophia
defectiva which resistant to ampicillin-sulbactam, we decided to replace it with Ceftriaxone. On 11th day, patient
developed severe kidney injury (Creatine 4,9 mg/dL) and sepsis (Procalcitonin 6,87 ng/ml) which were though as
a septic embolism to kidney. A combination of Meropenem and ceftriaxone then administrated but septic shock
and respiratory distress syndrome caused the patient death. Background Background
Most cases of Infective endocarditis (IE) are caused by Streptococci viridans or Staphylococci species. Abiotrophia defectiva is a rare species which can lead to infective endocarditis. Here we discuss a fatal case of IE
due to Abiotrophia defectiva. en a Rare Pathogen Strikes: Abiotrophia defectiva and Infective Endocarditis with Septic Embolism Effendi1, I.P. Farissa1, F. Tandri1, M.F. Ahnaf1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Diponegoro University, Dr. Kariadi
Central General Hospital Semarang, Indonesia Transient Diffuse ST Segment Depression in a Patient with High-Grade Fever: A Diagnostic Pitfall
Y.N. Afifah1, E.D.N. Rahmawati1
PKU Muhammadiyah Gamping Hospital, Yogyakarta1 Background : High-grade fever is defined as a body temperature above 39°C. Body temperature is known to
affect the cardiovascular system. However, it is rare for high-grade fever to induce ST segment depression, which
can be a diagnostic pitfall as it mimics coronary occlusion. Case illustration : A 71-year-old female with a history of arrhythmia and hypertension was admitted to the
emergency department complaining of fever and chills without any chest pain. She had a body temperature of
41.7°C, elevated blood pressure at 148/66 mmHg, and tachycardia at 110 beats/min. Physical examination
revealed cardiomegaly. Echocardiography showed hypertensive heart disease and 64% ejection fraction. Laboratory examination showed normal electrolyte levels, neutrophilia, lymphopenia, and a grey-zone HS
Troponin result of 13.80 ng/L. Routine urinary examination suspected cystitis. Electrocardiography displayed
sinus tachycardia with diffuse ST segment depression. She was resuscitated with IV hydration and paracetamol
infusion. Her temperature returned to normal followed by the ST segment returning to the baseline on serial
electrocardiography. Her previous Holter monitoring 1 month earlier confirmed no history of ST segment changes. Three days later, the patient was discharged without any events. The mechanism of ST segment depression
triggered by high-grade fever is less understood. It is hypothesized that during high-grade fever, myocardial
oxygen demand is elevated due to hyperthermia and tachycardic events. This mechanism may result in transient
ischemia shown by the ST segment changes. Conclusion : We documented a patient with transient diffuse ST segment depression during the high-grade fever
phase. The electrocardiography resolved after her temperature returned to normal. It is crucial to be cautious in
interpreting ST segment changes in patients with high-grade fever, especially without clinical signs and symptoms
of acute coronary syndrome. Serial electrocardiography and cardiac biomarker tests can aid in accurate diagnosis
and management. Keywords: Transient ST segment depression, High-grade fever, Diffuse ST segment depression, Hyperpyrexia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion
Th The report underscores the potentially life-threatening nature of IE. It highlights the challenges of diagnosing and
treating rare pathogens like Abiotrophia defectiva and also complications of patients with IE. The report
underscores the critical role of prompt and aggressive management. Overall, this case report highlights the need
for increased awareness and vigilance to infective endocarditis, particularly when rare pathogens are involved. While the outcome in this case was tragic, it provides important lessons for healthcare professionals in diagnosis,
treatment, and management of infectious diseases. Keywords: Infective endocarditis, septic, rare pathogen Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 THE IMPORTANCE OF IMMEDIATE REPERFUSION ON STEMI WITH CONDUCTION
DISORDER: CASE OF SUCCESSFUL FIBRINOLYTIC ON ANTERIOR STEMI WITH
BIFASCICULAR BLOCK A. Almira1, Hendrianus2, Y. Natanael3
Brawijaya Women and Children Hospital Antasari1
Cardiology and Vascular Medicine Resident, Faculty of Medicine Universitas Indonesia, National
Cardiovascular Center Harapan Kita2
Ruteng Public Hospital3 Background : Acute myocardial infarction is one of the major leading death worldwide. ST-elevation myocardial
infarct (STEMI) is frequently associated with the development of a new bundle branch block or hemiblock result
in high mortality rate due to the extensive myocardial necrosis. This case is presented to highlight a case of STEMI
with bifascicular block (RBBB and LAFB) and its management in rural area. Case Illustration: A 70 years-old male was referred to rural hospital from primary health centre with typical chest
pain 7 hours before admission. At arrival, the patient exhibited mild chest pain with stable vital sign. The
electrocardiogram showed sinus rhythm with anterior myocardial infarct followed by RBBB and LAFB, so DAPT
and nitrate were given. Before fibrinolytic was administrated, the patient chest pain aggravated and became highly
agitated accompanied by sign of shock. Fibrinolytic was administered along with benzodiazepine to sedate the
patient. Fibrinolytic therapy was successful as marked by significantly decreased chest pain and agitation. ECG
evaluation showed persistent ST elevation in anterior leads. Echocardiography showed decreased left ventricular
ejection fraction (EF 20%) and LV aneurysm. After 5 days in the ICU, his clinical condition improved and the
patient was discharged in a stable condition. Bifascicular block (RBBB with LAFB or LPFB) is often associated
with a poor prognosis and the presence of acute heart failure. Fibrinolytic therapy is crucial in settings where
primary PCI cannot be offered in a timely manner, as in rural area. Conclusion: In rural area, immediate reperfusion with fibrinolytic significantly improved the outcome of patients
with STEMI complicated by bifascicular block. Keywords: Bifascicular block, fibrinolytic, STEMI, rural area Keywords: Bifascicular block, fibrinolytic, STEMI, rural area Indonesi
Car
Indonesian J Car
pISSN: 2830-310
doi: 10.3
Recurrent Seizures and Arrhythmia : Clinical Entity or Coincidence? R.K. Utami1, A. Rakhmawati1, M.D. Sutadi1
RSUD Dr Tjitrowardojo Purworejo1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 The management of antiplatelet therapy in acute coronary syndrome patients with thrombocytopenia: A
Case Report W. Bahagia1
Bhayangkara Palangka Raya Hospital1 Background: Acute myocardial infarction (AMI) is myocardial necrosis resulting from acute obstruction of a
coronary artery. Dual antiplatelet therapy (DAPT) consisting of aspirin and a P2Y12 receptor antagonist is a
fundamental component of acute coronary syndrome (ACS) management. The management of antiplatelet therapy
in ACS patients with thrombocytopenia poses a particular challenge for physicians, as they are at higher risk of
both bleeding and, paradoxically, ischaemic events Case Illustration: A 49-year old man came to emergency with a history of hypertension and presented chest pain
followed by worsening shortness of breath, nausea, and vomiting 12 hours before admission. Physical
examination’s patient was conscious, blood pressure 140/90, a respiration rate of 32 times/minute, and a heart rate
138 times/minute irregular. The electrocardiogram showed irregular narrow QRS complex tachycardia and p wave
was absent. Laboratory CBC revealed hemoglobin 9,7 g/dl and platelet count 88 x 109/L. Chest radiograph showed
either cardio or lung was normal. Echocardiography showed all chamber dilation, decrease left ventricular systolic
function (ejection fraction 46%), segmental hypokinetic, mild mitral regurgitation, and moderate tricuspid
regurgitation. Given the patient’s stable hemodynamic, nitroglycerin intravenous drip became started. Aspilet,
Clopidogrel, Digoxin, Bisoprolol, Furosemide, Spironolactone, and Atorvastatin were initiated. After six days of
adequate treatment, the symptoms resolved and the patient was discharged from hospital. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Recurrent Seizures and Arrhythmia : Clinical Entity or Coincidence? R.K. Utami1, A. Rakhmawati1, M.D. Sutadi1
RSUD Dr Tjitrowardojo Purworejo1 Background : Cardiac arrhythmia is frequently associated with epileptiform seizure. It has been considered as a
potential cause of sudden unexpected death in epilepsy. We report a case of a patient with recurrent seizures with
high degree atrioventricular block and documented ventricular standstill during seizure which required a cardiac
pacemaker. p
Case illustration : A 49-year-old woman with a medical history of epilepsy was admitted to the emergency room
due to recurrent seizures. She had experienced several episodes of seizure since a week before admission with
normal level of consciousness gained between the episodes. The medical history of arrhythmia was unknown. Physical examination showed stable hemodynamics with no remarkable neurologic deficit. Laboratory studies
showed elevated white blood cells count and normal metabolic panels. The 12-leads ECG exhibited high degree
atrioventricular block. The EEG showed generalized intermittent slowing wave with no epileptiform activity. During hospitalized, she had generalized seizure followed by cardiac arrest with ventricular standstill mode in the
monitor. Surface ECG monitoring was high degree atrioventricular block with ventricular standstill (Figure 1). She got return of spontaneous circulation and regained consciousness after the episodes of seizure. The patient
was treated with dopamine infusion and referred to higher-level hospital for pacemaker implantation. Conclusion: Recurrent seizures in this patient was most likely caused by atrioventricular node dysfunction, not
epilepsy since the EEG showed no epileptiform activity. She needed pacemaker implantation mandatory. Keywords: seizure, arrhythmia, epilepsy, high degree av block Figure 1 ECG showed high degree atrioventricular block with ventricular standstill Figure 1 ECG showed high degree atrioventricular block with ventricular standstill Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-
doi: 10.30701/ijc.1537
The management of antiplatelet therapy in acute coronary syndrome patients with thrombocytopenia: A Background Background
Development cardiac tamponade from pericardial effusion is a life-threatening condition requiring prompt
diagnostic and therapeutic. In PH, pericardial effusion is related ti higher risk stratification class and an
independent mortality risk factor. Dilemma of an Action : Cardiac Tamponade in Severe Pulmonary Hypertension. Should We Drain W. Mubarok1, R.P. Harjoko2, Jefry1 W. Mubarok1, R.P. Harjoko2, Jefry1 y
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Departement Cardiology and Vascular Medicine, Dr. Kariadi General Hospital Semarang, Indonesia2 Departement Cardiology and Vascular Medicine, Dr. Kariadi General Hospital Semarang, Indonesia2 Case Illustration 28-year old obess women present with dyspneu, ascites and edema in lower extremity. The complain since 1 years
ago. Heart rate was 100 bpm with BP 110/70 mmHg, RR 26 per minutes, SpO2 96%. The ECG was sinus rythm,
RAD and RVH. The laboratorium showed hipoalbuminemia, hipokalemia and coagulopathy. Patient already done
RHC, there are severe PH with mPAP 70 mmHg with no ASD. In echocardiography, we found dilated RA RV
and MPA with LV smallish, decrease RV function, circumferensial pericardial efussion with no sign of cardiac
tamponade, TR severe and high probability for PH. Patient got pericardial window and got 500cc over 24 hour. The drain was gradual with improvement in LA filling. So, the presence of of RV failure may significantly alter
typical diagnostic findings. Abnormally high intracavitary pressures make RA and RV much more resistant to
collapse. Because of ventricular interdependence, right ventricular dilation causes a disproportionate decrease in
the size of the left ventricle, which worsens diastolic filling and stroke volume. Rapid drainage has high peri-
procedural mortality due to RV decompensation. Gradual drainage, as in our patient, may be safer resulting
improvement. Conclusion: The presence of thrombocytopenia in ACS patients predicts significantly worse outcomes. It has been suggested
that thrombocytopenia in ACS may reflect a greater burden of atherosclerosis predisposing to heightened platelet
consumption, or reflect clinically significant thrombosis, and consequently, its presence should be viewed as a
marker of disease severity. DAPT could use in ACS patients by considering the platelet count baseline, state of
bleeding, and percutaneous coronary intervention (PCI) planning. Keywords: AMI, NSTE-ACS, Trombocytopenia, Tachyarrhytmia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion The recognition of cardiac tamponade in the presence of severe pulmonary hypertension and RV failure can be
even more challenging, because the “classic” findings are often not observed. Deeper understanding in
patphysiology and mechanism wolud help the patient workup. Keywords: cardiac tamponade, pericardial effusion, pulmonary hypertension p p y
gy
p
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Keywords: cardiac tamponade, pericardial effusion, pulmonary hypertension Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
REVASCULARIZATION IN CARDIAC ARREST SURVIVOR: A TRANSIENT ST-ELEVATION
MYOCARDIAL INFARCTION POSTEROLATERAL CASE REVASCULARIZATION IN CARDIAC ARREST SURVIVOR: A TRANSIENT ST-ELEVATION
MYOCARDIAL INFARCTION POSTEROLATERAL CASE L.B.A. Praha1, M.F. Ahnaf1
Cardiovascular Department, Medical Faculty of Diponegoro University, RSUP Dr. Kariadi L.B.A. Praha1, M.F. Ahnaf1 L.B.A. Praha , M.F. Ahnaf
Cardiovascular Department, Medical Faculty of Diponegoro University, RSUP Dr. Kariadi Background: AMI is a frequent cause of cardiac arrests due to VF or pulseless VT. The ESC clearly state in the
case of cardiac arrest and ST-segment elevation after ROSC, immediate CAG and revascularization should be
performed in order to reduce mortality and improve patient outcomes. p
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Case Illustration: A 67 years old woman was referred from Magelang hospital complaining of chest pain. Her
CAD risk factor was menopause. After an hour, suddenly pulseless VT and cardiac arrest happened, continue
CPR and defibrillation 3 times. Presenting on Kariadi, BP 118/75, pulse 84 bpm reguler, RR 20, SpO2 98% NC
3 lpm. There were normal cardiac and pulmonary examinations, ECG in Magelang showed ST elevation in lead
I, aVL, ST depression in lead III, V1-V4, and occasional VES, then ECG in Kariadi hospital showed qR lead aVL,
V7,8,9 and run of PVC. Chest X Ray revealed Cardiomegaly (LV) and bronchovascular pattern increased. The
laboratory test showed leukocytosis (17.4 uL), elevated transaminase enzyme (OT 526, PT 325 U/L) and troponin
level >25 ug/L, and metabolic acidosis fully compensated. She was scheduled to early PCI, found CAD3VD+LM
Disease and done 1 DES distal LM - proximal LAD, 1 DES mid- distal LAD, 1 DES ostial proximal LCx, and
then stabilized in CVCU for further evaluation. Conclusion: Transient STEMI seems to be unique condition. According to ESC guidelines an early invasive
approach with a view to revascularization within 24 h of presentation is mandatory. The term “time is muscle” is
a basic principle in diagnosis and optimal management of AMI to improve patient outcomes. p
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Keywords: Revascularization, Cardiac Arrest Survivor, Posterolateral STEMI The early percutaneous coronary intervention had done The early percutaneous coronary intervention had done Indonesian Jou
Cardiolog
Indonesian J Cardiol 202
pISSN: 2830-3105 / eISS
doi: 10.30701/ijc
Asymptomatic Obstruction of Bioprosthetic Mitral Valve due to Pannus Formation
N.M.A.W. Sari1, K.S. Bhuana1
Universitas Udayana / RSUP IGNG Prof Ngoerah1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background : Pannus is an abnormal fibrovascular tissue, located in the cirmcumference of the bioprosthetic
heart valve. The true insidence of pannus is unknown, and thought to be related to incidence of valve thrombosis
at 0.1 to 6% per year. Diagnosis of pannus require imaging such as echocardiography. Transthoracic
echocardiography provided initial evaluation on transvalvular gradient, and determine the presence of obstruction. Transoesophageal echocardiography provided visualization of the mass and mobility of the leaflet. Management
of pannus depend on the severity of the obstruction. Case Illustration : We present a case of a 29-year-old female for routine yearly evaluation after she was
performed a mitral valve replacement with BHV around 8 years prior, due to rheumatic severe mitral stenosis. On
evaluation, she did not have haeart failure symptoms and only took furosemide when necessary. Physical
examination revealed low-grade diastolic murmur at 2nd right intercostal space with vesicular breath sound. Transthoracic echo showed moderate Aortic Regurgitation (AR), suspected pannus on the cirumference of the
mitral BHV, with mean transvalvular pressure gradient of 9 mmHg at heart rate (HR) of 69 bpm. Transesophageal
echocardiography revealed a restricted motion during diastolic phase on one of the mitral BHV leaflet due to a
suspected pannus structure, a moderate calcification on one of the leaflets, and trivial mitral regurgitation. We
observed a change of mitral BHV mean transvalvular pressure gradient during procedure into 15mmHg with a
HR of 84 bpm, with no change in symptom. The patient was managed conservatively with transthoracic
echocardiography reevaluation every 6 months. Conclusion : Pannus formation after mitral bioprosthetic heart valve (BHV) implantation is a rare finding with
unclear pathomechanism. An asymptomatic obstruction of the bioprosthetic mitral valve usually require routine
symptoms observation and echocardiographic reevaluation. This report hopes to provide an echocardiographic
evaluation of BHV mitral valve pannus. Keywords: Transthoracic Echocardiography, Mitral Vave Bioprosthetic, Pannus, Transesophageal
Echocardiography, Asymptomatic obstruction. Keywords: Transthoracic Echocardiography, Mitral Vave Bioprosthetic, Pannus, Transesophageal
Echocardiography, Asymptomatic obstruction. chocardiography, Asymptomatic obstruction. Top : 2D TEE image at mid-esophageal long axis, showing a mass suspected pannus. Bottom : 3D TEE
reconstruction from LV and LA View. Top : 2D TEE image at mid-esophageal long axis, showing a mass suspected pannus. Bottom : 3D TEE
reconstruction from LV and LA View. A rare case of intracardiac thymic carcinoma presenting as Superior Vena Cava syndrome Keywords: Thymic Carcinoma, Right Atrial Mass, Superior Vena Cava Syndrome, Anterior mediastinal mass,
Intracardiac masses Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Management of NSTEMI Patient with Acute kidney Dysfunction due to Septic Shock at Hasna Medika
Cirebon Hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Management of NSTEMI Patient with Acute kidney Dysfunction due to Septic Shock at Hasna Medika
Cirebon Hospital M.A. Rezza 1, A. Deri2, H.I. Gugun3
Hasna Medika Hospital
Cirebon, Jawa Barat, Indonesia Background: The presence of kidney dysfunction in ACS has been associated with worse outcomes, including
higher rates mortality and bleeding. Prevalence rates of 42.9% among patients NSTEMI with presenting chronic
kidney disease. Management of patients with severe kidney impairment with ACS more complex, consideration
of increasing bleeding risk with worsening renal function. Case Illustration: A 46- year-old male present to the hospital with chest discomfort, short of breath, and fatigue,
fever and a new cough. Symptoms began approximately 2 weeks before and had progressively worsened with no
associated, aggravating, or relieving factors noted. His physical examination showed BP 82/55 mmHg. No JVD
present, bilateral rhonchi noted, cold extremities, and physical exam is otherwise normal. The laboratorial
presented leukocytosis (19850/mL), troponin T (144 ng/l), aPTT (22.5/s) and a significant elevated urea (289.0
mg/dl) and creatinine blood level (12.01 mg/dl), compared to the historical of last 4-month laboratory result which
was urea (31 mg/dl) and creatinine (0.6 mg/dl). ECG showed T wave inversion lead V1-V3, a chest x-ray showed
pneumonia and cardiomegaly, and we also performed hemodynamic echocardiography showed ERAP15, SV:35,
CO:2.3, SVR:2365 (on norepinephrine support). Due to acute kidney dysfunction we decided to do conservative
management. Rehydration treatment with intravenous infusion of lactated ringer’s solution, and followed by
intravenous of norepinephrine dose. Loading dose of DAPT, then maintenance dose for the next day, atorvastatin
once daily. Bolus dose of intravenous heparin followed by maintenance dose of heparin per hour. The follow up
on the day 4th of medication, laboratory evaluation down to 194.9 mg/dl of urea level and 2.0 mg/dl of creatinine
level. The laboratory evaluation at the polyclinic visits after a week of discharged, down to 24.6 mg/dl of urea
level and 0.77 mg/dl of creatinine level. A rare case of intracardiac thymic carcinoma presenting as Superior Vena Cava syndrome I.N. Wiryawan1, K.S. Bhuana R1
Universitas Udayana / RSUP IGNG Prof Ngoerah1 I.N. Wiryawan1, K.S. Bhuana R1
Universitas Udayana / RSUP IGNG Prof Ngoerah1 Background : Thymic carcinoma is a rare neoplasm that arise in the anterior mediastinum. Thymic carcinoma
has an incidence of 0.2 to 1.5% of all malignancies. Thymic carcinoma has varying clinical presentations, from
asymptomatic findings to severe tumor mass effect. An intracardiac infiltration of thymoma occur in 4% of all
cases. Diagnosis is made from clinical presentation, imaging and histopathologic assessment. Advanced stage of
thymic carcinoma carries a worse prognosis. Case Illustration : We present a case of intracardiac thymic carcinoma in a 64-year-old male patient with chief
complaint of intermitten swelling of the face with neck lymph node enlargement. Initial chest MRI showed
moderate signal intensity on the SVC. He was initially diagnosed as antiphospolipid syndrome due to positive
ANA IF. Around 2 years after diagnosis, patient developed severe congestion of the face and neck, and upper
extremities. Echocardiography evaluation showed a 5.9 x 5.2 cm mass inside the right atrium. Chest CT Scan
showed a Mass from right atrium, extending into the SVC causing type IV SVC obstruction. CT scan also showed
varying HU around the mass suggesting a thrombus adjacent to the mass. Patient was planned for sternotomy and
tumor evacuation. Intraoperative evaluation showed a mediastinal mass with extensive localized and intracardiac
spread. Patient was only performed incisional biopsy with samples taken from both the anterior mediastinum mass
and inside the right atrial mass. Hisptopathological diagnosis of Thymic Carcinoma was made. Patient passed
away due to lung infection, before receiving definitive treatment. Conclusion : Intracardiac thymic carcinoma is a rare case and often overlooked. Infiltration into the cardiac
chamber represent a more advanced disease, such as presented above. This report hopes to provide a
comprehensive insight on imaging of intracardiac masses. p
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Keywords: Thymic Carcinoma, Right Atrial Mass, Superior Vena Cava Syndrome, Anterior mediastinal mass,
Intracardiac masses. Background Mitral stenosis (MS) in pregnancy is still one of the most common causes of maternal death. MS is one of the
most commonly encountered valvular heart diseases during pregnancy, the majority are rheumatic in origin and
poorly tolerated due to cardiocirculatory changes that occur during pregnancy, labor and postpartum. Severe MS
is usually poorly tolerated in pregnancy, with 67% of women developing peripartum heart failure even if
previously asymptomatic. Successful Balloon Mitral Valvuloplasty in 32-week Pregnant Patient with Severe Mitral Stenosis: A Case
Report J.P. Sianipar, W.N. Yuandika, M.F. Ahnaf
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Diponegoro University – Dr. Kariadi
General Hospital, Semarang J.P. Sianipar, W.N. Yuandika, M.F. Ahnaf
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Diponegoro University – Dr. Kariadi
General Hospital, Semarang Case illustration A 33 years old woman, G3P1A1 31 weeks pregnant came to Dr. Kariadi Hospital with a shortness of breath during
daily activity, which was worsened since 26 weeks of pregnancy. The complaint was accompanied by swelling
on both legs. She felt more comfortable to sleep with half-sitting position. Chest pain was denied. Physical
examinations demonstrated the BMI was 45 kg/m2, diminished S1 and normal S2 sound, irregularly irregular, mid
diastolic murmur 2/4 on apex. Echocardiography revealed Severe MS with MVA by planimetry 1.05 cm2, by VTI
0.9 cm2, by PHT 0.9 cm2, mean PG 18 mmHg, Wilkins score 5, moderate tricuspid regurgitation with high
probability for pulmonary hypertension. The patient was stabilized with continuous drip furosemide, digoxin, and
warfarin. BMV had been done in 32 weeks of pregnancy and managed to reduce the mitral pressure gradient from
17.7 mmHg to 8.6 mmHg with mPAP decrease from 75 mmHg to 62 mmHg. During the procedure patient was
under general anesthesia and extubated in recovery room after procedure. Then she was moved to ICU for
monitoring in a day, then moved to ward. A rare case of intracardiac thymic carcinoma presenting as Superior Vena Cava syndrome Case Discussion: We describe a case NSTEMI with severe hypoperfusion caused by septic shock induced to
kidney parenchymal injury followed by significant decrease of glomerular filtration rate and led to acute kidney
dysfunction. In this NSTEMI patient with GFR 5.98 ml/min, we decided conservative therapeutic with
unfractionated heparin (UFH) used, DAPT dose and rehydration and norepinephrine support to increase perfusion
due to septic shock. We delayed invasive coronary angiography and percutaneous coronary intervention because
of concerns about acute kidney injury accelerating their progression to dialysis. Conclusion: UFH remains the default option for anticoagulant NSTEMI patients with kidney impartment can
safely and effectively used, despite the complexity of its use and its known toxicity profile. Keywords: acute kidney dysfunction, NSTEMI, septic shock Conclusion: UFH remains the default option for anticoagulant NSTEMI patients with kidney impartment can
safely and effectively used, despite the complexity of its use and its known toxicity profile. K
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Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
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Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology A 69 years old man with in stent thrombosis after PCI leading to Free Wall Rupture and Massive
Pericardial Effusion: a Complex Disastrous Event after PCI A 69 years old man with in stent thrombosis after PCI leading to Free Wall Rupture and Massive
Pericardial Effusion: a Complex Disastrous Event after PCI Y. Suryadilaga, M.F. Ahnaf, S. Sungkar1
1 Department of Cardiology and Vascular Medicine, Medical Faculty Diponegoro University, Kariadi General
Hospital, Semarang, Indonesia Y. Suryadilaga, M.F. Ahnaf, S. Sungkar1
1 Department of Cardiology and Vascular Medicine, Medical Faculty Diponegoro University, Kariadi General
Hospital, Semarang, Indonesia g
Case Illustration A 69 years old man was referred with dyspneu and chest. A month ago, he experienced substernal heavy chest
pain with diaphoresis. He got treatment and diagnosed posterior STEMI, underwent primary PCI, and a stent was
placed in ostial-distal Left Circumflex artery. 3 weeks after, he developed dyspneu and chest discomfort, re-
angiography showed in stent thrombosis with LV aneurysm. Echo revealed massive pericardial effusion with free
wall rupture. In our ER, he was panting, Blood Pressure was 125/74 (94) HR 94 bpm RR 24 times/minute SpO2
98%, there were no rales, elevated JVP and pitting edema on both ankles. Bedside Echo showed massive localized
pericardial effusion without tamponade, LV aneurysm and suspected of free wall rupture. Later he was admitted
to ICCU and underwent cardiac surgery. Backgrounds Left ventricular free wall rupture is a rare but severe complication of acute myocardial infarction. It was reported
to occur either early after the onset of MI (type I or II, approximately 55%) or during the sub-acute phase
accompanied with overt cardiac remodelling (type III, 45%). Factors including old age, female gender, and large
infarct size were found to be associated with the risk of free wall rupture. Due to the variable clinical presentations
associated with high mortality, it remains a substantial diagnostic and therapeutic challenge for clinicians. Case Illustration Conclusion Balloon mitral valvuloplasty in pregnancy is a relatively safe and effective interventional cardiac procedure,
helps the patients with moderate to severe MS which gives optimum results. Keywords: pregnancy, mitral stenosis, balloon mitral valvuloplasty Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
A 69 years old man with in stent thrombosis after PCI leading to Free Wall Rupture and Massive
Pericardial Effusion: a Complex Disastrous Event after PCI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Backgrounds Postoperative stroke in cardiac surgery continues to be a major factor that increases morbidity, mortality, and
readmission risk, with contemporary reports of a ninefold increase in postoperative death of stroke patients. As
cardiac surgical outcomes have improved over the past decades, the demographic of patients being referred for
surgery has shifted in favor of patients who are of greater age with more g y
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comorbidities that may put them at higher risk for postoperative stroke. The incidence of stroke after cardiac
surgery is dependent on the procedure itself and the reporting center, but typically ranges from 0.8% to 5.2%. C
Ill
t
ti A 58 years old man felt shortness of breath while taking light activities then underwent mitral valvular
replacement. There is no history of atrial fibrillation and neurological sign before cardiac surgery. Vital sign after
surgery, blood pressure 106/70 MAP 79 on support dobutamine 10 mcg/kgweight/minutes/ and norepinephrine
0.2mcg/kgweight/minutes, HR 120-130x/minutes irregular, RR 26x/minutes and SpO2 100% on VM Mode
SCMV PEEP 5 FiO2 40%, patient showed atrial fibrilation. Sixth day after cardiac surgery patient got seizure
tonic clonic with treatment fenitoin injection. Then head MSCT found cytotoxic cerebral edema, showed increased
pressure intracranial, and sphenoiditis dextra et sinistra. Patient moved to stroke care unit after got stabilized from
ICCU ward. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Y. Suryadilaga, S. Sungkar1
1Department of Cardiology and Vascular Medicine, Medical Faculty Diponegoro University, Kariadi General
Hospital, Semarang, Indonesia Y. Suryadilaga, S. Sungkar1
ment of Cardiology and Vascular Medicine, Medical Faculty Diponegoro University, Kariadi General
Hospital, Semarang, Indonesia Conclusion Acute myocardial infarction can cause ischemic, mechanical, arrhythmic, embolic, or inflammatory
complications. The development of mechanical complications after AMI is associated with significant short-term
clinical improvement and long-term survival. Though the incidence of this fatal complication has seen a
considerable decline due to primary percutaneous coronary angiography, our observations point to a more
prolonged symptom to angiography time as one of the important predictors that leading causes of this
complication. Keywords: Free Wall Rupture, STEMI Keywords: Free Wall Rupture, STEMI Keywords: Free Wall Rupture, STEMI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Neurological Complication After Cardiac Surgery: A Case Report Conclusion Patients undergoing cardiac surgery should receive frequent postoperative neurologic checks so that an
intervention can be made as quickly as possible when a large stroke occurs. Current interventions can minimize
stroke risk,treat perioperative stroke, and manage perioperative hypoxic-ischemic injury. The goals of therapy are
to improve oxygenation, maintain an adequate blood pressure for perfusion of vital organs and coagulation status. The underlying cause must be addressed. Keywords: Cardiac surgery, Stroke, Postoperative In
Indo
pISSN
Cardiac Amyloidosis Presented with SND: A Case Report
S.A. Alawiyah1, I. Fahri1, S. Hastuti1, J. Endang1
RSUD DR. M YUNUS BENGKULU1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Cardiac Amyloidosis Presented with SND: A Case Report
S.A. Alawiyah1, I. Fahri1, S. Hastuti1, J. Endang1
RSUD DR. M YUNUS BENGKULU1 Background: Cardiac Amyloidosis is a restrictive cardiomyophaty characterized by the extracelullular deposition
of mis-folded proteins in the heart. It is usually diagnosed late since symptomps are nonspecific and are often
disregarded with other conditions. Case Illustration: A 54 years old man presented to emergency departement with sudden onset of syncope. He
had medical history of heart failure with preserved ejection fraction and normal coronary artery by
coroangiography. On initial physical examination, His blood pressure was 87/62 mmHg with heart rate of 50 bpm. He also had ecchimosys in eyes and had facial droop and difficulty to closing eyes and smiling. He had clear lungs
and normal heart sounds without murmurs or gallops. He had mild pitting edema bilaterally. ECG showed 1st
degree AV block with episode of junctional rhytm and low voltages in the limb and pre cordial leads. His blood
perasure and HR was support with dopamine and hemodynamics was stable, but unable to weaned the inotropic
due to hypotension and ECG showed AF SVR. We decided to implant PPM to this patient. Based on the findings
above, a diagnosis of amyloidosis complicate with SND was considered and supported by echocardiography
illustrated severe concentric ventricular hyperthrophy and longitudinal strain reduction with relative apical sparing
showed ‘cherry on top’ on bull’s eye appearance with EF was at 32% by simpsons. He remained asymptomatic
after pacing and was discharged three days later. A subsequent follow-up of his amyloid involvement by other
explorations is planned for this patient. Conclusion: Cardiac amyloidosis remains a rare disease. Keywords: Cardiac Amyloidosis, Syncope, SND Background g
Chronic venous insufficiency (CVI) of the lower limb has great effect on quality of life. Untreated CVI
results in variety of complications, the major ones being persistent pain and progressive skin changes ranging
from small eritema to extensive areas of severe skin pigmentation that may ultimately lead to ulceration. The
progressive unpleasant symptom itchiness that interfere daily activities is the prime cause for seeking treatment. Endovenous laser therapy (EVLT) is a less invasive procedure which is widely used for the treatment of CVI with
excellent results. Conclusion In rural area with limited diagnostic testing must
identifying more from clinical and physical significance. Cardiologist should be aware of cardiac amyloidosis to
allow early treatment that can change the prognosis of this disease Keywords: Cardiac Amyloidosis, Syncope, SND Keywords: Cardiac Amyloidosis, Syncope, SND Keywords: Cardiac Amyloidosis, Syncope, SND Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Lower Limb Skin Pigmentation as Sequelae of Untreated Chronic Venous Insufficiency
C. Adriana1, N. Anggriyani1
Faculty of Medicine, Diponegoro University, Semarang, Indonesia1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Case illustration A 48-year old woman presented with progressive skin pigmentation and itchy feeling on her right lower
limb since 5 years ago. She has been plagued with fatigue leg, cramp, pain and burning sensation for 1 year. These
symptoms worsen with prolonged sitting at work as administrative officer for 8 hours per day and obesity. She
also had hypertension and dyslipidemia. Physical examination revealed inflammation skin discoloration appear
as brown bruises on right tibial region. Lower limb arteries pulsation were equal and normal. Duplex ultrasound
revealed severe CVI of right limbs without deep vein thrombosis. After performed EVLT, the patient symptom
and skin discoloration improved and able to function at high capacity both at work and with her leisure activities. The extent complication of CVI can be reduced with non-surgical minimally invasive strategy. Conclusion Skin hyperpigmentation as a sequelae of underlying CVI required for treatment. EVLT has provided alte
for CVI treatment, effective in reducing the associated symptoms and improved quality of life. for CVI treatment, effective in reducing the associated symptoms and improved quality of life. Keywords: chronic venous insufficiency, skin discoloration, skin hyperpigmentation, endovenous laser ablation for CVI treatment, effective in reducing the associated symptoms and improved quality of life. Keywords: chronic venous insufficiency, skin discoloration, skin hyperpigmentation, endovenous laser ablation Keywords: chronic venous insufficiency, skin discoloration, skin hyperpigmentation, ds: chronic venous insufficiency, skin discoloration, skin hyperpigmentation, endovenous laser ablation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Congenital Heart Disease (CHD) is the main cause of death in infants with 6.4 incidence per 1.000 birth. Complete
Atrioventricular Septal Defect (CAVSD) which corelate much with Down Syndrome (DS) was 4-5.3 case per
10.000 birth. Here, we report a CAVSD patient with DS morphology. Case Illustration A 2-year-old girl was admitted to hospital for dyspnea, fever, and cough with history of tuberculosis one year ago
and routine control to Public Health Center for malnutrition. She was born premature (32-33 weeks) due to
inadequate antenatal care with breastfeeding difficulty after. DS morphology was found. She was severely wasted,
underweight, and stunted (5kg, 76cm) with BP 63/41mmHg, HR 140, RR 40, SaO2 60-70%, T 38oC. Cyanosis
were triggered by crying. We discovered 3/6 systolic ejection murmur at left sternal border and bilateral rhonchi
along with increased CRP, leukocytosis, and hypothyroid. Perihilar and paracardial infiltrates were found. Transthoracic Echocardiography showed VSD inlet, ASD primum, and common AV valve. Antibiotics and
conservative treatment were given besides Dobutamine and Norepinephrine for shock sepsis. After pneumonia
resolved, chromosome test and cardiac surgery were made and investigate later in other paediatric or cardiology
center. M. H. Trisnawan1, A. Alamsyaputra1, I. Uddin2, M.F. Ahnaf2 y
p
g
y
g
Department Cardiology and Vascular Medicine, Dr. Kariadi General Hospital, Semarang, Indonesia2 Background: Anomalous Aortic Origin of Coronary Artery (AAOCA) are rare occurrence with incidence during
routine coronary angiography approximately 0.6-1.3%. AAOCA presenting with STEMI are a rare clinical
presentation and the management of an anomalous infarct-related coronary artery may be technically challenging. Case illustration: 60 years old man came to ED with chief complaint severe chest pain accompanied with cold
sweating, nausea, and limp while he was cycling. Blood pressure was 121/73 mmHg, HR 64 bpm, RR 21 tpm and
there were no presentation of heart failure nor cardiogenic shock. The ECG showed ST elevation in II, III, aVF,
and ST depression in lead I and aVL. Laboratory results showed HSTroponin I >40000.0 ng/L. Patient was
diagnosed by Acute STEMI inferior 5 hours onset Killip I. Primary PCI was performed via right femoral artery,
we had difficulties to access the LCA. Surprisingly, there was an anomaly in the coronary arteries and the patient
just told the operator at the table that he had previous single ostium coronary artery anomaly from the CCTA and
elective coronary angiography result at the past. So we decided to access the RCA with JR 3.5/6F by aortography
technique. The LCA have acute take-off angle, arising from ostial RCA and fortunately have retro-aortic course. Subtotal occlusion thrombus type as the culprit lesion at proximal RCA and we implanted 1 stent DES Firebird II
4.0 x 18 mm at 16 atm. Final result was TIMI flow 3 with residual stenosis 0% without other complications during
the implantation. Conclusion: Cuspogram or aortography technique at the cusps of a target ostium can useful in emergency
setting where short time has significant outcome where rapid identification of the culprit’s vessel is crucial to
achieve successful primary PCI p
y
Keywords: aaoca, acute stemi, primary pci Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Complete Atrioventricular Septal Defect in Patient with Down Syndrome Morphology: Case Report
I.B.U. Kramasanjaya1
RSUD Balaraja1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Complete Atrioventricular Septal Defect in Patient with Down Syndrome Morphology: Case Report
I.B.U. Kramasanjaya1
RSUD Balaraja1 Complete Atrioventricular Septal Defect in Patient with Down Syndrome Morphology: Case Report
I.B.U. Kramasanjaya1
RSUD Balaraja1 Conclusion Conclusion
CAVSD is a rare CHD and usually symptomatic. Early diagnosis and prompt treatment prevent further fatal
prognosis. Keywords: Complete Atrioventricular Septal Defect, Down Syndrome CAVSD is a rare CHD and usually symptomatic. Early diagnosis and prompt treatment prevent further fatal
prognosis. K
d
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l
A i
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S
l D f
D
S
d Keywords: Complete Atrioventricular Septal Defect, Down Syndrome Echocardiography Echocardiography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Pulmonary Embolism as an Insidious Manifestation in Post Tuberculosis Obstructive Disease with
Pulmonary Hypertension : An Experience from East Nusa Tenggara, Indonesia Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Ventricular Septal Rupture after Extensive Anterior STEMI without Cardiac Surgical Intervention
Facility: A Case Report M.R. Ramadhan1, D. Jovindho1
RS Bhayangkara Jambi1 Background: Ventricular Septal Rupture (VSR) is a rare but lethal complication of acute myocardial infraction.1
The VSR incidence was approximately 2% with significant mortality and morbidity.1-2 The management of VSR
is stabilize the hemodynamic problems with reducing afterload to increase effective LV stroke volume by reducing
left-to-right shunting.3-4 Case Illustration: A 52-years-old woman with complaint of shortness of breath since a day before admission. A
history of epigastric pain radiating to the back accompanied by cold sweating felt two weeks ago. The patient had
a history of uncontrolled hypertension. Cardiac auscultation revealed a systolic murmur on intercostal space 3
left-parasternal and rhonchi in medio-basal bilateral of the lung area. ECG showed ST-Elevation at the anterior
extensive lead. From Echocardiography examination was found a rupture in intraventricular septal near the apex
area with left-to-right shunt (Figure 1). From chest X-Ray was found cardiomegaly with increase of
bronchovesicular pattern of lung. The patient was diagnosed with Late Onset Anterior-Extensive ST-Elevation
Myocardial Infraction (STEMI) accompanied with Acute Lung Oedema complicated by Ventricular Septal
Rupture. The patient got conservative therapy during treatment and close monitoring in ICU. One month post-
treatment, the patient exhibited a relatively stable hemodynamic with light activity limitation. Discussion: The management of VSR patient with lack of hospital facility is a challenging case and conservative
therapy become an option for focusing of maintaining the stability of hemodynamic. This aims to minimize
hemodynamics thereby reducing the work of the heart until the rupture of the intraventricular are fixed. Conclusion: Due to the high risk of death, every clinician should be aware with potentially fatal complications. Discussion: The management of VSR patient with lack of hospital facility is a challenging case and conservative
therapy become an option for focusing of maintaining the stability of hemodynamic. This aims to minimize
hemodynamics thereby reducing the work of the heart until the rupture of the intraventricular are fixed. Conclusion: Due to the high risk of death, every clinician should be aware with potentially fatal complications. The keys to achieve optimal results are early diagnosis and prompt treatment. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Pulmonary Embolism as an Insidious Manifestation in Post Tuberculosis Obstructive Disease wit
Pulmonary Hypertension : An Experience from East Nusa Tenggara, Indonesia M. Tombeng1, K. A. Nugraha1
Samuel J. Moeda Navy Hospital1 Background: Pulmonary embolism (PE) is an acute disease with high mortality, which is prone to be
underdiagnosed, especially if it occurs concomitantly with pulmonary disease, such as post tuberculosis
obstructive disease (PTOD). PE as a complication of pulmonary TB is rarely reported, but recently, there has been
growing evidence supporting this association. Case Illustration: A 44-year-old man was admitted in our hospital because of worsening shortness of breath and
chest discomfort. He had a history of completed and well responded to antitubercular therapy seven years ago. At
admission, physical examination revealed normal blood pressure, tachycardia, decreased oxygen saturation 86%
at room air, distended jugular vein, and accentuated pulmonary component of S2. No sign of DVT was found. ECG showed McGinn-White sign as S wave in lead I, Q wave, and inverted T wave in lead III. Chest X-ray
revealed consolidation associated with collapse on bilateral upper lobe and hampton hump on left lung. Transthoracic echocardiography revealed good LV function, RV dysfunction, mild tricuspid regurgitation with
high probability of PH without thrombus visualized. D-dimer level was elevated 0.9 mg/L, meanwhile other
laboratory parameters were normal. CTPA revealed hazy appearance suspected as thrombus in left pulmonary
artery and atelectasis with cavity lesion in bilateral upper lung that indicates POTD. The patient was given
anticoagulant therapy with fondaparinux overlapping with optimal dose of warfarin. After five days of follow up,
he showed significant improvement, his vital signs were normal, and could be discharged. g
p
g
g
Conclusion: This case report highlights the association between pulmonary embolism and post tuberculosis
obstructive disease. This can lead to serious complication, which is potentially preventable by prompt diagnosis
and treatment. Keywords: pulmonary embolism, post tuberculosis obstructive disease, pulmonary hypertension Fig 1. CTPA Axial and Coronal View Show LPA (red arrow) Thrombus Fig 1. CTPA Axial and Coronal View Show LPA (red arrow) Thrombus Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Ventricular Septal Rupture after Extensive Anterior STEMI without Cardiac Surgical Intervention
Facility: A Case Report Background Ventricular tachycardia is defined as type of tachyarrhytmia with more than 3 consecutive beats as
premature ventricular complex (PVC), rate more than 100 beat per minute, arised from ventricles, unrelated from
atrial and atrioventricular nodal conduction. This arrhythmia can be caused by electrolyte imbalance such as
hyperkalemia. CKD patients who have decreased renal function is susceptible to this potentially fatal condition. SUSTAINED MONOMORPHIC VENTRICULAR TACHYCARDIA (SMVT) CAUSED BY
HYPERKALEMIA IN CHRONIC KIDNEY DISEASE (CKD) PATIENT : A CASE REPORT A. Siswanto1
RSD Balung Jember1 Case Illustration A-45-year-old woman was admitted in the ER because of severe dyspnea. There’s fluid build up in her
stomach and all extremities. She had been diagnosed with cervical cancer stage III since 3 months ago. On physical
examination, her skin looked pale and there’s coarse crackles in both lung fields. Ascites and edema in all
extremities were also found. The ECG showed wide monomorphic QRS complexes, with no p wave thus
confirmed Sustained Monomorphic Ventricular Tachycardia (SMVT). Then, the patient was given synchronized
cardioversion twice with each dose 100 J and 125 J. The rhythm was converted to sinus rhythm and the symptoms
was improved. Chest X-Ray showed cardiomegaly and congestive pulmonum. The laboratory studies showed
high serum creatinin level 15.53 mg/dL and severe hyperkalemia 6.71 mmol/L. Then patient was given calcium
gluconas and insulin intravenously to decrease serum potassium. If hyperkalemia persisted, the patient was
scheduled for emergent dialysis. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964
doi: 10.30701/ijc.1537
SUSTAINED MONOMORPHIC VENTRICULAR TACHYCARDIA (SMVT) CAUSED BY
HYPERKALEMIA IN CHRONIC KIDNEY DISEASE (CKD) PATIENT : A CASE REPORT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
SUSTAINED MONOMORPHIC VENTRICULAR TACHYCARDIA (SMVT) CAUSED BY
HYPERKALEMIA IN CHRONIC KIDNEY DISEASE (CKD) PATIENT : A CASE REPORT Indonesian Journal of
Cardiology y
y
g
p
Conclusion: Due to the high risk of death, every clinician should be aware with potentially fatal complications. The keys to achieve optimal results are early diagnosis and prompt treatment. eyword: Ventricular Septal Rupture, Myocardial Infraction, Conservative Therapy. The echocardiography showed rupture of the apex of septal area with left-to-right shunt flow The echocardiography showed rupture of the apex of septal area with left-to-right shunt flow p
Case illustration A 64-year-old man complained of chest pain radiating to the jaw and frequently recurred over the past year. He
had a history of CABG surgery seven years ago. On physical examination, all vital signs were normal. A 12-lead
ECG examination showed no typical ischemic features. Chest X-ray showed cardiomegaly, and laboratory results
showed critical e-GFR values. The patient was referred to the internal medicine department. The internist
diagnosed him with end-stage renal disease (ESRD) and advised hemodialysis (HD). Angiography was then
performed and showed total occlusion of mid-LAD, diffuse stenosis of LCX, long diffuse stenosis of RCA, total
occlusion of osteal LAD graft, and total occlusion of osteal LCX graft, long diffuse stenosis of RCA graft. He
was diagnosed with multiple coronary stenoses and grafted with ESRD. The patient was scheduled to undergo
PCI. The operator chose to stent the SVG of the RCA using a drug-eluting stent. Then, he was prescribed multiple
anti-platelets, nitrates, statins, and b-blockers. Percutaneous Coronary Intervention of Saphenous Vein Graft in Patients with End Stage Renal Disease -
What to Consider? A. Nurjanah1, W. Putradana1, D. Herdianto2
Abdoel Wahab Sjahranie General Hospital, Samarinda, Indonesia1 A. Nurjanah1, W. Putradana1, D. Herdianto2
Abdoel Wahab Sjahranie General Hospital, Samarinda, Indonesia1
Department of Cardiology and Vascular Medicine, Abdoel Wahab Sjahranie General Hospital, Samarinda,
Indonesia2 Conclusion One of complications of chronic kidney disease is high level of serum potassium. This electrolyte
imbalance may pose clinical fatal consequences such as Ventricular Tachycardia. Therefore, individual screening
in CKD patients should be routinely carried out especially for serum electrolytes. Besides that, all CKD patients
must receive dialysis treatment right on time to prevent hyperkalemia or other complications. Keywords: sustained monomorphic ventricular tachycardia, hyperkalemia, chronic kidney disease Figure 1. ECG from the patient showed prolonged and uniform QRS complexes, absent of p wave indicating
Monomorphic VT Figure 1. ECG from the patient showed prolonged and uniform QRS complexes, absent of p wave indicating
Monomorphic VT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Percutaneous Coronary Intervention of Saphenous Vein Graft in Patients with End Stage Renal Disease -
What to Consider? Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Percutaneous Coronary Intervention of Saphenous Vein Graft in Patients with End Stage Renal Disease -
What to Consider? Background CABG surgery is considered the ideal treatment for multiple coronary stenoses. However, complications such as
graft failure or re-stenosis often occur within days to years after surgery. Treatment for patients who develop
complications with other comorbidities is quite limited. Thus, caution is needed in determining the therapy. Case illustration p
Conclusion The failure rate of SVG within a decade is quite high. In favourable conditions, revascularization may be possible. PCI is generally preferred, as repeat bypass is considered unlikely due to the high risk of perioperative mortality. PCI using DES is thought to have a better prognosis. In cases of chronic total occlusion in the elderly, especially
with low e-GFR values, treatment aims to reduce symptoms and improve quality of life. Keywords: Saphenous vein graft, Vein graft stenosis, Percutaneous coronary intervention in end-stage Renal
Disease, Stenosis vein graft stenting. eywords: Saphenous vein graft, Vein graft stenosis, Percutaneous coronary intervention in end-stage Ren
isease, Stenosis vein graft stenting. Figure 1. A Diffuse stenosis in RCA graft. B. Total occlusion in mid LAD and diffuse stenosis in LCX. Figure 1. A Diffuse stenosis in RCA graft. B. Total occlusion in mid LAD and diffuse stenosis in LCX. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Stroke During Primary Percutaneous Coronary Intervention Stroke During Primary Percutaneous Coronary Intervention G. Soemara1, C. Kurniawan1, Subiyanto1, D.U. Djafar1, J.A. Pangemanan1, G. Tangkudung2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi University, Prof. Dr. R.D. Kandou General Hospital, Manado, Indonesia1
Department of Neurology, Faculty of Medicine, Sam Ratulangi University, Prof. Dr. R.D. Kandou General
Hospital, Manado, Indonesia2 Background: Stroke is a rare but dangerous complication of Percutaneous Coronary Intervention (PCI). Potential
risk factors for periprocedural stroke have been identified, namely advanced age, hypertension, diabetes mellitus,
previous stroke history, congestive heart failure, use of an intra-aortic balloon pump, emergency catheterization,
renal failure, and presence of coronary artery thrombus. Hereby, we present a case report on stroke during PCI
procedure in Manado. Case Illustration: A 72-year-old male patient visited our emergency department with chief complaint of chest
pain for 6 hours. Chest pain was like being crushed by a heavy object radiating to the back and accompanied by
cold sweat. He had a history of hypertension for 10 years and did not routinely consume his hypertension drug. The ECG showed ST elevation in leads II, III, aVF, v7, v8, v9 and reciprocal in leads I and aVL. The patient was
planned for primary PCI. At the time of procedure, he experienced an acute ischemic stroke with speech defect
and right extremity hemiparesis. He was consulted to neurologist, Digital Subtraction Angiography (DSA) and
intraarterial thrombolysis was performed with alteplase. After DSA and thrombolysis, the procedure was
continued, a stent was placed on the right coronary artery then the procedure was completed with the patient's
hemodynamic stability. After ninth day of hospitalization, patient was discharge with stabile condition and vital
sign, also without any neurological disorders. Conclusion: Stroke is rare but can dangerously happened during PCI procedure. Maneuvers that have been shown
to prevent periprocedural stroke are minimal. Some maneuvers like gentle removal of the wire from the catheter,
washing the catheter after removing the wire, being cautious in using contrast injection and avoiding air bubbles
can be performed to minimalization periprocedural stroke. p
p
p
Keywords: Stroke, Primary Percutaneous Coronary Intervention, Acute Coronary Syndrome Stroke during PPCI Stroke during PPCI Stroke during PPCI I
Ind
pISS
Role of External Counterpulsation in Wellens Syndrome
F.B. Jaya1, E. Mulia2, E. Stroke During Primary Percutaneous Coronary Intervention Sari1
Sari Maranatha Sehat Clinic, Bandar Lampung, Indonesia1
Sari Maranatha Sehat Clinic, Ahmad Yani Hospital2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Post-Thrombotic Syndrome: Long Term Sequelae of Deep Vein Thrombosis Complicating by Right
Heart Failure M. Reeiner1, B.A.P.D. Sutanegara2, A.P. Suwirya2
1Faculty of Medicine, Udayana University, Denpasar, Indonesia; 2Vascular Division, Department of Cardiology
and Vascular Medicine, Prof. Ngoerah Hospital, Bali, Indonesia M. Reeiner1, B.A.P.D. Sutanegara2, A.P. Suwirya2
of Medicine, Udayana University, Denpasar, Indonesia; 2Vascular Division, Department of Cardiology
and Vascular Medicine, Prof. Ngoerah Hospital, Bali, Indonesia M. Reeiner1, B.A.P.D. Sutanegara2, A.P. Suwirya2
1Faculty of Medicine, Udayana University, Denpasar, Indonesia; 2Vascular Division, Department of Cardiology
and Vascular Medicine, Prof. Ngoerah Hospital, Bali, Indonesia Role of External Counterpulsation in Wellens Syndrome y y
Keywords: External counterpulsation, Wellens syndrome, coronary system Electrocardiogram (ECG) showed inverted T waves which suited wellens syndrome Electrocardiogram (ECG) showed inverted T waves which suited wellens syndrome Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Post-Thrombotic Syndrome: Long Term Sequelae of Deep Vein Thrombosis Complicating by Right
Heart Failure Background g
Post-thrombotic syndrome (PTS) refers to the chronic manifestations of chronic venous insufficiency (CVI)
following episodes of deep vein thrombosis (DVT), being an important and frequent long-term side effect of
proximal DVT within two years in 20-50% of patients. Case Illustration Role of External Counterpulsation in Wellens Syndrome F.B. Jaya1, E. Mulia2, E. Sari1
Sari Maranatha Sehat Clinic, Bandar Lampung, Indonesia1
Sari Maranatha Sehat Clinic, Ahmad Yani Hospital2 F.B. Jaya1, E. Mulia2, E. Sari1
Sari Maranatha Sehat Clinic, Bandar Lampung, Indonesia1
Sari Maranatha Sehat Clinic, Ahmad Yani Hospital2 Background: Wellens syndrome describes an abnormal typical electrocardiogram (ECG) pattern, deeply inverted
T waves in leads V2 and V3, that are secondary to proximal left anterior descending artery (LAD) stenosis that is
more than 50%. It usually comes with a history of chest pain, normal or slightly elevated cardiac enzymes,
isoelectric or minimally elevated ST segment, preservation of precordial R-wave progression, and no precordial
Q waves. Enhanced external counterpulsation (EECP) is a non-invasive treatment for angina pectoris that is
refractory to pharmacotherapy and revascularization. The popular concept is that EECP may promote collateral
development and improve myocardial perfusion, which may give additional benefit on top of conventional
treatment. Case illustration: A 47-year-old female patient came with typical chest pain and shortness of breath during
activity since 1 month ago and worsened in the last 3 days. She had a history of hypertension and familial history
of coronary artery disease. Physical examination showed normal blood pressure (126/72 mmHg) and normal heart
rate (69 x/m). Electrocardiogram (ECG) showed inverted T waves which suited wellens syndrome. She was given
clopidogrel 75 mg once daily, diltiazem HCl 100 mg once daily, rosuvastatin 20 mg once daily, ranolazine 375
mg twice daily. Echocardiogram showed preserved left ventricular ejection fraction with sign of left anterior
descending wall motion abnormality. After EECP therapy sessions in combination with medical drug therapy, she
was clinically improved. Her functional class and quality of life were improved. She could easily return to her
daily work in the middle of the EECP therapy sessions. Abnormality in the ECG was also altered to sinus rhytm. The Seattle Angina Questionnaire scores was improved from 36 to 62. Conclusion: In this case, EECP has shown promising treatment for Wellens syndrome which gives some
beneficial effects on coronary system. Indonesian Journal of
Cardiology Complex Congenital Heart Defect Case of Infant with Interrupted Aortic Arch Type B and Double Outlet
Right Ventricle p
Case Illustration A 49-year-old male patient with a history of recurrent DVT on right lower extrimity, right heart failure (RHF) and
coronary artery disease post stenting with normal ejection fraction, complained pain, heavy sensation, persistent
swollen and hyperpigmentation of both legs with multiple ulcers since a year before. Duplex ultrasound shows
compression ultrasound negative on the right and left lower extremity vein, positive augmentation on the squeeze-
release test on the right and left popliteal vein, positive reflux with squeeze test right popliteal vein 1.7 s, right
and left femoral vein 1.0 s and 0.9 s, no thrombus was seen in the right and left popliteal vein, left common femoral
vein. In DVT, the inflammatory response and incomplete thrombus acts as a functional obstruction, causes reflux. Pulmonary hypertension and right heart failure are often overlooked, these consequences add to the patient's
burden and give the effect of systemic venous hypertension which will lead to backward failure. Villalta score
can help to diagnose PTS, while DUS can be an additional examination to diagnose chronic vein insufficiency as
a main pathophysiology of PTS. RHF and CVI can be an additive factor in development of PTS, since RHF
worsen the systemic venous hypertension. Lifestyle modification and elastic compression stocking are the
mainstay therapy. While endovascular and surgical correction are still being considered by the patient. Conclusion mainstay therapy. While endovascular and surgical correction are still being considered by the patient. Conclusion
Long-term sustained increase in venous pressure caused by deep vein obstruction and exacerbated by peripheral
venous hypertension due to right heart failure results in the development of severe PTS. Keywords: post thrombotic syndrome, deep vein thrombosis, right heart failure
Lower extrimities bilateral post thrombotic syndrome Long-term sustained increase in venous pressure caused by deep vein obstruction and exacerbated by peripheral
venous hypertension due to right heart failure results in the development of severe PTS. Keywords: post thrombotic syndrome, deep vein thrombosis, right heart failure Lower extrimities bilateral post thrombotic syndrome Lower extrimities bilateral post thrombotic syndrome Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Complex Congenital Heart Defect Case of Infant with Interrupted Aortic Arch Type B and Double Outlet
Right Ventricle Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 62-year-old woman presented with sudden loss of consciousness for 2 hours. Two days ago, she was taken to a
“mantri” (orderly) for abdominal distension and chest tightness, then furosemide (1x20mg), metformin
(2x500mg), glimepiride (2x2mg), ISDN (2x5mg), digoxin (2x0,25mg), and aspirin (1x100mg) were given. After
taking these drugs, the patient complained of cold sweat. Upon examination, she was stuporous (GCS 1-1-3) and
bradycardic 53x/min. Other vital signs were within normal limits. She was also severely hypoglycemic (20g/dl). She became fully awake after 3 flacons of D40% were administered. An AP chest x-ray showed cardiomegaly
with suspicion of early lung edema. The ECG revealed sinus rhythm, with occasional PVCs, inverted T waves in
V1-V2, and down-sloping ST depression as typical illustrations of digoxin effect namely "Salvador Dali sagging"
in V5-V6. In the inpatient room, the patient complained of shortness of breath and malaise, but the blood sugar
was normal (131g/dl). After 5 hours of treatment, the patient's condition suddenly deteriorated rapidly. The blood
pressure became 60/palpation, with bradycardia 48x/min. Unfortunately, no repeated ECG was done. The patient's
condition continued to worsen and she eventually died 30 minutes later after attempted resuscitation.Cardiac
arrhythmias account for most deaths in digitalis intoxication cases and they can occur even when patients are
asymptomatic. Suspicion for digoxin intoxication arises from the history of digoxin consumption twice daily as
an initial dose without monitoring, which is inappropriate. However, its diagnosis couldn’t be established
considering no serum examination was done. ase of Unexpected Death with Incidental Finding of Digoxin Effects on the ECG: who is the culprit? S.D. Rasti1, A.A.R. Sugiarto2, A.P.A. Nuryandi3
RS Tk. II Dr. Soepraoen, Malang, Jawa Timur1
RS Mawaddah Medika, Kab. Mojokerto, Jawa Timur2
RSUD Bhakti Dharma Husada, Surabaya, Jawa Timur3 Background g
Although its current use in clinical practice is declining, digoxin is still known for its beneficial effects on the
management of heart failure and atrial fibrillation cases. Digoxin has a narrow therapeutic window, hence
requiring carefulness in its prescription. Complex Congenital Heart Defect Case of Infant with Interrupted Aortic Arch Type B and Double Outlet
Right Ventricle M. Reeiner1, E. Gunawijaya2, V.K. Yantie2,
1Faculty of Medicine, Udayana University, Denpasar, Indonesia;
2Sanglah General Hospital, Denpasar, Indonesia Background: An interrupted aortic arch is defined as complete discontinuity of the aortic lumen between
segments of the aortic arch, a rare and fatal anomaly, accounting for about 1% of congenital cardiovascular
defects, these congenital abnormalities can coexist with other congenital heart defects and entails a very poor
prognosis without surgical treatment. Case Illustration: A 11-month female with cyanotic congenital heart disease was referred to our center due to
due to perioral and distal cyanosis when crying. Upon examination we found Interrupted aortic arch type B
(Varians) with double outlet right ventricle doubly committed, dilated pulmonary artery, large patent ductus
arteriosus, small atrial septal defect from echocardiography. On cardiac catheterization, the result was consistent
with echocardiography result, with additional information of bicuspid pulmonary artery and severe pulmonary
arterial hypertension. A biventricular approach will be carried out with 2 stages of the procedure. The first stage
is repair of the interrupted aortic arch (end to side anastomosis + A. pulmonary autograft patch with a reverse flap
of left subclavian artery or polytetrafluoroethylene graft), patent ductus arteriosus ligation, pulmonary artery
banding, and will be followed by repeated cardiac catheterization examinations to assess pulmonary artery
resistance. The second stage is pulmonary artery debanding and ventricular septal defect closure using an
intraventricular tunneling patch or perforated patch. Conclusion: Type B IAA accompanied by several other congenital abnormalities is a rare case thus
comprehensive management and involvement of cardiac surgery team is needed to determine the best treatment
plan for the patient, in this case a biventricular approach with 2 stages of surgery will be carried out. Keywords: congenital heart defect, interrupted aortic arch, double outlet right ventricle, cyanotic heart disease ds: congenital heart defect, interrupted aortic arch, double outlet right ventricle, cyanotic heart disease Lower extrimities bilateral post thrombotic syndrome Lower extrimities bilateral post thrombotic syndrome Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Co c us o
Physicians should be thoughtful of the subtle manifestations after digitalis administration attributable to its narrow
therapeutic window. Keywords: digoxin effect, digitalis intoxication, unexpected death Physicians should be thoughtful of the subtle manifestations after digitalis administration attributable to its narrow
therapeutic window. p
Keywords: digoxin effect, digitalis intoxication, unexpected death p
Keywords: digoxin effect, digitalis intoxication, unexpected death y
g
g
p
Figure 1. The ECG performed in the emergency room; the green arrow shows “Salvador Dali sagging”, a mark
of digital effects. Figure 1. The ECG performed in the emergency room; the green arrow shows “Salvador Dali sagging”, a mark
of digital effects. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: AORPA, TOF-PA, PA-VSD, MAPCAS ANOMALOUS ORIGIN OF THE RIGHT PULMONARY ARTERY FROM ASCENDING AORTA: A
RARE CONGENITAL HEART DISEASE CASE F. Yuliani1, Kino1, D. Hariyanto1
RSUP Dr M DJAMIL PADANG1 Background: Anomalous origin of the right pulmonary artery from ascending aorta (AORPA) is a very rare
congenital cardiac malformation that happened 0.1% of all congenital heart disease. Only 5% of this case reported
in adult. The most common condition that related to AORPA is patent ductus arteriosus, Tetralogy of Fallot (TOF),
atrial septal defect, ventricular septal defect (VSD), and coarctatio aorta. Case Illustration: a 11 years old girl, was referred to our hospital due to exertional dyspnoea worsened with time
and mildly improve by resting in the last 2 months before admission. She also had cyanosis in extremities. Her
body weight was 29 kg. The patient already known heart disease since young but never controlled to cardiologist. Physical examination revealed moderate condition. Heart rate was regular, and normal blood pressure and 80%
oxygen saturation. Chest heart sound was pansystolic murmur grade 3/6 at the apex. Laboratory test concluded
polycythemia with Hb 22.1 gr/dl and haematocrit 67%. Her electrocardiography showed sinus rhythm with right
ventricular enlargement and chest radiograph showed cardiomegaly with boot shaped appearance. Echocardiography conclusion was Tetralogy of Fallot-Pulmonary Atresia (TOF-PA), Mayor Aortopulmonary
Collateral Arteries (MAPCAS), good LV and RV function, and left arch. Initially patient was diagnosed with
TOF-PA. After Aortography it was found that there were PA-VSD, AORPA, and arborisation left pulmonary
from MAPCAS. Conclusion: Due to high mortality case, it is important to early diagnose patient with AORPA condition in
order to treat patient as soon as possible with surgical correction and for better prognosis in the future. A high of
clinical suspicion is required especially unexplained heart failure with TOF PA echocardiography as seen in this
case Keywords: AORPA, TOF-PA, PA-VSD, MAPCAS Keywords: AORPA, TOF-PA, PA-VSD, MAPCAS Heart Catheterization of AORPA Heart Catheterization of AORPA Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
A Case Report: ST-Segment Elevation ECG on Hypertension and Diabetes Mellitus Patient with Chest
Pain mimicking STEMI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Case Report: ST-Segment Elevation ECG on Hypertension and Diabetes Mellitus Patient with Chest
Pain mimicking STEMI P.N. Permatasari1, I. Handirosiyanto2
General Practitioner, Baptis Batu Hospital, Malang, Indonesia1
Cardiologist, Baptis Batu Hospital, Malang, Indonesia2 P.N. Permatasari1, I. Handirosiyanto2 P.N. Permatasari1, I. Handirosiyanto2
General Practitioner, Baptis Batu Hospital, Malang, Indonesia1
Cardiologist, Baptis Batu Hospital, Malang, Indonesia2 Background: Electrocardiogram is crucial for diagnosing STEMI because “time is muscle”, the longer the infarct
time, the greater the ischemia and necrosis myocardium. Early and correct diagnoses are needed to make better
decisions, regarding pharmacological or mechanical revascularization. However, recording and interpretation of
12-lead ECG in patients remain challenging. ST-segment elevation also could cause by many non-cardiac
conditions that mimic STEMI. Case Illustration: A 65-year-old Man was transferred to the Cardiology department because of chest pain within
one week and ST-Elevation ECG. He had controlled DM and HT. There was no symptom of typical chest pain,
DOE, or congestion. BP: 150/90 mmHg, HR: 56 times/minute. In general examination no rales, no abnormality
of heart sound, or signs of congestion. The first record showed ST-Elevation in Lead II, III, aVR, aVL, and aVF. Cardiologist re-recorded a 12-lead ECG of the patient. The patient took off all metallic belonging including the
metal belt. The ECG showed no ST-Elevation on all leads. Turn out that in the first record, the patient just took
off his coin and car key from his pocket. He still used a metal belt that made ECG show ST-Elevation in Lead II,
III, aVR, aVL, and aVF. Conclusion: Recording and interpretation of 12-lead ECG are very crucial. Every paramedic and doctor should
be aware that there was no metal in the patient such as a belt, key, coin, or jewel. Metal material made an
electrical disturbance to the recording ECG making it mimics STEMI. g
g
Keywords: Electrocardiogram, Mimicking STEMI, ST-Segment Elevation Figure 1: The First 12-Lead ECG Figure 1: The First 12-Lead ECG Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology ACUTE LIMB ISCHEMIC AS COMPLICATION OF FEMORALIS PUNCTURE : A CASE F.Q. Decroli1, W. Erlanda2, H. Kam3
Department of Emergency Medicine, M Djamil Hospital Padang1
Division of Cardiology Faculty of Medicine, Andalas University / M. Djamil Hospital Padang2
Division of Surgery Faculty of Medicine, Andalas University / M. Djamil Hospital Padang3 Background: Acute limb ischemia is a sudden decrease in limb blood perfusion with an onset of less than 14
days, commonly occurs in lower extremities. Iatrogenic complications related to cardiac catheterization is one of
the potential embolic causes which are related to a sudden decrease in arterial perfusion in the limb. Local
thrombosis of the femoral artery or lower extremity vessel related to the access site is unusual, reported to occur
in less than 1%. In this case report we present who developed ALI due to prior femoralis puncture that had
successful thrombectomy treatment. Case Illustration: 60 years old female patient brought to us with continuous pain on the right foot for three days
and worsened in 24 hours prior to admission. Patient underwent Percutaneous Transluminal Coronary Angioplasty
(PTCA) 4 days before the admission due to CAD2VD. No prior history of intermittent claudicaton before the
procedure, and claudication worsened after the procedure. The right foot felt numb and weak. The fingers were
pale and cold as well. The right foot had no pulsated from popliteal to dorsalis pedis artery, weak brachial pulse
and undetected pulse oximetry result. Doppler Sonography revealed that there was no flow in the right common
femoral artery. On the first day of hospitalization, the patient was scheduled for emergency thrombectomy at M
Djamil Hospital Padang. Follow-up on the seventh-day post-surgery, the patient had no complaints of pain and
pale in the right foot and the popliteal, tibialis, and dorsalis pedis arteries were palpable. Conclusion: Catheter-artery mismatch, the presence of peripheral vascular disease, advance age, cardiomyopathy
and the presence of hypercoagulable states are risk factors of local thrombosis of the femoral artery. In the absence
of predisposing factors, vessel dissection or spasm may also contribute. Early thrombectomy shows excellent
prognosis in this case. p
g
Keywords: acute limb ischemia, femoralis puncture, thrombectomy Case Illustration A 70-year-old male patient was referred to the emergency room from a peripheral hospital for recurrent ventricular
fibrillation. He has a history of gastritis and hypertension. Initially, he came with a seizure after vomiting and
heartburn. He then experienced sudden chest pain and the first cardiac arrest where VF was found on the ECG. Advanced cardiac support was immediately started. During 4 days of treatment, VF episodes occurred daily and
22 defibrillation shocks were administered in total. Historically, some drugs such as furosemide, fondaparinux,
corrective KCL drip, lidocaine, dobutamine, and norepinephrine pump were given. After referral, dobutamine and
norepinephrine were immediately tapered off, while lidocaine was maintained. The patient's condition improved
and the VF did not recur. His echocardiogram revealed decreased LV systolic function (EF 31%) and eccentric
LVH with grade II diastolic dysfunction. He was assessed with recurrent cardiac arrest due to coronary artery
disease with old myocardial infarct, ischemic cardiomyopathy, and hypertensive heart disease. A week later, he
was well recovered and scheduled for ICD insertion and PCI at the central referral hospital. Malignant ventricular
arrhythmias may be observed in dobutamine use at any dose. Patients with underlying arrhythmia, heart failure,
or ischemic heart disease are at greater risk of proarrhythmia. The suspected involvement of inotropic in the
development of recurrent VF in this patient is supported by clinical improvement after its tapering. Background Background
Inotropic and vasopressor agents are becoming cornerstones of therapy for the treatment of important
cardiovascular syndromes. These agents increase myocardial oxygen consumption and can exert proarrhythmic
effects. A 70-years-old male who survived 22 times of defibrillation shocks after inotropes-induced recurrent
ventricular fibrillation S.D. Rasti1, A.P.A. Nuryandi2, A.A.R. Sugiarto3, F. Hartono4
RS Tk. II Dr. Soepraoen, Malang, Jawa Timur1
RSUD Bhakti Dharma Husada, Surabaya, Jawa Timur2
RS Mawaddah Medika, Kab. Mojokerto, Jawa Timur3
Department of Cardiology and Vascular Medicine, RSPAL Dr. Ramelan, Surabay S.D. Rasti1, A.P.A. Nuryandi2, A.A.R. Sugiarto3, F. Hartono4
RS Tk. II Dr. Soepraoen, Malang, Jawa Timur1
RSUD Bhakti Dharma Husada, Surabaya, Jawa Timur2
RS Mawaddah Medika, Kab. Mojokerto, Jawa Timur3
t of Cardiology and Vascular Medicine, RSPAL Dr. Ramelan, Surabaya, Jawa Timur4 S.D. Rasti1, A.P.A. Nuryandi2, A.A.R. Sugiarto3, F. Hartono4
RS Tk. II Dr. Soepraoen, Malang, Jawa Timur1
RSUD Bhakti Dharma Husada, Surabaya, Jawa Timur2
RS Mawaddah Medika, Kab. Mojokerto, Jawa Timur3
Department of Cardiology and Vascular Medicine, RSPAL Dr. Ramelan, Surabaya, Jawa Timur4 Aneurysmatic Patient Presenting with ST-Elevation Myocardial Infarction: Role of Multimodality
Imaging in Emergency Setting Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
A 70-years-old male who survived 22 times of defibrillation shocks after inotropes-induced recurrent
ventricular fibrillation
S.D. Rasti1, A.P.A. Nuryandi2, A.A.R. Sugiarto3, F. Hartono4 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology A 70-years-old male who survived 22 times of defibrillation shocks after inotropes-induced recurrent
ventricular fibrillation Aneurysmatic Patient Presenting with ST-Elevation Myocardial Infarction: Role of Multimodality
Imaging in Emergency Setting Aneurysmatic Patient Presenting with ST-Elevation Myocardial Infarction: Role of Multimodalit
Imaging in Emergency Setting Y.A. Fikri1, E.P.B. Mulia2, F.W. Nugroho2 g
General Practitioner, Dr. Soetrasno Regional General Hospital Rembang1 Department of Cardiology and Vascular Medicine, Dr. Soetrasno Regional General Hospital Rem Background: Aortic dissection with concurrent ST-elevation myocardial infarction (STEMI) is rarely reported. As the proportion of myocardial infarction is higher in the emergency setting compared to aortic dissection, the
diagnosis of aortic dissection may be overlooked, and it can be potentially fatal. By using bedside available
information, detailed history taking and multimodality imaging in the emergency setting, it is possible to avoid a
mistaken diagnosis. Here we present a case of aortic aneurysm presenting with anterior STEMI. Case Illustration: A 79-year-old woman was admitted to our emergency department with decreased
consciousness. Shortly before the patient went unconscious, she had a short episode of dyspnea. Her ECG showed
marked ST elevation in the anterior leads (Figure 1A). However, her chest radiograph revealed mediastinal
widening and a prominent aortic knob (Figure 1B). Due to suspicion of aortic dissection from the chest
radiograph and loss of consciousness, which may be a sign of malperfusion syndrome of aortic dissection, bedside
handheld echocardiography was then performed. It revealed hypokinesis of anterior and anteroseptal walls,
pericardial effusion, and dilated aortic root to ascending aorta with severe aortic regurgitation. The presence
intimal flap can not be clearly excluded. Based on her imaging and clinical findings, aortic dissection was
suspected and thrombolysis was postponed. The patient proceeded to undergo triple-rule-out computed
tomography, from which the finding of ascending aortic aneurysm was noted, along with multiple stenosis of
LAD (moderate-to-severe) and LCx (moderate), and there was no presence of false lumen. Conclusion: Acute aortic dissection should be considered as a differential diagnosis in patients presenting with
symptoms suggesting acute coronary syndrome. A suspected case of acute aortic dissection should necessitate
further imaging studies. Therefore, multimodality imaging plays a vital role in the emergency setting, as it may
avoid fatal consequences of misdiagnosis and mistreatment. q
g
Keywords: aortic aneurysm, aortic dissection, myocardial infarction, chest pain, imaging, emergency A) ECG showed marked ST elevation in the anterior leads. B) Chest radiograph revealed mediastinal widening
and a prominent aortic knob. A) ECG showed marked ST elevation in the anterior leads. B) Chest radiograph revealed mediastinal widening
and a prominent aortic knob. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Electrolyte imbalances, ischemia, catecholamines, and inotropes may worsen arrhythmias and increase ventricular
susceptibility to sustained arrhythmias. The likelihood of both successful resuscitation and survival of a cardiac
arrest patient is inversely proportional to the total number of defibrillation shocks required for cardioversion. Therefore, be mindful of handling it. Keywords: ventricular fibrillation, inotropes, arrhythmias, recurrent VF, defibrillation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1. The ECG 3 days upon referral; after dobutamine and norepinephrine were tapered off, bigeminy and
occasional PVC were still found Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. The ECG 3 days upon referral; after dobutamine and norepinephrine were tapered off, bigeminy and
occasional PVC were still found g p
CASE ILLUSTRATION A 56-year-old woman presented with shortness of breath and leg swelling, as well as high fever and no other
symptoms. Her vital signs showed a high heart rate and blood pressure, and her physical examination revealed
lung rales, a systolic murmur, and edema in her legs. Chest X-ray revealed an enlarged heart. Echocardiography
showed vegetation and mitral regurgitation (fig.1). Modified Duke criteria were used to diagnose vegetation and
history of fever as 1 major and 1 minor criteria yield in diagnosing possible endocarditis. Blood cultures were
performed with negative results. The previous use of antibiotics is thought to be the cause of the negative blood
culture result. BLOOD CULTURE NEGATIVE IN NATIVE VALVE INFECTIVE ENDOCARDITIS N. Syauqi1
1Tarakan General Hospital, Jakarta, Indonesia
Corresponding author email: dr.nafisadnan@gmail.com ABSTRACT
BACKGROUND Infective endocarditis is a serious cardiac condition characterized by inflammation of the heart's endothelium,
with a mortality rate of up to 30%. Diagnosis relies on symptoms, blood cultures, and echocardiography. However,
diagnosing the disease becomes more complex when blood cultures yield negative results, which occurs in about
20% of cases, making prompt diagnosis and treatment difficult. CONCLUSION Diagnosing infective endocarditis (IE) is difficult due to patients lack of distinctive symptoms, despite the high
mortality rate associated with IE. The results of supporting examinations and the establishment of diagnosis based
on clinical criteria, supporting tests, and microbiological examinations remain crucial in diagnosing IE. Negative
blood culture results still challenge establishing a diagnosis and initiating therapy. The presence of structural
abnormalities and complications of heart failure are the main considerations for performing valve replacement. Keywords: invective endocarditis, valvular disease HYPERKALEMIA IN CHRONIC HEART FAILURE IS INVISIBLE, INSIDIOUS, AND DEADLY: A
CASE REPORT A.I. Pramesti1, Z. Ramadhanty1
Faculty of Medicine, Sebelas Maret University1 Background:Hyperkalemia is an increased level of serum potassium >5,5 mmol/L that shows nonspecific signs
such as bowel and muscle discomfort, paralysis, and arrhythmias that lead to cardiac arrest. ECG examination
shows specific abnormalities and helps with the diagnosis. We report a case of a chronic heart failure patient with
severe hyperkalemia who showed no specific signs, symptoms, and ECG abnormalities. Case Illustration:A 71-year-old woman with a history of chronic heart failure came to the polyclinic for monthly
control, with the results of blood tests was severe hyperkalemia with a K+ value of 8.09mmol/L, increased ureum
126 mg/dl and creatinine 2 .87 mg/dL. The patient comes asymptomatic. Patient's heart rate was 63 bpm
regular, blood pressure was 108/56mmHg, respiratory rate was 16breaths/min, and oxygen saturation was 98%. Physical examination of the heart revealed heart murmurs in the pansystolic mitral and tricuspid areas with grade
2/6, low pitch, without radiating. Other physical examination found no abnormalities. Electrocardiogram showed
physiological left axis deviation, complete left bundle branch block, 2:1 advanced AV block degree 2, left
ventricular hypertrophy, anterior T wave inversion, and poor r wave progression, and did not showed
hyperkalemia. Echocardiography results showed significant improvement in left ventricular systolic function
compared to the result three months earlier. Patients routinely take aspirin, simvastatin, amlodipine, bisoprolol,
candesartan, spironolactone, thyrozol, and furosemide. The patient denied any history of kidney disease or
diabetes mellitus. Severe hyperkalemia was successfully treated after potassium correction. Conclusion:Patients with heart failure with comorbidities in the form of kidney disease and receiving drugs with
the effect of reducing excretion of potassium may cause hyperkalemia which does not show signs, symptoms, or
typical ECG features. Assessment of risk factors, understanding the mechanism of the drugs, and periodic
examination of serum electrolytes can prevent hidden hyperkalemia thereby reducing mortality and morbidity. erkalemia, Chronic Heart Failure, Acute Kidney Injury
Figure 1. Patient’s Electrocardiogram Keywords: Hyperkalemia, Chronic Heart Failure, Acute Kidney Injury Figure 1. Patient’s Electrocardiogram Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Keywords: invective endocarditis, valvular disease Keywords: invective endocarditis, valvular disease Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
A Rare Case of Torsade de Pointes Following Dental Procedure: Idiosyncratic or Common Adverse
Reaction? A Rare Case of Torsade de Pointes Following Dental Procedure: Idiosyncratic or Common Adverse
Reaction? A Rare Case of Torsade de Pointes Following Dental Procedure: Idiosyncratic or Common Adverse
Reaction? C.J. Purba1, S.D.T. Sitanggang2, A.E. Prasetia1
Putri Hijau Hospital, Medan1
RSUD Pakuhaji, Tangerang2 Background : Ventricular arrhythmia is one of most lethal complication following a heart attack. However, not
all ventricular arrhythmia solely caused by primary cardiac problems yet it can also be precipitated by extrinsic
factors. One of the most common extrinsic factors causing ventricular arrhythmia is drug-induced ventricular
arrhythmia. In this report, we aim to present a rare case of polymorphic ventricular tachycardia, particularly
Torsade de Pointes (TdP), that was induced during dental procedure after local anesthesia drug injection. Case Illustration : A 49-year-old male with pulp necrosis came into dental polyclinic to undergo tooth extraction. He had no previous medical history. Before the procedure, local anesthesia was performed using lidocaine-
epinephrine solution (lidocaine HCl 40 mg, epinephrine 0.025 mg). The patient was frightened and anxious, thus
the procedure took longer than expected. Second lidocaine-epinephrine injection of the same dose was
administered after the patient started to feel pain. Several minutes after the second dose, he started to experience
palpitations, tremor, and diaphoresis. The patient was then admitted to the emergency room and
electrocardiography (ECG) examination was performed. ECG showed TdP waveform as depicted in Figure 1. Hemodynamic was stable and bedside monitor was placed. After <1 minute, his heart rate spontaneously
recovered to a normal sinus rhythm. He was admitted to the intensive care unit and no recurrence of TdP was
observed. Lab results were unremarkable. The patient was discharged after 3 days of hospitalization. Conclusion : This case demonstrates that a healthy patient without any heart disease may experience a brief
episode of Torsade De Pointes even after receiving a clinical dose of epinephrine-lidocaine local injection. Catecholamines surge was suggested as the underlying mechanism. Therefore, patients who received epinephrine-
containing anesthesia need to be monitored for any possible major cardiovascular side effects. eywords: Torsade de Pointes, catecholamine, arrhythmia, dental procedure, adverse reaction
Documented TdP and patient’s baseline ECG, taken almost simultaneously. Keywords: Torsade de Pointes, catecholamine, arrhythmia, dental procedure, adverse reaction Documented TdP and patient’s baseline ECG, taken almost simultaneously. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Facing Up Complex Coronary Bifurcation Lesion with Left Main Involvement: The Upfront 2 Stents
Method Subiyanto1, C. Kurniawan1, G. Soemara1, J.A. Pangemanan1, A.L. Panda1
Department of Cardiology and Vascular Medicine Sam Ratulangi University Prof. Dr. R.D. Kandou General
Hospital Manado, Indonesia1 Subiyanto1, C. Kurniawan1, G. Soemara1, J.A. Pangemanan1, A.L. Panda1
Department of Cardiology and Vascular Medicine Sam Ratulangi University Prof. Dr. R.D. Kandou General
Hospital Manado, Indonesia1 Background : Bifurcation lesion accounts for 15-20% of all percutaneous coronary intervention (PCI) leads to
more complex procedures especially involving left main branch. Approaching this complex lesion, provisional or
planned two stents are the choices. PCI procedure on bifurcation lesion with LM involvement by upfront two
stents method, T- stenting will be shared through this case report. Case Illustration: A 57 years old male admitted into Emergency Department due to a typical angina chest pain
during treadmill and his resting ECG 12-lead showed sinus rhythm with slight elevation at lead AVR and V1, ST
depression at lead I, II, AVL, AVF, V4-6 as well as LVH with strain without any changes after serial ECG. Patient
has been previously diagnosed of chronic coronary syndrome with recent echocardiography showed normal
ejection fraction at 65%, global normokinetic. Cardiac markers of troponin T in normal range and not rising as
well as the creatinine kinase level. During the procedure, coronary angiography revealed left main bifurcation
lesion Medina 1-1-1 with significant lesion in proximal LAD (90%) and osteal LCx (80%). As the side branch
(LCx) diameter is > 2.5mm, lesion length > 10mm, and bifurcation lesion angle > 70, It fulfilled the requirement
of complex bifurcation lesion, which demands two-stents strategy. Our operator was, then, chose a T-stenting
method by first preparing the lesion by dilating the main vessels, then deploying side branch stent followed by
main vessel (LM-LAD) stent; lastly, kissing balloon inflation in the bifurcation site and Proximal Optimalization
Technique of main vessel afterward. The procedure resulted in TIMI flow 3 without complications. C
l
i
Th
h d i b
i d i
l
bif
i
l
i
T
i
h i
i
h Conclusion: The two-stents method is best suited in complex bifurcation lesion. T-stenting technique is the
primary option when the angle of the bifurcation is close to 900. rds: Bifurcation Lesion, Intervention Cardiology, PCI, T-stenting, Two-stents method
Figure 1. Coronary angiography results pre- and post stenting Keywords: Bifurcation Lesion, Intervention Cardiology, PCI, T-stenting, Two-stents method Figure 1. Facing Up Complex Coronary Bifurcation Lesion with Left Main Involvement: The Upfront 2 Stents
Method Coronary angiography results pre- and post stenting Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Non-ST-segment Elevation Acute Coronary Syndrome Presenting with Acute Pulmonary Oedema and
Gastro-Intestinal Bleeding: Thrombosis vs Bleeding Risk Management Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Non-ST-segment Elevation Acute Coronary Syndrome Presenting with Acute Pulmonary Oedema and
Gastro-Intestinal Bleeding: Thrombosis vs Bleeding Risk Management Non-ST-segment Elevation Acute Coronary Syndrome Presenting with Acute Pulmonary Oedema and
Gastro-Intestinal Bleeding: Thrombosis vs Bleeding Risk Management H.T. Abdurrahman1, Haikal2
Cardiology Resident, Faculty of Medicine, Airlangga University1
sultant, Department of Cardiology and Vascular Medicine, Gatot Soebroto Army Central
Hospital2 H.T. Abdurrahman1, Haikal2
Cardiology Resident, Faculty of Medicine, Airlangga University1
Cardiology Consultant, Department of Cardiology and Vascular Medicine, Gatot Soebro
Hospital2 H.T. Abdurrahman1, Haikal2
Cardiology Resident, Faculty of Medicine, Airlangga University1
Cardiology Consultant, Department of Cardiology and Vascular Medicine, Gatot Soebroto Army Central
Hospital2 Background: Non-ST-segment Elevation Acute Coronary Syndrome (NSTE-ACS) presenting with acute
pulmonary oedema has a high risk of mortality and morbidity and should be treated with an intervention strategy. However, some of these patients may develop gastro-intestinal bleeding (GIB) before an intervention strategy is
performed. The risk of bleeding was higher in this case. Case illustration: A 52-year-old man came to the ED of Gatot Soebroto Army Central Hospital after complaining
of severe shortness of breath. Several hours earlier, the patient had complained of epigastric pain accompanied by
diaphoresis. His BP was 192/118 mmHg, oxygen saturation was 68%, and rales in half of his both lungs on
physical examination. The ECG showed T inverted in lead II, III, and aVF. Laboratory findings showed an
increase in Troponin I level. The patient was diagnosed with NSTEMI very high risk, acute pulmonary oedema,
and hypertensive emergency. He was then intubated after initial treatment of acute pulmonary oedema failed to
relieve his condition. DAPT was given using an NGT, and an intervention strategy was planned. However, NGT
showed GIB, and the intervention strategy was postponed. He was managed by a multidisciplinary team with a
gastroenterohepatologist. Conclusion: NSTE-ACS with acute pulmonary oedema carries a high risk of mortality, and GIB makes the
condition more complex. The risk of thrombosis and bleeding should be managed by a multidisciplinary team. Even though this condition should be treated with an intervention strategy, the timing of the intervention itself
should be managed to the patient’s condition. Keywords: NSTE-ACS, acute pulmonary oedema, GIB Indonesian J
Cardiol
Indonesian J Cardiol 2
pISSN: 2830-3105 / eI
doi: 10.30701/
Sleep-Bruxism: Is it a New Sign of Hypertension and Other Cardiovascular Disease? S. Chandra1, A.A. Lukito1, R.A.P. Fernandes1, H. Hutabarat1, I. Sabrina1
Siloam Hospital Lippo Village1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Sleep-Bruxism: Is it a New Sign of Hypertension and Other Cardiovascular Disease? S. Chandra1, A.A. Lukito1, R.A.P. Fernandes1, H. Hutabarat1, I. Sabrina1
Siloam Hospital Lippo Village1 Background Sleep disordered breathing is a common and serious health problem. Accordingly to epidemiological
data, it may affect about 20% of the adult population. The majorities are not aware of the disease. Bruxism is
associated with increased masticatory muscle activity during sleep, which may be phased or tonic. It is estimated
that the incidence of bruxism in the adult population is 13%. Sleep bruxism is associated with blood pressure
fluctuations during sleep. Arousals and body movement often occur with sleep bruxism and can impact the
magnitude of this blood pressure surge. g
p
g
Case Illustration A 57-year-old woman presented with unstable blood pressure, with a previous medical history
of hypertension for 2 years ago, and prediabetic state. On physical examination, blood pressure 130/77 mmHg,
pulse 70 bpm regular, BMI scale was obese. Before diagnosed hypertension, patient did not snore when sleep, but
had grinding her teeth when sleep since a long time ago. Treadmill Stress Test revealed negative ischemic
response, hypertension at peak exercise around 220/62 mmHg. Therefore suggestion for this case was losing
weight (exercise and intermittent fasting), and blood pressure medication. g
(
g)
p
Conclusions Sleep bruxism is associated with external factors (such as stress, anxiety) and OSA. Most sleep
bruxism episodes are under the transient influence of cardiac sympathetic activity (as a promoter of arousal), as
shown in a rapid rise in heart rate at the onset of rhythmic masticatory muscle activity (time domain estimate of
heart rate acceleration (tachycardia) or deceleration (bradycardia) during recurrent sleep arousal. In this case, this
patient had a sleep bruxism since a long time ago but did not aware. Even though the patient tells did not has sleep
apnea but her BMI was obese prone to OSA. Next examination for definitive diagnostic was polysomnography
for OSA and sleep bruxism. rtension, Sleep-bruxism, Cardiovascular-disease
Pathophysiologic Links Between Sleep-bruxism and Hypertension Keywords: Hypertension, Sleep-bruxism, Cardiovascular-disease Keywords: Hypertension, Sleep-bruxism, Cardiovascular-disease Pathophysiologic Links Between Sleep-bruxism and Hypertension THROMBOEMBOLECTOMY ON A RARE CASE OF ACUTE UPPER LIMB ISCHEMIC
RUTHERFORD IIA WITH ATRIAL FIBRILATION D.B. Lululangi1, H.A.K. Cantika1, M.B.S. Ilham2, R.P. Wicaksono3, R. Putra4
General Practitioner, KRMT Wongsonegoro State Hospital, Semarang, Indonesia1
Internship Doctor, Bhayangkara Hospital, Denpasar, Indonesia2
Department of Cardiothoracic Surgery, KRMT Wongsonegoro State Hospital, Semarang, Indonesia3
Department of Cardiology, KRMT Wongsonegoro State Hospital, Semarang, Indonesia4 D.B. Lululangi1, H.A.K. Cantika1, M.B.S. Ilham2, R.P. Wicaksono3, R. Putra4
General Practitioner, KRMT Wongsonegoro State Hospital, Semarang, Indonesia1
Internship Doctor, Bhayangkara Hospital, Denpasar, Indonesia2
Department of Cardiothoracic Surgery, KRMT Wongsonegoro State Hospital, Semarang, Indonesia3
Department of Cardiology, KRMT Wongsonegoro State Hospital, Semarang, Indonesia4 Background: Acute Upper Limb Ischemia (AULI) is a rare condition compared to lower limb ischemia,
accounting for less than 5% of all cases and predominantly associated with atrial fibrillation. Despite the
management of AULI can be conservative, however, revascularization procedure remains the treatment of choice. Case Illustration: A 77-year-old female was referred to our emergency unit with the sudden, 8-hour onset of
severe pain in the left arm accompanied by paresthesia and paralysis. The patient had a history of hypertension,
underlying cardiac condition, and absence of prior traumatic incidents. Physical examination presented grade II
hypertension with an irregular, weakened left radial pulse of 40 bpm, compared to a right radial pulse of 80 bpm. Neurovascular assessment of the left arm revealed poikilothermic and pallor extremity with finger oxygen
saturation of 57%, 76%, -, -, and 83%, respectively. There were sensory deficits at the C4-C5 dermatome level
with a subsequent decline of motoric arm strength at elbow level to fingertips. Cardiomegaly and atrial fibrillation
were then found during further exams. From the doppler ultrasound, there was a thrombus in the left brachial
artery hence patient confirmed the diagnosis of AULI grade IIA according to the Rutherford classification. Furthermore, the patient received anticoagulants, antiarrhythmic, and antihypertensive. Thromboembolectomy
was then performed using a Fogarty catheter and a thrombus of approximately 5 ccs was obtained. The patient
showed clinical improvement in the left arm, including optimal pulse oximetry level, adequate arterial pulse, and
relief of symptoms. Postoperative transthoracic echocardiography reported no thrombi were recorded. The patient
was discharged after being stabilized in ICU for further outpatient treatment. with a subsequent decline of motoric arm strength at elbow level to fingertips. Cardiomegaly and atrial fibrillation
were then found during further exams. From the doppler ultrasound, there was a thrombus in the left brachial
artery hence patient confirmed the diagnosis of AULI grade IIA according to the Rutherford classification. BACKGROUND Atrial septal defect and Ventricular septal defect are the most common type of congenital heart disease. There is
an uncommon type of those communication anomaly, a left ventricle to right atrium connection, which is called
the Gerbode defect. In this case we present incidental finding of VSD with Gerbode physiology. CASE ILLUSTRATION A term and fit 2-day-old neonate were referred from pediatrician for congenital heart disease screening. She came
to ER with melena 1 day before admission. There is no cyanosis and dyspnea. On physical examination, vital sign
is within normal limit, a holosystolic grade 3/6 murmur was found on the lower left sternal border. Trans-thoracic
echocardiography showed a secundum ASD 2,1mm with left to right shunt and VSD 3,2mm with left to right
shunt to right atrium and right ventricle. This condition matches the gerbode defect which caused by the
connection between the left ventricle and the right atrium, resulting in high flow from the left ventricle into the
right heart. A high doppler gradient is one of the hallmarks of the Gerbode (1) Without early intervention, VSD
Gerbode and ASD may causing early-onset Eisemenger syndrome. y
g
y
g
y
After stabilization, patient was referred to the tertiary hospital to undergo further assessment. 1 Department of Cardiology and Vascular Medicine, Faculty of Medicine Diponegoro University- Dr. Kariadi
Central General Hospital, Semarang, Indonesia D.J. Pesireron, D. Nugraha, P. Ardhianto, A.Y.A.B. Muchtar, S. Sungkar1, THROMBOEMBOLECTOMY ON A RARE CASE OF ACUTE UPPER LIMB ISCHEMIC
RUTHERFORD IIA WITH ATRIAL FIBRILATION Furthermore, the patient received anticoagulants, antiarrhythmic, and antihypertensive. Thromboembolectomy
was then performed using a Fogarty catheter and a thrombus of approximately 5 ccs was obtained. The patient
showed clinical improvement in the left arm, including optimal pulse oximetry level, adequate arterial pulse, and
relief of symptoms. Postoperative transthoracic echocardiography reported no thrombi were recorded. The patient
was discharged after being stabilized in ICU for further outpatient treatment. g
g
p
Conclusion: AULI represents a vascular emergency, which requires timely recognition and treatment. Revascularization without delay should be considered once there are signs of severe, progressive ischemia for
enhancing long-term patient outcomes. eywords: acute upper limb ischemia, thromboembolectomy
Comparison of finger oxygen saturation before thrombolembolectomy (left) and after (right) showed
improvement. Keywords: acute upper limb ischemia, thromboembolectomy Keywords: acute upper limb ischemia, thromboembolectomy Comparison of finger oxygen saturation before thrombolembolectomy (left) and after (right) showed
improvement. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Early Diagnosis of Rare Type Ventricular Septal Defect: A Gerbode Defect Case Report
T.L.J. Putri1, M.R.M.P. Sinurat1
RSUD Cileungsi1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background: g
Post Cardiac Injury Syndrome (PCIS) is an inflammatory syndrome secondary to cardiac injury that develop after
percutaneous cardiac intervention such as catheter ablation. Acute post-ablation pericardial effusion as a
manifestation of PCIS is a common complications of atrial fibrillation ablation but its occurrence following an
uneventful PVC catheter ablation is rare. Case Illustration: 47-year-old women with complaints of frequent palpitations. Holter monitoring showed frequent premature
ventricular contraction (PVC) with episodes of non-sustained ventricular tachycardia. Patient was referred for an
electrophysiological study and catheter ablation. During the procedure ventricular tachicardia with right
ventricular outflow tract (RVOT) origin was recorded. A total of four radiofrequency (RF) burns were applied to
the anterior and posterior-mid septal region of RVOT. In the following day, the patient complained of severe chest
discomfort with a slight dyspneu, relieved when she’s leaning forward. 12 lead ECG examinations showed ST
elevation in almost all lead (lead I, II, II, avF, avL, V4-V6), with PR depression. Laborartory findings showed
elevated CRP and Troponin, Transthoracic echocardiography revealed circumferential pericardial effusion. The
patient was diagnosed with PCIS and initiated on NSAID, steroid and low-dose colchicine. At a 5-day follow-
up, the patient was free of symptoms and the pericardial effusion was diminished. Conclusion: Pericarditis as a manifestation of Post Cardiac Injury Syndrome (PCIS) although rarely occurred following a PVC
catheter ablation, can still happen. Early identification and prompt treatment is vital to mitigate the complication. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keyword: Post cardiac injury syndrome, inflammation, ablation, pericardial effusion CONCLUSION Trans-thoracic echocardiography can be used to detect CHD. CHD screening should be encouraged in any
certain condition because some CHD might be asymptomatic. By doing early screening, we can lower the
mortality and morbidity of CHD in the future. y
y
Keywords: Gerbode defect, Ventricular Septal Defect, Atrial Septal Defect, Congenital heart disease Echocardiography showed a left ventricle and right atrium connection which is calle a Gerbode defect Echocardiography showed a left ventricle and right atrium connection which is calle a Gerbode defect When the Cure Causes the Pain: Post-Cardiac Injury Syndrome Following Ventricular Tachycardia
Ablation D.J. Pesireron, D. Nugraha, P. Ardhianto, A.Y.A.B. Muchtar, S. Sungkar1, J. Pesireron, D. Nugraha, P. Ardhianto, A.Y.A.B. Muchtar, S. Sungkar1, Background g
ARNI (angiotensin receptor-neprilysin inhibition) is a new therapy for the treatment of heart failure with low EF. ARNI can cause ventricular remodeling within 12 months by increasing mean LVEF and clinically decreasing the
LVEDV and LVESV indices. Case Illustration A 64-year-old female patient came to the emergency room of the Islamic Hospital Ibnu Sina Padang with
complaints of shortness of breath since 4 months ago, which had increased since 2 days before hospitalization. Shortness of breath appears when doing moderate activity. The patient also complained of swelling in both legs
and claimed to have lost 3–4 kg in one month. The patient had a smoking habit and a history of diseases such as
hypertension, diabetes, and dyslipidemia. On Day 2 of hospitalization, therapy with ARB (angiotensin receptor
blocker) was replaced with ARNI 2x50mg. The results of echocardiography on January 9, 2021, showed that the
global LV systolic function decreased with an EF of 28%. Furthermore, on August 30, 2021, echocardiography
showed an increase in EF to 41%. On February 18, 2022, echocardiography showed an increase in EF to 60%. The patient had a history of PCI 1 stent in mid LAD complete revascularization on April 1, 2022. REVERSE CARDIAC REMODELLING IN ADVANCED HEART FAILURE PATIENT R. Sebastian1, M. Putra2
1Departement of emergency, Ibnu Sina Padang Hostpital, West Sumatra, Indonesia. 2Departement of Cardiology, Ibnu Sina Padang Hostpital, West Sumatra, Indonesia. Keywords: Post cardiac injury syndrome, inflammation, ablation, pericardial effusion Keywords: Post cardiac injury syndrome, inflammation, ablation, pericardial effusion Keywords: Post cardiac injury syndrome, inflammation, ablation, pericardial effusion Conclusion Conclusion
According to the trial of PARADIGM-HF and the related prospective observational study PROVE-HF, ARNI
was presented. ARNIs play a role in remodeling of the ventricles by increasing levels of natriuretic peptides and
blocking the effects of angiotensin II. According to the trial of PARADIGM-HF and the related prospective observational study PROVE-HF, ARNI
was presented. ARNIs play a role in remodeling of the ventricles by increasing levels of natriuretic peptides and
blocking the effects of angiotensin II. g
g
Keywords: Heart Failure, ARNI, Ejection Fraction, Ventricular Remodeling Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Acute Dyspnea in Young Obese Women with Pulmonary Hypertension Sign. What is Your Immediate
Diagnosis? Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology ACUTE PULMONARY EMBOLISM AND BIVENTRICULAR THROMBUS IN PERIPARTUM
CARDIOMYOPATHY M.R. Giovanno1, I.R. Yose2, M. Yanni3, M. Syafri4, M. Syukri5
Cardiology Resident of Cardiology and Vascular Medicine, Andalas University/ DR. M. Djamil General
Hospital, Padang, West Sumatera, Indonesia. Department of Cardiology and Vascular Medicine, Andalas University/ DR. M. Djamil General Hospital,
Padang, West Sumatera, Indonesia. M.R. Giovanno1, I.R. Yose2, M. Yanni3, M. Syafri4, M. Syukri5
Cardiology Resident of Cardiology and Vascular Medicine, Andalas University/ DR. M. Djamil General
Hospital, Padang, West Sumatera, Indonesia. Department of Cardiology and Vascular Medicine, Andalas University/ DR. M. Djamil General Hospital,
Padang, West Sumatera, Indonesia. Background: Venous thromboembolism (VTE) is a common cardiovascular syndrome that presents as deep
vein thrombosis (DVT) or pulmonary embolism (PE). Peripartum cardiomyopathy (PPCM) is a rare cardiac
disorder that leads to heart failure in the last month of pregnancy or up to five months postpartum. PPCM
patients are at an increased risk of thromboembolic complications due to a hypercoagulable state. Case Illustration: we present a case of a 40-year-old female who presented with acute onset dyspnea and chest
pain six weeks postpartum. Echocardiography revealed biventricular thrombi and an acute PE. The patient was
started on heparin and thrombolytic and subsequently transitioned to warfarin. She was also started on heart
failure therapy with angiotensin-converting enzyme inhibitors, beta-blockers, and diuretics. Follow-up
echocardiography showed complete resolution of the thrombi and normalization of left ventricular function. The
patient was discharged with recommendations for long-term anticoagulation and close follow-up. PPCM is a
rare but serious condition that requires a high level of suspicion for timely diagnosis and management. VTE is a
common complication of PPCM that can lead to significant morbidity and mortality. Anticoagulation therapy
with heparin followed by oral anticoagulant is the standard of care. The use of thrombolytic therapy should be
reserved for patients with massive or sub-massive PE and careful consideration of the potential risks and
benefits is required. In addition to anticoagulation, heart failure therapy is also essential. Conclusion: This case highlights the importance of considering acute PE in the differential diagnosis of
dyspnea and chest pain in PPCM patients. A multidisciplinary approach involving cardiology, obstetrics, and
hematology is required for the optimal management of these patients. Anticoagulation therapy with heparin
followed by oral anticoagulant and heart failure therapy is essential. Follow-up echocardiography is necessary to
assess the resolution of thrombi and recovery of left ventricular function. Acute Dyspnea in Young Obese Women with Pulmonary Hypertension Sign. What is Your Immediate
Diagnosis? Acute Dyspnea in Young Obese Women with Pulmonary Hypertension Sign. What is Your Immedi
Diagnosis? S.J. Sitorus1, M.R. Amadis1
Department of Cardiology and Vascular Medicine, University Airlangga Dr Sutomo Hospital, Surabaya,
Indonesia1 S.J. Sitorus1, M.R. Amadis1
Department of Cardiology and Vascular Medicine, University Airlangga Dr Sutomo Hospital, Surabaya,
Indonesia1 S.J. Sitorus1, M.R. Amadis1
Department of Cardiology and Vascular Medicine, University Airlangga Dr Sutomo Hospital, Surabaya,
Indonesia1 Background Acute pulmonary embolism is a prevalent and potentially life-threatening cardiovascular
condition. It may not be easy to immediately diagnose for non-specific clinical presentations that mimic many
other common diagnoses. This is a paradox with the availability of effective treatment, which should be started
as soon as possible. Case Illustration A twenty-nine-year-old woman with acute dyspnea was consulted for cardiomegaly finding in
a chest x-ray from the pulmonology department with suspected pneumonia in the emergency department. She
denies chest pain, immobility, leg swelling, and any medical problem before. Her blood pressure was 102/69
mmHg, heart rate was 98 b.p.m, respiratory rate 30 b.p.m, with oxygen saturation was 78% on ambient air. Her
weight was 90kg with a height of 152cm. From physical examinations, we found seems symmetrical leg size. An
electrocardiogram (ECG) showed sinus rhythm 93x/' with a sign of right ventricular hypertrophy. Echocardiography revealed pulmonary hypertension signs with right ventricular dysfunction (TAPSE 1,2 cm). We suspicious the possibility of acute pulmonary embolism and relook at the ECG that found S1Q3T3. We take
a photo of both legs to evaluate more objectively and found a slightly bigger size on the right side. We perform
duplex ultrasonography and found a thrombus of the right femoral vein. We asked for CT-pulmonary angiography
confirming a left pulmonary artery thrombus. The patient was taken over to the cardiology department, and
anticoagulation was started immediately. Conclusion We report a case of an unprovoked acute pulmonary embolism in a young obese woman. This patient's
absence of classical risk factors and masked led edema make the diagnosis challenging. Bedside echocardiography
is valuable in the evaluation of pulmonary hypertension sign. However, a high level of suspicion is critical and
clinically relevant so that cases should not be missed. Keywords: Pulmonary Embolism, Obesity, Woman, Pulmonary Hypertension ACUTE PULMONARY EMBOLISM AND BIVENTRICULAR THROMBUS IN PERIPARTUM
CARDIOMYOPATHY Keywords: PPCM, Biventricular Thrombus, Pulmonary Embolism Left figure showing multipe left ventricle thrombus with size 1 cm x 1,2 cm, right figure showing multiple right
ventricle thrombus. Left figure showing multipe left ventricle thrombus with size 1 cm x 1,2 cm, right figure showing multiple right
ventricle thrombus. Background: g
Ischaemic stroke is the most common cerebrovascular disease (CVD) which causes a high mortality and morbidity
and leads to a disease burden globally. Nevertheless, its incidence in young age is scarce and remarkable. Atherothrombotic diseases are the most common cause of ischaemic stroke, and uncommonly by
hypercoagulation disorder. Moreover, atrial fibrillation (AF) as the distinct underlying cause should be also
considered. Case Illustration: A healthy sportaholic 43 years-old Caucasian man without any comorbidity presented to our emergency
department with sudden onset of dysarthria and talked incoherently which lasted for a few seconds. Physical
examinations revealed BP 104/78 mmHg; HR 71 bpm without any abnormalities. ECG presented was SR with
LAE. Laboratory results were in normal limits. Echocardiography showed slight dilated LA, with normal LVEF. MRI/MRA brain and carotid ultrasonography were in normal limits. Diagnostic of TIA and suspicion of AF was
confirmed. Further laboratory results showed a protein C and protein S deficiency (36.5 and 57.4), and also an
AF on 7 days holter ECG. Oral anticoagulant (OAC) was initiated, and a routine follow-up as well as
electrophysiology study with ablation was recommended. Natural Anticoagulants Deficiency Concomitant Silent Atrial Fibrillation in a Transient Ischemic Attack
(TIA) Healthy Caucasian Sportaholic Male: A Case Report
A.A. Lukito1, H. Hutabarat1, S. Chandra1, R.A.P. Fernandes1
Siloam Hospital Lippo Village1 Natural Anticoagulants Deficiency Concomitant Silent Atrial Fibrillation in a Transient Ischemic Attack
(TIA) Healthy Caucasian Sportaholic Male: A Case Report A.A. Lukito1, H. Hutabarat1, S. Chandra1, R.A.P. Fernandes1
Siloam Hospital Lippo Village1 A SURVIVING CASE OF RECURRENT LETHAL ARRYTHMIA IN ADOLESCENT FULMINANT
MYOCARDITIS WITH SUSPECTING GNAPS D.B. Lululangi1, H.A.K. Cantika1, L. Dewiyanti2, P.R. Dewi3, I.M. Handajaningrum4
General Practitioner, KRMT Wongsonegoro State Hospital, Semarang, Indonesia1
Department of Pediatric, KRMT Wongsonegoro State Hospital, Semarang, Indonesia2
Departement of Cardiology, KRMT Wongsonegoro State Hospital, Semarang, Indonesia3
Departement of Internal Medicine, Nefrology-Hipertension Subdivision, KRMT Wongsonegoro State Hospital,
Semarang, Indonesia4 Background: Fulminant myocarditis (FM) is a rare condition of rapidly progressive cardiac inflammation with
high mortality profile. Although considered uncommon, arrhythmias may present in FM, leading to sudden
cardiac death. Case Illustration: A 14-year-old female was referred to our emergency department with shortness of breath,
cough, and chest pain. The patient also had fever and sore throat five days prior. Physical examination revealed
signs of heart failure (HF). Initial blood test showed mild anemia, leukocytosis, electrolyte imbalance, increased
levels of serum urea, creatinine, and troponin. Urinalysis findings were in favor of nephritic involvement. Left
ventricular dilatation with 30% ejection fraction and severe ventricular wall thickening were confirmed through
echocardiography examination, directed to a suspicion of FM. The patient was admitted to the pediatric intensive
care unit for further monitoring and received several medications to support cardiac function, treat infection and
prevent end-organ damage. Unfortunately, for the next three days the patient experienced several episodes of
cardiac arrest and lethal ventricular arrhythmia. Immediate administration of mechanical ventilators, high doses
of steroids, continuous antiarrhythmic agents, and inotropics were given during resuscitation effort, followed by
return of spontaneous circulation. The patient's clinical condition was dramatically improved, thus allowing the
detachment of ventilation support. Our followed-up examination in pediatric ward resulted in resolved HF signs
and symptoms with normal resting echocardiography. The patient was discharged on the eleventh day of
hospitalization. Outpatient care is undergone for evaluation and assessing the etiology of the disease. Conclusion: The course of FM is heterogeneous, varying from partial or full clinical recovery in a few days to
advanced HF with lethal arrythmia requiring mechanical circulatory support. Prompt clinical diagnosis and
optimal treatment implementation from multidisciplinary approach will be beneficial to overt multiorgan system
failure,
moreover,
increase
patient’s
prognosis. A SURVIVING CASE OF RECURRENT LETHAL ARRYTHMIA IN ADOLESCENT FULMINANT
MYOCARDITIS WITH SUSPECTING GNAPS Keywords: fulminant myocarditis, lethal arrythmia, adolescent
The patient's echocardiography shows left ventricular dilatation with 30% ejection fraction and severe
ventricular wall thickening Keywords: fulminant myocarditis, lethal arrythmia, adolescent Keywords: fulminant myocarditis, lethal arrythmia, adolescent The patient's echocardiography shows left ventricular dilatation with 30% ejection fraction and severe
ventricular wall thickening Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Natural Anticoagulants Deficiency Concomitant Silent Atrial Fibrillation in a Transient Ischemic Attack
(TIA) Healthy Caucasian Sportaholic Male: A Case Report
A.A. Lukito1, H. Hutabarat1, S. Chandra1, R.A.P. Fernandes1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case illustration: We present two cases of patients who were initially diagnosed with MINOCA but later found to have TTS. Our
first case is a classic example of Takotsubo syndrome, based on systolic apical ballooning on transthoracic
echocardiography (TTE). Within two days, she made a full recovery. In the second case, TTE revealed an atypical
TTS characterized by hypokinesis of the basal segment and reserve of the mid-ventricular and apical segments. He suffered from cardiogenic shock and gradually recovered within 30 days. The international takotsubo
(InterTAK) diagnostic score and speckle tracking TTE are two modalities that can be performed rapidly to
diagnose TTS. InterTAK score is a scoring model that can differentiate TTS from ACS using all easily obtainable
emergency department parameters. Speckle tracing echocardiography has acquired a fundamental role in the
evaluation of TTS due to its numerous advantages over the Doppler method, such as early detection of heart
muscle damage, angle independence, semi-automatic quantitative analysis, rapid image acquisition, and strain
determination without temporal integration, which makes it less dependent on the operator. While higher initial
levels of cardiac troponin-I and NT-proBNP are predictorss for worse clinical course and slower left ventricle
recovery. MINOCA Presenting with STEMI: Two Distinct Types and Courses of Takotsubo Syndrom
M.Y. Alsagaff1, T.T. E. Lusida1, R.I. Gunadi1
Faculty of Medicine, Universitas Airlangga – Dr. Soetomo General Hospital1 Background: Myocardial infarction with non-obstructive coronary arteries (MINOCA) was responsible for some
patients presenting with ST-segment elevation myocardial infarction (STEMI). However, many people are
unaware that Takotsubo syndrome (TTS) is no longer classified as MINOCA as of the 4th universal definition of
myocardial infarction. Furthermore, recognition of atypical TTS (the basal, midventricular, and focal wall motion
patterns) has increased in recent years. Conclusions: Due to the low incidence of CVD at young age, therefore a careful and thorough examinations are needed. Suspicion toward silent AF and trombophilic disorders such as protein C, protein S, AT III deficiency, factor V
Leiden mutation, antiphospholipid antibodies syndrome, lupus anticoagulant and anticardiolipin should be
considered. 7-days holter ECG can be used as a modality in detecting silent AF. OAC should be initiated if a
positive result is found. Keywords: Natural Anticoagulants Deficiency, Atrial Fibrillation, TIA, Young Age Keywords: Natural Anticoagulants Deficiency, Atrial Fibrillation, TIA, Young Age Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
MINOCA Presenting with STEMI: Two Distinct Types and Courses of Takotsubo Syndrome
M.Y. Alsagaff1, T.T. E. Lusida1, R.I. Gunadi1
Faculty of Medicine, Universitas Airlangga – Dr. Soetomo General Hospital1 Highlighting The Importance of Assessing Peripheral Stigmata in Early Diagnosis of Infective
Endocarditis: A Case Report Highlighting The Importance of Assessing Peripheral Stigmata in Early Diagnosis of Infective
Endocarditis: A Case Report T.S. Tartila1, I.F.A. Putra1, A.F. Prianda2, R. Istisakinah2
General Practitioner, Hasna Medika Kuningan Heart Hospital, West Java, Indonesia1
Cardiologist, Hasna Medika Kuningan Heart Hospital, West Java, Indonesia2 General Practitioner, Hasna Medika Kuningan Heart Hospital, West Java, Indonesia1
Cardiologist, Hasna Medika Kuningan Heart Hospital, West Java, Indonesia2 Background: The diverse spectrum of infective endocarditis (IE) often presents diagnostic challenge that can
delay initiation of therapy. A thorough physical examination to assess cutaneous manifestations as classical signs
of IE can help in early diagnosis especially at center without advance diagnostic modalities. We report a case of
IE with cutaneous stigmata of Janeway lesions. Case Illustration: A 28-year-old previously healthy man was referred to our hospital with prolonged fever for 2
weeks, chest pain, cough, and myalgia. The patient had already been hospitalized at previous hospital with typhoid
fever but showed no improvement. The patient later developed dyspnea and then suspected with acute rheumatic
fever. The vital signs were in normal range, but on physical examination we discovered holosystolic murmur near
the apex and the presence of irregular, flat, erythematous, and painless macules on the soles consistent with
Janeway lesions that led us to the suspicion of IE. The laboratory results showed leukocytosis, renal insufficiency,
and elevated titer of ASTO (anti streptolysin O). From chest x-ray we found cardiomegaly and reverse comma
sign. The echocardiographic evaluation revealed the presence of vegetation on posterior mitral leaflet and severe
mitral regurgitation. The patient met 1 major and 4 minor criteria of Duke Criteria and was classified as definite
IE. We diagnosed the patient with IE and concurrent reactivation of rheumatic fever. The patient was treated with
intravenous ceftriaxone and gentamycin and recovered well. Conclusion: Early recognition of peripheral stigmata is important to make early diagnosis of IE. We highlight
that dermatologic examination should always be part of physical examination in evaluating the possibility of IE,
especially in low-resource settings where diagnosis relies mainly on clinical findings. Keywords: infective endocarditis, peripheral stigmata, cutaneous manifestations, Janeway lesions, early
diagnosis Conclusion: Early recognition of peripheral stigmata is important to make early diagnosis of IE. We highlight
that dermatologic examination should always be part of physical examination in evaluating the possibility of IE,
especially in low-resource settings where diagnosis relies mainly on clinical findings. y
Conclusion: TTS is different from MINOCA. The InterTAK score and speckle TTE are efficient and rapid bedside diagnostic
tool for distinguishing TTS from ACS. Higher troponin-I and NT-proBNP levels may be associated with a worse
clinical course and slower recovery from LV dysfunction
Keywords: Takotsubo syndrome, MINOCA, Echocardiography TTS is different from MINOCA. The InterTAK score and speckle TTE are efficient and rapid bedside diagnostic
tool for distinguishing TTS from ACS. Higher troponin-I and NT-proBNP levels may be associated with a worse
clinical course and slower recovery from LV dysfunction Keywords: Takotsubo syndrome, MINOCA, Echocardiography Indonesian Journal of
Cardiology Highlighting The Importance of Assessing Peripheral Stigmata in Early Diagnosis of Infective
Endocarditis: A Case Report K
d
i f
i
d
di i
i h
l
i
if
i
J
l
i
l ords: infective endocarditis, peripheral stigmata, cutaneous manifestations, Janeway lesions, early
sis Keywords: infective endocarditis, peripheral stigmata, cutaneous manifestations, Janeway lesions, early
diagnosis The appearance of Janeway lesions The appearance of Janeway lesions Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Lewis Lead: Revelation of the P Wave A. Laurentius1, K. Kohar1, E. Ferdinand1, S.N. Siagian2
Faculty of Medicine, Universitas Indonesia1
Division of Pediatric Cardiology and Congenital Heart Disease, Department of Cardiology and Vascular
Medicine, National Cardiovascular Centre Harapan Kita, Universitas Indonesia2 A. Laurentius1, K. Kohar1, E. Ferdinand1, S.N. Siagian2
Faculty of Medicine, Universitas Indonesia1
Division of Pediatric Cardiology and Congenital Heart Disease, Department of Cardiology and Vascular
Medicine, National Cardiovascular Centre Harapan Kita, Universitas Indonesia2 Background: Lewis lead is a method used in electrocardiography in order to magnify the recorded atrial activity
in relation to that of ventricles. It values better visualization of P wave in differentiating some well-known
arrhythmia, such as atrial fibrillation, atrial flutter, and multifocal atrial rhythm. Correct diagnosis of types of
arrhythmia could render optimal treatment. y
p
Case Illustration:We present a case of a 67-year-old Eastern Belitung female who experienced weakness in all
extremities while having breakfast two hours before coming to the ER. Her family admits that she was neither
aware nor responsive to any call during the event, yet she did not experience syncope. She had uncontrolled
chronic hypertension. Her family denied having history of diabetes mellitus, autoimmune disease, and
cardiovascular or neurological events, as well as similar past symptoms. During physical examination, her airway
was patent, respiratory rate was 19 breaths per minute with oxygen saturation of 96% on air. Heart rate was 59
beats per minute with blood pressure of 130/90 mmHg. Clinically, the patient appeared responsive to pain stimuli
but neither speech nor sound with Glasgow coma scale of 13. Her axillary temperature was 37 degrees Celsius. Pulmonary assessment was normal. Cardiac auscultation disclosed slow heart sound with no murmur. Asymmetrical neurological deficit was found in her right arm and leg, as well as slight drooping of right oral
commissure with intact forehead strength. Babinski reflex was positive on her right leg. The remainder of physical
examination was normal with warm extremities. The electrocardiogram (ECG) showed narrow QRS complexes
and irregular R-R interval with no observed P wave. However, slight ECG modification using Lewis lead
exhibited coarse fibrillatory P wave, which emphasized diagnosis of atrial fibrillation. Conclusion: Lewis lead configuration is helpful to prevent misdiagnosis of types of arrhythmia with poor P waves
visualization. Conclusion: Lewis lead configuration is helpful to prevent misdiagnosis of types of arrhythmia with poor P waves
visualization. Keywords: Lewis lead, P waves, Electrocardiography
Figure 1. SUCCESSFUL RESOLUTION OF TOTAL ATRIOVENTRICULAR BLOCK (TAVB) IN INFERIOR
ST-ELEVATION NON REVASCULARIZATION WITH DIABETIC KETOACIDOSIS (DKA) : A
CASE REPORT M. Marpaung1, D. Krisnawati2
General Practitioner Demang Sepulau Raya Regional Hospital, Lampung, Indonesia1
Cardiologist Abdul Moeloek General Hospital, Lampung Indonesia2 M. Marpaung1, D. Krisnawati2 Background: Total Atrioventricular Block (TAVB) is a common complication of inferior myocardial infarction
(MI). An occlusion in the Right Coronary Artery (RCA) can also cause impedance to the cardiac conduction
system, such as TAVB. Diabetic Ketoacidosis (DKA) may be the precipitating event for the occurrence of acute
MI, serious arrhythmia, and pulmonary edema, while MI is also a well-known precipitant factor for DKA. Case Illustrations: A-48 years old-woman has typical chest pain accompanied by diaphoresis,
syncope, dyspnoea, hypotension, and bradycardia starting 24 hours before admission. She had risk factors for
hypertension and Diabetes Mellitus (DM). Electrocardiography (ECG) showed inferior ST-elevation and TAVB. The laboratory found CKMB 69 U/L; hyperglycemic (RBS 512 g/dl), HbA1C 14,8, ketonuria; BGA results of
compensated metabolic acidosis; potassium 2.8 mmol/L; creatinine 2,8 mg/dL. Chest X-Ray: cardiomegaly and
bronchopneumonia. A temporary pacemaker (TPM) and Percutaneous Coronary Interventions (PCI) cannot be
done due to cost constraints. According to unstable hemodynamics, atropine sulfate 1 mg has been given. As an
alternative for TAVB, we use dopamine 3-10mcg/kg bb/minute. Initial treatment for MI: oxygenation, DAPT,
statin, and UFH 700IU-1000IU/hour. DKA has been treated with saline and insulin resuscitation, metabolic
acidosis correction, and antibiotic for infections. After 10 days of treatment, we found ECG evolved from TAVB
to 1st-degree AV block and after 14 days of treatment, ECG showed sinus rhythm without TAVB, metabolic
acidosis clinically improved, hypokalemia has corrected (potassium: 4.7 mmol/L ), and RBS decreased to 141
g/dl. Conclusion: Hyperglycemia, acidosis, and electrolyte imbalance can directly affect the heart by inducing toxicity,
impairing myocardial blood flow, autonomic dysfunction, and altering activation and conduction of electrical
impulses throughout the heart, increasing the risk of arrhythmias and ischemia. When DKA is well treated, the
arrhythmia in the patient is also resolved. Keywords: TAVB, inferior ST-elevation, percutaneous coronary interventions, diabetic ketoacidosis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Lewis Lead: Revelation of the P Wave Electrocardiography findings with classic 12-lead configuration (left) and Lewis lead configuration
(right). Keywords: Lewis lead, P waves, Electrocardiography Figure 1. Electrocardiography findings with classic 12-lead configuration (left) and Lewis lead configuration
(right). Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 62 years old male presented with palpitations and shortness of breath in emergency room (ER). Patient had
history of congestive heart failure from 3 months before with poor compliance to take medicine. His blood
pressure was 140/90 mmHg and heart rate was 130-140x/min. Pansistolic murmur grade 3/6 at apex radiating to
axila was found in patient. ECG showed AF with rapid ventricular response. Transthoracal echocardiography
showed bileaflet myxomatous mitral valve degeneration barlowish type with severe MR while in AF, LA size was
77mm, with EF 56% and good right ventricular function. Amiodarone intravenous was administered leading to
control rhythm but AF still persistant with controlled in rate. The diuretics, anticoagulant, and optimal heart failure
medicine was administered in high care unit. The Giant LA indicated the chronic process from MR severe in
patient with poor compliance, that make AF became persistant as complicating burden of MR. After
multidisciplinary evaluation, he was offered mitral valve repair, however he elected for medical management
only. Background g
Atrial fibrillation (AF) is the most common arrhythmia and associated with an adverse prognosis. Mitral
regurgitation (MR) is of particular interest regarding the development of AF because MR is common particularly
in elderly and tends to produce left atrial (LA) enlargement, high risk precursor of AF. We report a rare case
barlowish type mitral regurgitation who had presented with AF. Atrial fibrillation in barlowish mitral regurgitation: a burden that never end A. Firmansyah1, C.K. Krevani2 A. Firmansyah1, C.K. Krevani2 y
Cardiology and Vascular Medicine Residency, Andalas University, Padang, West Sumatera.1
Cardiology and Vascular Medicine Department, M. Djamil Hospital, Padang, West Sumatera.2 y
Cardiology and Vascular Medicine Residency, Andalas University, Padang, West Sumatera.1
Cardiology and Vascular Medicine Department, M. Djamil Hospital, Padang, West Sumatera.2 The Challenge and Modification Towards Cardiovascular Rehabilitation Program on Post PCI Patient
with Permanent Pacemaker: A Case Report D.Pasahari1, D. Sarvasti2, F.A. Wardani1, M.E. Saputra1, A.D. Lamara3
Airlangga University1
Widya Mandala Catholic University2
University of Airlangga3 Case illustration A-67-Years-Old-Women previously diagnosed with non-ST-segment elevation myocardial infarction
(NSTEMI) with bradycardia, underwent Percutaneous-Coronary-Intervention, and PPM implantation was
referred to our facility. Single-chamber PPM positioned at right ventricle, with 60-pace per minute. The patient
had hypertension, diabetes, and dyslipidemia. At the first visit, the patient’s blood pressure was measured
110/70mmHg. Electrocardiogram recorded pacemaker rhythm 75-bpm, left-axis-deviation, and left-bundle-
branch-block. Chest X-ray suggests cardiomegaly, and echocardiography shows left-ventricle-diastolic-
dysfunction-grade-III. The 6-minute walk test (6-MWT) presented Metabolic Equivalents (METs) of 3.30,
resembling the patient's exercise capacity. In every session, the patient undergoes moderate-intensity exercise,
consisting of flat-track walking and a static bike. The difficulty increases with increasing progression. Training
modifications for patients with PPM have specific instructions, regulating target heart rate and aerobic activities
within limitation, having a preferred BORG Scale of 11-13. g
At the 12th appointment, a stress test using a modified Bruce protocol is usually performed. Due to
patient complaints of knee pain, and leg fatigue, the stress test is replaced with 6-MWT, showing the increment
in patient’s METs to 3.87, with no chest pain and shortness of breath complaints during training. Based on the
psychological questionnaire, the patient feels more confident and happier after the program. Conclusion Co c us o
Cardiovascular rehabilitation programs, especially physical training, differ slightly for patients with PPM. However, the program could still improve patient quality of life physically and psychologically. Background g
The cardiovascular rehabilitation program is eligible for patients who have undergone cardiovascular
intervention to improve cardiovascular function and quality of life. This program is also beneficial for patients
with a permanent pacemaker (PPM), which have slight modifications for the physical training. Conclusion The case highlights an important mechanism of MR which can be noted in AF patient. Poor compliance make
MR and AF became a vicious cycle that increased morbidity to patient. The case highlights an important mechanism of MR which can be noted in AF patient. Poor compliance make
MR and AF became a vicious cycle that increased morbidity to patient. Keywords: Atrial fibrillation, mitral regurgitation, barlowish disease eywords: Atrial fibrillation, mitral regurgitation, barlowish disease Keywords: Atrial fibrillation, mitral regurgitation, barlowish disease Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
The Challenge and Modification Towards Cardiovascular Rehabilitation Program on Post PCI Patient
with Permanent Pacemaker: A Case Report Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 The Challenge and Modification Towards Cardiovascular Rehabilitation Program on Post PCI Patient
with Permanent Pacemaker: A Case Report Case Illustration: A 56-year-old Asian female with a history of PPM (VVIR mode) implantation due to a high degree AV block was
transferred to our hospital with a diagnosis of acute decompensated heart failure (ADHF). On arrival, she looked
restless and had difficulty breathing, with a respiratory rate of 25 tpm and a body temperature of 39 degrees
Celcius. Physical examination showed bilateral leg edema, and rhonchi were heard bilaterally. Laboratory tests
revealed a white blood cell count of 33.760 /mm3 with 84% neutrophils, and NT pro BNP level was 9.233 pg/L. An electrocardiogram (ECG) showed atrial flutter with ventricular pacing rhythm 60 bpm RVOT origin. Chest x-
ray revealed pulmonary edema, infiltrates, and cardiomegaly with a single lead PPM seen at RVOT. Evaluation
of her PPM showed good condition with 99.5% RV pacing. Her echocardiogram showed all chamber dilatation,
global hypokinetic, and reduced ejection fraction (EF) from 62% to 26% in less than two years. Coronary
angiography was performed, which showed non-significant coronary artery stenosis with 20% stenosis at distal
LAD. After three days of antibiotics and decongestive treatment, her complaints of fever, bilateral leg edema, and
shortness of breath resolved. His-Bundle pacing (HBP) was scheduled to reduced LV dyssynchrony and improve
LV function. Background: g
Permanent right ventricular pacing (RVP) is a standard treatment for high-grade atrioventricular (AV) block. Still,
it may cause abnormal ventricular activation, which results in an inefficient myocardial contraction pattern due to
ventricular dyssynchrony and may lead to left ventricular (LV) dilatation, systolic dysfunction, and heart failure
(HF). Chronic and high-burden RVP can cause pacing-induced cardiomyopathy (PICM) that may occur several
months or years after permanent pacemaker (PPM) implantation. We describe a case of a PICM with a significant
decrease in LV systolic function in less than two years after PPM implantation. Coronary angiography showed
widely patent vessels and subsequently, His-Bundle pacing (HBP) was scheduled on the patient. Keywords y
Cardiovascular rehabilitation, metabolic equivalent, percutaneous coronary intervention, permanent pacemaker,
6-minute walk test. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Rapid Degradation of Left Ventricular Function after Permanent Right Ventricular Pacing in Patients
with High-Grade Atrioventricular Block
D. Setiawan1,2, A. Rizal1,2, I. Prasetya1,2
1Department of Cardiology and Vascular Medicine Faculty of Medicine Universitas Brawijaya, 2Dr. Saiful
Anwar General Hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Rapid Degradation of Left Ventricular Function after Permanent Right Ventricular Pacing in Patients
with High-Grade Atrioventricular Block
D Setiawan1,2 A Rizal1,2 I Prasetya1,2 pid Degradation of Left Ventricular Function after Permanent Right Ventricular Pacing in Patients
with High-Grade Atrioventricular Block D. Setiawan1,2, A. Rizal1,2, I. Prasetya1,2
1Department of Cardiology and Vascular Medicine Faculty of Medicine Universitas Brawijaya, 2Dr. Saiful
Anwar General Hospital Keywords: STEMI, Fibrinolysis, Cardiac Arrest Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Successful Fibrinolysis on a Cardiac Arrest Survivor Following Ventricular Tachycardia due to STEMI
in Toraja Utara Conclusion: Single-chambered pacemakers create ventricular dyssynchrony, which can cause structural and molecular changes
leading to cardiomyopathy. With early intervention, these changes can be reversible. Therefore, timely check-ups
and awareness are necessary for patients on PPM. Keywords: Atrioventricular Block, Right Ventricular Pacing, Pacing-induced Cardiomyopathy Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Successful Fibrinolysis on a Cardiac Arrest Survivor Following Ventricular Tachycardia due to STEMI
in Toraja Utara A 42-Year Old Male Patient with Wellen's Syndrome: A Rare Case Report Background: A characteristic electrocardiogram (ECG) pattern of T-waves in the precordial leads that were
associated with a critical stenosis (>90%) of the proximal left anterior descending (LAD) coronary artery was
described in 1982 by Wellens. Wellen Syndrome (WS) criteria include T-wave changes in precordial leads, plus
a history of anginal chest pain without marked serum marker abnormalities and Q-waves. Background: A characteristic electrocardiogram (ECG) pattern of T-waves in the precordial leads that were
associated with a critical stenosis (>90%) of the proximal left anterior descending (LAD) coronary artery was
described in 1982 by Wellens. Wellen Syndrome (WS) criteria include T-wave changes in precordial leads, plus
a history of anginal chest pain without marked serum marker abnormalities and Q-waves. Case Illustration: A 42-year-old male patient came to the emergency ward with intermittent moderate chest pain
and shortness of breath over a few days. The patient has a history of smoker and uncontrolled hypertension. A
history of the same symptoms was found, and misdiagnosed several times. The initial vital sign depicted 160/90
blood pressure and ECG displayed slight ST depression on V1-V5 lead. T-troponin was normal on initial finding. He was hospitalized and conducted ECG serial. At the pain-free, ECG displayed biphasic t wave on leads V2-V5,
specific for Wellen’s Sign. He referred and an angiography study showed mid stenosis 90% on the left anterior
descendent artery with the consecutively reduced coronary flow. The patient is treated by drug-eluting stent
implantation and angioplasty. Case Illustration: A 42-year-old male patient came to the emergency ward with intermittent moderate chest pain
and shortness of breath over a few days. The patient has a history of smoker and uncontrolled hypertension. A
history of the same symptoms was found, and misdiagnosed several times. The initial vital sign depicted 160/90
blood pressure and ECG displayed slight ST depression on V1-V5 lead. T-troponin was normal on initial finding. He was hospitalized and conducted ECG serial. At the pain-free, ECG displayed biphasic t wave on leads V2-V5,
specific for Wellen’s Sign. He referred and an angiography study showed mid stenosis 90% on the left anterior
descendent artery with the consecutively reduced coronary flow. The patient is treated by drug-eluting stent
implantation and angioplasty. Conclusion: Wellen's syndrome is a life-threatening case characterized by abnormal T-waves found on ECG. The
ECG changes during pain relief. Successful Fibrinolysis on a Cardiac Arrest Survivor Following Ventricular Tachycardia due to STEMI
in Toraja Utara F.J. Tandirerung1, Y. Iskandar1
RS Elim Rantepao Hospital1 F.J. Tandirerung1, Y. Iskandar1
RS Elim Rantepao Hospital1 Background. Cardiac arrest (CA) following ST-elevation myocardial infarction (STEMI) is associated with a
higher mortality rate. Percutaneous Coronary Intervention (PCI) is crucial in lowering the mortality rate in such
cases. However, PCI might not be accessible for hospitals in peripheral regions, leaving fibrinolysis as the only
feasible option. Furthermore, prolonged/traumatic resuscitation is a relative contraindication for fibrinolysis,
complicating the fibrinolysis decision for the post-resuscitation CA survivor. Here we present a case of successful
fibrinolysis in a CA survivor secondary to STEMI in Toraja Utara. Case Illustration. A 66-year-old patient was admitted to the emergency room (ER) due to typical chest pain 30
minutes prior to hospital admission. The pain was described as heavy, radiating to the left shoulder, with
diaphoresis and shortness of breath. The patient was a smoker with a history of hypertension. At the ER, the
patient had a seizure, which was followed by CA. Cardiopulmonary resuscitation (CPR) was performed, followed
by defibrillation due to ventricular tachycardia. Following a 5-minute CPR with defibrillation, the patient returned
to spontaneous circulation, fully conscious with stable hemodynamics. A 12-lead electrocardiogram (ECG)
assessment was carried out that showed ST-elevation on leads V1-V3, therefore assessed and treated as STEMI. However, the nearest PCI center is approximately 400 kilometers (8 hours) away in Makassar. Hence, fibrinolysis
with streptokinase was selected for initial reperfusion and the patient was discharged after six days of
hospitalization with no neurological or cardiopulmonary complications. The patient refused PCI referral during
the hospitalization period and was only referred months later with favorable clinical outcomes. Conclusion. Despite reperfusion through PCI remains the stronger survival predictor in STEMI with CA,
successful reperfusion with fibrinolysis is attainable with timely intervention following CPR. This is clinically
substantial, especially in peripheral areas with difficult access to PCI. Keywords: STEMI, Fibrinolysis, Cardiac Arrest Indonesia
Card
Indonesian J Card
pISSN: 2830-3105
doi: 10.30
A 42-Year Old Male Patient with Wellen's Syndrome: A Rare Case Report
M.F.A. Akbar1, Y.B. Saragih1
Aceh Tamiang General Hospital1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A 42-Year Old Male Patient with Wellen's Syndrome: A Rare Case Report In our case, the patient presents with biphasic T-wave on anterior leads after
being pain-free, on this point, it is crucial to conduct an ECG serial. Therefore, the physician should be aware of
recognizing ECG features to help identify high-risk patients who require immediate invasive strategy. An invasive
strategy is a cornerstone of the therapy to make a good prognosis. Keywords: Keywords: Myocardial infarction, T-wave abnormality
ST-segment elevation with biphasic T wave in lead V2-V5 Keywords: Keywords: Myocardial infarction, T-wave abnormality ST-segment elevation with biphasic T wave in lead V2-V5 Indonesian Jo
Cardiolo
Indonesian J Cardiol 20
pISSN: 2830-3105 / eIS
doi: 10.30701/i
Facing Junctional Bradycardia with Cardiogenic Shock Case in ER : A Case Report
P. Yeantesa1, N.A. Byant1, S.D. Utami1
Awal Bros Panam Hospital1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Facing Junctional Bradycardia with Cardiogenic Shock Case in ER : A Case Report
P. Yeantesa1, N.A. Byant1, S.D. Utami1
Awal Bros Panam Hospital1 Background: Sinoatrial node is a default pacemaker in human’s heart, they trigger electrical activity, so the heart
can beating. In some cases, someone’s heart using atrioventricular node to make rhythm, one of their rhythm is
junctional bradycardia, this rhythm has rate below 60 bpm. This rhythm can decrease heart pumping and blood
supply to the heart cells, so somebody can fall into cardiogenic shock. Case illustration: 54-Year-Old patient came into ER with feeling weakness and have no energy since 3 days
before admission. Ten days before admission, she started felt nausea, then vomited until she didn’t know how
many times it happened. Before that, she went to the clinic and checked peripheral blood, the result is she had
anemia and trombositosis. She had diabetic mellitus type 2, hypertension heart disease, aorta regurgitation, atrial
fibrilation, congestive heart failure. On physical examination, we obtained BP 88/55 mmHg, HR 44 bpm and
pulse was so weak, RR 20 x/min, afebrile and SpO2 93% room air, conjunctival pallor, crackles(+), other
examination were normal. Twelve leads ECG showed junctional bradycardia (44 bpm), echocardiography showed
EF 66%, Global N, LVH+, MR mild, AR mild. She also had anemia, renal insufficiency, hyperkalemia and
hyponatremia. Keywords: Junctional Bradycardia, Hyperkalemia, Cardiogenic Shock A 42-Year Old Male Patient with Wellen's Syndrome: A Rare Case Report In ER, twelve ampoules of atropine sulfate is just administered, but heart rate still between 40-50
bpm, so that, dopamine is administered, the normal rate and blood pressure is just achieved and then she
transferred to HCU. Conclusion: Electrolyte imbalance such as hyperkalemia make biphasic effect for cardiac: action potential being
short, the conduction getting faster, but in the end, this conduction being slowly and induce junctional
bradycardia.As bradycardia running, our heart doesn’t ability to pump enough blood to the whole body and person
would fall into condition like cardiogenic shock. Keywords: Junctional Bradycardia, Hyperkalemia, Cardiogenic Shock Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: STEMI, Ventricular Tachicardia, Malignant Arrhytmia Apical Hypertrophic Cardiomyopathy Mimicking Acute Coronary Syndrome Presentation: What is the
Important Clue? M. Reeiner1, L.O.S. Suastika2, N.M.A.W. Sari2, I.B.R. Wibhuti2
1Faculty of Medicine, Udayana University, Denpasar, Indonesia;
2Sanglah General Hospital, Denpasar, Indonesia Background: Apical hypertrophic cardiomyopathy (ApHCM) is a rare variant of hypertrophic cardiomyopathy,
characterized by a spade-like left ventricular cavity, and more commonly seen in the Asian population. the
electrocardiographic changes and symptoms associated with apical hypertrophic cardiomyopathy often mimic
acute coronary syndromes. Distinguishing between these conditions was important to determine early and
definitive treatment. Case Illustration: A 56-year-old man came to our emergency room with severe chest pain three hours after the
onset of symptoms. His chest pain was induced by physical activity but persisted at rest. Similar symptoms had
occurred prior to the current event, he had done coronary angiography several years ago and the result was normal. His medical history was hyperlipidemia and family history of hypertension. His cardiac enzymes were not
elevated. The electrocardiogram showed giant negative T wave inversion in the lateral precordial leads (V2–V6,
I, and aVL). As a result of the typical symptoms of unstable angina pectoris, electrocardiographic repolarization
disturbances indicative of acute myocardial ischemia, and his cardiovascular risk profile, the decision was made
to carry out cardiac catheterization. Coronary angiography excluded significant coronary artery disease. However,
echocardiography demonstrated a typical spade-like configuration of the left ventricular (LV) cavity. The wall
thickness of the apical septal regions and the apical posterior region was 16 mm and 18 mm, respectively, and
systolic LV function was normal. Apical myectomy was deferred in this patient and beta blocker was our first
choice of treatment. Conclusion: ApHCM can mimic the symptoms and electrocardiographic changes of acute coronary syndromes
and should be considered as a differential diagnosis, especially in patients with giant T wave negativity, normal
cardiac marker and spade-like configuration of the LV cavity. Echocardiography of the apical segments, and
CMR is helpful in establishing the diagnosis of ApHCM. Keywords: Apical hypertrophic cardiomyopathy, acute coronary syndrome, giant T wave inversion,
echocardiography Keywords: Apical hypertrophic cardiomyopathy, acute coronary syndrome, giant T wave inversion,
echocardiography Lower extrimities bilateral post thrombotic syndrome Lower extrimities bilateral post thrombotic syndrome Indonesian
Cardio
Indonesian J Cardiol
pISSN: 2830-3105 /
doi: 10.3070
Challenging STEMI with Ventricular Tachicardia Case in ER : A Case Report
R.P. Putra1, S.D. Utami1, N.A. Ventricular Tachycardia During Balloon Atrial Septostomy in a Neonate with TGA: A Rare but Life-
Threatening Complication A.Yudha1, A. Priyatno2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Diponegoro University – Dr. Kariadi
Central General Hospital, Semarang, Indonesia1
Department of Pediatric, Faculty of Medicine, Diponegoro University – Dr. Kariadi Central General Hospital,
Semarang, Indonesia2 A.Yudha1, A. Priyatno2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Diponegoro University – Dr. Kariadi
Central General Hospital, Semarang, Indonesia1
Department of Pediatric, Faculty of Medicine, Diponegoro University – Dr. Kariadi Central General Hospital,
Semarang, Indonesia2 A.Yudha1, A. Priyatno2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Diponegoro University – Dr. Central General Hospital, Semarang, Indonesia1
Department of Pediatric, Faculty of Medicine, Diponegoro University – Dr. Kariadi Central General H
Semarang, Indonesia2 A.Yudha1, A. Priyatno2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Diponegoro University – Dr. Kariadi
Central General Hospital, Semarang, Indonesia1
Department of Pediatric, Faculty of Medicine, Diponegoro University – Dr. Kariadi Central General Hospital,
Semarang, Indonesia2 Case Illustration : A 4-day-old male neonate who was diagnosed with complete TGA shortly after birth. Balloon atrial septostomy
was planned as a palliative procedure to improve the patient's oxygenation. During the procedure, the patient
developed ventricular tachycardia, which was initially managed with anti-arrhythmic medications. However, the
patient remained hemodynamically unstable, and electrical cardioversion was required to restore normal sinus
rhythm. Following the cardioversion, the patient's rhythm stabilized, the septostomy was successfully completed, and there
was an improvement in oxygen saturation from 50% to 80%. The patient ultimately made a full recovery and was
discharged from the hospital with stable cardiac function.The occurrence of ventricular tachycardia during balloon
atrial septostomy is a rare but serious complication that requires prompt recognition and management. In our case,
the prompt recognition of the arrhythmia and the.immediate administration of anti-arrhythmic medications and
electrical cardioversion were crucial in stabilizing the patient's condition. With timely and appropriate
intervention, such as anti-arrhythmic medications and electrical cardioversion, the patient's condition can be
stabilized and the procedure can be successful. Background : Ventricular tachycardia is a rare but potentially life-threatening complication that can occur during balloon atrial
septostomy procedures in neonates. In this case report, we describe the management of a term neonate with
complete transposition of the great artery (TGA) who developed ventricular tachycardia during a balloon atrial
septostomy procedure. Apical Hypertrophic Cardiomyopathy Mimicking Acute Coronary Syndrome Presentation: What is the
Important Clue? Byant1
Awal Bros Panam Hospital1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Challenging STEMI with Ventricular Tachicardia Case in ER : A Case Report R.P. Putra1, S.D. Utami1, N.A. Byant1
Awal Bros Panam Hospital1 R.P. Putra1, S.D. Utami1, N.A. Byant1
Awal Bros Panam Hospital1 Background: of the ACS cases ended in Cardiac Arrest. The presence of myocardial ischemia due to reduced
coronary blood flow will cause the myocardium to become necrotic (myocardial infarction). In addition to
myocardial infarction, ischemia can also cause myocardial contractility disorders. The occurrence of myocardial
infarction will cause disturbances in the conductivity of the heart's electricity which often triggers the occurrence
of malignant arrhythmias. However, not all types of ACS can trigger malignant arrhythmias, depending on the
location of the infarction. Case Illustrations: 53-Year-Old patient presented into ER with left chest pain since 7 hours before admission. 30 minutes before admission, he complained of palpitations. He had uncontrolled hyperthension and a smoker. On physical examination, we obtained BP 80/60 mmHg, HR 242 bpm, RR 20 x/min, SpO2 97% room air with
normal in other general physical examination. 12-lead ECG showed inferior STEMI with Ventricular Tachicardi,
echocardiography showed EF 53% concentric LVH, Coronary Arterial Disease anterior, good valve. He also had
renal insufficiency and hyperglikemia in type 2 DM is newly reocgnized. In ER, he got heart loading, dobutamine
drip and also amiodarone drip until he was transferred to the ICU. Conclusion: Myocardial Infraction can cause serious complications, one of whic is malignant arrhytm
even lead to cardiac arrest. Keywords: STEMI, Ventricular Tachicardia, Malignant Arrhytmia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Ventricular Tachycardia During Balloon Atrial Septostomy in a Neonate with TGA: A Rare but Life-
Threatening Complication Arrythmias in Leptospirosis, too fast or too slow; a case series T. Pramitasari, S. Fatimah, A.E. Satuti1
RSUD Kota Yogyakarta1 Background g
Leptospirosis is a zoonotic disease with significant morbidity and mortality. Although infrequent, leptospirosis
can affect the heart. Some cardiac manifestations are arrythmias to myocarditis, pericarditis, endocarditis and
cardiogenic shock. Electrocardiographic changes are not specific and may resolve after clinical recovery. Case illustration Case-1: A 70 years-old male came to ER complaining fever, nausea and vomiting frequently for 3 days. He had
low blood pressure, oliguria, conjunctival suffusion and gastrocnemius pain on examination. The laboratory test
showed leukocytosis, thrombocytopenia, increased level of urea and creatinine. The electrocardiogram was atrial
fibrillation normal ventricular response. Hours later, he suffered from general seizure and serial electrocardiogram
showed atrial fibrillation slow ventricular response with sinus pause. He was treated accordingly with temporary
pacemaker. Case-2: A 52 years-old male came to ER complaining difficulty of breathing and diarrhea. He had history of fever
for 4 days. He had low blood pressure, tachycardia (the heart rate was 148 bpm) and gastrocnemius pain. The
laboratory findings were thrombocytopenia, elevated urea and creatinine level. The electrocardiogram showed
atrial flutter with variable conduction. Amiodarone as antiarrhythmic drug was given to control the sepsis-related
tachycardia. These two patients had evidence of acute kidney injury and reactive antibody of Leptospira, were treated by
antibiotics, serial hemodialysis and vasopressor for maintaining the blood pressure. As the improving leukocyte
count, urea and creatinine blood test on day 7, the heart rate was getting better. Temporary pacemaker for case-1
was removed on day 9 and amiodarone for case-2 was no longer used on day 8. The patients were significantly
improved and discharged by day 12 and 11. Conclusion : In conclusion, ventricular tachycardia during balloon atrial septostomy in neonates is a rare but potentially life-
threatening complication that requires immediate recognition and management. This case report emphasizes the
potential for ventricular tachycardia during balloon atrial septostomy in neonates with transposition of the great
arteries and emphasizes the importance of prompt recognition and management of this rare but potentially life-
threatening complication. With timely and appropriate management, the outcome for neonates with this
complication can be favorable. Keywords: balloon atrial septostomy, transposition of the great artery, ventricular tachycardia, neonates Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Ventricular Tachycardia occur during BAS procedure Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Ventricular Tachycardia occur during BAS procedure Indonesian Jo
Cardiolo
Indonesian J Cardiol 20
pISSN: 2830-3105 / eIS
doi: 10.30701/
Arrythmias in Leptospirosis, too fast or too slow; a case series
T. Pramitasari, S. Fatimah, A.E. Satuti1
RSUD Kota Yogyakarta1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion A case of an 18-year-old male, diagnosed as Infective Endocarditis with echocardiography showed vegetation on
the heart valve. The patient has been given antibiotic specifically sensitive to the blood culture. Surgery is the
further option of therapy, so the patient was referred to another facility. Background g
Infective Endocarditis is an infection of the endocardial lining of the heart that includes heart valves, mural
endocardium, and endocardial covering of the implanted material.1 Based on the modified Duke criteria, a
definitive infective endocarditis requires two major criteria, or at least one major plus three minor criteria.2
Positive blood culture results and endocardial damage detected by echocardiography provide the strongest
evidence for the diagnosis of infective endocarditis and are considered the major criteria. Up to 90% of patients
present with fever, often associated with systemic symptoms of chills, poor appetite and weight loss. Heart
murmurs are found in up to 85% of patients.3 Infective endocarditis has a mortality rate of 20-25% at six months,
even when treated appropriately. Infective Endocarditis in 18-year-old Male Adolescents P.G. Fernandez1, L. Tiluata1
Prof Dr. W. Z Johannes Hospital, Kupang1 Case Illustration An 18-year-old male admitted to the emergency room at Prof. Dr. W. Z. Johannes Hospital with chief complaint
of fever for more than a month, accompanied by shortness of breath. Accordingly, He was firstly treated by a
pulmonologist with suspicion of pneumonia. But, heart murmurs was also found, He was than referred to
cardiologist with suspicion of rheumatic heart disease. Blood culture showed the growth of Staphylococcus aureus
bacteria. Echocardiography showed, moderate mitral regurgitation, tricuspid regurgitation, left ventricular
dilatation and vegetation on the valve. He than got antibiotic therapy : Gentamicin, Levofloxacin, and
Erythromycin, and symptomatic therapy. p
Conclusion Leptospirosis can affect the heart manifesting various range of arrythmia. Physician should be aware of cardiac
involvement because the symptoms are not specific due to co-existence with multi-organ dysfunction. Keywords Arrythmia, Leptospirosis Keywords: Arrythmia, Leptospirosis Ind
Indones
pISSN: 2
d
Infective Endocarditis in 18-year-old Male Adolescents
P.G. Fernandez1, L. Tiluata1
Prof Dr. W. Z Johannes Hospital, Kupang1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: Infective endocarditis, vegetation, fever Figure 1. Echocardiography showed vegetation on the heart valve. Figure 1. Echocardiography showed vegetation on the heart valve. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Troubleshooting A Permanent Pacemaker Lead Dislodgement in Patients with Persistent Left Superior
Vena Cava Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Troubleshooting A Permanent Pacemaker Lead Dislodgement in Patients with Persistent Left Superior
Vena Cava M. Reeiner1, I M.P.S. Antara2
Faculty of Medicine Udayana University1,
lectrophysiology Division of Department of Cardiology and Vascular Medicine Prof. I.G.N.G. Ngoerah
Hospital Bali2 M. Reeiner1, I M.P.S. Antara2
Faculty of Medicine Udayana University1,
Electrophysiology Division of Department of Cardiology and Vascular Medicine Prof. I.G.N.G. Ngoerah
Hospital Bali2 M. Reeiner1, I M.P.S. Antara2
Faculty of Medicine Udayana University1,
Electrophysiology Division of Department of Cardiology and Vascular Medicine Prof. I.G.N.G. Ngoerah
Hospital Bali2 Background: Persistent left superior vena cava (PLSVC) is often discovered incidentally during cardiac imaging
or at the time of implantation of a cardiac implantable electronic device. It can be challenging because of the sharp
angle between the subclavian vein and the PLSVC and, extreme angle that exists between the CS and the tricuspid
valve. This anatomy not only makes right ventricular (RV) lead implantation difficult but also predisposes to lead
dislodgement. Case Illustration: A 40-years-old man came for routine control and permanent pacemaker reprogramming. The
patient's initial complaint was that he almost fainted few times in the last six months. This situation was felt when
the patient was on the road trip, felt like dark and almost fainted lasted for a few seconds. Complaints of chest
pain, tightness, palpitations, nausea, and vomiting were denied by the patient. A permanent single chamber VVIR
pacemaker was installed a year ago. Placement of the ventricular leads was difficult because PLSVC was found
on venographic examination, but finally it could be done through PLSVC. The result of last reprogram was output
4.5 mA with pulse with 0.76 ms, and impedance 522 ohm with intermittent pacing rhythm. The battery voltage
was 0.76 V with battery life estimation 3 years. Permanent pacemaker repositioning was carried out by trying to
reposition the leads using a stylet wire, but failed, so it was decided to extract the lead and install a permanent
pacemaker through the right SVC with access to the right subclavian vein. Keywords: Infective endocarditis, vegetation, fever Conclusion: Technical problems are often encountered using standard technique in patient with PLSVC, therefore
alternative approaches have been developed. For this reason, a thorough evaluation of the venous system is
required in PLSVC patients prior to re-intervention of the pacemaker system to reduce the risk of further
complications. p
Keywords: Persistent left superior vena cava, permanent pacemaker, lead dislodgement p
p
p
g
Lower extrimities bilateral post thrombotic syndrome Lower extrimities bilateral post thrombotic syndrome Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Not too old to be Closed: Transcatheter ASD Closure in Elderly Using Zero Fluoroscopy Technique,
First Experience in North Sulawesi
C. Kurniawan1, G. Soemara1, Subiyanto1, G.P. Lumentut1, J.A. Pangemanan1, A.L. Panda1, G.E.H. Reppi1,
M.P.F. Rotty1, R. Prakoso2, R. Ariani2
RSUP Prof RD Kandou Manado1
National Cardiovascular Center Harapan Kita, Department of Cardiology and Vascular Medicine, University of
Indonesia2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Not too old to be Closed: Transcatheter ASD Closure in Elderly Using Zero Fluoroscopy Technique,
First Experience in North Sulawesi Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Not too old to be Closed: Transcatheter ASD Closure in Elderly Using Zero Fluoroscopy Technique,
First Experience in North Sulawesi Not too old to be Closed: Transcatheter ASD Closure in Elderly Using Zero Fluoroscopy Technique,
First Experience in North Sulawesi C. Kurniawan1, G. Soemara1, Subiyanto1, G.P. Lumentut1, J.A. Pangemanan1, A.L. Panda1, G.E.H. Reppi1,
M.P.F. Rotty1, R. Prakoso2, R. Ariani2
RSUP Prof RD Kandou Manado1
National Cardiovascular Center Harapan Kita, Department of Cardiology and Vascular Medicine, University of
Indonesia2 Background: Transcatheter closure of secundum type atrial septal defect (ASD) has emerged to be a preference
compare to conventional surgical methods, given its non-inferiority. Echocardiography guided Transcatheter ASD
closure without fluoroscopy has become more popular worldwide. Hereby, we present a case report on the first
successful ASD closure with zero fluoroscopy technique in Manado. Case Illustration: 69 years old female complains dyspnea worsening for the last 3 months. TTE (transthoracic
echocardiography) showed 20 mm ASD with L-R shunt, enlarged right heart chamber with good RV function,
high probability of pulmonary hypertension with normal LV function. The patient was treated for her PH
(Pulmonary Hypertension) and sent to the Cath Lab for evaluation. Background Stanford Type A aortic dissection is a rapidly progressing disease process, often fatal without emergent surgical
repair. A small proportion of Type A dissections go undiagnosed in the acute phase and found delayed presentation
or incidentally. An increasing number of acute phase survivors and outlive initial hospitalization for many years. Late complications, driven predominantly by chronic false lumen degeneration and aneurysm formation, often
require surgical, endovascular, or hybrid interventions to treat or prevent aortic rupture. Case Illustration A 54-year-old woman complained sharp chest pain penetrated her back 3 hours before admission. Physical
examination showed different right and left pressure 95/56 mmHg right and 147/63mmHg left, pulse 120x/minute,
SpO2 93%, and fine crackles in both lung fields. Her past medical history was long standing aortic dissection and
severe aortic insufficiency since June 2018. Echocardiography showing flap dissection of the ascending aorta with
moderate to severe aortic regurgitation, LVEF 64%. The patient was diagnosed with Stanford A aortic dissection
from cardiac MSCT. She refused for surgical procedure and continued medical therapy. MSCT evaluation in July
2022 showed Stanford A Debackey I aortic dissection without contrast extravasation, dissection of the right
common carotid artery and left subclavian artery, thin thrombus in the false lumen of the ascending aorta. The
patient was given intravenous diuretics to reduce congestion, and optimize medical therapy due to refusal of
surgical therapy. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 I.P. Farissa1, A.Z. Abidin1, N. Anggriyani1, M.A. Sobirin1
logy and Vascular Medicine, Faculty of Medicine Diponegoro University, Semarang1 I.P. Farissa1, A.Z. Abidin1, N. Anggriyani1, M.A. Sobirin1 I.P. Farissa1, A.Z. Abidin1, N. Anggriyani1, M.A. Sobirin1
tment of Cadiology and Vascular Medicine, Faculty of Medicine Diponegoro University, Semarang1 I.P. Farissa , A.Z. Abidin , N. Anggriyani , M.A. Sobirin
Department of Cadiology and Vascular Medicine, Faculty of Medicine Diponegoro University, Semarang1 gg y
Department of Cadiology and Vascular Medicine, Faculty of Medicine Diponegoro University, S Keywords: Infective endocarditis, vegetation, fever A diagnostic right heart catheterization
revealed pulmonary and systemic blood flow ratio (Qp:Qs) was 1.66 and PVR 3.9 woods unit, thus ASD closure
is safe to be performed. Pre-procedural TEE (Trans Esophageal Echocardiography) revealed secundum 14-16 mm
secundum ASD with L-R shunt, adequate rims, and mild tricuspid regurgitation. Transcatheter ASD closure with
zero fluoroscopy technique was planned. The procedure started with insertion of 5F MP catheter through 5F sheath
in the right femoral vein, directed into LUPV (left upper pulmonary vein) under TEE guidance. Cera ASD
occluder was engaged to 10 F delivery sheath to be delivered into LA (left atrium) after crossing the RA (Right
atrium). Then, LA disc was deployed first followed by RA disc later. Wiggle test was done to confirm the device
rest in stable position. Post-procedural TEE documented the device was successfully placed without any residual
shunts or complications. Evaluation within 12 weeks reveal successful closure of interatrial communication,
device in situ, preserved LV function, and improvement of patient’s symptoms. onclusion: Transcatheter closure of secundum ASD with zero fluoroscopy in elderly is feasible, safe, and
mproving symptoms. Conclusion: Transcatheter closure of secundum ASD with zero fluoroscopy in elderly is feasible, safe, and
improving symptoms. Keywords: transcatheter ASD closure, zero fluoroscopy p
g y p
Keywords: transcatheter ASD closure, zero fluoroscopy Keywords: transcatheter ASD closure, zero fluoroscopy y y Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Refusing Surgery for Chronic Type A Aortic Dissection: A Bold Choice or a Gamble with Life? g
Conclusion Type A aortic dissection patients who are undiagnosed in the acute phase may become Chronic Type A Aortic
Dissections (CTAD), that prone to additional dissection, enlargement, aneurysmal dilatation, rupture, and death. In patients who refuse surgery or non-surgical interventions, it is a medical challenge to prevent re-
hospitalization, improve quality of life and reduce risk of death. Keywords: Aortic Dissection Heart Failure Aortic Regurgitation ts who refuse surgery or non-surgical interventions, it is a medical challenge to prevent re-
zation, improve quality of life and reduce risk of death. ds: Aortic Dissection, Heart Failure, Aortic Regurgitation
MSCT MSCT MSCT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Reverse Spider View for hidden occlusion in ostial Left Anterior Descending Artery : Case Series with a
comprehensive review Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Report : Alchoholic Cardiomyopathy with LV Thrombus in Young Adult Patient F. Ladediska1, V. Rosady1, M. Syafri2
1Cardiology Resident, 2Cardiologist dr.M Djamil Hospital F. Ladediska1, V. Rosady1, M. Syafri2
1Cardiology Resident, 2Cardiologist dr.M Djamil Hospital Reverse Spider View for hidden occlusion in ostial Left Anterior Descending Artery : Case Series with a
comprehensive review Syafri2
1Cardiology Resident, 2Cardiologist dr.M Djamil Hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Reverse Spider View for hidden occlusion in ostial Left Anterior Descending Artery : Case Series with a
comprehensive review D.A.K. Purba1, A. Sitepu2
Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Sumat
Indonesia2 D.A.K. Purba1, A. Sitepu2
Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan,
Indonesia2 Background: Bifurcation of the Left Main Coronary Artery (LMCA) is a complex area where occlusion in the
vessels may not be visible on a single projection, including Spider View, due to the foreshortening effect. The
Reverse-Spider view, oriented with Right Anterior Oblique (RAO) 90o- 120o and Hyper Cranial Angulation (CR)
30o- 40o, is a rarely used angiographic angle that has the potential to unravel occlusions. Case Illustration: We present five cases diagnosed as Anterior ST Elevation Myocardial Infarction (STEMI). Routine ECG and laboratory examinations, including cardiac enzymes, were carried out with CK-MB level
104±77,002 U/l, and the medial Troponin-T level was 1280 (40 - >2000) ng/L. All patients planned for
Percutaneous Coronary Intervention (PCI). In angiography, we compare Reverse Spider View to Spider View and
other routine projections to evaluate LMCA and its bifurcation. The reverse-spider view could diagnose sub-
occlusive lesions and total occlusion in ostial Left Anterior Descendent (LAD) that were not previously seen or
obscured in Spider View. After PCI, an echocardiographic examination was performed with an average Ejection
Fraction of 46,60± 10,52%. All patients were discharged from the hospital in good condition. Conclusion: Reverse Spider View is good at detecting a hidden occlusion in the bifurcation area of LMCA,
providing a clearer view of the ostial and proximal parts of the Left Anterior Descendent (LAD), Left Circumflex
(LCx), and Intermediate Branch. The reverse-spider view is also recommended when the Spider view or other
projection results seem dubious to diagnose an occlusion. Keywords: Reverse Spider View, Ostial Left Anterior Descendent, Coronary Artery Disease, Percutaneous
Coronary Intervention, Angiography Figure 1. Comparison of Left Stem Coronary Angiography Evaluation in 5 patients; LM = Left Main Artery;
LAD= Left Anterior Descending Artery; LCx= Left Circumflex Artery; IB= Intermediate Branch Figure 1. Comparison of Left Stem Coronary Angiography Evaluation in 5 patients; LM = Left Main Artery;
LAD= Left Anterior Descending Artery; LCx= Left Circumflex Artery; IB= Intermediate Branch Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Case Report : Alchoholic Cardiomyopathy with LV Thrombus in Young Adult Patient
F. Ladediska1, V. Rosady1, M. g
Case Illustration 45 years old male, suffered from heavy like sensation chest pain and syncope. He had risk factor of hypertension
and was an active smoker. 10 months ago, he has sluggish accompanied with weakness of the left limb but
improved by itself. From physical examination the BP 160/92mmHg with HR 90bpm and ictus cordis was
displaced without any murmur or gallop. ECG examination showed ST elevation at V1-V4, biphasic T in leads
V2-V5, Inverted T at I, AVL, and QS pattern at III, AVF, V1-V4. The level of cardiac troponin rose from 0.6 to
2.2. With a crusade score of 40, he received loading DAPT and LMWH injections, underwent PPCI with result
Acute Total Occlusion at mid LAD then implanted 1 DES Cre8 3.0x16mm. The patient experienced a general
motor onset tonic-clonic seizure on the second day of treatment. A CT scan revealed a subacute CVA with
hemorrhagic transformation and an NIHSS score of 5. The patient's DAPT and anticoagulant were stopped. For
patients who underwent PCI, some studies advise restarting DAPT within one month of the ICH to reduce the risk
of stent thrombosis. Background g
In patients with STEMI who underwent percutaneous coronary intervention, DAPT and an anticoagulant have
been recommended. However, antithrombotic therapy was also associated with an increased risk of hemorrhagic
stroke or intracranial hemorrhage. Although it only occurs in 0.3% of patients receiving DAPT, intracranial
hemorrhage has serious consequences. A RARE AND CHALLENGING CASE TO CONTROL: HEMORRHAGIC TRANSFORMATION
STROKE DURING THE ACUTE PHASE OF MYOCARDIAL INFARCTION: A Case Report Y. Afifah1, A.Y. Suprapta1, A.F. Rahimah1, C.T. Tjahjono1
Rumah Sakit Saiful Anwar, Malang1 Keywords: Acute myocardial infarction, CVA hemorrhage, Anticoagulant, Antiplatelet, DAPT Background g
Alcoholic cardiomyopathy (ACM) is a cardiac disease caused by chronic alcohol consumption. The major risk
factor for developing ACM is chronic alcohol use. ACM is characterized by increased left ventricular mass,
dilatation of the left ventricle, and heart failure (both systolic and diastolic). Left ventricular thrombus (LVT) is a
serious complication of acute myocardial infarction (MI) and also of non-ischemic cardiomyopathies. Case illustration A 22 year old patient came to the Emergency Departement of dr. M Djamil hospital with worsening
shortness of breath since 1 day ago. The patient smokes and drinks alcohol since 10 years ago. Physical
examination found JVP: 5+2cmH2O, cor: cardiomegaly was found on palpation, pansystolic murmur grade 3/6
at RIC III LLSB, extremity warm and no oedema. Laboratory found normal liver function, moderate hypokalemia
(2.9), hyperbilirubinemia. CXR showed cardiomegaly. The ECG showed sinus rhythm with LVH. Echocardiography revealed LV EF 27%, eccentric LVH, hypertrophi with restrictive disorders LV diastolic
dysfunction, mild MR, moderate TR, intermediate probability PH, sec(+) in LV, multiple thrombus (+) apical. Patient was diagnosed with ADHF w/w on CHF ec susp alcoholic cardiomyopathy, Multiple LV thrombus, TR
moderate high probe PH, Mild hypokalemia, Susp Community Acquired Pneumonia. Patients were given
furosemide 40 mg iv followed by drip furosemide starting at 3 mg/hour, correction of KCL 35 meq and KSR
3x600 mg, Uperio 2x50 mg, spironolactone 1x25 mg, warfarin 1x4mg, Lansoprazole 1x30mg IV, laxantia
1x10mg and consulted to the lung department. The patient was discharged after being hospitalized for 6 days. Conclusion Anamnesis, physical and supporting examinations, especially TTE, are needed to establish the diagnosis
of ACM. LVT is one of the serious complications of ACM to be aware of. Keyword y
Alcoholic cardiomyopathy, thrombus, young adult Alcoholic cardiomyopathy, thrombus, young adult Keywords: Alchoholic cardiomyopathy, Thrombus, young adult Keywords: Alchoholic cardiomyopathy, Thrombus, young adult Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 P.N. Permatasari1, I. Handirosiyanto2 y
General Practitioner, Baptis Batu Hospital, Malang, Indonesia1 Cardiologist, Baptis Batu Hospital, Malang, Indonesia;Karsa Husada Hospital, Malang, Indonesia2 Background: STEMI is life-threatening. The longer ischemic time increases morbidity and mortality in patients. It’s time-critical to recognize STEMI and decide to manage the patient with pharmacological or mechanical
reperfusion. From the onset of ECG patients with ischaemic symptoms interpreted as STEMI, PCI must be done
within 120 minutes, if longer, immediate fibrinolysis and transfer to PCI Centre if indicated. Background: STEMI is life-threatening. The longer ischemic time increases morbidity and mortality in patients. It’s time-critical to recognize STEMI and decide to manage the patient with pharmacological or mechanical
reperfusion. From the onset of ECG patients with ischaemic symptoms interpreted as STEMI, PCI must be done
within 120 minutes, if longer, immediate fibrinolysis and transfer to PCI Centre if indicated. Case Illustration: We describe 2 cases of typical chest patients with ST-segment elevation on ECG. Case 1: A
44-year-old man was referred from Primary Healthcare Centre with typical chest pain, nausea, and vomitus within
1 hour, ECG-12 leads showed STMI Inferior and got DAPT before being referred to ER. He had uncontrolled
Hypertension. In ER, BP: 159/96 mmHg, HR: 83 times/minute without congestion or pulmonary edema. ECG
showed no elevation ST-Segment. Thrombocyte aggregation was autolyzed by DAPT. Case 2: Women 53 years old came to ER with typical chest pain within 1 hour She had controlled HTN BP: Case Illustration: We describe 2 cases of typical chest patients with ST-segment elevation on ECG. Case 1: A
44-year-old man was referred from Primary Healthcare Centre with typical chest pain, nausea, and vomitus within
1 hour, ECG-12 leads showed STMI Inferior and got DAPT before being referred to ER. He had uncontrolled
Hypertension. In ER, BP: 159/96 mmHg, HR: 83 times/minute without congestion or pulmonary edema. ECG
showed no elevation ST-Segment. Thrombocyte aggregation was autolyzed by DAPT. Case 2: Women, 53 years old, came to ER with typical chest pain within 1 hour. She had controlled HTN. BP:
110/80 mmHg, HR: 60 times/minute. ECG showed STEMI inferior. The patient got DAPT and a fibrinolytic
agent, then transferred to ICU. After 2 hours, ECG showed successful fibrinolytic. Conclusion: Time is muscle. Early reperfusion by pharmacological therapy is needed if access to PCI Centre is
longer than 120 minutes from the first diagnosis of STEMI. Keywords: autolysis, DAPT, reperfusion, STEMI, fibrinolytic Important Roles of Early Loading DAPT and Fibrinolytic on STEMI Patients in Non-Capable PCI
Hospital: Case Series Important Roles of Early Loading DAPT and Fibrinolytic on STEMI Patients in Non-Capable PC
Hospital: Case Series P.N. Permatasari1, I. Handirosiyanto2 Conclusion One of the uncommon side effects for patients who received DAPT is hemorrhagic stroke. For some high-risk
patient subsets, such as those who have had a previous stroke or TIA, the risk of ICH associated with DAPT must
be carefully considered. Physicians may use risk prediction scores to outline this trade-off, which can improve the
process of making decisions together with patients who are at high risk for bleeding. Keywords: Acute myocardial infarction, CVA hemorrhage, Anticoagulant, Antiplatelet, DAPT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Important Roles of Early Loading DAPT and Fibrinolytic on STEMI Patients in Non-Capable PCI
Hospital: Case Series Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Unusual Case of Critical Limb Ischemia as a Complication of Blood Culture Negative Infective
Endocarditis in Children: A Rare but Serious Condition A. Alamsyaputra1, S.Y. Pradana1, I.P. Farissa1, A. Priyatno2
1Faculty of Medicine, Diponegoro University – Dr. Kariadi Central General Hospital,
Semarang, Indonesia
2Department of Pediatric, Faculty of Medicine, Diponegoro University – Dr. Kariadi Central
General Hospital Semarang, Indonesia Case illustration: Case illustration: A 10 years old boy admitted to hospital with exertional dyspnea and orthopnea. He was indolent, low-
grade fever, distended abdomen, and swollen legs. Pansystolic murmur was heard at the apex and Chest X-Ray
showed left atrial and left ventricle cardiomegaly. Echocardiography revealed severe mitral insufficiency with
vegetation at the posterior mitral leaflet. Blood culture was shown negative, but based on Clinical Criteria on
Modified Duke Criteria he graded as Definite IE and managed with empirical antibiotics for a month. Half year
after antibiotics, he developed right leg claudication, reddish, and swelling. Doppler Ultrasonography showed no
flow from popliteal to tibialis anterior and posterior artery, no thrombus was seen. Arteriography was performed
and shown total occlusion at proximal tibialis artery with collateral vessel filled the distal part unto pedis. Embolectomy was performed and revealed occlusive, crushed artery at the distal femoral arteries. Repair the
damaged arteries was done afterward. Background: Blood Culture Negative Infective Endocarditis (BCN-IE) is a type of Infective Endocarditis (IE)
characterized by lack of growth of bacteria or other microorganisms in blood cultures. One of IE complication are
Embolic Events (EE) which caused by migrating cardiac vegetations. The incidence of EE ranged from 20-50%,
and 6% happen in peripheral artery. P.N. Permatasari1, I. Handirosiyanto2 Loading DAPT and DAPT with Fibrinolytic made an
important role in each case. Conclusion: Time is muscle. Early reperfusion by pharmacological therapy is needed if access to PCI Centre is
longer than 120 minutes from the first diagnosis of STEMI. Loading DAPT and DAPT with Fibrinolytic made an
important role in each case. Keywords: autolysis, DAPT, reperfusion, STEMI, fibrinolytic Keywords: autolysis, DAPT, reperfusion, STEMI, fibrinolytic Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology A Simplified Technique Ductal Stenting in A Complex Duct-Dependent Pulmonary Circulation Infant:
The Transfemoral Venous Shortcut A. Alamsyaputra1, I.P. Farissa1, M. Helthayana1, A.Yudha1, A. Priyatno2
1Faculty of Medicine, Diponegoro University – Dr. Kariadi Central General Hospital, Semarang, Indonesia
2Department of Pediatric, Faculty of Medicine, Diponegoro University – Dr. Kariadi Central General Hospital
Semarang, Indonesia Background: Transcatheter Patent Ductus Arteriosus (PDA) stenting currently an acceptable palliative treatment in
newborns suffering from duct-dependent pulmonary circulation requiring neonatal repair or palliation with a
secure source of pulmonary blood flow until more definitive surgery can be performed. This procedure remains
technically a challenge in complex ductal morphology, which may eventually lead to detrimental outcomes with
a failure rate of 16-20%. g
Conclusion: Multiple clinical series have shown that the risk of EE decreases generally to 10-15%, within 1 week
after initiation of appropriate antibiotic therapy. In BCN-IE no pathogen was isolated in blood cultures or in other
specimens (embolism, valve tissue), so choosing treatment regimen can be difficult. Empiric antimicrobial therapy
can be started and epidemiologic features of each case should be evaluated to assist broader coverage in defining
treatment regimen. We also have to distinguish BCN-IE with Non-Bacterial Thrombotic Endocarditis caused by
systemic lupus erythematosus, antiphospolipid syndrome or malignancy so we can treat the underlying cause. Keywords: Infective Endocarditis, Peripheral Arterial Disease, Embolic Event Keywords: Infective Endocarditis, Peripheral Arterial Disease, Embolic Event Keywords: Infective Endocarditis, Peripheral Arterial Disease, Embolic Event Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
A Simplified Technique Ductal Stenting in A Complex Duct-Dependent Pulmonary Circulation Infant:
The Transfemoral Venous Shortcut Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case illustration: A 3 months old girl admitted to hospital with cyanosis and shortness of breath. She appeared to be under
weight, rapid breathing and bluish with the saturation is 64% room air. Continuous machinery murmur was heard
on the left infraclavicular area. Transthoracal Echocardiography showed PA-VSD (Fallot Type), PFO and a
vertical duct PDA under the aortic arch. We performed catheterization procedure through femoral vein, MPA2
catheter successfully passed through from IVC, RA, RV to the distal of aortic arch via Ventricular Septal Defect. Aortography was performed and revealed a long tortuous vertical duct PDA Ø 11 mm under the aortic arch with
stenosis at the proximal part of RPA and LPA. There was no MPA. Wire crossed through the PDA to distal of
RPA using JR3.5/4F catheter and a 4.0 x 19 mm DES was successfully deployed. The peripheral saturation
increased to 88%. Later Unfractionated Heparin was given for two consecutive days and switch to acetylsalicylic
acid the day after. There were no complications afterward. Conclusion: Ductus arteriosus morphology and location influences technique and determines complexity, safety,
duration, and final outcome of ductus arteriosus stenting.2 In PDA with very proximal origin, a stable position of
the Judkin’s right catheter tip in the PDA can be accomplished by the antegrade transvenous route, across the
VSD and into the ascending aorta, however, negotiating multiple angles and curves in the PDA may still be
cumbersome and arduous procedure. Keywords: PDA, PDA stenting, Pulmonary Atresia, Duct-Dependent Pulmonary Circulation Keywords: PDA, PDA stenting, Pulmonary Atresia, Duct-Dependent Pulmonary Circulation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Multiple Culprit Lesion in A Patient with ST-Segment Elevation Myocardial Infarction: A Double
Trouble Rare Case Report
S. Andrian1, W. Erlanda1, M. Prasetya1, C.K. Krevani1, M. Syukri1, S. Phalguna1
Universitas Andalas, Padang/RSUP Dr. M. Djamil Padang1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Brugada syndrome (BrS) is a rare autosomal-dominant inherited arrhythmic disorder characterized by coved-
type ST-segment elevation with negative T wave in the right precordial leads ECG pattern without structural
heart disease. Patients with Brugada syndrome are at risk for sudden cardiac death (SCD) due to ventricular
arrhythmia with predominantly occur in men (5.5-fold risk) compared with women. The mean age of patients
with ventricular arrhythmia episodes is 26-56 years old. Arrhythmic events observed at rest or while asleep with
most frequently occur from 12 am to 6 am, and the least frequent occur during the daytime. It can be
asymptomatic for life or present with syncope (range from 17 to 42%) in some patients. Case Illustration We present a 65 years-old woman with typical chest pain at rest in early morning (03.00 am) with ST-segment
elevation in the right precordial leads (V1-V3) Brugada pattern. Patient with risk factor of uncontrolled diabetes
mellitus type II, from laboratory examination we found a hyperglycemic state with FBG 227, RBG 302, and
HbA1C 7,7. History of syncope or cardiac disease was denied. Serial ECG and cardiac enzyme examination was
no resolution in ST-segment and no alternation in cardiac enzyme. From DCA examination was found a stenosis
20-30% at proximal RCA. Calculation on Shanghai Score System was 3.5 score, with conclusion possible
Brugada Syndrome. Because there was no clinical criteria in this patient, we conclude the patient with
asymptomatic Brugada pattern type 1. Patient was being closely monitoring and advised to do EP study to
stratify the possibility of ventricular arrhythmia events in the future. Brugada in Elderly, What Should We Do? Brugada in Elderly, What Should We Do? I.V. Nugroho1, A.F. Rahimah2
Fakultas Kedokteran Universitas Airlangga1
RS Saiful Anwar2 Indonesian Journal of
Cardiology S. Andrian1, W. Erlanda1, M. Prasetya1, C.K. Krevani1, M. Syukri1, S. Phalguna1
Universitas Andalas, Padang/RSUP Dr. M. Djamil Padang1 Background: The reported incidence of multiple thrombotic coronary occlusions reached 50% in an autopsy
series of patients who died from sudden cardiac death and occur in about 4,8 % of the cases, suggesting that the
incidence is low in clinical practice because most of the patients die before medical contact. Although for the most
part, this occlusion involves a single coronary artery, simultaneous thrombotic occlusions in multiple coronary
arteries in the setting of STEMI are rare, and poorly understood. g
p
y
Case Illustration: A 57 years old man came to the emergency room of Dr. M Djamil Hospital with typical chest
pain 11 hours before admission. The pain scale was 6/10. The patient also complained of fainting for less than 1
minute while in chest pain, then soon recover. The patient was compos mentis with BP 87/60 mmHg, HR 36
x/min regularly, SO2 98 % on room air. The ECG revealed TAVB with ST elevation at lead II, III, aVF, V1-V4,
V3R-V4R, and V7-V9. Troponin-I was increased (14.499 ng/mL). The patient performed TPM and continued to
primary PCI. The angiography result was CAD 2VD with total occlusion at proximal LAD and proximal RCA
and normal LM, LCX. The patient continued with PCI then stented DES 3,0x46 mm at osteal-mid RCA, POBA
at osteal-distal LAD with residual stenosis at proximal-distal LAD, TIMI flow 3 MBG 3. After being hospitalized
for 6 days, the patient was discharged in stable condition. y
p
g
Conclusion: Simultaneous thrombosis of the coronary artery in the course of AMI is an uncommon entity. A step-
by-step approach in decision making about device utilization and pharmacotherapy, in adherence with the most
recent and widely accepted guidelines, alongside a flexible interventional strategy, is crucial in effectively
managing such complex and unusual cases. Keywords: Multiple thrombotic coronary occlusion, PCI Coronay Angiography Coronay Angiography Coronay Angiography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Cor Triatriatum Dextra (CTD) is a rare congenital cardiac anomaly which can be found in adults and should be
considered as a differential diagnosis when patients present with atrial tachycardia and heart failure. Although it
is rare, there has been an increase in diagnosis due to developments in diagnostic imaging techniques. Echocardiography has an important place in the diagnosis of congenital pathologies in this rare group. Case Illustration A 25-year-old female patient was admitted to our hospital with the complaint shortness of breath was accompanied
by palpitation. On physical examination, There were rales in the lung basals by auscultation. There was an apical
2/6 systolic murmur on cardiac auscultation. Blood pressure was 128/76 mmHg, respiratory rate was 32/ min and
pulse was 180/ min. 12-lead ECG revealed atrial tachycardia with intermitten WPW. Ejection fraction was normal
in transthoracic echocardiography. Left atrium and right atrium were large. Transthoracic echocardiography
revealed moderate mitral regurgitation, mild tricuspid regurgitation. In addition, a fibromuscular membrane
dividing the right atrium in two, compatible with the CTD was observed in the right atrium. Cardiac magnetic
resonance imaging and multiclice computed tomography were recommended to determine additional congenital
anomalies and to determine the need for surgery. Surgical treatment was recommended for the treatment of CTD
because of symptomatic valvular diseases and the need for additional cardiac surgery. Cor triatriatum dextra: A rare disease with a common presentation T.Y. Nugraha1, A. Rizal1, C.T. Tjahjono1
saiful anwar hospital1 T.Y. Nugraha1, A. Rizal1, C.T. Tjahjono1
saiful anwar hospital1 Conclusion Patient with asymptomatic Brugada pattern type 1 could be advised to do close follow up and do EP study to
stratify the possibility of ventricular arrhythmia events in the future without any medication therapy. Keywords: Keywords: Indonesian Jo
Cardiol
Indonesian J Cardiol 2
pISSN: 2830-3105 / eI
doi: 10.30701/
Cor triatriatum dextra: A rare disease with a common presentation
T.Y. Nugraha1, A. Rizal1, C.T. Tjahjono1
saiful anwar hospital1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusions: RHD and severe MR patient who refuse to do surgery need a strategy for optimal medical therapy.
Keywords: severe MR, RHD, optimal medical therapy Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Although CTD is a very rare congenital anomaly in the society, the development of diagnostic methods has
increased the diagnosis of this anomaly. Symptoms and signs of right heart failure and supraventricular
arrhythmias are common in this anomaly. The present case demonstrates the use of different modalities to evaluate
CTD; each modality has its own limitation. In most cases, more than one diagnostic imaging modality is necessary
to come to a definitive conclusion. Keywords: Keyword : Cor Triatriatum Dextra, Atrial Tachycardia
Figure A. ECG at dr. Saiful Anwar Hospital showed atrial tachycardia with intermitten WPW, Figure B and C
TTE Showed a fibromuscular membrane dividing the right atrium Keywords: Keyword : Cor Triatriatum Dextra, Atrial Tachycardia Keyword : Cor Triatriatum Dextra, Atrial Tachycardia Figure A. ECG at dr. Saiful Anwar Hospital showed atrial tachycardia with intermitten WPW, Figure B and C
TTE Showed a fibromuscular membrane dividing the right atrium Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:su
pISSN: 2830-3105 / eISSN: 2964
doi: 10.30701/ijc.1537
Severe Mitral Regurgitation (MR) due to Chronic Rheumatic Heart Disease (RHD) with Increase in
Pulmonary Arterial Pressure : How to treat conservatively? J.E. Yulianto1, A.K. Syammarhan1
1 Severe Mitral Regurgitation (MR) due to Chronic Rheumatic Heart Disease (RHD) with Increase in
Pulmonary Arterial Pressure : How to treat conservatively?
J.E. Yulianto1, A.K. Syammarhan1
RSUD Inche Abdoel Moeis Samarinda1 Severe Mitral Regurgitation (MR) due to Chronic Rheumatic Heart Disease (RHD) with Increase in
Pulmonary Arterial Pressure : How to treat conservatively? J E Yulianto1, A.K. Syammarhan1 J.E. Yulianto1, A.K. Syammarhan1
RSUD Inche Abdoel Moeis Samarinda1 Background : RHD is a sequel of ARF resulting from an abnormal immune response to GAS infection that
triggered valvular damaged. MR is the most common valvular abnormality at the early RHD stages, associated
with ongoing inflammatory rheumatic activity and may resolve with effective treatment of the acute carditis and
continued prophylactic therapy. In the late time course, MR is often associated with stenosis owing to intrinsic
valvular lesions like fibrosis with retracted leaflets, restricted mobility and commissural fusion. According to ESC
guideline, valve surgery is indicated in patient with persisting severe MR and symptomps. But the most problem
in Indonesia, especially in Samarinda, patients often refused to do surgery, so the Cardiologist should do
improvisation for an optimal medical therapy without surgery. p
p
py
g y
Case Illustration: Mrs.E, 34th years old,come to the ER with her chief complain is shortness of breath, PND,
Orthopneu and swelling in abdomen. She was diagnosed with VHD during her first pregnancy in 12 years ago. Since childhood, she often experienced fever, sorethroat, with joint swelling. Physical examination show
normotensive, takipneu, irregular pulse, raised JVP, rheels in bilateral lungs, holosystolic murmur in apex, and
ascites. Laboratory findings normal limit, except increase of ASTO titer (800 IU/mL). ECG shows AF RVR and
RVH. Chest X-ray shows RAH, RVH, with pulmonary oedema. Echo results EF 49% with all chambers dilatation,
severe MR (MR ERO 1,3 cm2) with SEC in LA, and severe TR. MV characteristic fit to definite RHD: MR seen
in all view,jet length≥2 cm, velocity 4,20 m/s, chordal thickening and restrictive leaflet motion. She refused to do
surgery, so we treat conservatively with triple diuretic, ACEi, BB, Anticoagulant, and GAS Eradication with
erytromicin. Conclusions: RHD and severe MR patient who refuse to do surgery need a strategy for optimal medical therapy. Keywords: severe MR, RHD, optimal medical therapy Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background: ST Elevation Myocardial Infarction still become an emergency condition and need perform primary PCI in PCI
Centre. However, we also see patients who present with significant ST-elevations on the initial electrocardiogram
but show complete spontaneous resolution of ST-elevations and clinical symptoms. This clinical condition is
referred to as ‘transient STEMI’ and is reported to occur in 6% of all patients presenting with acute coronary
syndrome. Early invasive strategy was a procedure that perform for this case. We describe a case of a Transient
STEMI which perform early invasive strategy. STEMI WITH COMPLETE SPONTANEOUS RESOLUTION OF ST-ELEVATIONS AND CLINICAL
SYMPTOMS: FRIEND OR FOE V. Mayangsari1, N. Kurnianingsih1, C. Kahadi1
Brawijaya University - Saiful Anwar General Hospital1 Case Illustration: A 48-year-old Asian male come to ER dr. Saiful Anwar General Hospital with typical chest pain, with VAS 9/10,
and 6 hour onset. He was an active smoker more than 20 years old. He in hemodynamic without support, with BP
100/60, HR 71bpm, RR 18tpm, SpO2 97%. At First Medical Contact (FMC) onset 1,5 hours, we found ST
Elevation in Lead II (3mm), III (2.5mm), aVF (4mm); ST depression in lead V1-V4, aVR, I, aVL (reciprocal). He got Loading ASA 320mg from FMC, then at 3 hours onset his chest pain was release with VAS 2-3/10 then
perform ECG again, that ST Elevation got resolution without ECG evolution. From laboratory, Troponin I level
1,9 (onset 6h), 4,6 (onset 10h) then 1,6mcg/L (onset 16h). He performs an early invasive strategy and did not any
significant lesion with TIMI Flow 3 in all Coronary Artery, unlike other cases with significance lesion. He got
heparinization, then after four days of care his chest pain was relieved and discharged in good condition. Conclusion: BRASH SYNDROME IN SECUNDUM ATRIAL SEPTAL DEFECT: LOST IN PLAIN SIGHT S. Manurung1, A.R. Pratama1
Sultan Suriansyah General Hospital1 Case Illustration : A 48-year-old female with chronic kidney disease stage 5, essential hypertension, chronic heart failure, and
receiving bisoprolol presented to the Emergency Department with lethargy and weakness that started 3 days ago,
with rapid deterioration into shock with bradycardia. She denied any family history of congenital heart
disease. Laboratory findingshyperkalemia (6,33 mmol/L), and acute kidney injury (urea 86.8 mg/dL, creatinine
7.19 mg/dL, CrCl 8) was presented. The initial electrocardiogram was remarkable for junctional rhythm with heart
rate of 39 bpm. Chest x-ray showed cardiac enlargement with features of pulmonary edema. The echocardiogram
revealed large sized secundum Atrial Septal Defect (ASD) with a left to right (L to R) shunt and intermediate
probability pulmonary hypertension. The right atrium, right ventricle were dilated suggestive of a significant L to
R shunt. Her biventricular contractility was noted to be normal with ejection fraction 77%. Bisoprolol was
immediately held. Potassium-lowering agents and diuretic were begun, as were dopamine for vasopressor support. sildenafil was given to treat pulmonary hypertension. Hyperkalemia can be overcome. Renal function improved
and heart rate stabilized at 80 bpm. The patient was discharged and advised to avoid atrioventricular-blocking
agents, with Cardiology follow-up. p
Conclusion: ST-elevations with complete spontaneous resolution of ST-elevations and clinical symptoms is still be happen in
patient with acute coronary syndrome. Early invasive strategy should be performed, although its significance or
not significance lesion in coronary artery for definite treatment. Keywords: Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
BRASH SYNDROME IN SECUNDUM ATRIAL SEPTAL DEFECT: LOST IN PLAIN SIGHT Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background : Bradycardia, Renal failure, AV-Nodal blockers, Shock, Hyperkalemia Syndrome (BRASH syndrome) is
fundamentally a synergistic process created by a combination of hyperkalemia and renal failure synergizes with
AV-nodal blockers, consequently between the clinical condition of patients with the degree of hyperkalemia and
bradycardia are inappropriate. Therefore, rapid diagnosis and management of this entity are crucial to reduce
mortality. We report a case and the management of BRASH syndrome in the Emergency Department. Case Illustration : Case Illustration A 67 years old male presented with chest pain since 9 hours in emergency room (ER). Chest pain accompanied
by diaphoresis, duration more than 30 minutes, not improved by rest. There was no shortness of breath and
palpitation. Patient was an active smoker as a risk factor of coronary artery disease (CAD). ECG showed sinus
rhythm with rate 94 beat per minute, Q pathologic at V1-V4 lead, ST elevation 1-4 mm at lead I, aVL, V1-V6,
ST depression at lead II, III, AVF. Chest x-ray showed no pathologic finding. Blood laboratory showed troponin
I 13.310 ng/L. Patient underwent primary percutaneous coronary intervention (PPCI) got implanted 1 stent at
proximal left anterior descendant (LAD) on CAD 1 vessel disease (VD) TIMI flow 2 MBG 2. The patient got
therapies ASA 1x100 mg, ticagrelor 2x90 mg, enoxaparin 1x0,4 cc SC for 3 days, atorvastatin 1x40 mg, and
ramipril 1x2,5 mg. The patient had progressive massive pericardial effusion. The patient observed for 14 days and
not underwent pericardiosentesis because not showing tamponade sign. The patient discharged with stable
condition with therapies ASA 3x800 mg for one month tapering off, clopidogrel 1x75 mg, colchicine 1x0,5 mg,
atorvastatin 1x40 mg, ramipril 1x2,5 mg, and lansoprazole 1x30 mg. Background g
Acute pericarditis post myocardial infarction (MI) is one of post cardiac-injury syndrome (PCIS) type. Pericarditis post myocardial infarction divided into 2 : early onset and late onset. MI didn’t get successful
reperfusion increased risk of post MI complication. Acute pericarditis post MI is not dangerous, however can be
life threatening if accompanied with massive pericardial effusion that can develop into cardiac tamponade. Post Myocardial Infarction Acute Pericarditis I. Yaqzhan1, M. Syafri1
Universitas Andalas1 g
Conclusion : BRASH syndrome guarantees increased awareness among clinicians because early recognition of this syndrome
can initiate the proper management and recovery of the patient. BRASH syndrome guarantees increased awareness among clinicians because early recognition of this syndrome
can initiate the proper management and recovery of the patient. Keywords: BRASH, ASD, hyperkalemia, bradycardia Keywords: BRASH, ASD, hyperkalemia, bradycardia Keywords: BRASH, ASD, hyperkalemia, bradycardia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Most of the symptoms related to acute heart failure (HF) are caused by congestion, and loop diuretics represent
the mainstay of its treatment. Furosemide as a potent loop diuretic is one of the main therapies given to heart
failure patients with congestion. The diuretic effect of furosemide can cause fluid and electrolyte depletion in the
body, influenced by the dose and preparation given. Furosemide has been rarely reported as the cause of
thrombocytopenia. Furosemide-Induced Thrombocytopenia in Heart Failure: A Case Report S.E. Laelaem1, I. Haryana2, S. Tiro3
Puskesmas Masohi1
Universitas Pattimura2
Siloam Hospitals Ambon3 Conclusion This case highlights complication that can happen in STEMI patient, moreover in failed revascularization. Acute
pericarditis post MI can be life-threatening condition especially if accompany with massive pericardial effusion. Watchful monitoring is essential in these patients. Keywords: Myocardial infarction, acute pericarditis, pericardial effusion Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration In this report, we present a case of a 55-year-old female with congestive heart failure, who had been treated with
Furosemide which was identified as the probable cause of her drug-induced thrombocytopenia. She had been
receiving oral furosemide for her heart failure. She was brought to the Emergency Department (ED) caused of
shortness of breath. In ED she received intravenous (IV) furosemide 20mg/day. The patient's labs revealed for
leukocytosis, thrombocytopenia, high serum creatinine, hyponatremia and hypochlorhydria. At first, her platelet
counts were 51x103/mm3, when the dose of IV furosemide increased to 120mg/day her platelet counts dropped to
33x103/mm3. After a dose reduction back to 60mg/day the patient's platelet count 38x103/mm. A peripheral blood
smear found platelet count below the lower limit of normal and morphology was normal so its analyze as suspect
drug-induced thrombocytopenia. Background : It is recognized that acute myocardial infarction (MI) can occur not attributable to atherothrombosis. The fourth
universal definition of MI defined type 2 MI as an ischaemic MI in the context of mismatch oxygen supply and
demand.1 Case illustration : A 59-year old female came to the emergency room with the aggravating dyspnea since 4 days, fever and phlegm
cough before admission, no chest discomfort felt. The respiratory rate was 27 times per minute with 94% room
air saturation. Rhonchi were heard but no others significant findings. Electrocardiogram (ECG) showed no
remarkable results. The patient was diagnosed with pneumonia, chronic obstruction pulmonary disease (COPD)
and chronic cor pulmonale. The saturation dropped below 80% on day 3, the dyspnea have worsened, also chest discomfort felt. Marked ST
segment depression in lead V3-V6 and II, III, aVF have seen on repeated ECG with elevation of Troponin T (140
ng/L). We concluded the patient had type 2 MI as it met the criteria of cardiac biomarkers elevation and evidence
of myocardial ischaemia2, also the patient not presumably having a history coronary artery disease (CAD) and
there was evidence of oxygen supply deficit. It was also in coherent with the patient’s sex, old-age and COPD
comorbid.2,3 No specific therapy was given, the treatments were for the underlying diagnosis resulting in type 2 MI. The key
points are pretest probability of type 1 MI and risks of giving or witholding the type 1 MI treatments.4 On the day
4, the complaints were subsided and the oxygen saturation went back to 92-93% after antibiotics therapy. We
repeated the ECG and it showed normalization. M. Septian1, T. Nandhika2, A.F. Prianda1, A.R. Ruhukail1
RS Hasna Medika Kuningan1
RSUD 45 Kuningan2 M. Septian1, T. Nandhika2, A.F. Prianda1, A.R. Ruhukail1
RS Hasna Medika Kuningan1
RSUD 45 Kuningan2 Conclusion Based on this case report, clinicians should consider furosemide as one of the drugs potentially causing
thrombocytopenia. y p
Keywords: Furosemide, heart failure, drug-induced, thrombocytopenia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Challenging Management of Sinus Valsava Rupture and Aortic Regurgitation as a Complication of
Doubly Committed Subaortic Ventricular Septal Defect : A Case Report. W. Mubarok1, M.H. Trisnawan1, S. Sungkar2 g
1 Faculty of Medicine, Diponegoro University, Semarang, Indonesia 2 Departement Cardiology and Vascular Medicine, Dr. Kariadi General Hospital Semarang, Indonesia
ackground Doubly committed subarterial ventricular septal defects account for 10% of ventricular septal defects. The
management of aortic regurgitation and rupture of sinus valsava in the setting of ventricular septal defect has
always been challenging. Case Illustration A 22 years old man was referred to our hospital because of shortness of breath, palpitation and deterioration in
exercise capacity. The complains worsen in last 6 month. Cardiac ecamination found a thrill and loud continous
murmur along the left sternal border. The ECG represent sinus rythm 89 bpm with multifocal PVC. Distended
jugular venous pressure, ascites and edema at lower extremity were present. Chest x-ray showed pancardiomegaly
and the echocardiography were found a doubly committed subaortic ventricular septal defect with the severe aortic
regurgitation and rupture of sinus valsava. The management of this patient including diuretic, ACE-i, digoxin and
drainage of ascites. For further management, the patient underwent surgical correction with ventricular septal
defect closure and aortic valve replacement. Conclusion : Conclusion :
We provide the case of MI that result from non-atherothrombotic cause, thorough investigations and therapeutics
approaches are needed for better outcome. We provide the case of MI that result from non-atherothrombotic cause, thorough investigations and therapeutics
approaches are needed for better outcome. Keywords: myocardial infarction, oxygen supply and demand mismatch
Fig. (A) Electrocardiogram (ECG) of first patient came to the ER. (B) Repeated electrocardiogram (ECG) with
depression of ST segment in lead V3-V6 and II, III, aVF Keywords: myocardial infarction, oxygen supply and demand mismatch Fig. (A) Electrocardiogram (ECG) of first patient came to the ER. (B) Repeated electrocardiogram (ECG) with
depression of ST segment in lead V3-V6 and II, III, aVF Background g
The culprit lesion is used to designate the coronary stenosis thought to be responsible for the acute coronary
syndrome. Case Illustration A 54-year-old male with typical chest pain during badminton and called for ambulance. The patient had previous
history of PCI 5 years ago and had permanent afib. There is no significant finding in physical examination and
hemodynamic. Patients routinely take rivaroxaban 15mg once daily, aspirin 80mg once daily. The loading dose
of aspirin 160mg, clopidogrel 300mg was given by the ambulance physician and ticagrelol 90 mg at the emergency
room. ECG showed atrial fibrillation normoventricular response, rate 60 bpm,LAD,borderline ST elevation II, III and
avf. Coronary angiogram showed right dominant, proximal classification in RCA, ectasis from proximal to distal, 80%
lesion in middle RCA, multiple mild lesions in distal+middle RPL and proximal RPDA. Normal left main
coronary. 20% lesion in proximal LCX, 80% lesion in distal LCX (small calibre), 30% lesion in OM2, 80% lesion
in ostial LPL, TIMI 3 distal flow and in LAD: proximal calcification, 35% mild lesion intra old stent in proximal
mid LAD, 50% calcified lesion in mid distal LAD (from old stent), TIMI 3 distal flow. All coronaries flow were
normal TIMI 3. In this case, IVUS is not possible because it is under maintenance. Judging from the typical chest pain & history of previous heart attack and atrial fibrillation, it was decided to stent
the RCA that looked as a stable lesion that create confusion which is the culprit lesion. Conclusion Ventricular septal defects can lead to aortic regurgitation and ruptur of sinus valsava because of ventury effect. Echocardiography provided a complete evaluation of such cases and prohibited missed diagnosis of other
coexistent congenital heart defects. Management of such condition include therapy of heart failure and surgical
correction. Keywords: aortic regurgitation, ventricular septal defect, rupture of sinus valsava Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 SUCCESSFUL PERCUTANEOUS CLOSURE OF ATRIAL SEPTAL DEFECT USING ZERO
FLUOOROSCOPY TECHNIQUE IN PREGNANT WOMAN I. Kamelia1, H. Martini2, V. Yogibuana2, A.F. Rahimah2, A. Wicaksono1, E. Fathoni1
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia;
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia Conclusion In case with clinical and typical investigations of STEMI, normally it will be easy to find the culprit lesion. This
case did not find a typical culprit lesion, IVUS can play a role in providing information of the stability of suspect
lesion based on borderline ST changes of the ECG Keywords: STEMI, Culprit, AFib Angiography RCA Angiography RCA BACKGROUND Atrial septal defects (ASDs) are one of the most common acyanotic congenital heart lesions with the initial clinical
presentation and diagnosis or getting worsening clinical symptoms during pregnancy. If indicated, percutaneous
closure can be performed safely. We report successful percutaneous closure by zero fluoroscopy technique in
pregnant patient with ASD-PH. p g
p
CASE ILLUSTRATION A 38-year-old woman with diagnosis ASD-PH. TEE was demonstrated a large ASD measuring 28 - 32 mm with
adequate rim suitable for closure by device. Result from RHC was ASD secundum with pulmonary hypertension
high flow high resistance (mPAP 58mmHg and PARi 2.4 wu.m2 post oxygen test). She scheduled to performed
ASD closure by device. But before closure had been done, she had got pregnant. Doctor in charge planned to
perform closure as soon and safe as possible in second trimester of pregnancy. The procedure then performed under general anesthesia, using TEE guidance. Femoral venous access was
achieved with a 14 F sheath inserted into the right femoral vein. The defect was crossed with a guide wire using
TEE guidance. Considering the defect size and not available balloon assist device, operator decided to use
modified-catheter assisted technique. The defect was then closed percutaneously using a 40 mm ADO device with
no residual shunting and sufficient rim attachment on evaluation by TOE. After procedure done, there is no
complication and patient came home safely. Clozapine-induced Cardiomyopathy: A Reversible Outcome With Lethal Effects Y. Newary. D.L. Munawar1
Binawaluya Hospital1 p
CONCLUSION Pulmonary hypertension who may develop in patient with congenital heart diseases is one of contraindication of
pregnancy. In our case, in spite of unexpected pregnant condition in patient with ASD-PH, the team in charge can
give prompt treatment by perform percutaneous closure using zero fluoroscopy technique at second trimester. The
timing of ASD closure is important to minimize the risk of radiation exposure to the developing fetus. Keywords: Atrial septal defect (ASD), percutaneous closure, Pregnancy, Zero fluoroscopy technique. Transthoracal Echocardiography showed Atrial septal defect 31mm Transthoracal Echocardiography showed Atrial septal defect 31mm Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Clozapine-induced Cardiomyopathy: A Reversible Outcome With Lethal Effects Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background Background
Acute pulmonary embolism (PE) and acute coronary syndrome (ACS) are considered to be potentially life
hreatening. Both have signs and symptomps that are common to either presentation such as dyspneu, chest
discomfort and hemodinamic instability. Background g
Drug-induced cardiomyopathy is a potentially reversible form of acquired CM and a common consequence
of exposure to numerous medically prescribed drugs. It is particularly a common serious adverse side effect of
anticancer, antiretroviral and antipsychotic therapies. Rarely, clozapine, an antipsychotic drug used to treat
schizophrenia, has been reported to cause cardiomyopathy, as we report in this case. Case Illustration A 17-year-old man who was known to have schizophrenia and was on clozapine therapy, presented in our
emergency department with clinical heart failure worsening 6 hours before admission. On physical examination,
he was tachycardia, tachypneu and . ECG demonstrated left ventricular hypertrophy and chest x-ray showed
cardiomegaly with pulmonary congestive. Echocardiography showed a reduced left ventricular ejection with
dilated all cardiac chamber. CT coronary showed no abnormality. Other laboratory results high NTproBNp with
negative respiratory viral panel including COVID-19 PCR, negative blood cultures and BTA. Then the patient
was performed CT thorax with result thrombus in left pulmonary artery and the branch of segmented left
pulmonal. The patient received management of heart failure with reduced ejection fraction. He improved clinically
and was continued on anticoagulant therapy for embolism pulmonary. Conclusion Several researches have discussed possible mechanisms to explain clozapine-related cardiac side-effects
such as cardiomyopathy. Given the potential risk to patients, it is obviously important to make the diagnosis as
early as possible. Careful monitoring of cardiac function in patients started on clozapine would therefore have to
be considered an important part. p
p
Keywords: cardiomyopathy, clozapine, heart failure Keywords: cardiomyopathy, clozapine, heart failure Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 P. Maulina1, M. Yanni2
Faculty of Medicine, Andalas University, Padang, Indonesia1
Department of Cardiology and Vascular Medicine, DR M Djamil Hospital, Padang, Indonesia2 P. Maulina1, M. Yanni2
Faculty of Medicine, Andalas University, Padang, Indonesia1 Pulmonary Embolism Mimicking NSTE-ACS P. Maulina1, M. Yanni2
Faculty of Medicine, Andalas University, Padang, Indonesia1
Department of Cardiology and Vascular Medicine, DR M Djamil Hospital, Padang, Indonesia2 Case Illustration A 56-year-old male admitted to emergency room with chest pain and dyspneu since 4 hours before admission. On
physical examination, blood pressure was 123/66 mmHg, tachycardia 135 bpm, tachypneu 33x/minute, and
oxygen saturation 92 % with NRM 15 L/minute. Coarse rales was heard in both of lungs. ECG showed Q
pathologies and inversion of T wave in lead III and aVF. Troponin I level was remarkably high. Due to
hemodynamic instability with signs of acute heart failure, patient was sent to cathlab for immediate invasive
strategy as very high-risk NSTE-ACS. However, coronary angiogram demonstrated normal coronary arteries. Bedside echocardiography showed McConnell’s sign as a sign of pulmonary embolism. Patient was treated with
systemic thrombolytic therapy using Streptokinase, and continued with subcutaneous Enoxaparin. Computed
tomography pulmonary angiography (CTPA) demonstrated thrombus in both of pulmonary arteries (Figure 1),
and Doppler ultrasound showed deep vein thrombosis in both of popliteal vein. After 10 days of Enoxaparin, an
evaluation of CTPA showed decreased in the size of thrombus. He was discharged with Vitamin K antagonist
therapy and CTPA evaluation after 3 months showed no residual thrombus in pulmonary arteries. Conclusion A Case of Autoimmune-induced Acute Limb Ischemia in Patient with Systemic Sclerosis Preceded by
Secondary Raynaud's Phenomenon Autoimmune-induced Acute Limb Ischemia in Patient with Systemic Sclerosis Preceded by
Secondary Raynaud's Phenomenon R. Istisakinah1, T.S. Tartila2, I.F.A. Putra2 General Practitioner, Hasna Medika Kuningan Heart Hospital, West Java, Indonesia2 Background: Secondary Raynaud's phenomenon (RP) is common first manifestation of connective tissue disease
and presented in nearly 95% patients with systemic sclerosis (SSc). Secondary RP can indicate severe underlying
vasculopathy with greater risk of tissue ischemia and ulceration. We present a case of autoimmune-induced acute
limb ischemia in patient with SSc preceded by secondary RP as heralding manifestation. Case Illustration: A 44-year-old female came to our outpatient clinic with years history of episodic painless
discoloration of fingers and toes on exposure to low temperature. The patient also developed skin dyspigmentation
and stiffness in the last 1 year. General examination revealed skin hyperpigmentation and thickening, with the
appearance of salt-and-pepper pigmentation around forehead, nose bridge, and upper chest. There was no
ulceration found from initial encounter. Demographic and clinical features suggested secondary RP caused by
SSc, further confirmed by positive antinuclear antibody. We gave oral nifedipine and nitrate for routine treatment. Three months later, the patient came to ER with a week history of digital ulcers accompanied by darkening of the
skin and pain. Physical examination discovered multiple bilateral ulceration with gangrene on her toes, with
absence of peripheral pulsation of both right and left dorsalis pedis arteries. Doppler ultrasound showed no flow
with no thrombus in bilateral tibialis anterior and dorsalis pedis arteries. We concluded that ischemic injury was
induced by autoimmune-mediated vasculopathy. The patient was treated with oral nifedipine, nitrate, cilostazol,
and enoxaparin injection. There was only slight improvement, so we referred the patient to vascular surgery. Conclusion: We emphasize the need for early recognition of secondary RP and its underlying connective tissue
disease as the condition can lead to severe ischemic injury. Once established, comprehensive management should
be started early to prevent permanent tissue damage and disability Conclusion: We emphasize the need for early recognition of secondary RP and its underlying connective tissue
disease as the condition can lead to severe ischemic injury. Once established, comprehensive management should
be started early to prevent permanent tissue damage and disability. py
Conclusion Physician in emergency room must be aware that pulmonary embolism can present as chest pain and
missdiagnosed as ACS. After excluded ACS with coronary angiogram, in hemodynamic instability patient,
bedside transthoracal echocardiography can be done to see the right ventricle dysfunction. And when
CTPA was not available, we can treat the patient as high risk PE, and systemic thrombolytic was
recommended (Class I B) , as demonstrated in this case. Keywords: Pulmonary embolism, NSTE-ACS Keywords: Pulmonary embolism, NSTE-ACS
Figure 1. CTPA demonstrated thrombus in both of pulmonary arteries Figure 1. CTPA demonstrated thrombus in both of pulmonary arteries Myocardial Infarction With Nonobstructive Coronary Arteries (MINOCA) : a case series S. Fatimah, T. Pramitasari, A.E. Satuti1
RSUD Kota Yogyakarta1 S. Fatimah, T. Pramitasari, A.E. Satuti1
RSUD Kota Yogyakarta1 Background g
Myocardial infarction with non obstructive coronary arteries (MINOCA) is a syndrome characterized by clinical
evidence of MI and angiographically normal or almost normal coronary. Its albeit rare with prevalence only 5 to
6% of all MIs but the reported prevalence keeps rising due to better recognition of this syndrome. Case illustration Case 1 : A 65 years old female came to ER complaining chest pain, described as heavy pressure on her left
chest radiating to the back accompanied by diaphoretic and dyspnea. Electrocardiogram showed ST segment
elevation with frequent VES and elevated troponin I suggest for high lateral STEMI. She was treated with dual
antiplatelet, heparin, diuretic, beta blocker, ARB, and statin. Slow flow in LAD coronary artery without any
occlusion was found during coronary arteriography. In the fifth day of treatment patient was discharged without
any complain. Case 2 : A 55 years old female came to ER complaining shortness of breath. Symptoms began 6 hours before and
progressively worsened. She had high blood pressure, tachypnea and low oxygen saturation. There were rales
and wheezing. Electrocardiogram showed some pathological q wave and laboratory test showed elevated troponin
I. Chest radiograph showed mild pulmonary oedema. She was treated with dual antiplatelet, heparin, vasodilator,
diuretic, statin and ARB. During two days of hospitalization patient continuous experiencing symptom and
suddenly had a very low BP suggest for high risk NSTEMI. She was taken for coronary angiography which
reported no signs of obstructive CAD. In the fifth day of treatment patient was discharged without any complain. Conclusion The causes of MINOCA are several and the optimal management depends mainly on it. Careful consideration and
identification of the underlying cause is important to make a better prognosis and to improve the quality of life of
the patient. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Case of Autoimmune-induced Acute Limb Ischemia in Patient with Systemic Sclerosis Preceded by
Secondary Raynaud's Phenomenon K
d
t
i
l
i
t li b i
h
i
t i (A) Salt-and-pepper appearance over forehead, nose bridge, and upper chest, (B) Dorsal and (C) Plantar view of
ulceration and gangrene of the toes and-pepper appearance over forehead, nose bridge, and upper chest, (B) Dorsal and (C) Plantar view of
ulceration and gangrene of the toes (A) Salt-and-pepper appearance over forehead, nose bridge, and upper chest, (B) Dorsal and (C) Plantar view of
ulceration and gangrene of the toes Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Myocardial Infarction With Nonobstructive Coronary Arteries (MINOCA) : a case series
S. Fatimah, T. Pramitasari, A.E. Satuti1
RSUD Kota Yogyakarta1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Risk factors for cardiovascular disease in patients with non ST segment elevation myocardial infarction :
A case report Keywords: Risk factors for cardiovascular disease, Acute coronary syndrome. Keywords Myocardial infarction, MINOCA Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Risk factors for cardiovascular disease in patients with non ST segment elevation myocardial infarction :
A case report Background Acute heart failure (AHF) commonly is an impending complication to acute myocardial infarction (AMI). AMI
is statistically uncommon in the young adults. Heart failure following AMI is the major driver of late morbidity,
mortality and healthcare cost. Acute Heart Failure Following Acute Myocardial Infarction in a 25 years-old Male: A Reality M.N. Hutapea1, N.P. Pranidya1, A.A. Hakim2, N.R. Utantyo2, A. Parlautan2, P. Wulandari2, F. Ahmad2, A. Nandiwardhana2
General Practitioner, Badan Pengusahaan Batam Hospital, Riau Island, Indonesia1
Cardiologist, Badan Pengusahaan Batam Hospital, Riau Island, Indonesia2 General Practitioner, Badan Pengusahaan Batam Hospital, Riau Island, Indonesia
Cardiologist, Badan Pengusahaan Batam Hospital, Riau Island, Indonesia2 y
Case Illustration A 25-year-old man was referred to our emergency room (ER) due to typical chest pain. He was a heavy smoker
without any medical history before. Physical examinations were found normal during the initial assessment at the
ER. ECG showed an ST elevation in anterior leads and elevated serum troponin I was reported. The chest x-ray
and other laboratories were normal. A coronary angiogram (CAG) was carried out and revealed single vessel
disease with total occlusion in the osteal-proximal part of left anterior descending (LAD) coronary artery. PCI
was successfully done with one stent implanted at osteal-proximal of LAD without any complication. However
during the monitoring in CVCU, the patient’s condition showed symptoms and signs of Heart Failure (HF). Echocardiography showed eccentric LVH and hypokinetic in anterior wall with EF 48%. IVC diameter were
found to be dilated. We perform decongestion strategy using intravenous loop diuretic therapy. We iniated
guideline‐directed HF therapy to achieve euvolemic state and good perfusion. Monitoring HF treatment includes
careful measurement of fluid intake and output, vital signs, and clinical signs and symptoms of congestion and
hypoperfusion is an essential part. Risk factors for cardiovascular disease in patients with non ST segment elevation myocardial infarction :
A case report H. Junianto1, P. Jeremiah1
RS BK Woodward Palu1 Background : Non ST segment elevation acute coronary syndrome is a clinical syndrome consisting of unstable
angina pectoris and non ST segment elevation acute myocardial infarction. Characteristic include chest pain
typical of infarction accompanied by elevated cardiac enzymes ( Troponin ). Case illustration : A 63 year old man came with complain of left chest pain that had appeared since one day ago. The chest pain was felt to radiate to the shoulder, and felt like being hit by a heavy load. Tightness is also
complained of when experiencing chest pain. Chest pain is felt to arise and disappear, appearing during light
activities and at rest. Duration of chest pain is more than 20 minutes, nausea is present, previous history of
hypertension and smoking, history of taking amlodipine 5 mg daily but not regularly. Physical examination, blood
pressure 190/90, pulse 88, respiration 25, and SpO2 98%. Laboratory examination, total cholesterol 223, HDL
40, trigliserida 236, troponin 1,0. EKG examination showed NSTEMI V4-V5, T inversion and LVH. The patient
was recommended for hospitalization and observation for complaint of chest pain. Drug therapy aspilet 80 mg,
clopidogrel 75 mg, isdn 3 x 5 mg, atorvastatin 20 mg, amlodipine 5 mg, ramipril 5 mg, diviti 2.5 mg sc for 3 days. The patient experienced improvement and was educated to stop smoking, reduce high fat foods, take medicine
regularly and healthy lifestyle. After 3 days of hospitalization, the patient was allowed to be outpatient and routine
control at the outpatient clinic. p
Conclusion : In this case, cardiovascular disease risk factors play an important role in patient suffering from acute
coronary syndrome disease. Appropriate and routine treatment should be carried out, and healthy lifestyle can be
implemented to prevent the risk of more severe complication. Keywords: Risk factors for cardiovascular disease, Acute coronary syndrome. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Breaking the Silence: An Insightful Case Series on Hypertensive Emergency in Acute Aortic Syndrome
Patients Breaking the Silence: An Insightful Case Series on Hypertensive Emergency in Acute Aortic Syndrome
Patients A. Alamsyaputra1, I.P. Farissa1, M.F. Ahnaf1, L.D. Pradipta1
RSUP Dr. Kariadi Semarang / Universitas Diponegoro1 Background g
Hypertensive emergency is an abrupt and significant rise in arterial blood pressure in individuals with established
hypertension or spontaneously, causing immediate end-organ damage and requiring fast-acting medications. Acute aortic syndromes are symptomatic thoracic and abdominal aorta disease that require immediate evaluation
and treatment. Acute aortic dissection, intramural hematoma, and penetrating atherosclerotic ulcer are examples. Case illustration First case was 47 years old man with 5 years uncontrolled hypertension history, presented to emergency room
complaining about high intensity and sharp abdominal pain 5 days prior to admission, continuous, and referred to
the back. His blood pressure was 201/112 mmHg with symmetrical peripheral pulses. Electrocardiography and
troponin were negative. Abdominal computed tomography angiography (CTA) showed abdominal aorta
intramural hematoma. Second case was 52 years old man with 3 years uncontrolled hypertension history,
presented to emergency room with a chief concern of 2 days continuous and tearing abdominal pain. His blood
pressure was 182/99 mmHg, ECG and troponin were unremarkable. Abdominal CTA revealed dissection of
descending thoracic aorta and abdominal aorta. We managed the patient with surgery preparation, intravenous
nicardipine and morphine sulphate, oral beta blocker, targeting systolic blood pressure <120 mmHg and heart rate
<60 bpm before surgery. Conclusion AMI in young patients remains a challenge in the emergency department. Knowledge of the mechanisms
responsible for ventricular dysfunction after MI is major importance. Better identification of patients at risk of HF
development after MI is needed because timely initiation of guideline‐directed HF therapy can reduce the risk of
further LV remodelling, morbidity, and mortality. g
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Keywords: Acute Heart Failure, Acute Myocardial Infarction, Young patients Figure 1. Coronary angiogram showed total occlusion at osteal-proximal part of LAD Figure 1. Coronary angiogram showed total occlusion at osteal-proximal part of LAD Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Breaking the Silence: An Insightful Case Series on Hypertensive Emergency in Acute Aortic Syndrome
Patients Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion The primary management in acute aortic syndrome is to normalize blood pressure and to reduce the force of left
ventricular ejection (dP/dt), which are the main determinants of dissection extension and rupture, by using beta
blocker, opiates for pain control, and non-nitrate vasodilator. The importance of timely diagnosis and intervention,
and offers practical strategies for managing this complex and potentially life-threatening condition. Diagnosis and
treatment of hypertensive emergency in acute aortic syndrome patients serve as valuable resource for clinicians
seeking to improve their understanding and management of this critical condition. g
p
g
g
Keywords: hypertensive emergency, acute aortic syndrome, left ventricular ejection force Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Increasing Succesful Rate of Percutaneus Transluminal Angioplasty in Immadiate Diagnosis and
Management Central Venous Stenosis in Hemodialysis Patient: Faster Better
A.R. Akbar1,3, N. Kurnianingsih1,3, A. Gunawan2,3
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya;
2Department of Internal Medicine, Faculty of Medicine Universitas Brawijaya;
3dr. Saiful Anwar General Hospital Indonesian Journal of
Cardiology Increasing Succesful Rate of Percutaneus Transluminal Angioplasty in Immadiate Diagnosis and
Management Central Venous Stenosis in Hemodialysis Patient: Faster Better
A.R. Akbar1,3, N. Kurnianingsih1,3, A. Gunawan2,3
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya;
2Department of Internal Medicine, Faculty of Medicine Universitas Brawijaya;
3dr. Saiful Anwar General Hospital Increasing Succesful Rate of Percutaneus Transluminal Angioplasty in Immadiate Diagnosis and
Management Central Venous Stenosis in Hemodialysis Patient: Faster Better
A.R. Akbar1,3, N. Kurnianingsih1,3, A. Gunawan2,3 1Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya;
2Department of Internal Medicine, Faculty of Medicine Universitas Brawijaya;
3dr. Saiful Anwar General Hospital 1Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya;
2Department of Internal Medicine, Faculty of Medicine Universitas Brawijaya;
3dr. Saiful Anwar General Hospital Background: g
Stasis, thrombosis, and impared arteriovenous (AV) fistula are possible problems to manifest Central venous
stenosis (CVS). Almost 25% dysfunctional fistulas at patient with dialysis are known to have these problems. Proper and immediate identification of CVS is critical to improve the succesful rate of percutaneus transluminal
angioplasty (PTA) in hemodialysis patient. We present the immediate desicion of CVS in hemodialysis patients. Discussion: CVS is generally associated with long term AV fistula. The Endothelial injury from physical stimulation of the
vein wall preceded the development of CVS and also developed smooth muscle proliferation and microthrombic. PTA as an immadiate procedure for CVS has high rate success although patentability is low in long-term
condition. This patient is still needed to Follow-up for determining long-term patency. Case illustration: A 53 year old woman complaining of left arm swelling since 2 weeks. These Complaints are not combined by
pain, fever, or accidental injuries at the arm. She routinely undergoes hemodialysis twice a week with AV fistula
access in the left arm for 12 years. Hemodialysis can still run smoothly even with swelling in her left arm. PTA
was performed without waiting hemodialysis problem as an immadiate management of CVS and resulting without
any complications. Conclusion: Percutaneous transluminal angioplasty is one of immadiate managements for better result of CVS in hemodialysis
patient Key words: Central venous stenosis, Percutaneous transluminal angioplasty, Hemodialysis patient Keywords: Percutaneus Transluminal Angioplasty, Central venous stenosis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background Background
In recent decades, the incidence of Acute myocardial infarction (AMI) is increasing in younger women in the
context of increasing metabolic syndrome, diabetes mellitus, and non-traditional risk factors. Compared with men,
women have greater in-hospital, early and late mortality, as a result of baseline comorbidities. Case illustration A 29-year-old woman referred from regional hospital ICU to dr. Kariadi Hospital with chief complaints of typical
chest pain for 44 hours prior to dr. Kariadi hospital admission. Patient was fully alert with blood pressure of 99/72,
and heart rate was 108 bpm. ECG showed a Q wave in lead II III AVF, ST segment elevation in II III AVF, V5-
V6, V7-V9, V4R-V6R, with ST Depression in I AVL; V1-V3 and T inverted in V7-V9, V4R-V6R. Chest X-Ray
showed pulmonary oedema with suspected cardiomegaly. Blood panels showed Dyslipidemia, Diabetes, elevated
Lactate and Transaminase. Echocardiography finding was LV dilatation with eccentric type LVH, positive
RWMA in inferoseptal, inferior, inferolateral and apicoinferior segment. LVEF was 40%(B) with LV DD grade
II. Percutaneous coronary intervention was performed and showed 80% stenosis in Mid RCA, 70% in LAD, and
70% LcX. Revascularization was successfully performed with 2 DES in RCA. 29 Years Old Woman with Triple Vessel Disease: A Case Report 29 Years Old Woman with Triple Vessel Disease: A Case Report W.N. Yuandika1, S. Sungkar1
1 Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Diponegoro University – Dr. Kariadi General Hospital, Semarang Keywords: Myocardial Infarction, Angiography, Triple Vessel Disease, Young Adults, Woman Conclusion Although rare, AMI in very young woman usually happen because of poorly controlled risk factors, as in this case
a history of Gestational Diabetes, Dyslipidemia and Obesity. AMI has historically been regarded as a man’s
disease, and for many years, women have been underdiagnosed and undertreated. This case reminds us how
secondary prevention acts as a corner stone in managing coronary artery disease. Keywords: Myocardial Infarction, Angiography, Triple Vessel Disease, Young Adults, Woman eywords: Myocardial Infarction, Angiography, Triple Vessel Disease, Young Adults, Woman Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Echocardiography as A Tool in Differentiating Left Atrial Myxoma and Other Intracardiac Masses
W. Valerian, M. Yanni, M. Syafri1
Universitas Andalas1 NEW ONSET ATRIAL FIBRILATION IN STEMI PATIENT: CASE REPORT Herlina, D.J. Tito1
Puri Husada Hospital Tembilahan1 Background: Atrial fibrillation is one of the abnormalities in the heart rhythm that causes irregular or arrhythmia
as a result of abnormal impulses on heart. Atrial Fibrillation (AF) is a common arrhythmia in the setting of acute
coronary syndrome and acute ST-elevation myocardial infarction (STEMI). A population-based study
demonstrated that the incidence of AF in the setting of Acute Myocardial Infarction (AMI) tended to increase up
to 13.3% during last decade. AF in the setting of AMI has a worse impact on the clinical course and prognosis of
the disease. AF should be diagnosed, treated and convert to sinus rhythm as soon as possible, since its duration
correlates with mortality. y
Case illustration: A 55-year-old male patient presenting an acute STEMI as initial presentation with AF as
complication. The electrocardiogram (ECG) showed AF with a rapid ventricular response with ST segment
elevation in extensive anterior on the second day of hospitalization. Chest X-ray found a cardiomegaly and
laboratory result found increased high sensitive cardiac troponin I (hs-cTnI) level on admission, 7032.4 ng/L. During hospitalization, patient was treated with dual antiplatelet therapy (DAPT), anticoagulant, vasodilator, beta
blocker, and antiarrhythmic medication. Oral amiodarone 200 mg as antiarrhythmic agent, is effective in the
conversion of AF to sinus rhythm in this patient. Patient showed an improvement of his clinical condition and
discharged on the fourth day of hospitalization with controlled heart rhythm. g
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Conclusion: An arrhythmia complication in STEMI patient was detected with ECG on second day hospitalization. In addition to acute coronary syndrome therapy, the patient was also given antiarrhythmic drugs and showed good
results. Keywords: atrial fibrillation, acute myocardial infarction
Figure 1. The electrocardiogram (ECG) showed AF with a rapid ventricular response with ST segment elevation
in extensive anterior on the second day of hospitalization. Keywords: atrial fibrillation, acute myocardial infarction Keywords: atrial fibrillation, acute myocardial infarction Figure 1. The electrocardiogram (ECG) showed AF with a rapid ventricular response with ST segment elevation
in extensive anterior on the second day of hospitalization. Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-
doi: 10.30701/ijc.1537
Echocardiography as A Tool in Differentiating Left Atrial Myxoma and Other Intracardiac Masses
W. Valerian, M. Yanni, M. Syafri1
Universitas Andalas1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Echocardiography as A Tool in Differentiating Left Atrial Myxoma and Other Intracardiac Masses
W. Valerian, M. Yanni, M. Syafri1
Universitas Andalas1 W. Valerian, M. Yanni, M. Syafri1
Universitas Andalas1 Background: Myxoma of the left atrium is the most common benign tumor that can be found, accountable for
almost 70% of primary cardiac tumors. Myxoma is often described as a mobile, lobular mass located in the left
atrium, particularly at the fossa ovalis, and rarely found in the right atrium or ventricle. The ability to differentiate
tumors and other intracardiac masses is what makes echocardiography needed. Case Illustration: A 58-year-old female came to the emergency room with shortness of breath. The symptoms
persisted for more than 1 year, which worsened with activity. Other complaints were denied, but the patient
admitted to having uncontrolled diabetes for more than 10 years. From the physical examination, we found mid-
diastolic murmur at the apex. ECG showed sinus rhythm with P wave terminal force at V1-V2 and low voltage
with right ventricular hypertrophy. Echocardiography findings showed a mobile, regular mass, 29 mm x 45 mm
in size, attached to the intra-atrial septum. The mass prolapsed into the left ventricle covering mitral inflow in the
diastolic phase resulting in relative mitral stenosis with a transmitral gradient of 15 mmHg. Conclusion: Echocardiography has an important role in diagnosing myxoma and evaluating tumor sizes and
locations, as it can be similar to thrombus, vegetations, papillary fibroelastosis, lipomas, sarcomas, and other
intracardiac masses. It also has a role in evaluating the patient’s hemodynamic state, determining the location of
the incision, and predicting the outcome of the surgery. g
g y
KEYWORD: myxoma, echocardiography, intracardiac masses Keywords: myxoma, echocardiography, intracardiac masses Keywords: myxoma, echocardiography, intracardiac masses Keywords: myxoma, echocardiography, intracardiac masses Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 6 year old male admitted to hospital for dyspnea exacerbating in the last 3 days and accompanied by fever and
cough. He was easily tired and bluish even with light activities, since 2 years ago, severely wasted and stunted
(14 kg, 105 cm), lethargic, BP 100/59, HR 145, RR 38, SpO2 75-78%. Central cyanosis, distended jugular vein,
4/6 pansystolic ejection murmur, palpable thrill on the right side of the chest, and clubbing fingers. Chest x-ray
showed dextrocardia with increased pulmonary vascularity. Echocardiography exhibited large ASD, common AV
Valve, single ventricle and hypoplastic pulmonary arteries. Thoracal CT scan showed dextrocardia with
cardiomegaly, the left lung consists three lobes meanwhile the right lung consists two lobes, and spleen was not
well visualized. His consciousness worsened, GCS E2M4V1, in day 6 hospitalization. Facial tic and jerking
extremities appeared frequently. Brain CT scan showed multiple hypodense lesions with hyperdense areas at right
basal ganglia and left parietal lobe were found. The patient was treated with broad spectrum antibiotics, diuretics,
anticonvulsant, and other supportive therapies. He was prepared to craniotomy with abscess excision and
aspiration but unfortunately he suffered cardiac arrest the next day. Background Background
Heterotaxy Syndrome is an abnormality where the internal thoraco-abdominal organs demonstrate abnormal
arrangement across the left-right axis of the body. Heterotaxy Syndrome divided into right isomerism and left
isomerism. It occurs in 1:5.000-7.000 live birth with CHD. Cardiac Manifestation in Heterotaxy Syndrome: Case Report I.B.U. Kramasanjaya1, Y. Ardelia1, R. Aviana1, K. Rizky2
1) General Practitioner, Balaraja General Hospital
2)Cardiologist, Balaraja General Hospital S.G. Maharani1, F.I. Shahab1
Intensive Coronary and Cerebrovascular Care Unit, Sentra Medika Cibinong Hospital, Bogor, Indonesia1 S.G. Maharani1, F.I. Shahab1
Intensive Coronary and Cerebrovascular Care Unit, Sentra Medika Cibinong Hospital, Bogor, Indonesia1 S.G. Maharani1, F.I. Shahab1
ntensive Coronary and Cerebrovascular Care Unit, Sentra Medika Cibinong Hospital, Bogor, Indonesia1 Background: Catheter-induced coronary artery dissection (CICAD) is a rare but severe complication of coronary
angiography (CAG), with the incidence <0.1%. In a retrospective 10-year cohort study of 56,968 patients
undergoing CAG, catheter dissection was more common in the Right Coronary Artery (RCA) and mostly due to
guiding catheter. Dissection without complications of acute ischemia will heal on its own. Whereas in a spiral
dissection, a stent is needed to prevent the expansion of dissection. Case Illustration: A 40-year-old male patient came to the cardiac clinic with typical chest pain of angina. The
patient had a history of smoking and dyslipidemia. The results of Coronary Multislice Computerized Tomography
(MSCT) examination were found in Left Anterior Descending (LAD) 70% proximal stenosis, 50% mid-distal
stenosis. On the Left Circumflex (LCX) 50% distal stenosis. ECG result was sinus rhythm. Echocardiogram
showed EF 66% with global normokinetics. CAG was performed via radial access. There was aortic elongation
which makes cannulation to the osteal coronary quite difficult. In LAD there is calcification with 70-80% stenosis
in the osteal-mid. Normal LCX. When cannulated into the RCA, spiral dissection occurred in proximal-distal. The
patient had progressive chest pain. Access was immediately transferred to the femoral. Two stents were implanted
in the RCA to close the dissection with the results of Thrombolysis in Myocardial Infarction (TIMI) 3 flow. One
day after PCI the patient's hemodynamics were good and sent home. For the management of LAD lesion with
calcification that would involve the left main artery, we planned elective PCI with Intravascular ultrasound (IVUS)
guided. g
Conclusion: A 40-year-old male patient, underwent coronary artery spiral dissection due to a catheter during
angiography. 2 stents were implanted in the dissection area with good results. Keywords: Spiral Coronary Artery Dissection onclusion: A 40-year-old male patient, underwent coronary artery spiral dissection due to a catheter durin
ngiography. 2 stents were implanted in the dissection area with good results. y
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y Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Conclusion
HS is a rare congenital disorder with high mortality rate in early life. Early diagnosis and prompt treatment in
cardiology or paediatric center may give better outcome for HS. Keywords: Heterotaxy Syndrome
Echocardiography HS is a rare congenital disorder with high mortality rate in early life. Early diagnosis and prompt treatment in
cardiology or paediatric center may give better outcome for HS. Keywords: Heterotaxy Syndrome HS is a rare congenital disorder with high mortality rate in early life. Early diagnosis and prompt treatment in
cardiology or paediatric center may give better outcome for HS. Keywords: Heterotaxy Syndrome Echocardiography Echocardiography Echocardiography Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 PERIMYOCARDITIS, MIMICKING ACUTE CORONARY SYNDROME, ASSOCIATED WITH
COVID-19 P. Habibie1, S. Aghnia1, C. Amalia1
Emergency Hospital of COVID-19 Wisma Atlet Kemayoran1 Background: Perimyocarditis is an acute inflammation involving both of pericardium and myocardium which
is commonly caused by viral infection. Several investigatioons found that COVID-19 is much related to the
perimyocarditis. Damage to the pericardium/myocardium in COVID-19 patients increases mortality and
morbidity. The immediate awareness of this condition provides better treatment and prognosis. Case Illustration: A 46-year-old male inpatient room after five days treatment as COVID-19 confirmed patient
presented with angina type chest pain lasted more than 20 minutes since about 2 hours ago. It was described as
squeezing and tightness in substernal area, radiating to the left arm, accompanies by cold sweats and was not
improving with rest. The patient did not complain of nausea and vomiting, dizziness nor shortness of breath. Previously, chest pain had never been felt. There was no prior medical history of hypertension, diabetes
mellitus, heart disease in the patient. The patient was an active smoker. Physical examination showed stable
hemodynamic condition. Laboratory examination showed leucocytosis. ECG showed ST elevation in II, III,
aVF, V2-V6. The patient was diagnosed with inferolateral STEMI and immediately referred to ER. The patient
was treated with nitrates, antiplatelet, anticoagulant, ACE inhibitor, beta blocker, and statins. p ov g w t
est. e pat e t d d ot co p a
o
ausea a d vo
t g, d
ess o s o t ess o b eat . Previously, chest pain had never been felt. There was no prior medical history of hypertension, diabetes
mellitus, heart disease in the patient. The patient was an active smoker. Physical examination showed stable
hemodynamic condition. Laboratory examination showed leucocytosis. ECG showed ST elevation in II, III,
aVF, V2-V6. The patient was diagnosed with inferolateral STEMI and immediately referred to ER. The patient
was treated with nitrates, antiplatelet, anticoagulant, ACE inhibitor, beta blocker, and statins. A few hours later, chest pain was not improving. The serial ECGs had been performed with no ECG evolution
of STEMI was found. PR depression was also shown in the ECG. Furthermore, the patient was diagnosed with
probable perimyocarditis associated to COVID-19. The patient was referred to Harapan Kita Hospital for
cardiac marker, echocardiography, and coronary angiography. Conclusion: Pericarditis as well as myocarditis can show ST segment elevation in ECG, mimicking acute A few hours later, chest pain was not improving. Case Series of Stent Thrombosis : Nightmare of The Interventional Cardiology in The Modern Era F.H. Alkaf1, S. Sungkar2, I. Uddin2, Y. Herry2, S. Rifqi2
l
f
di i
i
i
i
S
d Department Cardiology and Vascular Medicine, Kariadi Hospital, Semarang, Indonesia2 Background: Coronary stents have marked an era in interventional cardiology and have significantly decreased
the rates of stent thrombsis. But stent thrombosis is still a major problem of interventional procedures. Stent
thrombosis after percutaneous coronary intervention (PCI) is a rare and usually poor prognostic event that might
result in myocardial infarction and sudden death Case Illustration: A 74-year-old woman presented to the emergency department (ED) with typical chest pain. The first ECG showed Non-ST Elevation, with PCI procedure was performed approximately 2 weeks before
admission with Everolimus-Eluting Stent in LAD, but didn’t consume DAPT (aspirin and clopidogrel) for 1 week
before admission to the hospital. She developed multiple episodes of ventricular fibrillation and received
defibrillator shocks. After ROSC, The second ECG showed ST-Elevation in the anterior lead. She underwent
successful PCI with Plain Old Balloon Angioplasty (POBA). A 56-year-old woman presented to the ED with
chest pain onset 1 hour, with the first and second ECG (H0/H1) showing Non-ST Elevation. The echocardiography
examination was performed to rule out aortic dissection. The third ECG (H4) showed ST-Elevation in the anterior
lead. She was performed with PCI with Everolimus-Eluting Stent in LAD 10 days before admission and didn’t
consume ticagrelor for 1 day before admission. She underwent successful PCI with stent-in-stent. A 67-year-old
man came to the ED with typical chest pain. He had a history of PPCI in bifurcation of RCA-PDA after Inferior
STEMI 7 days ago. He had good compliance with DAPT (aspirin and clopidogrel). He underwent successful PCI
with POBA. Conclusion: Stent thrombosis remains a significant complication in interventional cardiology, even in the modern
era. In the present era, complications associated with stent thrombosis are rare but fatal if not managed
appropriately. There are many factors related to stent thrombosis such as procedure, patient and lesion,
antiplatelet, and thrombogenicity. Keywords: Stent thrombosis, PCI, ticagrelor, intervention mbosis, PCI, ticagrelor, intervention
Before and After PPCI in Stent Thrombsis Event Before and After PPCI in Stent Thrombsis Event PERIMYOCARDITIS, MIMICKING ACUTE CORONARY SYNDROME, ASSOCIATED WITH
COVID-19 The serial ECGs had been performed with no ECG evolution
of STEMI was found. PR depression was also shown in the ECG. Furthermore, the patient was diagnosed with
probable perimyocarditis associated to COVID-19. The patient was referred to Harapan Kita Hospital for
cardiac marker, echocardiography, and coronary angiography. Conclusion: Pericarditis as well as myocarditis can show ST segment elevation in ECG, mimicking acute
myocardial infarct that can cause inappropriate treatment. Therefore, it requires proper early diagnosis to the
patient. p
Keywords: Perimyocarditis, myocardial infarct, COVID-19 Keywords: Perimyocarditis, myocardial infarct, COVID 19
The serial ECGs
Suspicion of Contrast-Induced Neurotoxicity following Coronary CT Angiography: A Case Report
R.Ayuningtyas1, A. Novitasari1, S. Inayasari1, W. Pamungkas1, A. Muthmaina1, L. Pribadi1, M.G. Suwandi1, A. Ciptasari1
RSPAU dr. S. Hardjolukito1 The serial ECGs The serial ECGs The serial ECGs Suspicion of Contrast-Induced Neurotoxicity following Coronary CT Angiography: A Case Report
R.Ayuningtyas1, A. Novitasari1, S. Inayasari1, W. Pamungkas1, A. Muthmaina1, L. Pribadi1, M.G. Suwandi1, A
1 Suspicion of Contrast-Induced Neurotoxicity following Coronary CT Angiography: A Case Report Suspicion of Contrast-Induced Neurotoxicity following Coronary CT Angiography: A Case Report R.Ayuningtyas1, A. Novitasari1, S. Inayasari1, W. Pamungkas1, A. Muthmaina1, L. Pribadi1, M.G. Suwandi1, A. Ciptasari1
RSPAU dr. S. Hardjolukito1 R.Ayuningtyas1, A. Novitasari1, S. Inayasari1, W. Pamungkas1, A. Muthmaina1, L. Pribadi1, M.G. Suwandi1, A. Ciptasari1
RSPAU dr. S. Hardjolukito1 Keywords: Unprovoke, Acute Coronary syndrome, acute pulmonary embolisme, shortness of breath. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Diagnosis, risk stratification, and treatment in unprovoked acute pulmonary embolism: a case report
H. Martini1, N. Kurnianingsih1, L.H. Zunardi1
Dr.Saiful Anwar General Hospital/ Faculty of Medicine Brawijaya University1 Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Diagnosis, risk stratification, and treatment in unprovoked acute pulmonary embolism: a case report
H. Martini1, N. Kurnianingsih1, L.H. Zunardi1
Dr.Saiful Anwar General Hospital/ Faculty of Medicine Brawijaya University1 Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Diagnosis, risk stratification, and treatment in unprovoked acute pulmonary embolism: a case report
H. Martini1, N. Kurnianingsih1, L.H. Zunardi1
Dr.Saiful Anwar General Hospital/ Faculty of Medicine Brawijaya University1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background: Coronary CT Angiography (CCTA) has emerged as an essential diagnostic modality for the
detection and assessment of coronary artery disease (CAD). Contrast-induced headache is an important clinical
entity that must be considered during and after angiography. Background: Coronary CT Angiography (CCTA) has emerged as an essential diagnostic modality for the
detection and assessment of coronary artery disease (CAD). Contrast-induced headache is an important clinical
entity that must be considered during and after angiography. Case illustration: A 52-year-old male admitted to the ER with severe headache, nausea, and later vomitus. Patients was gotten CCTA with contrast and metoprolol 9 hours ago. Patient’s history were recurrent headache
and ACS. Patients presented with bradycardia heart rate 43. Head MSCT result was normal. Thus, patient was
diagnosed with contrast-induced headache, hypoglycemia ec adrenal insufficiency, bradycardia symptomatic,
CAD1VD ec APS CCS II. Patient admitted in regular ward with intensive monitoring. Patient was having history
of primary headache, thus contrast-induced headache can occur but relieved with symptomatic treatment. Conclusion: The occurrence of contrast-induced headache is common among patients with a history of primary
headache. Therefore, this adverse effect was considered mild and treatable. , CAD, CCTA, Coronary CT Angiography
AD, CCTA, Coronary CT Angiography
Figure 1. Patient's Head MSCT showing normal result KEYWORD: Headache, CAD, CCTA, Coronary CT Angiography
Keywords: Headache, CAD, CCTA, Coronary CT Angiography KEYWORD: Headache, CAD, CCTA, Coronary CT Angiography
Keywords: Headache, CAD, CCTA, Coronary CT Angiography Figure 1. Patient's Head MSCT showing normal result Figure 1. Patient's Head MSCT showing normal result Background: g
Dilated cardiomyopathy has been associated with left ventricular (LV) thrombosis, caused by myocardial systolic
dysfunction which leads to substantial morbidity and mortality as a site for systemic emboli. We report a case of
a stroke and acute limb ischemia secondary to a massive LV thrombus in a young female 20-year-old patient with
dilated cardiomyopathy. Case Illustration: A 20-year-old female was referred to our hospital due to right lower extremities pain and right limb weakness. She was diagnosed with peripartum cardiomyopathy 5 years ago. A general physical examination found cold and
pulseless in right lower limbs. From neurologic examination was found hemiparesis on the right side. Chest
radiography showed cardiomegaly. Electrocardiography showed normal sinus rhythm with LVH. Transthoracic
echocardiograms (TTE) revealed severe global LV systolic dysfunction with LVEF of 23%, LV dilatation with
massive thrombus at LV. Duplex ultrasound showed a thrombus at the right dorsal pedis artery. A head CT scan
revealed an acute infarct at capsula interna et externa sinistra and corona radiata sinistra. The patient was started
on heparin and bridged with warfarin 5mg orally daily. The patient was uneventfully discharged one week after
admission. Indonesian Journal of
Cardiology Acute Stroke and Limb Ischemia Secondary to Massive Intracardiac Thrombus in a Young Female 20-
Year-Old Patient with Dilated Cardiomyopathy
D. Lestari1, C. T. Tjahjono2, N. Kurnianingsih2, W. Karolina, A. F. Rahimah ,2
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia;
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia Acute Stroke and Limb Ischemia Secondary to Massive Intracardiac Thrombus in a Young Female 20-
Year-Old Patient with Dilated Cardiomyopathy
D. Lestari1, C. T. Tjahjono2, N. Kurnianingsih2, W. Karolina, A. F. Rahimah ,2
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia;
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia ute Stroke and Limb Ischemia Secondary to Massive Intracardiac Thrombus in a Young Female 20-
Year-Old Patient with Dilated Cardiomyopathy Diagnosis, risk stratification, and treatment in unprovoked acute pulmonary embolism: a case report
H. Martini1, N. Kurnianingsih1, L.H. Zunardi1
Dr.Saiful Anwar General Hospital/ Faculty of Medicine Brawijaya University1 Background: Pulmonary embolisme (PE) are serious conditions that can be life threatening and have high rates
of morbidity and mortality. Despite the high prevalence of PE, its diagnosis is still challenging, mainly due to the
unpredictability of symptoms and physical signs and unexplained cause (Unprovoked PE). Risk Stratification of
acute pulmonary embolism is important because it determines the right steps in decision-making. Case Illustration: A 45-year-old man, He presented to the ER private hospital with complaints of sudden
shortness of breath after taking a bath. His family brought him to the private hospital 30 minutes after its onset. At Private hospital, He came with desaturation and shock condition. He was assessed as having an acute coronary
syndrome (ACS). He got loaded with dual antiplatelets and was referred to our hospital. Because the patient's
complaint is not angina but sudden shortness of breath accompanied by desaturation, we did not conclude that the
patient was headed for ACS. we considered the possibility of a pulmonary embolism, so we performed bedside
TTE in the ER and found RV dysfunction and the McConnell's sign leading to acute PE. We continue with the
CT examination and found thrombus in the pulmonary artery. we assessed patients with high risk pulmonary
embolism and performed thrombolysis with rTPA. The patient's complaints gradually improved. Conclusion: Every case of dyspnea that shows up at an emergency room should have acute PE taken into
consideration in the differential diagnosis. In patients with suspected PE without obvious risk factors, we can use
CT for the triple rule out (ACS, Aortic dissection and pulmonary embolism). Patients treated with thrombolytic
therapy show rapid improvement which may lead to a lower rate of mortality and morbidity. Keywords: Unprovoke, Acute Coronary syndrome, acute pulmonary embolisme, shortness of breath. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Acute Stroke and Limb Ischemia Secondary to Massive Intracardiac Thrombus in a Young Female 20-
Year-Old Patient with Dilated Cardiomyopathy
D. Lestari1, C. T. Tjahjono2, N. Kurnianingsih2, W. Karolina, A. F. Rahimah ,2
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia;
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia
Background: Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: The common causes of thrombus formation in the left ventricle remain ischemic cardiomyopathy, LV aneurysm,
and dilated cardiomyopathy, although, it can be associated with cardiac impairment, stroke, and thromboembolic
risk. The benefits of anticoagulants in patients with dilated cardiomyopathy have been reported as a reduction of
thromboembolic events. Keywords: Acute Stroke and Limb Ischemia, Massive Intracardiac Thrombus, Young Female, Dilated
Cardiomyopathy Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-
doi: 10.30701/ijc.1537
Successful Arrhythmia Control in Electrical Storm with Acute Coronary Syndrome and High
Probability Long QT Syndrome
S. Phalguna1, S. Andrian1, W. Erlanda1, H.E. Rasyid1
RSUP dr. M Djamil Padang1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Patent Ductus Arteriosus (PDA) is a congenital heart defect which is the ductus arteriosus failed to close
spontaneously after birth. Incidence of this condition is about 6 per 10,000 in full-term infants and 1 per 3 in
preterm infants. Untreated PDA leads to Eisenmenger syndrome (ES). ES patients need special consideration
especially for pregnancy because of complication and maternal mortality. Risk of foetal and neonatal are higher
due to maternal cardiac output and hypoxaemia. Case Illustration A 19 years old female presented with shorthness of breath since 1 year before admission. Patient has already been
diagnosed with PDA and pulmonary hypertension. Patient was planned to did right heart catheterization (RHC)
procedure. On the second day of hospitalization, patient complained that shortness of breath was increased. From
physical examination, the respiratory rate was 29 times/minute, saturation was 96% in the right upper extremity,
77% in the others with fines rales, increased second heart sound, pansystolic murmur 3/6 at left parasternalis
border 3rd ICS, pretibial edema. On the 7th day, she didn’t feel shorthness of breath. RHC was done on that day. RHC result was PDA with eisenmengerization, low flow high resistance, not reactive oxygen test. On the next
day, she went home with therapies slidenafil 3x20 mg, furosemide 2x20 mg, spironolactone 1x25 mg, ramipril
1x2,5 mg, bisoprolol 1x2,5 mg. We explained to her and family that PDA closure is a not recommended in patient
with Eisenmenger syndrome and pregnancy should be avoided. Successful Arrhythmia Control in Electrical Storm with Acute Coronary Syndrome and High
Probability Long QT Syndrome S. Phalguna1, S. Andrian1, W. Erlanda1, H.E. Rasyid1
RSUP dr. M Djamil Padang1 Background: Electrical storm (ES) defined clustering of three or more episodes of ventricular
tachycardia(VT)/ventricular fibrillation(VF) within 24 hours. Patient with history of myocardial infarct and
channelopathies will increase risk of ES as a life threatening condition. p
g
Case illustration: A 50-years-old male referred to emergency room with typical chest pain since 48 hours ago. Patient had seizure, unconscious, and got chest compression, patient return conscious before went to hospital. In
referral hospital, patient returned seizure, electrocardiogram(ECG) showed VT unstable, patient got
cardiopulmonary resuscitation(CPR), defibrillation, amiodaron bolus followed maintenance dose. In our
emergency room, patient still chest pain, ECG revealed Q pathologic, ST elevation in V1-V4, T biphasic V1-V6,
diagnosed with Recent ST Elevation Myocardial Infarct(STEMI) of Anterior wall, we decided primary
percutaneous coronary intervention. Angiography revealed subtotal occlusion mid LAD, stenosis 70-80% mid
RCA, we stenting proximal-mid LAD. Next day patient returned seizure, unconscious, monitor showed VT
unstable. Patient underwent CPR and intubated caused of inadequate respiratory, we performed complete
revascularization. After extube, patient felt anxiety, patient returned of seizure and was being ES. QT interval was
prolong, schwartz score: 7, echocardiography revealed reduced ejection fraction. We gave lidocaine in acute phase
of ES, but had no effect. We sedated, gave propranolol, patient still ES. We knockdown patient, down-titrated
sedation, gave metoprolol, and optimal therapy for heart failure. Patient wasn’t had ES anymore and discharged. Conclusions: We report case 50 years old male with recent STEMI Anterior with complete revascularization and
high probability LQTs. Administration of propranolol as in a recent study for ES is not always successful. In this
case, the effect of metoprolol combined with sedation, anti anxiety, and optimal treatment of heart failure success
for arrhythmia control. However, we should perform genetic test and cardiac MRI to find main problems of ES. Keywords: Electrical Strom, Recent STEMI Anterior, LQTs ECG patient with Ventricular Tachycardia ECG patient with Ventricular Tachycardia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Diagnosis and Treatment Patent Ductus Arteriosus with Eisenmenger Syndrome in Young Adult Female Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 P.M. Bahri1, C.K. Krevani2
Faculty of Medicine, Andalas University1
Andalas University2 Tackling Calcified Lesion with Orbital Coronary Atherectomy and IVUS: A Case Report D.N. Ghassani1, R.A. Fagi1, Y.H. Oktaviono1
Cardiology and Vascular Medicine Department, Medical Faculty of Airlangga University – Dr. Soetomo
General Hospital, Surabaya, Indonesia1 D.N. Ghassani1, R.A. Fagi1, Y.H. Oktaviono1
Cardiology and Vascular Medicine Department, Medical Faculty of Airlangga University – Dr. Soetomo
General Hospital, Surabaya, Indonesia1 Background: Percutaneous coronary intervention (PCI) is a common treatment for coronary artery disease
(CAD), but it may not always be effective in cases with heavily calcified lesions. Orbital atherectomy is a novel
technique that uses a diamond-coated burr to ablate calcified plaque within the vessel wall. Intravascular
ultrasound (IVUS) is a high-resolution imaging modality that provides detailed information about coronary
anatomy, including the location and extent of plaque build-up. The combination of orbital atherectomy and IVUS
has shown promising results in the treatment of heavily calcified coronary lesions. p
g
y
y
Case illustration: Male, 56 years old, with type 2 diabetes, dyslipidemia, and chronic coronary syndrome CCS
III, has a history of PCI at proximal right coronary artery (RCA) and distal left circumflex artery (LCx) in 2020. His coronary map showed diffuse calcified lesion up to 85% at left anterior descending artery (LAD). During
follow-up, he was still symptomatic and he was referred to our hospital. His vitals were stable. The physical
examination and ECG were unremarkable. TTE showed preserved ejection fraction (Biplane 50%) with
hypokinetic segments at septal and inferior, and eccentric left ventricular hypertrophy. The patient underwent PCI
at proximal-mid LAD with orbital atherectomy using Diamondback 360 Coronary OAS Micro Crown with the
help of IVUS, resulting in complete revascularization. Conclusion: The combination of orbital atherectomy and IVUS in treating calcified coronary artery disease is
promising to improve outcomes. Orbital atherectomy effectively modifies calcified plaque and prepares the vessel
for stent placement. IVUS provides real-time information about vessel size, plaque burden, and stent deployment,
which help optimize procedural outcomes. The combination of these two techniques can improve the success rate
of stent placement and reduce the risk of complications. Further studies are needed to evaluate the long-term
outcomes of this approach. Keywords: Orbital coronary atherectomy, IVUS, PCI, Chronic Coronary Syndrom Keywords: Orbital coronary atherectomy, IVUS, PCI, Chronic Coronary Syndrome Keywords: Orbital coronary atherectomy, IVUS, PCI, Chronic Coronary Syndrome
Figure 1. Chest X-ray of the patient (A); Electrocardiogram of the patient (B); Pre-procedure (C); and Post-
procedure (D) Figure 1. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion PDA closure is not recommended in patient with Eisenmenger syndrome and unreactive oxygen test. Pregnancy
should be avoided because of maternal mortality rate. Keywords: Patent ductus arteriosus, Eisenmenger syndrome, pregnancy Tackling Calcified Lesion with Orbital Coronary Atherectomy and IVUS: A Case Report Chest X-ray of the patient (A); Electrocardiogram of the patient (B); Pre-procedure (C); and Post-
procedure (D) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 An Unusual Case of Femoral Deep Vein Thrombosis with Bullae Formation R. Ayuningtyas1, A. Ciptasari1, A. Novitasari1, W. Pamungkas2, N.A. Novebri1, M. Mohamad1, A. Muthmaina1,
L. Pribadi1, M.G. Suwandi1, S. Inayasari1
Rumah Sakit Pusat Angkatan Udara Suhardi Hardjolukito1
Adisutjipto Air Force Base2 Background: Blood clots may be formed in deep veins, most frequently the legs, and are medically referred to
as deep vein thrombosis (DVT). One of the rarest complications of DVT is a blockage of large proximal vein,
likely resulting in bullae formation and blistering, which can be confused with bullous skin disorder. Case illustration: A 63-year-old male patient in the ward complained about sudden hard swelling on his left leg
that was accompanied by pain, discoloration, reduced range of movement, and multiple bullae. History of previous
similar complaints, DVT, malignancy, and surgery were absent, either in the patient or his family. However, the
patient has recurrent history of leg swelling after travelling long distances, and provides with grade I hypertension,
obesity, and type II diabetes mellitus as risk factors. The Wells score on this patient was 5, and rising D-Dimer
levels > 10.000, therefore digital ultrasound was performed with the result of total thrombus on the left femoral
vein and patent flow of arteries and veins on both legs. The patient was treated with intravenous unfractionated
heparin, antibiotic ointments, and saline compresses. The bullae were aspirated, and blister roof was maintained. After two weeks of treatment, swelling was reduced and no new bulla was formed. Warfarin therapy was
continued on outpatient basis. Conclusion: Bulla formation as a result of DVT is a very rare complication that must be distinguished from skin
disease based on clinical findings, physical examination, and imaging. It was challenging to determine the best
treatment approach since there were no clear guidelines existed. However, the principle of treatment is to continue
anticoagulant therapy while keeping the blisters' roofs intact to prevent secondary infection. g
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KEYWORD: deep vein thrombosis, bullae formation, blisters
Keywords: deep vein thrombosis, bullae formation, blisters KEYWORD: deep vein thrombosis, bullae formation, blisters
Keywords: deep vein thrombosis, bullae formation, blisters KEYWORD: deep vein thrombosis, bullae formation, blisters
Keywords: deep vein thrombosis, bullae formation, blisters ,
,
Figure 1. Bulla formation due to deep vein thrombosis Figure 1. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Life-Threatening Effect of Doxorubicin: What We Should be Aware of? D. Lestari1, W. Karolina,2, A. F. Rahimah2
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia A Life-Threatening Effect of Doxorubicin: What We Should be Aware of? D. Lestari1, W. Karolina,2, A. F. Rahimah2
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia Background: Anthracyclines such as Doxorubicin is an antibiotic with a broad spectrum of activity in human neoplasms that
have demonstrated an increased risk of HF and cardiomyopathy with significant morbidity and mortality. We
present a case report of a patient on going chemotherapy with breast cancer treated with Doxorubicin who
presented with symptoms of AHF. An Unusual Case of Femoral Deep Vein Thrombosis with Bullae Formation Bulla formation due to deep vein thrombosis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
A Life-Threatening Effect of Doxorubicin: What We Should be Aware of? D. Lestari1, W. Karolina,2, A. F. Rahimah2
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia Case Illustration: A 51-year-old man was admitted to ER with chest pain since 7 hours before admission, felt like squeezing, wasn’t
accompanied by dyspnea or palpitation. It already felt since a day before admission, then getting worse in the next
hours. Six months ago, he reported a similar condition and underwent TMT with normal result. He was smoker
and had hypertension and dyslipidaemia. Physical finding was unremarkable. An ECG revealed sinus tachycardia,
LAD without ST-T changes, Troponin I was 0.01 ng/ml. CXR showed found cardiomegaly. Patient was diagnosed
as UAP. We administered DAPT, statin, beta-blocker, anticoagulant, nitrate and transfer him to HCU. ECG serial
revealed no evolution. Echocardiography showed LVEF 65%, global normokinetic, LVH, mild AR. In the 2nd
day, chest pain was slightly relieved but he complains neck stiffness with intermittent hypesthesia on left arm. In
the 3rd day, we performed CCTA with result minimal plaque burden and stenosis at LAD & RCA. We consulted
the patient to neurologist then was performed Cervical X Ray with result spondylosis cervicalis. We stop nitrate
and patient was administrated with mecobalamine and eperisone. In the 4th day, the complaint was relieved and
discharged from the hospital. Cervical Angina: Kindly Reminder that not All of Angina Come from the Heart I. Fauzie1, D. Arara1
Primaya Hospital Depok1 Background: g
Cervical angina has been defined as chest pain that resembles true cardiac angina but originates from the disorders
of the cervical spine. Cervical angina can be diagnosed according to negative cardiac workups, positive neurologic
examination, and cervical radiographic findings. Cardiac imaging examination with coronary CTA should be the
primary imaging test to define the possible cause of angina which it has high overall sensitivity about 95.2%. Case Illustration: A 37-year-old female patient with left-sided breast cancer on going chemotherapy presented with progressively
worsening shortness of breath and worsened exercise tolerance for the past 1 month. On May 2022, her breast
cancer was treated with chemotherapy including doxorubicin and cyclophosphamide. On physical examination
was found bilateral crackles with jugular venous distention and lower extremity edema. Electrocardiography
showed sinus tachycardia. Laboratory findings were elevated N-terminal pro-brain natriuretic peptide (NT-
proBNP). Transthoracic echocardiograms (TTE) pre-chemotherapy showed normal LV systolic with LVEF 68%
by biplane, global normokinetic. TTE after 4 months revealed diffuse left ventricular hypokinesis, left ventricular
ejection fraction (LVEF) of 22%, and reduced right ventricular contractility. Given the clinical presentation, the
patient was treated for acute heart failure and was admitted to the Cardiac Intensive Care Unit. The patient got
ventilator support, loop diuretic and inotropes/vasopressors. Conclusion: We should be aware of the effect of doxorubicin that induces cardiomyopathy. It typically presents earlier. Prevention and management of doxorubicin-induced cardiotoxicity involve a multidisciplinary approach that
entails careful assessment of cardiac function. Keywords: Doxorubicin, Cardiomyopathy, Breast Cancer Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Cervical Angina: Kindly Reminder that not All of Angina Come from the Heart Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Cervical Angina: Kindly Reminder that not All of Angina Come from the Hea Background : Atrial fibrillation and total atrioventricular block are two different type of arrhythmia. Although the two
arrhythmias can co-exist. Atrial fibrillation (AF) is a most common type cardiac arrhythmia characterized by
uncoordinated and dyssynchronous atrial contraction resulting in irregular and often rapid excitation. Total
atrioventricular (AV) block is the complete dissociation between the atrium and the ventricle. There is limited
cases had been reported of AF with total AV block, can make a misinterpreted. A correct recognition is essential
due to the risk of sudden cardiac death. The Deadly Silent of Atrial Fibrillation with Total Atrioventricular Block : A Case Report. C.F. Montang*; P. Jeremiah**; Hassanuddin**; V. Chairiadi***
*Intern in Cardiology and Vascular Medicine Departement, Undata General Hospital, Palu
**Cardiologist in Cardiology and Vascular Medicine Departement, Undata General Hospital, Palu
***Cardiologist, Head of Cardiology and Vascular Medicine Departement, Undata General Hospital, Palu Intern in Cardiology and Vascular Medicine Departement, Undata General Hospital, Palu
**Cardiologist in Cardiology and Vascular Medicine Departement, Undata General Hospital, Palu
*Cardiologist, Head of Cardiology and Vascular Medicine Departement, Undata General Hospital, Palu Case Illustration : A 63-year-old man patient presented with dyspnea and fatigue. His symptom were consistent with a class 3 New
York Health Association cardiac function. His blood pressure was 140/80, heart rate 33/beats, auscultation of the
chest revealed murmur. ECG showed absences of P waves with a regular QRS complexes. Echocardiography
showed MR severe, TR moderate intermediate probability of PH, EF 62%, TAPSE 1,94cm. LVH (+) consentric,
diastolic dysfungtion (+). The patient was given a sulfas atropine 0,5mg injection, dopamine 5cc/hours up titration,
furosemide 40mg 1x1, spironolactone 25mg 1x1, candesartan 4mg 1x1 and simarc 2mg 1x1. After administration
of atropine sulfate and dopamine intravenous injection the heart rate increased to 62/beats. Conclusion : Conclusion: Coronary CTA is a modality of choice to define angina causes in low risk patient. Cervical angina is one of
possible diagnosis after rule out the cardiovascular cause. Coronary CTA is a modality of choice to define angina causes in low risk patient. Cervical angina is one of
possible diagnosis after rule out the cardiovascular cause. K
d
i
l
i
i
h
di
i
i A is a modality of choice to define angina causes in low risk patient. Cervical angina is o
nosis after rule out the cardiovascular cause. ervical angina, coronary ct angiography, cardiac imaging
The coronary CTA showed minimal plaque burden and stenosis at LAD and RCA p
g
Keywords: cervical angina, coronary ct angiography, cardiac imaging The coronary CTA showed minimal plaque burden and stenosis at LAD and RCA p
Conclusion : Electrocardiography is a diagnostic for co-existing AF with total AV block, a correct diagnosis will provide
initiation of definitive management. Electrocardiography is a diagnostic for co-existing AF with total AV block, a correct diagnosis will
initiation of definitive management. Keywords: Atrial fibrillation, total av block, bradycardia, sudden death Keywords: Atrial fibrillation, total av block, bradycardia, sudden death Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Rapid Management of Unstable Bradycardia Reveals Inferoposterior STEMI and Hyperkalemia: A Case
Report
K A Fit
1 K A H
t
1 P S B
t
l2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Rapid Management of Unstable Bradycardia Reveals Inferoposterior STEMI and Hyperkalemia: A Case
Report Rapid Management of Unstable Bradycardia Reveals Inferoposterior STEMI and Hyperkalemia: A Case
Report K.A. Fitra1, K.A. Hasyaputra1, P.S. Bustanul2 Departement of Cardiology and Vascular Medicine, Royal Prima Hospital, Jambi, Indonesia2 Background: Sinus bradycardia is a common arrhythmia in patients with inferior or posterior acute myocardial
infarctions (AMIs). Sinus Bradycardia is unstable when is associated with hypotension or shock, slower heart
rates, changeable morphology of the P wave. The incidence of bradyarrhythmias in patients with ACS is 0,3% to
18%. Case Illustration: A 49-year-old man complained of typical angina 1 hour before admission. Vital signs show
hypotension (75/39 mmHg), severe bradycardia (27 beats/min) and RR : 40 breathes/min. An ECG revealed
junctional bradycardia and prolonged QT interval . Junctional bradycardia can be caused by hyperkalemia, and
according to laboratorium examination, hyperkalemia is caused by Acute Kidney Injury. Bradycardia improved
after administration of dopamine and CA Gluconate, but the patient still complained of chest pain, so a repeat
ECG examination was performed which showed the results Atrial Fibrillation Normal Ventricular Response with
ST-Elevation in the inferoposterior and right leads (Figure 1). The patient was diagnosed with Inferoposterior
STEMI with Right Ventricular infarction and AF NVR exacerbated by Cardiogenic Shock and Hyperkalemia ec
Acute Kidney Injury. It can be stated that the greatest possibility of bradycardia is caused by acute myocardial
infarction and electrolyte disturbances in the form of overlapping hyperkalemia, so PCI management is needed. The patient received DAPT and statins as management for STEMI before being referred to Primary PCI. Conclusion: Early identification of STEMI and potential complications, including bradycardia, is necessary for
proper care of the chest pain patient. It is imperative that the EM physician continues to remain up to date with
management of the unstable patient with STEMI and be prepared to intervene if complications arise. Keywords: Bradyarrhythmias, Myocardial Infaction, Hyperkalemia
Figure 1. ECG shows ST-Elevation in inferoposterior and right leads after the bradycardia was resolved. Keywords: Bradyarrhythmias, Myocardial Infaction, Hyperkalemia igure 1. ECG shows ST-Elevation in inferoposterior and right leads after the bradycardia was resolved. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Management of Acute Coronary Syndrome in Limited Resource Setting: a Case Series V. Calosa1, M. Valeria2, N. Dewi3
General Practitioner, Bajawa Public Hospital, East Nusa Tenggara, Indonesia1
General Practitioner, Inerie Public Health Center, East Nusa Tenggara, Indonesia2
Department of Internal Medicine, Bajawa Public Hospital, East Nusa Tenggara, Indonesia3 V. Calosa1, M. Valeria2, N. Dewi3 Background: Acute coronary syndrome (ACS) is a spectrum of coronary heart disease (CHD), which includes
ST-elevation myocardial infarction (STEMI), non-ST elevation myocardial infarction (NSTEMI), and unstable
angina. Prevalence of CHD in Indonesia is 1.5% based on the 2018 Indonesia Baseline Health Research. It is
estimated 12.9% of deaths in Indonesia is caused by CHD based on the Sample Registration System survey in
2014. Classic symptom of ACS, substernal pressure-like chest pain that radiates to the jaw and/or left arm, does
not always present. Often, other symptoms such as difficulty breathing, light-headedness, isolated jaw or left arm
pain, nausea, epigastric pain, diaphoresis, and weakness present instead of the classic symptoms. The main
treatment is to achieve reperfusion, either by fibrinolytics or percutaneous coronary intervention (PCI). In rural
area, treating patients with ACS in the unavailability of reperfusion therapy might be challenging. Hereby we
present a case series of four patients with ACS treated in limited-resource settings. Case Illustration: A sixty-nine-year-old man (Patient A), a seventy-six-year-old woman (Patient B), a sixty-two-
year-old woman (Patient C), and a forty-one-year-old man (Patient D) were admitted with complaints of typical
chest pain. A history of hypertension or dyslipidemia were noted in all patients. Electrocardiogram (ECG) findings
were elevated ST-segments (Patient A, C, D) and flattened/inverted T-waves (Patient B). Reperfusion therapy
was unavailable, thus we administered a loading dose of aspirin and clopidogrel followed by a maintenance dose,
heparin infusion of 10,000 units/day for three days, isosorbide dinitrate, bisoprolol, and atorvastatin. Improved
conditions and ECG findings were achieved within three-to-four-day hospitalization. Patients were referred to
have coronary angiography and further management. Conclusion: In limited-resource settings where reperfusion therapy is unavailable, heparin infusion of 10,000
units/day with a loading dose of aspirin and clopidogrel followed by maintenance therapy may improve the
patient’s conditions and ECG findings. p
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Keywords: acute coronary syndrome, limited resource, heparin infusion, reperfusion, rural area Figure 1. Clinical, electrocardiogram, and laboratory findings regarding four patients in the case series Figure 1. Clinical, electrocardiogram, and laboratory findings regarding four patients in the case series Figure 1. Clinical, electrocardiogram, and laboratory findings regarding four patients in the case series Background Increase of ageing population and emerging cardiovascular disease updates may impact on conditions that
previously underdiagnosed are being increasingly identified. Cardiac amyloidosis is a rare, multiorgan disease
characterized by deposition of insoluble amyloid fibrils throughout tissues and organs. This case of light chain
(AL) amyloidosis presenting with highly clinical suspicion of amyloidosis, comprehensive evaluation on patient
with high suspicion of infiltrative disease plays pivotal role for its diagnosis. Case Illustration A 57-years-old male admitted with shortness of breath without any chest pain. On initial physical examination,
his blood pressure was 80/52 mmHg with heart rate of 84x/min. He presented with elevated jugular venous
pressure, rales, gallops, cool extremities, and bilateral pitting edema. He also had several skin bruises around the
trunk and extremities. ECG reveals sinus rhythm, poor R wave progression, and low voltage. Chest X-ray shows
cardiomegaly, pulmonary edema with right pleural effusion. Lab findings shows high level of NT-pro BNP and
creatinine. Echocardiography results was suggestive of cardiac amyloidosis with concentric LVH, reduced LVEF,
LV diastolic dysfunction grade III, mild functional mitral regurgitation, mild pericardial effusion, typical LV
granule myocardial sparkling pattern and apical sparing bull’s eye pattern (cherry on top) on GLS. We performed
further workup cardiac MRI results consistent with cardiac amyloidosis, scintigraphy shows grade 3 cardiac
update, and serum free light chain (sFLC) test was abnormal with IgA Lambda oligoclonal gammopathy on
immunofixation electrophoresis. For final diagnosis, we perform endomyocardial biopsy the result was positive
on congo red staining, confirming diagnosis of amyloid monoclonal immunoglobulin light chain cardiomyopathy
(AL-CM). Two Phenotypes of Cardiac Amyloidosis Presenting in a Single Patient: A Case Report M.R.R. Natadikarta1, N.Y. Kusumawardhani1, H.S. Prameswari1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Padjadjaran, Bandung,
Indonesia1 Mitral Annulus Calcification: When It Came with Many Disturbances D. Azhari1, F. Yuliani2, M. Yanni3
Cardiology and Vascular Medicine Residency, Andalas University, Padang, West Sumatera1
Cardiology and Vascular Medicine Residency, Andalas University, Padang, West Sumatera.2
Cardiology and Vascular Medicine Department, M. Djamil Hospital, Padang, West Sumatera3 D. Azhari1, F. Yuliani2, M. Yanni3 Background: Mitral Annulus Calcification (MAC) is a mitral valve degenerative disorder. Prevalence of MAC
is between 8% and 15%, but it significantly increases with age and in patients with multiple cardiovascular risk
factors. MAC is associated with increased risk of atrial fibrillation, enlargement of left atrium, increased rate of
cardiovascular disease, and mortality. Case illustration: A 71-years old male presented with shortness of breath increased 1 day before admission. The
patient has a history of 2-day watery diarrhea, chough, and fever. Patient was an excessive smoker. Physical
examination showed irregular pulse, increase of jugular venous pressure, opening snap and mid diastolic murmur
on auscultation, and ankle oedema in both lower extremities. Electrocardiogram demonstrated atrial fibrillation
with normal ventricular response. Laboratory results showed thrombocytopenia, prolonged INR,
hypoalbuminemia, and electrolyte imbalance. Transthoracic echocardiography revealed decreased LV systolic
function EF 39%, severe mitral stenosis, moderate mitral regurgitation ec MAC, left and right atrium dilation, and
concentric left ventricular hypertrophy. The patient was assessed with community acquired pneumonia, gastro-
enteritis acute, hematuria, and suspected cardiac cirrhosis. Patient was treated with optimalization of heart failure
therapy, treatment of infection, vitamin K therapy, correction of hypoalbuminemia and electrolyte imbalance. After six days hospitalized, the patient was discharged with stable condition. Patient was planned to have mitral
valve replacement but refused and choosed optimal medical therapy. Conclusion: MAC is often clinically silent but can be symptomatic depending on severity of the mitral valve
disease. Infection can lead to acute heart failure presentation on this patient. Treatment of precipitant and
comorbidities will reduce days of hospitalization. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 61 y.o man, who had CABG procedure due to CAD and left leg amputation due to irreversible ischemia,
presented with resting pain and open wound on his right foot since 6 months ago. Duplex Ultrasound and CT
Angiography showed diffuse significant stenosis and calcified appearance with WIfI stage II and GLASS stage
II. Patient was performed PTA with DEB at femoropopliteal artery, then blood flow returned to normal and many
collateral infrapopliteal arteries appeared. One day prior to treatment, open wound healed and resting pain
disappeared. Second patient, A 78 y.o high-risk man was admitted to hospital with unhealing gangrenes at left
foot since 2 months ago and resting pain in both legs dominant in the right. Doppler ultrasound examinations
showed abnormal ABI and abnormal flow at left infrapopliteal artery. Patient who also had WIfI stage II and
GLASS stage II was performed Angiography and PTA procedures at femoropopliteal and infrapopliteal arteries. Necrotic wound at left foot started healing and pulse started to be detectable. Both patients were given wound
care management dan multidiscipline approach to control risk factors. Background CLTI is a highly morbid disease, causing significant mortality, limb loss, pain, and diminished quality of life
among those afflicted. The CLTI outcomes depends on primary and secondary care. PTA is widely used to
improve blood flow and quality of life in CLTI patients. A.I. Nurudinulloh1, A.J. Firdaus1, N. Kurnianingsih2 A.I. Nurudinulloh1, A.J. Firdaus1, N. Kurnianingsih2
Resident of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Brawijaya, Malang,
Indonesia1
Department of Cardiology and Vascular Medicine, Vascular Division, Saiful Anwar General Hospital, Malang,
Indonesia2 A.I. Nurudinulloh1, A.J. Firdaus1, N. Kurnianingsih2
Resident of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Brawijaya, Malang,
Indonesia1
Department of Cardiology and Vascular Medicine, Vascular Division, Saiful Anwar General Hospital, Malang,
Indonesia2 gy
,
y
,
j y ,
g,
Indonesia1
Department of Cardiology and Vascular Medicine, Vascular Division, Saiful Anwar General Hospital, Malang,
Indonesia2 Conclusion AL-CM with grade 3 scintigraphy was extremely rare. This case highlights the critical importance of ruling out
AL amyloidosis in all patients with positive uptake on scintigraphy to ensure such patients are not assumed to
have transthyretin (ATTR) cardiac amyloidosis. y
y
Keywords: cardiac amyloidosis, cardiomyopathy, endomyocardial biopsy, infiltrative disease Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Keywords: CLTI, wound healing, PTA Background: g
A pseudoaneurysm (PSA) is a locally-contained hematoma outside an artery due to damage to the vessel wall
which is also recognized as a false aneurysm. Over years, PSA incidence has improved in ranges from 0.2% to
8% since the catheterization procedures are commonly used by various specialties. A significant complication in
the form of femoral artery pseudoaneurysm is undergone by patients with diagnostic or therapeutic catheterization. Ultrasound is the quickest and best modality for assessment. Ultrasound can also be used for therapeutic probe
compression known as Ultrasound-Guided Compression Repair (UGCR). Case illustration: Three patients have complained of swollen and pain around groin area after catheter removal. They were stable
angina pectoris patients undergoing diagnostic and/or therapeutic catheterization. UGCR was performed to all of
them. The first UGCR was successfully performed to a 66-year-old woman. The second one performed to a 76-
year-old woman was not successful but the PSA resolved on its own. The last UGCR was also unsuccessful to a
75-year-old man and the PSA did not resolve but it was eventually successful after being managed by surgery. Generally, factors require the technical success consisting of the ability of patients to tolerate prolonged
compression, the skill of examiners to control the hand fatigue and the PSA itself. Case Series Report: Ultrasound-Guided Compression Repair (UGCR) as a Non-Invasive Treatment of
Pseudoaneurysms Complication of Catheterization in Dr. Saiful Anwar General Hospital Malang Case Series Report: Ultrasound-Guided Compression Repair (UGCR) as a Non-Invasive Treatment of
Pseudoaneurysms Complication of Catheterization in Dr. Saiful Anwar General Hospital Malang N. Kurnianingsih1, A. Christine1
RSUD Dr. Saiful Anwar Malang1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Revascularization is the appropriate decision for limb saving in CLTI patients to restore blood flow, reduce
ischemic burden, and optimize wound healing, which ultimately improves quality of life. Either PTA
femoropopliteal or infrapopliteal promises a similar wound-healing quality. Keywords: CLTI, wound healing, PTA Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Case Series Report: Ultrasound-Guided Compression Repair (UGCR) as a Non-Invasive Treatment of
Pseudoaneurysms Complication of Catheterization in Dr. Saiful Anwar General Hospital Malang Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: UGCR is a treatment that highly identified as a valid alternative, safe and cost-effective for patients with
catheter-related femoral pseudoaneurysms and a normal coagulation profile. It is non-invasive and easier to
perform than percutaneous and surgical repair. The success rate reaches 75% to 98%. Follow-up duplex scans
are usually performed three to seven days after successful treatment. Further treatment may be suggested if the
pseudoaneurysm is not completely removed by UGCR treatment. Keywords: pseudoaneurysm, ultrasound-guided compression repair Myocardial Dysfunction in Ketoacidosis: Myocarditis or Secondary Dysfunction due to Severe Acidosis?
M.M. Sari1, D. Arara1
RSU Bunda Margonda1 Myocardial Dysfunction in Ketoacidosis: Myocarditis or Secondary Dysfunction due to Severe Acidosis? M.M. Sari1, D. Arara1
RSU Bunda Margonda1 M.M. Sari1, D. Arara1
RSU Bunda Margonda1 Background: Acidosis is one of the major consequences of hemodynamic instability associated with multiple
organ failure and death. Most studies on the hemodynamic consequences of acidosis have been experimental, and
thus far from the most common clinical situations. Myocarditis, and later myocardial dysfunction, in acidosis
patients were reported in previous publication on 1996 and 2009. Case Illustration: A 37-year-old man was admitted to Hospital with acute onset of chest pain accompanied by
shortness of breath, palpitation, vomiting, sweating since 5 hours before admission. The patient had history of
diabetes, dieting for two weeks and not taking his medicines regularly. From PE were found diaphoresis and
tachycardia with BP 130/80, HR 150 bpm, RR 32x/m. His ECG in ER showed Sinus Tachycardia with HR about
150 bpm. The laboratory tests showed pH 6,91; pCO2 16.0 ;HCO3 3.2, with RBG 611 mg/dL and ketone
urine 4+. Echocardiography showed EF was 41%, with global Hypokinetic, reduced RV contractility, and ERAP
15. The next lab exam showed increased CRP and ESD levels. Unfortunately myocardial biopsy couldn’t be
performed in out hospital. We suggest the patient had a myocarditis dd/ global myocardial dysfunction due to
severe acidosis. Patient’s consciousness was deteriorated then being intubated and admitted to ICU. Patient was
administrated with ramipril, spironolactone, dapagliflozin for heart failure and then corrected the ketoacidosis
condition with insulin and sodium bicarbonate. In 3 days, the echocardiography evaluation showed the increased
of EF from 41% to 60%, TAPSE 1.2 to 1.7 with stable hemodynamic condition then he was extubated. Patient
was discharged in the 7th day of hospitalization in stable condition. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Clinical Presentation of MINOCA in Female with Thyroid Cancer Post Thyroidectomy ; A Case Rep Hanifah1, A. Puryani1, I.H. Siahaan2
General Practitioner, Persahabatan Central General Hospital1
Cardiologist, Persahabatan Central General Hospital2 Background: Myocardial infarction with non-obstructive coronary arteries (MINOCA) happens in 5-10% of all
myocardial infarction (MI), and one third of these patients have ST-segment elevation in ECG. Patients with
MINOCA were found having cancer more frequent than MI and obstructive coronary artery disease (MI-CAD). In cancer patients, ST-segment elevation is more likely to be found in MINOCA rather than MI-CAD. Also,
MINOCA predominantly happens in females and younger patients. In this report we present the distinct
characteristic of MI in cancer patient. p
Case illustration: A 53 year old woman with thyroid cancer post total thyroidectomy presented to emergency
room due to chest pain 6 hours before admission. The patient had hypertension and no history of anti-cancer
therapy. The physical examination showed high blood pressure, tachycardia, tachypnea, desaturation, and
bibasilar crackels in lungs. The electrocardiograms showed ST elevations in leads V1-V6, I and aVL. Laboratory
test showed elevation of troponin I Hs 1306,6, and CKMB 84,9.The echocardiography showed Regional Wall
Motion Abnormality (RWMA) : hypokinetics in mid-basal anterior-anteroseptal-inferoseptal-inferior, mild aortic
and moderate mitral regurgitation, and ejection fraction 42 %. The patient was initially diagnosed with extensive
anterior STEMI Killip class 2 and got loading dose of dual antiplatelet, nitrat sublingual, statin, and heparinization. After underwent the primary PCI, no significant stenosis coronary lesion to be found. Patient was treated
conservatively. Conclusion: MINOCA is frequently happened in cancer patients due to either the cancer-related processes or the
side effect of therapies. In comparison with MI-CAD, MINOCA patients are more likely to be younger and female. Recognition of the MI characteristic in cancer patients is essential to decide the proper treatment and prevention. Keywords: MINOCA, Cancer, STEMI Figure 1. Coronary angiography showed normal coronary arteries Figure 1. Coronary angiography showed normal coronary arteries Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Myocardial Dysfunction in Ketoacidosis: Myocarditis or Secondary Dysfunction due to Severe Acidosis? M.M. Sari1, D. Arara1
RSU Bunda Margonda1 Indonesian Journal of
Cardiology Acute Aortic Syndrome in Suspected Marfan Syndrome: A Neglected Case in Rural Area
K. Luthfiyah1, M.R.M.P. Sinurat1
Cileungsi General Hospital1 Background. g
Acute aortic syndromes are a life-threatening medical condition, including acute aortic dissection (AAD),
intramural hematoma (IMH) and penetrating atherosclerotic aortic ulcer (PAU). Disruption of the media layer of
the aorta is the common feature.1 Most patients in AAD are male, aged >70 years, presents with systemic
hypertension, atherosclerosis and iatrogenic causes, whereas Marfan syndrome is seen predominantly in younger
patients.2 In Marfan syndrome, the connective tissue disorder which caused by heterozygous mutations in FBN1,
leads to progressive aortic dilatation, thus increasing the risk of acute aortic dissection, with the incidence ranges
from 8.4% to 18%.3-5 It is important to recognize Marfan Syndrome early to provide appropriate treatment to
prevent life-threatening complications. Case Illustration. A 17-year-old male presented with chest pain accompanied by shortness of breath since 3 days before admission. Physical examination showed increased arm-span to height ratio (>1.05) with arachnodactyly, positive wrist and
thumb signs, pectus carinatum and ectopia lentis. The patient was afebrile, tachypneic and had wide pulse
pressure. An early diastolic murmur high pitched grade 2/4 at upper right sternal border was found. Electrocardiography showed sinus tachycardia with lateral wall ischemia and Left Ventricular Hypertrophy. Chest
x-ray showed cardiomegaly. Bedside echocardiography documented an intimal flap in the proximal ascending
aorta and aortic root, suggestive Stanford Type A AAD. The patient was then referred to National Cardiovascular
Center Harapan Kita Hospital to undergo surgical treatment. Conclusions The underlying pathology of Myocarditis and Myocardial dysfunction in acidosis patient remains uncleared. Multiple mechanism might play a role. Acidosis can cause cardiac contractile dysfunction and cause injury on the
cellular level then lead to myocardial dysfunction. Keywords: Myocardial dysfunction, Myocarditis, Acidosis Keywords: Myocardial dysfunction, Myocarditis, Acidosis
Picture 1. (a) Echocardiography showed EF was 41%, with global Hypokinetic. (b) Echocardiography showed
TAPSE was 1.2. Picture 1. (a) Echocardiography showed EF was 41%, with global Hypokinetic. (b) Echocardiography showed
TAPSE was 1.2. Indonesian Jour
Cardiology
Indonesian J Cardiol 2023
pISSN: 2830-3105 / eISSN
doi: 10.30701/ijc.1
Acute Aortic Syndrome in Suspected Marfan Syndrome: A Neglected Case in Rural Area
K. Luthfiyah1, M.R.M.P. Sinurat1
Cileungsi General Hospital1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion. Diagnosing acute aortic syndrome in early-stage Marfan syndrome is quite difficult due to absence of typical
features and lack of resources. This circumstances can lead to under-diagnosis which increase mortality rate. Surgical treatment is still the mainstay of management for Stanford Type A AAD and needed to reduce mortality
rate. Keywords: Acute Aortic Syndrome, Aortic Dissection, Marfan Syndrome, Bentall Procedure Figure 1: Echocardiography documented an intimal flap in ascending aorta Figure 1: Echocardiography documented an intimal flap in ascending aorta Tetralogy of Fallot With Labiopalathoschiziz : Let’s Total Correction or Not? F.H. Alkaf1, A. Priyatno2 F.H. Alkaf1, A. Priyatno2
Faculty of Medicine, Diponegoro University, Semarang, Indonesia1
Department Cardiology and Vascular Medicine, Kariadi Hospital, Semarang, Indonesia2 ,
y
Faculty of Medicine, Diponegoro University, Semarang, Indonesia1
Department Cardiology and Vascular Medicine, Kariadi Hospital, Semarang, Indonesia2 Case Illustration : An 8-year-old boy with Tetralogy of Fallot, polydactyly, history of 3-step surgery to the correction of
labiopalatoschiziz. With chief complaints of cyanotic, the body weight is difficult to gain, get tired easily, have
speech disorders, and tend to squat in daily life as well. Saturation oxygen was 66%/65%//71%/74%. S1 normal,
S2 weakened, systolic ejection murmur grade III/6 with punctum maximum at the left parasternal line SIC II. With nutritional status 16.5 kg, 117 cm, WAZ: -3.54, HAZ: -2.06, BMI: -3.42. Impression: Poor nutrition, very
less weight. Laboratory haemoglobin 21.8 g/dL and hematocrit 68.7%. Chest x-ray CTR 48%, booth shaped,
narrowed retrosternal space, RV cardiomegaly. EKG Sinus rhythm, 81x/min, RAD, RVH. Echo results:
overriding aorta <50%, VSD malalignment, RV hypertrophy, severe PS with PG 75 mmHg. He was a successful
total correction procedure and the condition was improved. Conclusion : Background : g
Tetralogy of Fallot is the most common cyanotic heart defect with an incidence of 5% to 10% of all CHD events. The four hallmark features of the malformation that consists of an interventricular communication, also known as
a ventricular septal defect, obstruction of the right ventricular outflow tract, override of the ventricular septum by
the aortic root, and right ventricular hypertrophy. Background: g
Cardiac CT angiography (CTCA) examinations frequently include the calcium score, which is a highly effective
predictor of coronary heart disease events. A small field of view that is focused on the heart is typically used for
CTCA tests. Coronary artery calcification and aortic calcification share similar risk factors, including advanced
age and hypertension, they both require screening. By acquiring a larger field of view, they can be obtained
simultaneously using a CT Angiography and commonly diagnosed incidentally during imaging for other
indications. Incidental Non-Cardiac Findings of a Cardiac CT angiography : Should We Only Concentrate on the
Heart? Incidental Non-Cardiac Findings of a Cardiac CT angiography : Should We Only Concentrate on the
Heart? A.P. Febrianto1, H. Arifianto1
Department Cardiology and Vascular Medicine, Sebelas Maret Hospital1 Case illustration: 74-year-old woman, with intermediate likelihood of significant coronary artery disease presented with atypical
chest pain was referred for CTCA. The physical examination revealed a firm, pulsatile abdominal mass. She had
documented history of hypertension, dyslipidemia and no known history of aortic aneurysm. To evaluate
abnormality in abdominal aortic, we decided perform larger field of view, by using run-off computed tomography
angiography (CTA) with region of interest (ROI) set of images over bifucartio of abdominal aorta. Then patient
undergoing CTCA, the result was CACS 2559.4 dan AAS >10.000, with moderate stenosis at shaft LM and mid
LAD due to calcified plaque. Incidentally, CTA abdominal aorta demonstrated a massive, tortuous and fusiform
aneurysm of the abdominal aorta measuring up osteal aneurysm diameter of 1.77 cm, distal 2.15 cm, widest
diameter 7.74 cm and 18.26 cm in the transverse diameter infrarenal arteries and extending to the aortic bifurcation
with extensive calcification. total correction
Conclusion : The management of patients with TOF has its own challenges both for diagnosis and management because not all
areas have adequate human resources or equipment. It is now expected that the prognosis of TOF patients will
improve substantially because of the advances in surgical and medical management that have occurred over the
last few decades. The decision to proceed with total correction or not depends on various factors such as the
severity of the condition, the age of the patient, the presence of other health issues, and the risks and benefits of
the surgical procedure. Keywords: Tetralogy Of Fallot, Labiopalathoschiziz, Malnutrition, Total Correction Keywords: Tetralogy Of Fallot, Labiopalathoschiziz, Malnutrition, Total Correction Keywords: Tetralogy Of Fallot, Labiopalathoschiziz, Malnutrition, Total Correction
) Pulmonic Stenosis by Angiography, (B) Echocardiography with VSD malalignment, (C) Labiopalathoschiziz
and Polydactyly, (D) Booth shaped by Thorax Xray ) Pulmonic Stenosis by Angiography, (B) Echocardiography with VSD malalignment, (C) Labiopalathoschiziz
and Polydactyly, (D) Booth shaped by Thorax Xray Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Incidental Non-Cardiac Findings of a Cardiac CT angiography : Should We Only Concentrate on the
Heart? Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background Left main coronary artery closure during DCA is a rare but catastrophic event with a poor prognosis. Emergency
reperfusion of the LMCA with hemodynamic support should be the primary goal in this setting. We describe a
patient with LMCA disease that developed acute chest pain and pulse VT and was treated with an emergency LM
stenting. Left main coronary artery occlusion following diagnostic coronary angiography : A disaster in the cath
lab A. Trissatharra1, Y.H. Oktaviono1
1.Department of Cardiology and Vascular Medicine, Faculty of Medicine, Airlangga University / Dr. Soetomo
Hospital Surabaya A. Trissatharra1, Y.H. Oktaviono1
1.Department of Cardiology and Vascular Medicine, Faculty of Medicine, Airlangga University / Dr. Soetomo
Hospital Surabaya A. Trissatharra1, Y.H. Oktaviono1
1.Department of Cardiology and Vascular Medicine, Faculty of Medicine, Airlangga University / Dr. Soetomo
Hospital Surabaya Case Illustration A 58-year-old man was admitted for an elective DCA, having reported episodes of chest pain and dyspnea on
light exertion within a few months prior. His past medical history included dyslipidemia, TIA, and smoking. From
the ECG, an anteroseptal OMI was obsereved and echocardiography showed hypokinetic anterior segment. DCA
was performed through access from femoral artery with 6F Judgkin Left 4.0 catheter to LMCA. During
cineagiography acquisition, patient exclaimed of a sudden chest pain, which progressed into a decrease of
consciousness, and hypotension. The monitor showed an ST-elevation of aVR, followed by an onset of VT with
pulse. Cardiopulmonary resuscitation was performed and the angiography showed critical stenosis of LMCA. The
LMCA ostium was engaged with 6F 3.5 guide catheter, followed by guidewire penetration into the lesion. Dilatation was performed with a 2.0 x 15 mm balloon followed by insertion of a drug eluting stent Amphilimus
(3.00 x 20 mm) to the LMCA, the stent was successfully implanted. Due to high thrombus burden, the patient was
also given Intravenous GPIIB/IIIA. Other than a short period of gross hematuria, the patient had quite an
uneventful event and discharge 4 days later with 100 mg aspirin and 75 mg clopidogrel. Conclusion LMCA occlusion can be rapidly fatal, making a rapid assessment and action crucial in its management. Therefore,
operator and personnel’s alertness in signs of acute LMCA occlusion is paramount during any coronary
interventional settings. Conclusions: ons:
report emphasizes the usefulness of CTCA with large field of view as a screening technique for
g incidental non-cardiac abnormalities with the same risk factor. ds: Abdominal Aortic aneursym, Cardiac CT angiography
Giant, Tortuous and fusiform aneurysm of the abdominal aorta This case report emphasizes the usefulness of CTCA with large field of view as a screening technique fo
identifying incidental non-cardiac abnormalities with the same risk factor. Keywords: Abdominal Aortic aneursym, Cardiac CT angiography This case report emphasizes the usefulness of CTCA with large field of view as a screening technique for
identifying incidental non-cardiac abnormalities with the same risk factor. Keywords: Abdominal Aortic aneursym, Cardiac CT angiography Giant, Tortuous and fusiform aneurysm of the abdominal aorta Giant, Tortuous and fusiform aneurysm of the abdominal aorta Giant, Tortuous and fusiform aneurysm of the abdominal aorta Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Keywords Keywords Left main coronary artery, coronary angiography, stents Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
The Deadly Peripartum Cardiomyopathy: A Case Report
F. Rachmaningrum1, D.J. Sugeng1, G. Tryan1, R. Ekaputra1
1RSU Banyumanik 2, Semarang, Indonesia I
p
The Deadly Peripartum Cardiomyopathy: A Case Repor
F. Rachmaningrum1, D.J. Sugeng1, G. Tryan1, R. Ekaputra1
1RSU Banyumanik 2, Semarang, Indonesia The Deadly Peripartum Cardiomyopathy: A Case Report
F. Rachmaningrum1, D.J. Sugeng1, G. Tryan1, R. Ekaputra1
1RSU Banyumanik 2, Semarang, Indonesia The Deadly Peripartum Cardiomyopathy: A Case Report
F. Rachmaningrum1, D.J. Sugeng1, G. Tryan1, R. Ekaputra1
1RSU Banyumanik 2, Semarang, Indonesia p y
g
g
Case illustration : A 25-years-old primiparous woman came to the emergency room five months after giving birth, reporting
dyspnea, palpitations, edematous extremities, nausea, and bloating that had lasted two months. During
examination, the patient had a blood pressure of 130/82 mmHg, a pulse rate of 116 bpm, a respiratory rate of
28/minute, and oxygen saturation of 95% on room air. Auscultation of the lungs revealed rhonchi sound at the
basal. Cardiovascular exam revealed regular heart sounds with murmur and JVD 5+4 H2O. Chest x-ray
examination showed cardiomegaly with pulmonary congestion. A transthoracic echocardiogram showed an
LVEF of 25%, global hypokinesis, dilated all heart chambers, and thrombus at LV apex. Patient was given
diuretic followed by administering ARB, beta-blocker, MRA and anticoagulant. The next day, patient had a
seizure, monitor ECG showed ventricular tachycardia. The fourth day of treatment, patient had cardiac arrest,
cardiopulmonary resuscitation was performed, but the patient died. Background : g
Peripartum Cardiomyopathy (PPCM) is the main cause of heart failure in pregnancy with high morbidity and
mortality, marked by reduction of LVEF <45% with no other cause of heart failure. The clinical signs and
symptoms are dyspnea, orthopnea, and paroxysmal nocturnal dyspnea. PPCM usually overlaps with
physiological changes in pregnancy and makes it underdiagnosed. p
Conclusion : Peripartum cardiomyopathy is a rare life-threatening cardiomyopathy. The prognosis for women with PPCM
depends on improvement of left ventricular size and function within 6 months after delivery. Delayed recovery
was associated with delayed diagnoses, higher NYHA functional class, LV thrombus, and coexisting medical
illnesses. Mortality rate varies widely (7-50%). The common cause of death are progressive heart failure,
arrythmia, or thromboembolism. Due to its morbidity and mortality, careful cardiac follow up is essential for
pregnant women who develop symptomps. p g
p y p
p
Keyword : Peripartum cardiomyopathy, heart failure, pregnancy, postpartum Keyword : Peripartum cardiomyopathy, heart failure, pregnancy, postpartum Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
May-Thurner syndrome, also known as iliac vein compression syndrome, is a rare medical condition in which the
left iliac vein is compressed by the adjacent right iliac artery. This can lead to the development of deep vein
thrombosis (DVT), usually in the leg. We report a case of how we encountered a suspected May-Thurner
syndrome in a rural area. Case Illustration A 43 years old female, presented with acute unilateral left lower limb swelling 6 hours before admission. experienced erythema, pain, and tenderness alongside the limb, Homans sign (+). On physical examination, the vital sign is within normal limit. Peripheral pulse is difficult to assess due to
swelling. The right and left ankle-brachial index (ABI) was 1.1 and 1.3, respectively. Glucose blood level was
289 mg/dL. ECG showed sinus rhythm. Doppler ultrasound showed high burden thrombus and no flow throughout
the left lower limb vein system, suggestive compression of the left iliac vein. Patient was diagnosed with acute DVT and suspected May-Thurner Syndrome. After optimal anticoagulant
therapy, she was referred to a tertiary hospital to undergo further assessment and mechanical
thrombectomy/angioplasty. PATENT DUCTUS ARTERIOSUS SUCCESSFULLY CLOSED WITH INTRAORAL IBUPROFEN IN
PRE-TERM NEONATE : A CASE REPORT FROM RURAL R.K. Ratri1, C. Saputra2, Sieeny3, J.A. Widodo3
General Practitioner of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara1
Cardiology and Vascular Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East
Nusa Tenggara2
Pediatrics and Perinatal Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East
Nusa Tenggara3 Background: Patent ductus arteriosus (PDA) is a common cardiovascular condition in pre-term neonate, defined
as the failure of ductus arteriosus closure within 48 hours after birth. Symptomatic PDA provides significant
hemodynamic consequences which can lead to significant respiratory distress. We chose Ibuprofen as medical
treatment of choice for PDA cases in preterm. Case Illustration: A ten days old boy was born via elective cesarean section at 35 weeks and 2 days of gestation,
weight 2.250 grams, with an Apgar score of 6/9 body temperature was 36.9 ℃, heart rate was 148 beats/min and
regular, respiratory rate was 67 times/min, and blood oxygen saturation level was 97%. Day ten after birth a
continuous heart murmur at the left upper sternal border was noted. Initial echocardiography on admission
demonstrated the presence of PDA. The treatment strategy was to administer a total of three doses of intraoral
ibuprofen, which an initial dose of 10 mg/kg at 0 hour followed by 20 mg/kg at 24 and 48 hour then. 24 hours
after the first ibuprofen administration, no continuous murmur was heard, heart rate from 160-180 beats/min to
128 beats/min, as well as in the respiratory rate from 64-68 breaths /min to 46 breaths/min, retractive breathing
also showed a reduction, and without demonstrated side effects. The patient remains in good systemic condition
and was discharged from the hospital on day 18th after birth. Conclusion: Pre-term neonate with symptomatic PDA has been successfully treated with intraoral ibuprofen. Ibuprofen administration might be a useful medical treatment option. The patient’s condition has been improved
and PDA was spontaneously closed with medication. p
y
Keywords: Patent Ductus Arteriosus, Ibuprofen, Pre-term neonate Bedside Echocardiography Exam showed PDA LR shunt Bedside Echocardiography Exam showed PDA LR shunt Indonesian Jou
Cardiolog
Indonesian J Cardiol 2023
pISSN: 2830-3105 / eISSN
doi: 10.30701/ijc. A Case Report: Acute Deep Vein Thrombosis in Suspected May-Thurner Syndrome
M.R.M.P. Sinurat1, D.S. Kusumaningayu1
Cileungsi Hospital, Bogor, Indonesia1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology A Case Report: Acute Deep Vein Thrombosis in Suspected May-Thurner Syndrome
M.R.M.P. Sinurat1, D.S. Kusumaningayu1
Cileungsi Hospital, Bogor, Indonesia1 eywords: Thyroid Heart Disease, Hyperthyroid, Atrial Fibrillation, Acute Decompensated Heart Failure Conclusion Unprovoked DVT can be triggered by May-Thurner syndrome. Early diagnosis and referral could lower long-
term complications and mortality rates. Keywords: May-Thurner Syndrome, Deep Vein Thrombosis Keywords: May-Thurner Syndrome, Deep Vein Thrombosis Doppler ultrasound showed thrombus and positive compression ultrasound (CUS) Doppler ultrasound showed thrombus and positive compression ultrasound (CUS) Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
A 36 Years Old Female with Acute Decompensated Heart Failure (ADHF) and Atrial Fibrillation (AF)
Associated with Hyperthyroidism : A Case Report A 36 Years Old Female with Acute Decompensated Heart Failure (ADHF) and Atrial Fibrillation (AF)
Associated with Hyperthyroidism : A Case Report Tricuspid Valve Obstruction Caused by Giant Intracardiac Tumor in Children : A Time Bomb A.R. Pratama1
RS AR Bunda Lubuk Linggau1 Background: Intracardiac tumor in children are rare and commonly benign, rhabdomyomas and fibromas are the
most common benign cardiac tumors in children, but tumor with originate from the cardiac valve usually is
papillary fibroelastomas, although are benign but can compromise cardiac function because of their potential for
pulmonary artery obstruction or pulmonary embolism. A 36 Years Old Female with Acute Decompensated Heart Failure (ADHF) and Atrial Fibrillation (AF)
Associated with Hyperthyroidism : A Case Report K. Nisa1, A. Ferly2
Pupuk Kaltim Hospital, Bontang, East Borneo, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Indonesia ‐ Nationa
Cardiovascular Center Harapan Kita, Jakarta, Indonesia2 K. Nisa1, A. Ferly2
Pupuk Kaltim Hospital, Bontang, East Borneo, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Indonesia ‐ National
Cardiovascular Center Harapan Kita, Jakarta, Indonesia2 Background: Hyperthyroidism affects the cardiovascular system in the form of hemodynamic changes and direct
effect on the myocardium, which can lead to heart failure (HF) and arrhythmias (mostly AF) if not treated
properly. Case Illustration: A 36-year-old female came to the emergency room with shortness of breath accompanied by
palpitation and tremors. The patient had a history of hyperthyroid disease since she was 26 years old that wasn’t
treated routinely for the past 5 years. On physical examination, blood pressure was 153/118 mmHg, heart rate
140-150 bpm, respiratory rate 22-24 bpm, temperature 36.3oC. The cardiovascular examination showed the heart
rate was 188 bpm with irregular rhythm. The EKG showed atrial fibrillation-rapid ventricular response (AF RVR). The result of thyroid function was hyperthyroid. Chest X-ray showed cardiomegaly, pleural effusion and
pulmonary edema. Echocardiography showed dilatation of all four cardiac chambers, with EF:28% (global
hypokinetic), TAPSE: 14 mm. The patient was diagnosed with ADHF and AF RVR ec Thyroid Heart Disease
(THD) treated with Furosemide, Spironolactone, Ramipril, Extra Fargoxin, Simarc, Enoxrin, Tyrozol. The patient
was monitored and showed improvement, and was discharged after the 4th day of treatment. Early and optimal
control of thyroid levels is key in the management and prevention of THD. B-blocker group is the first choice for
rate control in AF but in this case of ADHF with AF, digoxin is a better choice. Hyperthyroidism caused HF via
two main pathways: (1) tachycardia-induced HF with LV dysfunction, (2) RV heart failure due to the RV volume
overload. HF in hyperthyroidism has 3 phases: hyperkinetic, normokinetic, followed by hypokinetic. Conclusion: Hyperthyroidism that's not treated properly can cause HF and AF, which increases the risk of Conclusion: Hyperthyroidism that's not treated properly can cause HF and AF, which increases the risk of
disability and death. It is important to raise patient’s awareness to take medications regularly and routinely check
for hyperthyroid treatment and cardiac function. A 36 Years Old Female with Acute Decompensated Heart Failure (ADHF) and Atrial Fibrillation (AF)
Associated with Hyperthyroidism : A Case Report Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Tricuspid Valve Obstruction Caused by Giant Intracardiac Tumor in Children : A Time Bomb
A R P t
1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 DIFFERENT ETIOLOGIES EMBOLISM ON ACUTE LIMB ISCHEMIA PATIENTS A.P. Febrianto1, A. Yasa1, H. Sulastomo1
Department Cardiology and Vascular Medicine, Dr. Moewardi Hospital1 Background: g
The etiology of acute limb ischemia are largely due to embolism and thrombosis. Most cases are cardiac embolism,
among which atrial fibrillation accounts for the majority due to the formation of mural thrombi. Other causes
include valvular diseases, thrombosis due to an occlusive atherosclerotic lesion, and paradoxical embolism. We
report 2 cases of acute limb ischemia patient with different sources embolism. Case illustration: Case 1, a 41-year-old woman suffered from right lower limb pain since 6 hours. She had cold acral, low sensory,
peripheral saturation right lower limb was zero, also no pulse femoral right artery. Waveform was dampened and
monophasic with soft thrombus occlusion in the right femoral artery from Duplex Ultrasound . DSA was
performed, total occlusion was revealed in the osteal of right common femoralis artery. Transthoracic
echocardiogram revealed signs of pulmonary hypertension (PH), dilated right ventricle and atrium, also we found
secundum Atrial septal secundum right-to-left shunt. We suspected source of thrombus was from paradoxical
embolic event. Case 2, a 54-year-old woman suffered from left lower limb pain and his left foot purple-turned for 15 hours. No
pulse at left poplitea artery and his peripheral saturation left lower limb was zero. ECG showed Atrial Fibrillation
normoventricular response. No flow waveform in left poplitea artery was found during Duplex UltraSound. Total
occlusion was revealed at the osteal of right common femoralis artery from DSA. Transthoracic echocardiogram
showed Mitral regurgitation severe, dillated left cardiac chambers and spontaneous echo contrast. We revealed
source of thrombus was from micro thromboembolic event. Conclusions: Case Illustration: A 19-months old boy had presented with fever and shortness of breath of four days duration, previously the patient
often complained of dyspneu since the age of 6 months without signs of cyanosis. At admision, he had signs and
symptoms febrile, irritable, tachypnea and tachycardia. His Chest X-Ray demonstrated cardiomegaly, from
laboratory result showed thrombocytopenia (24.000/uL) and hypoalbuminemia, due to found cardiomegaly
patient was consulted for Echocardiography. Transthoracic echocardiography showed RA dilatation, a large tumor
attached tricuspid valve with largest measured 2.17 cm x 1.88 cm, the right ventricle was severely underloaded
and had dyskinetic wall motion. LV function was normal with paradoxical movement seen. Pericardial effusion
is seen arround the cardiac chambers. Due to the potential for life-threatening embolic events, the patient was
referred to tertiary hospital for further examination and the possibility of surgical resection and analysis
histopathology of tumor, but unfortunately two days before surgery, the patient passed away. Conclusion: Intracardiac tumors are rare and mostly benign in children, they can compromise cardiac function
depending on their size and location. A clinician should be aware of symptoms of heart failure such as dyspnea
and signs of murmurs because the presence of a tumor can increase the risk of a life-threatening embolic event. Keywords: Intracardiac, tumor, children, embolic, cardio-oncology Keywords: Intracardiac, tumor, children, embolic, cardio-oncology (A) Chest X ray showed cardiomegaly (B) Transthoracic echocardiography apical 4 chamber view (A) Chest X ray showed cardiomegaly (B) Transthoracic echocardiography apical 4 chamber view Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Hyperkalemia induced Pseudo-infarction pattern: A Case Report M.R.M.P Sinurat1, N.M. Asoehan1
Cileungsi hospital, Bogor, Indonesia1 Case Illustration A 64 years old female, experienced severe vomitus and shortness of breath since 1 day before admission. On
physical examination, She was normotensive, slight bradycardia and tachypnea with severe desaturation (65% on
room air). ECG showed left bundle branch pattern (Modified Sgarbossa = 0) with flattened P wave and peak and
tall T in V1-3. Potassium, ureum and creatinine level 209 mg/dL and 7.3 mg/dl, respectively. Hyperkalemia may
present as an ST segment elevation that lead to misinterpretation and delay definitive therapy. ECG changes in
hyperkalemia include: peak of the T wave, PR interval prolongation, widening of the QRS complex, flattening of
the P wave. Our patient refused to undergo urgent haemodialysis and unfortunately died due to malignant
arrhythmia. Background Background
Electrolyte imbalances can cause ECG (Electrocardiogram) abnormalities that are often ambiguous. We report a
death case of acute untreated chronic kidney disease presenting with pseudo-infarction pattern. Conclusions: This serial case emphasized the necessity to consider possible causes in ALI-cases
Keywords: Acute Limb ischemia, paradoxical embolism, Atrial Fibrillation Different etiologies embolism on acute limb ischemia patients Different etiologies embolism on acute limb ischemia patients Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Challenging Permanent Pacemaker Implantation in a Patient with Total AV Block and Rare Vascular
Anomaly: A Case Illustration of an 81-Year-Old Woman with Left Persistent Superior Vena Cavae A. Kurniawan1, A. Rizal1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya; dr. Saiful
Anwar General Hospital1 A. Kurniawan1, A. Rizal1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya; dr. Saif
Anwar General Hospital1 Case illustration: An 81-year-old woman was admitted to the hospital due to a total atrioventricular block. The patient had
previously been treated with temporary pacemaker placement, but it was decided to perform permanent pacemaker
implantation due to the persistence of the AV-block. However, during the procedure, the lead encountered
technical difficulties in reaching the right ventricle, resulting in continuous displacement toward the coronary
sinus. After several maneuvers were attempted without success, a rare anatomical variant of left persistent superior
vena cava (LPSCV) was suspected as the culprit. The LPSCV was confirmed by venography, and ultimately,
alternative techniques were employed to successfully position the lead in the right ventricle. LPSCV is a rare
anatomical variation that can pose significant challenges during permanent pacemaker implantation. In some
cases, selective maneuvers may be required to position the lead in the right ventricle. Therefore, a thorough
understanding of the specific handling and appropriate maneuvers is essential to overcome these challenges and
ensure successful permanent pacemaker implantation in patients with LPSCV. Background: Permanent pacemaker implantation is a crucial procedure for patients with total AV block to avoid life-threatening
complications. However, anatomical abnormalities like left persistent superior vena cavae (LPSCV) can pose a
challenge during implantation. y
Conclusion ST segment elevation is not always indicate a myocardial infarction. Other condition such as hyperkalemia could
mimic the ECG changes, comprehensive evaluation is crucial in identifying and managing this similar but
comprising an entirely distinct mechanistic cause. Keywords: Hyperkalemia, ST Elevation, ECG Keywords: Hyperkalemia, ST Elevation, ECG ECG showed left bundle branch pattern (Modified Sgarbossa = 0) with flattened P wave and peak and tall T in
V1-3. ECG showed left bundle branch pattern (Modified Sgarbossa = 0) with flattened P wave and peak and tall T in
V1-3. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Challenging Permanent Pacemaker Implantation in a Patient with Total AV Block and Rare Vascular
Anomaly: A Case Illustration of an 81-Year-Old Woman with Left Persistent Superior Vena Cavae
A. Kurniawan1, A. Rizal1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya; dr. Saiful Background: g
Arrhythmogenic right ventricular cardiomyopathy (ARVC) is an inherited cardiac disease characterized by
fibrofatty infiltration and arrhythmias. The diagnosis of ARVC is based on a combination of clinical,
electrocardiographic, imaging, and pathological criteria. The major criteria for the diagnosis of ARVC include
regional wall motion abnormalities and/or RV dilatation or reduced ejection fraction, ventricular arrhythmias, and
tissue characterization by cardiac MRI, which can reveal fibrofatty infiltration. Successful Catheter Ablation of Ventricular Tachycardia in a Patient with Arrhythmogenic Right
Ventricular Cardiomyopathy: A Case Report Successful Catheter Ablation of Ventricular Tachycardia in a Patient with Arrhythmogenic Righ
Ventricular Cardiomyopathy: A Case Report A. Kurniawan1, A. Rizal1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya; dr. Saiful
Anwar General Hospital1 A. Kurniawan1, A. Rizal1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya; dr. Saif
Anwar General Hospital1 Case illustration: We report the case of a 39-year-old male with a history of recurrent ventricular tachycardia (VT) who had
undergone multiple hospitalizations and cardioversion. A Holter monitor showed multifocal PVCs with a
dominant RVOT anterior endocardial origin. The patient was suspected to have ARVC, and a cardiac MRI
revealed late enhancement in the transmural basal anterior, basal anteroseptal, mid anterior, mid anteroseptal, and
apical anterior regions. The patient had a hypokinetic left ventricle with an ejection fraction (EF) of 45.2% and a
reduced RV EF of 31.5%. The EKG during VT was also consistent with one of the major criteria for ARVC. The
patient underwent unsuccessful catheter ablation. During follow up patient still experienced palpitations, and a
repeat ablation was performed using HD Mapping ablation and selective maneuvers were employed to
successfully eliminate ventricular tachycardia. The HD Mapping ablation technique has been shown to improve
the success rate of ablation procedures in patients with complex arrhythmias, including ARVC. Conclusion: Permanent pacemaker implantation in patients with LPSCV is challenging and requires specific handling and
appropriate maneuvers. Selective maneuvers can be effective in overcoming technical difficulties during lead
placement. Keywords: Permanent pacemaker, left persistent superior vena cavae, technical difficulties Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Successful Catheter Ablation of Ventricular Tachycardia in a Patient with Arrhythmogenic Right
Ventricular Cardiomyopathy: A Case Report Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Stress myocardial computed tomography perfusion (CTP) is a novel examination that provides both anatomic and
physiological assessment of myocardial ischemia. Stress myocardial CTP outperformed single-photon emission
computerized tomography (SPECT) and echocardiography, and was comparable to magnetic resonance imaging
(MRI) and positron emission tomography in terms of accuracy in measuring myocardial perfusion. computerized tomography (SPECT) and echocardiography, and was comparable to magnetic resonance imaging
(MRI) and positron emission tomography in terms of accuracy in measuring myocardial perfusion. We present a smoker, 45 years old male, complained about typical chest pain, undergoing first stress CTP
procedure in Indonesia. We present a smoker, 45 years old male, complained about typical chest pain, undergoing first stress CTP
procedure in Indonesia. Myocardial CT Perfusion Stress Test: The First Experience in Indonesia S.D. Handari1,3, Y.W. Ashari2, A.F. Rahimah3, W. Karolina3, I. Kamelia2
1Cardiovascular Imaging Division, Premier Hospital, Surabaya, Indonesia;
2Cardiology Resident at Faculty of Medicine Universitas Brawijaya-Saiful Anwar General Hospital, Malang,
Indonesia;
3Cardiovascular Imaging Division, Faculty of Medicine, Universitas Brawijaya-Saiful Anwar General Hospital,
Malang, Indonesia; S.D. Handari1,3, Y.W. Ashari2, A.F. Rahimah3, W. Karolina3, I. Kamelia2
1Cardiovascular Imaging Division, Premier Hospital, Surabaya, Indonesia;
2Cardiology Resident at Faculty of Medicine Universitas Brawijaya-Saiful Anwar General Hospital, Malang,
Indonesia;
3Cardiovascular Imaging Division, Faculty of Medicine, Universitas Brawijaya-Saiful Anwar General Hospital,
Malang, Indonesia; S.D. Handari1,3, Y.W. Ashari2, A.F. Rahimah3, W. Karolina3, I. Kamelia2
1Cardiovascular Imaging Division, Premier Hospital, Surabaya, Indonesia;
2Cardiology Resident at Faculty of Medicine Universitas Brawijaya-Saiful Anwar General Hospital, Malang,
Indonesia;
3Cardiovascular Imaging Division, Faculty of Medicine, Universitas Brawijaya-Saiful Anwar General Hospital,
Malang, Indonesia; S.D. Handari1,3, Y.W. Ashari2, A.F. Rahimah3, W. Karolina3, I. Kamelia2
1Cardiovascular Imaging Division, Premier Hospital, Surabaya, Indonesia; Case Illustration A 45 years old male, with risk factor heavy smoker and premature coronary artery disease (CAD) in his family,
came to the cardiac outpatient clinic with typical chest pain. There were no history of hypertension, diabetes
mellitus, nor dyslipidaemia in this patient. Electrocardiography, laboratory findings, and chest radiograph showed
normal result. Echocardiography evaluation and treadmill stress test were also normal. We assessed pre-test
probability score in this patient, was 22%. Using GE Revolution Apex 512 slices, we performed a comprehensive
cardiac computed tomographic protocol combining computed tomography angiography (CTA) and CTP to
provide a simultaneous assessment of both coronary artery anatomy and ischemia. Stress-rest procedure using
adenosine and iso-osmolar contrast media. Total calcium score was 22 with evidence of coronary soft plaque 20-
30% at LMS-osteal LAD (CAD-RADS 2/V) with no ischemia inducible. Total radiation during procedure was
14.96 mSv. Conclusion: In summary, the diagnosis of ARVC is based on a combination of clinical, genetic, and imaging criteria. Recurrent
arrhythmias in ARVC patients pose a significant management challenge, but the use of HD Mapping ablation
techniques may improve success rates. Keywords: Arrhythmogenic right ventricular cardiomyopathy, catheter ablation, HD mapping Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Stress myocardial CTP, which might serve as a "one-stop-shopping" tool for the diagnosis and overall care of
CAD patients, is currently the only non-invasive modality that providing an integrated anatomical/functional
analysis. It therefore helps reducing the possible over-indication to myocardial revascularization. Keywords: Computed tomography myocardial perfusion, Myocardial perfusion imaging, Stress perfusion, Non-
invasive diagnostic, Coronary artery disease Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Pulmonary Atresia with Intact Ventricular Septum: A Nightmare in Neonatal Intensive Care Unit
M.M. Sari1, D. Arara1
RSU Bunda Margonda1 Background g
Infective endocarditis (IE) is a serious infection that affects the heart and can be life-threatening if not recognized
and treated promptly. IE with multiple complications poses a high mortality rate. The management of IE involves
a multidisciplinary approach. Treatment goals include eradication of the infectious agent, prevention of further
complications, and a surgical approach. Pulmonary Atresia with Intact Ventricular Septum: A Nightmare in Neonatal Intensive Care Unit
M.M. Sari1, D. Arara1
RSU Bunda Margonda1 (b)
Echocardiography showed intact ventricular septum with Tricuspid Regurgitation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
"Rising to Challenge: A Case Report on Managing Infective Endocarditis with Multiple Complications
and Re-expansion Syndrome" Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology sing to Challenge: A Case Report on Managing Infective Endocarditis with Multiple Complications
and Re-expansion Syndrome" M.S. Goma1, S.Y. Pradana1, A.Z. Abidin1, D.Y. Kurniawan1, S. Sungkar1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Diponegoro University- Dr. Kariadi
Central General Hospital, Semarang, Indonesia1 Case Illustration A 59-year-old woman presented with symptoms of shortness of breath, fatigue, and fever, and reported a history
of chills and sweating at night. On examination, a cardiac murmur erb’s area was heard, and there was a janeway
lesion on her palmaris, her electrocardiogram showed sinus rhythm with a normal axis. Further laboratory tests
revealed, elevated inflammatory marker, and elevated creatinine levels. y
A Chest X-ray showed left ventricular and left atrial enlargement. Echocardiography examination showed
vegetation at the aortic valve, and perivalvular abscess. The patient was diagnosed with definite IE with severe
aortic regurgitation.We gave her empiric antibiotics and heart failure medication. At 5 days hospitalisation the
clinical condition worsened and hematopneumothorax was present, and patient proceeded to water-seal drainage
(WSD) insertion. After 4 hours WSD insertion, the patient felt more takipneu with rales in both lungs indicating
acute lung oedema, patient developed re-expansion syndrome. Due to progessive respiratory distress and
hemodynamic instability, the patient was sent to the CVCU for further monitoring and management. Conclusion Pulmonary Atresia with Intact Ventricular Septum: A Nightmare in Neonatal Intensive Care Unit
M.M. Sari1, D. Arara1
RSU Bunda Margonda1 M.M. Sari1, D. Arara1
RSU Bunda Margonda1 Background: Pulmonary atresia (PA) is a heart defect present at birth that's usually diagnosed soon after birth. The incidence of Pulmonary atresia was about 9.6% of all congenital heart defect. Pulmonary atresia (with
Ventricular Septal Defects (VSD) or Intact Ventricular Septum (IVS)) is one of congenital heart disease that can
be classified as a duct dependent pulmonary circulation. Babies with pulmonary atresia need immediate treatment
which may include medications and one or more procedures or surgeries. Case Illustration: Newborn term-baby girl was consulted by Consultant Neonatal Intensive Care to Cardiologist
due to desaturation since birth. The mother had a delivery by C-section due to high-risk pregnancy (multipara and
the mother was 40 years old). From the clinical examination were found continuous murmur at LUSB with
pansystolic murmur grade III/VI at LLSB. Other physical findings were unremarkable. From chest x ray was
found a cardiomegaly. Echocardiography showed Pulmonary atresia with intact ventricular septum, 3 mm PDA
and moderate tricuspid regurgitation with right ventricular hypertrophy. We administrated the patient with drip
prostaglandin E1 to keep the ductus arteriosus still open. We also took off the oxygen supplementation and the
baby saturation were stable between 75-85%. We also look for referral hospital with advance cardiac pediatric
care to manage this patient. In the 4th days of hospitalization, the baby finally can be referred to other hospital and
she was performed balloon pulmonary valvulotomy. Unfortunately, in a 7th day of hospitalization, the baby was
passed away due to multi-organ failure. Conclusion: Recognizing the cardiac defects by physical examination, chest x ray and echocardiography are
mandatory in baby with suspected congenital heart disease. Prostaglandin drip with procedures or surgery is a
mandatory management in PA-IVS patient. eywords: Congenital Heart Disease, Pulmonary Atresia, Intact Ventricular Septum, Ductus Arteriosus,
t Picture 1. (a) Echocardiography showed “no flow” from RV to PA with Ductus Arteriosus. (b)
Echocardiography showed intact ventricular septum with Tricuspid Regurgitation Picture 1. (a) Echocardiography showed “no flow” from RV to PA with Ductus Arteriosus. Background ac g ou d
Coronary Artery Disease (CAD) is still one of the cardiovascular diseases with high mortality rate, responsible
for around 8.9 million deaths each year1. Acute Coronary Syndrome (ACS) requires immediate diagnosis within
10 minutes with an electrocardiography (ECG)2. Identification of ST-segment elevation is very important,
including in aVR lead. However, sometimes the aVR lead is neglected lead to find ST-elevation in ACS cases3. Several studies shown that ST-elevation in the aVR lead can be associated with various conditions including Left
Main disease with a high mortality rate.4,5 Case illustration A 72-year-old man presents to emergency room complaining severe typical chest pain and shortness of breath for
approximately 2 days. Physical examination revealed rhonchi at the lung bases. ECG examination found ST-
segment elevation in aVR lead and ST-segment depression in I, II, aVL, aVF, V5 and V6 leads. ST-elevation in
aVR lead may associate with critical Left Main Coronary Artery (LMCA) occlusion. Its not always be total
occlusion that leads to rapid cardiac arrest.6,7 Laboratory tests showed increased cardiac enzymes both CKMB and troponin I. Patients diagnosed with high risk
NSTEMI and referred immediately to PCI on capable hospital. Prior to coronary angiography, an
echocardiographic examination revealed decreased EF to 37.8% accompanied by global hypokinetic. Angiography revealed critical LMCA occlusion with some calcification and non-dominant Right Coronary Artery
(RCA). Early PCI was performed by placing two-DES stent in the occluded blood vessel. After procedure, chest
pain significantly relieved. Importance of aVR Lead in Patient with Acute Coronary Syndrome :A Case Report G.F. Ramadhan1, T. Rahadiyan2
RS DKT Dr Bratanata Jambi1
RS DKT Dr Bratanata Jambi dan RSUD Raden Mattaher Jambi2 y
Conclusion Managing infective endocarditis with multiple complications is quite tough and requires a collaborative effort
from multidisciplinary specialties.Re-expansion syndrome is a rare but potentially fatal iatrogenic complication
of thoracocintesis or tube thoracostomy. Vigilant monitoring and early diagnosis are crucial to prevent adverse
outcomes and improve patient outcomes. fective Endocarditis, Complications, Re expansion Syndrome
There was a vegetation at the aortic valve and perivalvular aortic abscess Keywords: Infective Endocarditis, Complications, Re expansion Syndrome There was a vegetation at the aortic valve and perivalvular aortic abscess Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Importance of aVR Lead in Patient with Acute Coronary Syndrome :A Case Report
G.F. Ramadhan1, T. Rahadiyan2
RS DKT Dr Bratanata Jambi1
RS DKT Dr Bratanata Jambi dan RSUD Raden Mattaher Jambi2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Marfan syndrome (MFS) is an autosomal dominant, age-related but highly penetrant condition with substantial
intrafamilial and interfamilial variability. The most prominent manifestations of MFS are asymptomatic aortic
root aneurysms and aortic dissections. Untreated aortic root aneurysms can progress to life-threatening acute aortic
dissections. In type A dissection patients with or without Marfan syndrome, open surgery was the preferred
treatment method Case Illustration A-31-year-old women admitted due to shortness of breath with chest discomfort. Physical examination revealed
long arm span (1,078) compared to her height, high arched palate, Pulse pressure 109/53 mmHg, early diastolic
murmur grade III/IV high pitched, loudest at Erbs area, pulsatile abdominal pulse periumbilical, with wrist sign
and thumb sign suggesting Marfan syndrome with aortic insufficiencies (AI). Cardiomegaly, scoliosis vertebra
thoracal with congestive pulmonum was noted by chest x-ray. Echocardiography revealed severe AI and moderate
TR, dilatation in aorta 29 mm with intimal flap distal of sinotubular junction, decreased LV systolic function EF
26%. In MSCT Aorta revealed Intimal flap from ascending aorta and abdominal aorta at Th.12 vertebrae (± 3.23
cm long), suspected aortic dissection.We managed to optimalized medical therapy while preparing for surgical
procedure. Conclusion From this case, it shows that the importance of holistic ECG interpretation including aVR lead in ACS cases. Electrocardiography not only utilized as diagnostic tool, but also as predictor for patient outcomes. So, as
practitioners we can provide adequate therapy to avoid complications. Keywords: aVR lead, ST-elevation, electrocardiography, left main disease, acute coronary syndrome a: ECG found ST-elevation in aVR lead and ST-depression in multiple leads; b-e: Angiography revealed
significant stenosis 90-95% LMCA, 70-80% LAD and 80-90% LCx, hence 2-DES Stenting performed a: ECG found ST-elevation in aVR lead and ST-depression in multiple leads; b-e: Angiography reveale
significant stenosis 90-95% LMCA, 70-80% LAD and 80-90% LCx, hence 2-DES Stenting performed Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Medical Management in Standford A Aortic Dissection Complicating long Standing Severe Aortic
Insufficiency in Marfan women : A Bridge too far
I.P. Farissa1, F. Tandri1, Y. Herry1, R. Hidayatullah1, S. Sungkar1
RSUP dr Kariadi/Diponegoro University1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Medical Management in Standford A Aortic Dissection Complicating long Standing Severe Aortic
Insufficiency in Marfan women : A Bridge too far
I.P. Farissa1, F. Tandri1, Y. Herry1, R. Hidayatullah1, S. Sungkar1
RSUP dr Kariadi/Diponegoro University1 Keywords: myocarditis, heart failure, sglt2inhibitors Conclusion Aortic dissection and insufficiency are common complications of Marfan syndrome. Early diagnosis and prompt
treatment are crucial in preventing life-threatening complications, including aortic rupture and death. Medical
management of aortic dissection and insufficiency in Marfan syndrome requires a multidisciplinary approach. Although the management of aortic dissection and insufficiency in Marfan syndrome is complex, with appropriate
medical care and support, patients can lead healthy and fulfilling lives. Keywords: aortic insufficiency, marfan syndrome, aortic dissection Keywords: aortic insufficiency, marfan syndrome, aortic dissection Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
SGLT2 Inhibitors as a Promising Treatment Option for Myocarditis-Related Heart Failure
F.Q. Decroli1, M. Yanni2
RSUP M DJAMIL1
Division of Cardiology and Vascular Medicine , M. Djamil Hospital Padang2 SGLT2 Inhibitors as a Promising Treatment Option for Myocarditis-Related Heart Failure Background : Myocarditis-related heart failure is a condition that can cause significant morbidity and mortality. Although traditional treatments for heart failure are useful in many instances, a significant number of patients
continue to experience symptoms and have unfavorable results. SGLT2 inhibitors, may have added advantages
for individuals with myocarditis-induced heart failure accompanied by a reduced ejection fraction (HFrEF). This
case study demonstrates a myocarditis patient who received supplementary SGLT2 inhibitor therapy, resulting in
improved outcomes. Case Illustration : a 44-year-old female who exhibited symptoms of chest pain, fatigue, and shortness of breath. Physical examination was within normal limit, ECG Showed LAD with LVH, CXR showed CTR 63% and NT-
Pro BNP had a level of 4001 pg/ml. Echocardiography revealed that the patient had a reduced ejection fraction of
32% and with global hypokinesia and dilation of LV, suggested as Myocarditis with reduced EF. Coronary
angiography was performed, which yielded no blockages, leading to the conclusion that coronary occlusion has
been ruled out. The patient was initially treated with standard heart failure therapy, However, due to the poor response
to initial therapy, an SGLT2 inhibitor was added to the treatment regimen. The patient showed significant
improvement in ejection fraction after the addition of the SGLT2 inhibitor. After 10 months of treatment, the
patient's symptoms improved significantly, and her ejection fraction increased to 55%. In addition, NT-proBNP
levels improved from 4001 pg/mL to 107 pg/mL within 10 months of therapy. The patient's condition also
progressed positively, moving from NYHA Functional Class III to NYHA Functional Class I. Conclusion : This case highlights the potential benefits of SGLT2 inhibitors in the management of myocarditis-
related HFrEF in a single patient. Further studies are needed to confirm these findings, but our experience suggests
that SGLT2 inhibitors may represent a valuable addition to standard heart failure therapy. Keywords: myocarditis, heart failure, sglt2inhibitors Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 BACKGROUND Cardiomyopathy in young people especially those associated with HIV infection has been reduced since the era
of Highly Active Antiretroviral Therapy (HAART). In the era of post-HAART, manifestations of HIV-associated
cardiomyopathy with impaired LV systolic function approximately about 1-3% in HIV-infected people. In this
case we presenting how to diagnose and proper management in such of patient. CASE ILLUSTRATION A 27-year-old male patient who works as a health worker, came to the emergency room with complaints of
shortness of breath with light activity in the last 2 weeks accompanied by orthopnea and leg edema. Other risk
factors besides smoking such as family history, hypertension, diabetes mellitus, and dyslipidemia was denied. He
was diagnosed with HIV on ART since 3 years ago. From echocardiography showed all chamber dilatation, global
hypokinetic and significant decrease of LV systolic function (LVEF 16%). The patient was then treated by
optimizing HF therapy in collaboration with internal medicine to continue HIV therapy in the patient. A YOUNG MALE PATIENT WITH CARDIOMYOPATHY ASSOCIATED WITH HUMAN
IMMUNODEFICIENCY VIRUS (HIV) INFECTION IN THE ERA OF HIGHLY ACTIVE
ANTIRETROVIRAL THERAPY A. Wicaksono1, H. Martini2, A.F. Rahimah2, A. Kurniawan1
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia;
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia Background Atrial septal defects (ASDs) are the most prevalent congenital heart defects in adults. Transcatheter device closure
has become the treatment of choice for secundum ASDs with suitable anatomy. Left ventricular disease in elderly
may increase the risk of pulmonary oedema following ASD closure. Fluid challenge test can be used as an invasive
hemodynamic test to unmask heart failure with preserved ejection fraction (HFpEF) and to assess the risk of acute
LV failure post-ASD closure in elderly patients. PCWP > 15 mmHg confirms the presence of HFpEF; increased
PCWP to a value of > 20 mmHg or > 10 mmHg from the baseline after fluid challenge test is expected as high
risk of acute pulmonary edema and ASD closure should be abandoned. The Compulsory of Fluid Challenge Test in Elderly Patients Prior to Transcatheter Closure of Atrial
Septal Defects The Compulsory of Fluid Challenge Test in Elderly Patients Prior to Transcatheter Closure of Atr
Septal Defects C.P. Iswandi 1, C.J. Cool 1 , H.S. Prameswari 1
1Department of Cardiology and Vascular Medicine, University of Padjadjaran, Dr. Hasan Sadikin General
Hospital, Bandung, Indonesia C.P. Iswandi 1, C.J. Cool 1 , H.S. Prameswari 1
1Department of Cardiology and Vascular Medicine, University of Padjadjaran, Dr. Hasan Sadikin General
Hospital, Bandung, Indonesia C.P. Iswandi 1, C.J. Cool 1 , H.S. Prameswari 1
1Department of Cardiology and Vascular Medicine, University of Padjadjaran, Dr. Hasan Sadikin General
Hospital, Bandung, Indonesia Case illustration A 77-year-old man with a long-standing uncorrected secundum ASD had chief complaints of dyspnea on effort
and leg edema for two years. This patient underwent echocardiography showing secundum ASD of 18 mm with
favorable anatomy for percutaneous closure and likely HFpEF (Intermediate HFA-PEFF Score). Because of
patient’s worsening of symptoms and ASD being hemodynamically significant, transcatheter ASD closure was
considered to improve symptoms. Prior to ASD closure, fluid challenge test using normal saline 0,9% 5mL/kg
BW showed non-significant increased PCWP (12 -> 14 mmHg), supporting the low risk of acute LV failure post
ASD closure and no diastolic dysfunction. The results emphasized that patient’s symptoms were solely due to
ASD without HFpEF. We decided to proceed for the ASD closure using an ASD Occluder device no.21 and the
patient was discharged the next day without signs of pulmonary edema. CONCLUSION In HIV patients who have fallen into heart failure, a proper diagnosed using relevant tools could be a reference
for clinician to make a right decision. Prompt treatment combination of optimal HF therapy and HIV therapy are
becoming the keys to the treatment. Keywords: Cardiomyopathy, Heart Failure, HIV, Antiretroviral
Echocardiographic picture of the patient with all chamber dilatation Keywords: Cardiomyopathy, Heart Failure, HIV, Antiretroviral Echocardiographic picture of the patient with all chamber dilatation Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
The Compulsory of Fluid Challenge Test in Elderly Patients Prior to Transcatheter Closure of Atrial
Septal Defects Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Improvement Left VeNtricular Ejection Fraction in Cardiomyopathy: Is It CRT or PCI? Y. Newary. D.L. Munawar1
Binawaluya Hospital1 Case Illustration A 65-year-old man presented with chronic heart failure with NYHA class III/IV and comorbid type 2 DM and
chronic kidney disease with electrocardiography showed second degree AV block and left bundle branch block. We performed echocardiography and the left ventricular ejection fraction (LVEF) was 18% at that time. Our
patient was implanted with a cardiac resynchronization device with pacemaker. Right ventricular and left
ventricular leads were also implanted. We also performed percutaneous intervention with implanted 3 stents at
RCA which was total occluded. The patient did not complaint any symptomps after procedure and the outcome
was good. After 4 moths of CRT with PCI optimization, our patient's clinical status had significantly improved
with LVEF was 37% and NYHA class II of heart failure. Conclusion This clinical case illustrates the value of fluid challenge test before percutaneous closure of ASD in elderly patients
to confirm HFpEF and assess the risk of acute LV failure post-ASD closure. Keywords: atrial septal defect, fluid challenge test, HFpEF, device closure This clinical case illustrates the value of fluid challenge test before percutaneous closure of ASD in elderly patients
to confirm HFpEF and assess the risk of acute LV failure post-ASD closure. Keywords: atrial septal defect, fluid challenge test, HFpEF, device closure Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Improvement Left VeNtricular Ejection Fraction in Cardiomyopathy: Is It CRT or PCI? Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Ischaemic Cardiomyopathy (ICM) represents an important cardiovascular condition associated with substantially
increased morbidity and mortality. it is well recognized that postinfarction patients with heart failure face a greater
mprtality risk than those with a nonischaemic pathogenesis of heart failure whereas heart failure itself is a high
risk factor for sudden death. therefore accodring to ESC 2021 Heart Failure patients with these indications are
recommended for CRT therapy to reduce the risk of sudden death. We do know performing CRT on patient with
heart failure as a primary prevention for sudden cardiac death and the research improving cardiac function still
lack of. In this case report, we will present the outcome of cardiomyopathy patient undergone PCI and CRT. Case Illustration Keywords: ischaemic cardiomyopathy, PCI, CRT Case illustration A 76-year-old woman presented to ER with history of typical chest pain and fever for two days. Physical
examination showed BP 89/61 mmHg, HR 71 bpm, without any abnormalities. Initial ECG revealed ST-elevation
in all leads except aVR (Figure 1). Laboratory tests were significant for CK (1690 U/L), CK-MB (109 U/L), TnT-
hs (2579 pg/mL), NT-proBNP (24807 ng/L) and elevated CRP (156 mg/L). Echocardiogram showed RWMA,
grade-1 diastolic dysfunction, mild mitral, pulmonary, and tricuspid insufficiency with reduced LVEF of
39%. DAPT and statin, and other symptomatically drugs were given. Catheterization was then performed and
revealed non-obstructed coronary arteries. Due to these result, suspicion to myopericarditis was considered and
colchicine was given additionally. Following 6-days follow-up revealed a complete resolution of the signs,
symptoms in conjunction with her ECG results. Background g
ECG is a simple and useful tools which help clinician in detecting heart diseases. Myopericarditis is one of the
heart disease that could give a variety clinical presentation and represent numerous ECG results which could
mimicking other diseases without certain specific pathognomonic. Therefore, clinical diagnosis is often
challenging and could lead to a misdiagnosis. Here we present a case with ST-segment elevation with absence of
coronary artery obstruction or coronary spasm mimicking ACS in myopericarditis. The Dramatic ECG Evolution in Suspected MI Type 2: A Case Report I. Sabrina1, A.A. Lukito1
Siloam Hospital Lippo Village1 Conclusion Diagnosing myopericarditis is quite challenging, as in this case, it was mimicking ACS with ST-elevation
MI type 2. Several differential diagnosis must be considered in the case like these to prevent a misdiagnosis. Therefore, taking into account its variety signs and symptoms, thorough history taking, physical examination,
and appropriate investigations such as careful analysis of ECG results are crucial to work-up the diagnosis and
management of myopericarditis. Keywords: ECG evolution, MI type 2, Myopericarditis
Initial ECG revealed ST-segment elevation in all leads except lead aVR (top). After 6 days follow-up, ECG
revealed complete resolution into normal (bottom) Conclusion Patients with dilated cardiomyopathy who undergone PCI after CRT implantation could have significant
improvement in cardiac function with improvement LVEF. Changes in LVEF were inversely associated with the
risk of mortality. The extent of LVEF improvement aster revascularization might be a potential factor which
defines clinical outcomes. Keywords: ischaemic cardiomyopathy, PCI, CRT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 63-year-old man was admitted to Emergency Room (ER) with main complaint of shortness of breath. This
conditions got worsen in two days especially when doing daily activities. He was diagnosed with Congestive
Heart Failure since some years ago. On physical examination, his heart beats was pounding irregularly and there
was murmur heard at mitral valve projections. From the ECG, there was atrial fibrillation with a wide QRS which
looked like a PVC, that appeared after long and short RR interval. This was known as Ashman phenomenon. Chest X-Ray’s patient showed cardiomegaly with congestive pulmonum and there was also protruding left atrial
appendage. This was supposedly caused by long standing atrial fibrillation. Then, the patient was treated with
digoxin to control the heart rate. Background g
Ashman phenomenon is defined as the appearance of abberant conduction, shown in ECG as wide QRS complex
after long RR interval and a short RR interval, respectively. It is commonly found during atrial fibrillation. It was
first found in 1947 by Dr. Gouaux and Dr. Ashman. Although this is not clinically important because there is no
influence in mortality or morbidity patients, Ashman phenomenon frequently is confused with PVC or rarely
ventricular tachycardia as this condition has different prognosis and treatment. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 ASHMAN PHENOMENON IN ATRIAL FIBRILLATION, IS IT USEFUL IN CLINICAL PRACTICE?
A CASE REPORT A. Siswanto1
RSD Balung Jember1 Keywords: ECG evolution, MI type 2, Myopericarditis Keywords: ECG evolution, MI type 2, Myopericarditis Initial ECG revealed ST-segment elevation in all leads except lead aVR (top). After 6 days follow-up, ECG
revealed complete resolution into normal (bottom) Background g
Right ventricular thrombus are a rare phenomenon, encountered almost exclusively in patients with suspected or
proven pulmonary embolism and diagnosed by transthoracic echocardiography. Currently the optimal
management of right ventricular (RV) thrombus not well established. We present a case of RV thrombus in
complicated by pulmonary embolism and Hepatocellular Carcinoma. Case Illustration A-58-year-old man admitted to Emergency Department because shortness of breath when doing strenuous activity
since 1 months and getting worse in last 1 week. Patients with history of hepatocellular carcinoma (HCC) and had
done Transarterial chemoembolization (TACE). From physical examination, there was a mild leg edema and
normal heart sounds, without murmur and gallop. The ECG revealed Sinus Rhythm, Right Axis Deviation and
Right Ventricullar hypertrophy. Cardiomegaly was noted by chest x-ray. Echocardiography revealed normal Left
Ventricle function with RV Thrombus, Dilated RA , RV, Smallish LV which lead to severe tricuspid regurgitation. He was diagnosed as suspect pulmonary embolism and RV Thrombus. MSCT Angiography revealed hypodense
lesion in the left pulmonary artery (length ± 4.08 cm, thickness ± 0.47 cm) suspected thrombus. The patient was
commenced on antithrombotic with enoxaparin injection, aspilet and clopidogrel. There was improvement and
then patient discharge with rivaroxaban as antithrombotic. p
g
Three months later patient checks routinely into the outpatient department with relieved shortness of breath. Echocardiography was performed then revealed improving Left Ventricle function but RV Thrombus was bigger. Conclusion Conclusion
As atrial fibrillation prevalence is high, there may be Ashman phenomenon appears often in daily clinical
practice. Even though it doesn’t show any important message, but clinicians understanding to this phenomenon
may help them to distinguish it from premature ventricular complexes. This is mainly because PVC or rarely
ventricular tachycardia has more serious complications and needs to be treated agressively. Keywords: atrial fibrillation, ashman phenomenon, aberrant conduction
Figure 1. ECG showed long interval RR (L) and short interval RR (S) followed by abberant QRS complex (A) As atrial fibrillation prevalence is high, there may be Ashman phenomenon appears often in daily clinical
practice. Even though it doesn’t show any important message, but clinicians understanding to this phenomenon
may help them to distinguish it from premature ventricular complexes. This is mainly because PVC or rarely
ventricular tachycardia has more serious complications and needs to be treated agressively. Keywords: atrial fibrillation, ashman phenomenon, aberrant conduction Figure 1. ECG showed long interval RR (L) and short interval RR (S) followed by abberant QRS complex (A) re 1. ECG showed long interval RR (L) and short interval RR (S) followed by abberant QRS complex (A) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Right ventricular thrombus constitutes a rare yet potentially fatal situation, whose optimal management remains
controversial. The described case illustrates the crucial role of transthoracic echocardiography as the election
diagnostic tool in this setting, as it allows for the thrombus detection and characterization, with the
inherent therapeutic strategy implications. Keywords: Right ventricular thrombus, pulmonary embolism
Right ventricular thrombus Case Illustration : 59 years old female came to Emergency Room with chief complaint typical chest pain that occurred 12 hours
before admission. She was once undergoing PCI through right radial artery 2 months before. She had hypertension
and type 2 diabetes mellitus. Patient’s heart rate was 75 bpm, blood pressure 130/70 mmHg. There was pulsatile,
palpable mass with thrill at the post site of catheterization with bruit.The electrocardiography result was old
pathologic q wave at lead III and aVF. Transthoracic echocardiography showed EF 46%, TAPSE 1.9 cm,
concentric LVH, and regional wall motion abnormalities. Vascular doppler ultrasound showed a radial-cephalic
arteriovenous fistula on the right superior limb. Invasive strategy was performed through the right transradial
access with conventional technique combined with balloon-assisted tracking (BAT) technique to navigate through
AV fistula. WAYFINDING OF AN IATROGENIC AV FISTULA FOR PCI IN A PATIENT WITH ACUTE
CORONARY SYNDROME O. Sofyan1, A. Hafid1
RSUP dr Wahidin Sudirohusodo1 Background: The current international Coronary Angiography guideline reccomendates transradial access
(TRA) for diagnostic and intervention percutaneous coronary because of the decreasing major side effect
compared to transfemoral access (TFA). However, it needs to aware that coronary angiography has occurring
complications, including Arteriovenous Fistula (AV fistula). Radial Iatrogenic AV Fistula have been reported
varies from 0% to 2% and a big study reported that the incidence was 0,04%. Coronary Angiogprahy and
percutaneous coronary intervention (PCI) is increasingly performed in patients with Acute Coronary Syndrome
and AV fistula, including end-stage renal disease (ESRD), however studies on vascular access are limited. Both
iatrogenic and hemodialysis AV fistulae usually prevents ipsilateral transradial access (TRA) for coronary
angiography. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: Right ventricular thrombus, pulmonary embolism Keywords: Right ventricular thrombus, pulmonary embolism Keywords: Right ventricular thrombus, pulmonary embolism Right ventricular thrombus Right ventricular thrombus Conclusions : In conclusion, we described patient with a case of coronary angiography and percutaneous coronary intervention
via left TRA with navigation through an iatrogenic AV fistula. This case report emphasize the technique that
could be used to navigate invasive strategy through AV fistula, although radial access for coronary angiography
may be limited in such patient. Keywords: Iatrogenic Arteriovenous Fistula, Transradial Access, Percutaneous Coronary Intervention, Acute
Coronary Syndrome Coronary Syndrome Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: STEMI, diabetes mellitus, rural area, heart failure ST-Segment Depression Morphology Differences: Pearl and Pitfall for Untrained Eye N. Sukmadi1, M.G. Suwandi2, C. Saputra3, W. Wiriadisurya4
FKIK Atma Jaya / RSK Marianum Halilulik1
RSPAU dr. S. Hardjolukito2
RSUD Mgr. Gabriel Manek3
RSK Marianum / RSUD Mgr. Gabriel Manek4 N. Sukmadi1, M.G. Suwandi2, C. Saputra3, W. Wiriadisurya4
FKIK Atma Jaya / RSK Marianum Halilulik1
RSPAU dr. S. Hardjolukito2
RSUD Mgr. Gabriel Manek3
RSK Marianum / RSUD Mgr. Gabriel Manek4 Background: Electrocardiogram (ECG) is a powerful clinical tool to choose a proper treatment. ST-Segment
depression is one of common feature of an ECG. Patient with ST-Segment depression has broad clinical
spectrum, from ischemia and/or infarction to LVH, LBBB, or even electrolyte disturbance. In this report, we
present a case series about 2 patients with different disease but with similar ECG features for untrained eye. Case illustration: Our first case, 61 years old male came to emergency room (ER) with sudden typical chest
pain, and shortness of breath. Patient heart rate was 126 bpm, blood pressure 192/100 mmHg, with respiratory
rate of 40/minute, and oxygen saturation of 75%. The ECG results showed an oblique ST elevation in aVR with
global horizontal and down-slopping ST depression (I, II, III, aVF, V2-V6). NSTE-ACS very high risk was
diagnosed. Our second case, 31 years old women came to ER with general weakness, epigastric pain, and
vomiting. Patient heart rate was 84 bpm, blood pressure was 150/102 mmHg, with respiratory rate of 20/minute,
and oxygen saturation of 99%. The ECG results showed a QT prolongation with plateau ST elevation in aVR
with global horizontal and up slopping ST depression (I, II, aVF, V2-V6). Severe hypokalemia was suspected,
and confirmed with potassium concentration of 1.3 mmol/L. Conclusions: ST-Segment depression could be tricky for untrained eye. Clinicians should know to assess the
morphology of ST-Segment depression, which could have deleterious effect when wrong interpreted. Down
slopping and horizontal ST-Segment depression suggestive an ischemia event, but up slopping suggest a non-
ischemia event. Keywords: ST-Segment Depression, Morphology Keywords: ST-Segment Depression, Morphology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Challenges in Managing ST-Elevation Myocardial Infarction (STEMI) Anteroseptal with Diabetes
Mellitus in a Rural Area Hospital: A Case Report Background: Periprocedural myocardial infarction (MI) is frequent complication of percutaneous coronary intervention (PCI)
associated with an increased rate of cardiovascular events. However, the detection of periprocedural MI in
calcified coronary lesion is still not clear. HOW TO IDENTIFY PERIPROCEDURAL MYOCARDIAL INFARCTION IN CALCIFIED
CORONARY LESION: A CASE REPORT T. Aryanugraha1, M.S. Rohman1
1Departement of Cardiology and Vascular Medicine, Faculty of Medicine, Brawijaya University ‐ dr.Saiful
Anwar General Hospital, Malang East Java, Indonesia T. Aryanugraha1, M.S. Rohman1
1Departement of Cardiology and Vascular Medicine, Faculty of Medicine, Brawijaya University ‐ dr.Saif
Anwar General Hospital, Malang East Java, Indonesia Case Illustration: A 73 year-old female came to our hospital because of stable chest pain while doing moderate activity. Four month
prior to admission, she had diagnostic coronary angiography procedure with calcified long stenosis 80-90% in
proximal-mid left anterior descending (LAD) artery was reported. Clopidogrel and aspirin were routinely
consumed as dual antiplatelet therapy. PCI procedure was conducted with predilatation Scorflex NC balloon 2.5
x 15 mm at proximal-distal LAD then implantation of 2 DES, Cre8 3.5 x 46 mm at osteal-distal LAD and Combo
Plus 3.5 x 15 mm at distal LAD (overlapped). She felt chest pain after procedure that relieved by isosorbide
dinitrat. Fifteen hours after the PCI procedure, the patient felt weakness, bradycardia with total atrioventricular
block seen in the ECG monitor and increased of troponin I level (0.7 g/L 12.1 g/L) and the patient was
diagnosed with myocardial infarction associated with PCI. We treated the patient with dual antiplatelet therapy
and unfractionated heparin (UFH) bolus continued with continuous infusion until 2x24 hours. Coronary
angiography evaluation showed stent under-expansion with septal branch occlusion because of shifting
plaque. Temporary pace maker (TPM) was inserted for 7 days. Due to the patient still pacemaker dependent,
permanent pace maker (PPM) was implanted. She also had complication of pneumonia during hospital care. No
event of subsequent acute coronary syndrome was observed. Challenges in Managing ST-Elevation Myocardial Infarction (STEMI) Anteroseptal with Diabetes
Mellitus in a Rural Area Hospital: A Case Report Challenges in Managing ST-Elevation Myocardial Infarction (STEMI) Anteroseptal with Diabetes
Mellitus in a Rural Area Hospital: A Case Report C. Dharwindo1
Rumah Sakit Penyangga Perbatasan1 Background: ST-Elevation Myocardial Infarction (STEMI) is a medical emergency that requires prompt
diagnosis and treatment to prevent significant morbidity and mortality. Diabetes Mellitus (DM) is a known risk
factor for cardiovascular disease and increases the risk of developing a STEMI. In rural areas, the management of
STEMI can be challenging due to limited resources, inadequate healthcare infrastructure, and delayed patient
presentation. This case report describes the challenges encountered in the management of a patient with STEMI
Anteroseptal and DM, who presented to a rural area hospital. Case Illustration: An 84-year-old male with a past medical history of diabetes mellitus presented to the
emergency department with complaints of atypical chest pain that had been ongoing for 2 days. The patient
reported that the pain was initially mild but had progressively worsened over the last few days. The patient denied
any shortness of breath, dizziness, or syncope. Upon arrival, the patient's vital signs were stable, with a blood
pressure of 125/85 mmHg, heart rate of 85 beats per minute, and oxygen saturation of 98% on room air. Physical
examination revealed no significant findings, except for mild tenderness to palpation in the chest area. An
electrocardiogram (ECG) was performed, which showed evidence of ST-segment elevation in the anterior and
septal leads consistent with an acute ST-segment elevation myocardial infarction (STEMI). The patient was not a
candidate for thrombolysis due to his advanced age and increased risk of bleeding. Therefore, he was managed
conservatively because the family refuse transferred to a tertiary care center for further management. Conclusion: Diabetic patients with STEMI may not experience typical chest pain. Instead, they may present with
no symptoms at all. This can make it more challenging for healthcare providers to identify and treat the condition. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: The periprocedural myocardial infarction in the calcified coronary lesion could be identified from the patient's
clinical symptom, physical examination and further investigations such as electrocardiogram changes, increase in
cardiac enzymes, echocardiography changes, and coronary angiography findings. This patient requires thorough
observation and monitoring. Keywords: Periprocedural Myocardial Infarction, Percutaneous Coronary Intervention, Calcified Lesion,
Complete Atrioventricular Block, Side Branch Occlusion Keywords: Periprocedural Myocardial Infarction, Percutaneous Coronary Intervention, Calcified Lesion,
Complete Atrioventricular Block, Side Branch Occlusion Keywords: Periprocedural Myocardial Infarction, Percutaneous Coronary Intervention, Calcified Lesion
Complete Atrioventricular Block, Side Branch Occlusion Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration Male, 47 years old, complained of back pain since 3 days ago and worsened 1 day ago. Back pain feels like
being stabbed and slashed. He had a history of uncontrolled hypertension since 2 years ago and smoked 1
packed/day. Physical examination revealed irregular heart sound and without murmur. Transthoracic
echocardiography revealed aortic root dilatation and seen intimal flap on the ascending aorta. CT-scan
thoracoabdominal with contrast revealed fusiform aneurysm from ascending aorta until common iliac arteries
accompanied by intraluminal thrombus and seen leakage contrast as high as thoracal 10, suspect intimal tear in
distal descending thoracic aorta. Patient was treated in the cardiac intensive care unit and after heart team
meeting, patient was planned for total aortic arch replacement with frozen elephant trunk (FET) procedure. G. S. Ambara1, B.A.P. Dwi Sutanegara1, A.P. Suwirya1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I.
G. N. G. Ngoerah, Denpasar, Indonesia G. S. Ambara1, B.A.P. Dwi Sutanegara1, A.P. Suwirya1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia Background Retrograde type A aortic dissection (RTAAD) is defined as a dissection with the primary entry tear occurs distal
to the left subclavian artery (LSA) and the dissection propagates retrogradely into the ascending aorta. Discussion RTAAD can be spontaneous or iatrogenic, especially when the proximal aorta is already dilated over 40 mm. Management of spontaneous RTAAD is currently not standardized with reports of successful treatment with
optimized medical therapy, open surgery and/or endovascular repair. Conservative medical therapy has been
successful for cases with completely thrombosed false lumen in the ascending aorta, providing the aorta that it is
not dilated beyond 55 mm. On the other hand, presentation with a patent false lumen in the ascending aorta,
pericardial effusion, aortic regurgitation or malperfusion mandates expedited surgical treatment (i.e. total aortic
arch replacement with FET procedure). RETROGRADE TYPE A AORTIC DISSECTION WITH AN ENTRY TEAR IN DISTAL
DESCENDING THORACIC AORTA: A RARE CASE REPORT G. S. Ambara1, B.A.P. Dwi Sutanegara1, A.P. Suwirya1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia Transesophageal Echocardiography Evaluation of Patent Ductus Arteriosus Percutaneous Device
Closure: a new window to the heart A.F. Ghaznawie1, A.T.S. Adam1, Y. Patimang1, A.A.U. Armyn1, M.I. Nurkholis1
Hasanuddin University1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Transesophageal Echocardiography Evaluation of Patent Ductus Arteriosus Percutaneous Device
Closure: a new window to the heart Conclusion RTAAD has anatomical differences compared to antegrade TAAD that impact the management and prognosis. Management is yet not standardized. Aggressive treatment for RTAAD with the exclusion of the primary entry
tear to prevent immediate-complications and mid-term complications. Keywords: RTAAD, optimized medical therapy, aortic arch replacement with FET procedure Keywords: RTAAD, optimized medical therapy, aortic arch replacement with FET procedure Keywords: RTAAD, optimized medical therapy, aortic arch replacement with FET procedure Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:su
pISSN: 2830-3105 / eISSN: 2964
doi: 10.30701/ijc.1537
Transesophageal Echocardiography Evaluation of Patent Ductus Arteriosus Percutaneous Device
Closure: a new window to the heart Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A.F. Ghaznawie1, A.T.S. Adam1, Y. Patimang1, A.A.U. Armyn1, M.I. Nurkholis1
Hasanuddin University1 Background: Transesophageal echocardiography (TEE) is a modality that can be used to monitor ductal flow
before and after patent ductus arteriosus (PDA) closure, enabling a pediatric cardiologist to discover any residual
shunts and providing ultimate confirmation of PDA closure. In this case report we present a 18-year-old girl with
patent ductus arteriosus scheduled for device closure. Transesophageal echocardiography was performed to assess
morphologic characterization of the ductus and surrounding structures, assess of the shunt magnitude, to estimate
pulmonary artery pressures as well as to evaluate the device patency post-procedure. Case illustration: A 18-year-old girl (38 kg) diagnosed with PDA was scheduled for device closure. Pre-
procedural transthoracic echocardiography (TTE) showed a PDA sized 8-9 mm with a left-to-right. The systolic
pressure gradient was 87.96 mmHg and the diastolic gradient was 21.41 mmHg. Along with PDA, severe mitral
regurgitation due to prolapse AML (Carpentier type II) and moderate pulmonary regurgitation was assessed. A
single-plane TEE probe was inserted in the patient’s esophagus after tracheal intubation and general anesthesia. Pre-closure 2D TEE color doppler flow imaging showed a PDA sized 7.8 - 8 mm with a left-to-right shunt through
the PDA (systolic gradient: 60.55 mmHg, diastolic gradient: 14.27 mmHg). A further evaluation using 4D TEE
imaging, a dynamic change in the PDA throughout the cardiac cycle can be observed. Transcatheter closure was
then performed and a PDA sized 7.78 mm was viewed. An occluder (size 14-16) was then inserted. Post-closure
TEE monitoring revealed a well-seated PDA occluder with no residual shunt on color doppler imaging. The TEE
probe was then withdrawn and no complications were encountered during the procedure. Conclusion: We reported a 18-year-old girl with PDA who underwent device closure procedure. Transesophageal
echocardiography was performed to evaluate the shunt pre and post procedure. Studies report that TEE
consistently outperformed TTE for PDA visualization, and when compared to the former, the latter revealed
greater values for ductal dimensions. 2D and 4D TEE is a useful and efficient and precise tool for device size
selection, having only small differences in measurements compared to catheterization. TEE also holds a great role
in post-procedural evaluation of the device placed. Keywords: transesophageal echocardiography, patent ductus arteriosus, percutaneous device closure Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Anomalous Coronary Artery From Opposite Sinus (ACAOS) LCx Originated from RCA with Coronary
Artery Minor Disease. Does It Really Benign ? Indonesian Journal of
Cardiology Sinus of Valsalva Aneurysm with Great Dilatation and Coarctation of Aorta in A Middle-Aged Adult
Male : A Rare Case Report Anomalous Coronary Artery From Opposite Sinus (ACAOS) LCx Originated from RCA with Coronary
Artery Minor Disease. Does It Really Benign ? Anomalous Coronary Artery From Opposite Sinus (ACAOS) LCx Originated from RCA with Coronary
Artery Minor Disease. Does It Really Benign ? O.W. Firmansyah1, B.S. Pikir1
Universitas Airlangga1 Background: Anomalous coronary artery from opposite sinus (ACAOS) is the rare condition that can affect 1%
population in general. Classification varies from benign to malign related to risk of sudden cardiac death (SCD)
event. In the absence of the anatomical risk, Such cardiac event related to myocardial infarction can make difficult
situation for interventionist to perform. Case Illustration: the 60 years old female come with chief complaint of chest pain that worsen at the moderate
to high physical activity. CT cardiac was performed and revealed that the patient has Anomalous Coronary Artery
Originated from Opposite Sinus (ACAOS), in which Left Circumflex Artery originated from Right Coronary
Artery. The patient is also had Coronary Artery Disease (CAD) minor disease (CAD RADS-3). Although the
anomalous condition is categorized as benign, The patient is still planned for secondary prevention such as
lifestyle modification and adequate medication to stop the progression of CAD minor disease and improve the
condition. Conclusion: ACAOS LCx originated from RCA is rare but benign condition with low risk of SCD. There is no
need of intervention of this patient regarding on the anomaly, but the patient definitely need the intervention in
secondary prevention to prevent further progression of CAD and avoid unwanted event in future. Keywords: Coronary Anomaly, CT Cardiac, CAD Minor Disease, Secondary prevention. ronary Anomaly, CT Cardiac, CAD Minor Disease, Secondary prevention. onary Anomaly, CT Cardiac, CAD Minor Disease, Secondary prevention. Keywords: Coronary Anomaly, CT Cardiac, CAD Minor Disease, Secondary prevention. Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Sinus of Valsalva Aneurysm with Great Dilatation and Coarctation of Aorta in A Middle-Aged Adult
Male : A Rare Case Report Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Heparin Treatment in Patients Deep Vein Thrombosis with End-Stage Renal Disease: A Case Report A.A. Budiarto1, Ahadi2
Medical Intern, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.1
Cardiologist, Dr. R. Sosodoro Djatikoesoemo General Hospital, Bojonegoro, Indonesia.2 Background g
Patient end-stage renal disease (ESRD) is associated with a 2.3-fold increased risk of deep vein thrombosis (DVT)
compared with the general population. DVT is a potentially life-threatening condition that comes under the
category of venous thromboembolism (VTE). ESRD with VTE was associated with increases in the risk of death,
VTE recurrence, and major bleeding. This case describes and highlights the importance of the treatment of DVT
in patients with ESRD. Case illustration A 50-year-old female patient, with a medical history of hypertension for the past 10 years without routine
treatment and chronic kidney disease stage V for the past 7 months, was on maintenance hemodialysis two times
a week. She had a problem with an arteriovenous shunt so the hemodialysis was performed via dialysis catheters
in the femoral site. However, she had a complaint of swelling in her right leg after the removal of dialysis catheters. The swelling felt to getting more significant in a month and she was taken to our hospital. On physical examination
show swollen tender right leg. The US investigation demonstrated non-compressible femoral veins. A diagnosis
of acute deep vein thrombosis lower right extremities were made. Unfractionated heparin (UFH) is preferred in
the clinical setting to LMWH or Fondaparinux and is given intravenously in the hospital with laboratory
monitoring. UFH in a therapeutic dose was initiated with bolus 5,000 U followed by maintenance 24,000 U/24
hours. The right femoral vein thrombosis resolved after 2 weeks with twice dose adjustments. A haematological
workup did not reveal the presence of any hypercoagulable disorder. During the administration of heparin therapy
did not find any complications. Sinus of Valsalva Aneurysm with Great Dilatation and Coarctation of Aorta in A Middle-Aged Adult
Male : A Rare Case Report R. Antonius1, J.K.P. Phie1, A.F. Ghaznawie1
Department of Cardiology Hasanuddin University1 Background : Sinus of Valsalva Aneurysm (SOVA) is an enlargement of the aortic root area between the aortic
valve annulus and the sinotubular ridge. SOVA is a rare heart condition is well known for its potentially fatal
complications when rupture occurred. The prevalence of congenital SOVA is estimated to be 0.09% of the general
population. Case Illustration : We report a 47 years old male, admitted to the hospital with shortness of breath during
exercise, at night and on lying down. History of hypertension for 10 years. Physical examination showed irregular
pulse, distended jugular vein, pulsus Corrigan and diastolic murmur at upper right sternal border. Electrocardiogram presented an atrial fibrillation. Laboratory findings within normal limit. Screening for syphilis
showed negative results. Echocardiography showed great dilatation of aortic annulus and aortic root mainly sinus
of Valsalva RCC portion (7,1 cm), dilatation of brachiocephalic trunk and pulmonary arteries, suggestive
coarctation of aorta, severe aortic regurgitation due to uncoaptation of cusps. The echocardiography findings was
confirmed by Cardiac CT scan and Aortography. The patient was diagnosed with sinus of valsalva aneurysm,
coarctation of aortae and aortopulmonary shunt, severe aortic regurgitation, congestive heart failure and atrial
fibrillation. The patient was treated with diuretic, mineralocorticoid antagonist, vitamin-K antagonist, ACE-
inhibitor, followed by beta-blocker. Bentall procedure surgery was further suggested for the defect structure
correction. Conclusion : SOVA with intracardiac abnormalities is recommended in guidelines for further surgical
intervention to repair the aortic root aneurysm. According to the 2010 American Guidelines on Thoracic Aortic
Disease, surgical repair should be considered in those with aneurysms >5.5cm. Correcting the aortic valve and
aortic root, alongside coarctation of aortae repair could be done with Bentall procedure by cardiothoracic surgeon. eywords: Sinus of Valsalva Aneurysm, Coarctation of Aorta, Severe Aortic Regurgitation
Figure 1. TransThoracal Echocardiography and MSCT Cardiac Aortography Keywords: Sinus of Valsalva Aneurysm, Coarctation of Aorta, Severe Aortic Regurgitation Figure 1. TransThoracal Echocardiography and MSCT Cardiac Aortography Heparin Treatment in Patients Deep Vein Thrombosis with End-Stage Renal Disease: A Case Report Heparin Treatment in Patients Deep Vein Thrombosis with End-Stage Renal Disease: A Case Report Background g
Atrial Fibrillation (AF) is defined as tachyarrhythmia originated from supraventricular, firing wildly
electrical activation thus making atrium contracts inadequately. It has three distincts characteristics from
Electrocardiogram (ECG), such as irregularly irregular R-R intervals, no p wave, and irregular atrial activations. It can be caused by endocrine disorders, one of them is Diabetes Mellitus (DM). Studies have shown that this life
threatening arrhythmia may be related to hypoglycemia condition which can be induced by DM treatments. UNSTABLE ATRIAL FIBRILLATION WITH RAPID VENTRICULAR RESPONSE (RVR) IN
HYPOGLYCEMIA PATIENT, A POSSIBLE AND RARE CAUSE : A CASE REPORT A. Siswanto1
RSD Balung Jember1 Case Illustration A 50-year-old woman was referred to our Emergency Room (ER) for feeling dyspneic and palpitations. Her family told that she had cardiac problem before, but did not know about her medications, including the
possibility of having history of DM. Her vital signs showed tachycardia (197 beats/min) and oxygen saturation
88% despite using Non-Rebreather Mask 15 lpm. On physical examination, her jugular vein pressure was
increased and her ictus cordis shifted laterally. This was confirmed by her Chest X-Ray that showed cardiomegaly. The cardiac monitor showed AFib then the patient was treated with synchronized cardioversion 125 J. The rhythm
was converted to sinus rhythm with rate 159 beats/min. From the laboratory studies, serum glucose was 14mg/dL
then d40% was given intravenously. After that, the monitor showed SVT with rate 300 beats/min so the patient
was treated with synchronized cardioversion 50 J again. The rhythm was converted to sinus with PACs with rate
160 beats/min. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion The results of our case suggest that the treatment of DVT of the limbs with heparin in patients with ESRD is an
effective and safe therapy. py
Keywords: heparin, deep vein thrombosis, chronic kidney disease Keywords: heparin, deep vein thrombosis, chronic kidney disease Fig 1. The US investigation demonstrated non-compressible femoral veins Fig 1. The US investigation demonstrated non-compressible femoral veins BRASH Syndrome as an under-recognized life-threatening complication: A Case Report A.O. Aslani1, G. Octania2, A.U. Dewi1, R.H. Wibowo1, T.A. Sabrawi1
RSUD Kabupaten Sumedang1
Universitas Padjadjaran2 Background g
Bradycardia, renal failure, atrioventricular (AV) node blockade, shock, and hyperkalemia (BRASH) syndrome
occurs in patients consuming AV-blocking medication. Clinicians often missed diagnosing BRASH syndrome
due to the under-recognition of this syndrome. Here we report a case of a patient with chronic heart failure (CHF)
and atrial fibrillation (AF) who takes medications regularly that presented life-threatening conditions. Case Illustration A 72-year-old female patient presented with a chief complaint of gradually worsening dyspnea. The previous
history of heart disease was confirmed. The patient was taking bisoprolol 2.5 mg once daily, sacubitril-valsartan
(Uperio™) 100 mg twice daily, furosemide 40 mg PRN, spironolactone 50 mg once daily, and warfarin 3 mg
every night. Physical examination revealed bradycardia, cold and cyanosis of the distal extremities with CRT
(capillary refill time) longer than 2 seconds. Laboratory findings showed uremia and severe hyperkalemia. Findings from electrocardiogram (ECG) include junctional bradycardia with tall T wave. She was treated with
lansoprazole, atropine sulfate, dopamine, and calcium gluconate infusion. All regular medications were stopped,
except for warfarin, and the patient underwent emergency hemodialysis. After 6 days of hospitalization, the patient
responded well and was discharged home. Conclusion Atrial Fibrillation is one of dangerous cardiac arrhythmia for it can form thrombus and causing stroke. Diabetic and hypoglycemia condition is now emerging as major risk factor for developing AFib. Therefore,
patients with DM needs appropriate control of serum glucose and cardiac monitoring every once in a while. Keywords: atrial fibrillation, diabetes mellitus, hypoglycemia
Figure 1. Monitor showed AF first (A), then SVT (B) after glucose administration intravenously Keywords: atrial fibrillation, diabetes mellitus, hypoglycemia Figure 1. Monitor showed AF first (A), then SVT (B) after glucose administration intravenously Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Infective endocarditis (IE) is an uncommon but potentially fatal infectious disease. One of the common
complications of IE is the embolization of endocardial vegetations with subsequent intracerebral artery
obstruction that causes an acute ischaemic stroke. Here we present a case report of a patient presented with a
neurological manifestation that turned out to be the complication of IE. p
Conclusion BRASH syndrome should always be considered in patients presenting with shock accompanied by bradycardia,
uremia, hyperkalemia, and routine consumption of AV-nodal-blocking medications. We highlight the importance
of recognizing BRASH syndrome, especially in emergency settings, to be able to administer rapid and appropriate
management to the patients. Therefore, we can improve the patients’ prognosis. g
p
,
p
p
p
Keywords: BRASH, bradycardia, renal failure, hyperkalemia, shock Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Ischaemic Stroke and Subarachnoid Haemorrhage as the Complication of Infective Endocarditis in
Young Male: A Case Report Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Ischaemic Stroke and Subarachnoid Haemorrhage as the Complication of Infective Endocarditis in
Young Male: A Case Report A.O. Aslani1, Z. Haryawan2, A.U. Dewi1, R.H. Wibowo1, T.A. Sabrawi1
RSUD Kabupaten Sumedang1
RSUD Ciamis2 Case Illustration We present a patient with a chief complaint of left hemiplegia. Bloodwork showed signs of infection. Head CT
scan showed extensive infarction on the right lobe and subarachnoid hemorrhage. Echocardiography showed
vegetation on the aortic valve suggesting the diagnosis of IE as the source of the embolization. The patient was
then treated with supportive stroke therapy, high-dose ampicillin and gentamicin, and physical rehabilitation. Conclusion IE can be considered as one of the causes of acute ischaemic or haemorrhagic stroke. Ruling out other common
causes of stroke and noticing signs of infection and vascular phenomenon should help defining the diagnosis. Echocardiography could help identifying valvular vegetation. Treatment consists of high-dose penicillins and
supportive therapy for stroke. Keywords: Infective endocarditis, stroke, young age Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Ventricular Septal Defect Complicated with Acute Pulmonary Embolism: How it can be Happened? Andrianto1, T. Santoso1, E. Rosmillah1, R.A. Nugraha1, B.P. Dharma1
General Hospital dr. Soetomo1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Sudden Total Atrioventricular Block, Is Pacemaker The Only Treatment? : A Case Report P.E.D. Putri1, A.P. Suwirya2
Faculty of Medicine, Universitas Hang Tuah, East Java, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Udayana, Prof. I.G.N.G. Ngoerah General Hospital, Bali, Indonesia2 P.E.D. Putri1, A.P. Suwirya2
Faculty of Medicine, Universitas Hang Tuah, East Java, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Uday
Ngoerah General Hospital, Bali, Indonesia2 Ventricular Septal Defect Complicated with Acute Pulmonary Embolism: How it can be Happened?
Andrianto1, T. Santoso1, E. Rosmillah1, R.A. Nugraha1, B.P. Dharma1
General Hospital dr. Soetomo1 Ventricular Septal Defect Complicated with Acute Pulmonary Embolism: How it can be Happened? Andrianto1, T. Santoso1, E. Rosmillah1, R.A. Nugraha1, B.P. Dharma1
General Hospital dr. Soetomo1 Background: Acute pulmonary embolism is one of cardiovascular emergency that occurs due to pulmonary artery
occlusion. However, pulmonary embolism in this case is caused by right ventricle (RV) failure with congenital
heart disease, which is VSD. The RV failure results in blood stagnation because of RV wall contraction
impairment that accordance with Virchow’s triad as venous stasis, then induce thrombus formation. This case is
rare because only 4% of all pulmonary embolism accompanied by RV thrombus, in addition it is also accompanied
by VSD. This case begins with VSD and become RV failure. The stagnation of blood, accompanied by RV failure
promotes RV thrombus. this thrombus can break off and result in an acute pulmonary embolism. Virchow's triad
in which one of the predisposing factors is static flow. Case Illustration: A 79-year-old woman came to ED of main referral hospital presence worsening dyspnea. The
physical examination showed hemodynamically unstable increasing JVP, continuous murmur in intercostal 2 right
parasternal. The ECG displayed T inversion and Q wave in lead III, S in lead I. The CXR displayed dilated central
PA. TTE displayed dilatated RA and RV, thrombus (1,4 x2,2 cm) in apex RV, Mc Conell sign, and decreasing
RV systolic function, and IVS defect (0.9 cm diameter), and mPAP 47,5 mmHg. The patient was diagnosed
obstructive shock e.c. acute pulmonary embolism (WELLS score 6 (moderate risk) RIETE score 2 (moderate),
PESI 229 (very high risk)) with RV failure and VSD perimembran. the patient was sent to intensive care unit,
follow by anticoagulation and thrombolityc. during the stabilization, the patient was gone. Conclusion: The case about VSD manifest pulmonary embolism through RV failure is rare. The mechanism is
VSD leads to RV failure, which occures blood stagnation, then promotes RV thrombus formation, and manifest
acute pulmonary embolism. eywords: Congenital Heart diseases; Pulmonary Embolism; Ventricular Septal Defect; Acute Cardiac Car Pathofisiology Pathofisiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background Total Atrioventricular Block (TAVB) is a rare disorder of the cardiac conduction system. Some electrolyte
imbalances are thought to affect the heart conduction system, but TAVB is one of the uncommon presentations. This presentation aims to brief the management of conduction abnormalities caused by electrolyte imbalance. Case illustration A previously healthy 28-year-old male complained of epigastrial pain, a burning sensation, nausea, and vomiting
one day before admission. The patient was alert with blood pressure (BP) of 120/70mmHg; heart rate (HR) of 75
bpm; respiratory rate (RR) of 22 x/min; and normal oxygen saturation. Laboratory studies revealed elevated White
Blood Cells 19.33 x 10 3/ uL with predominantly neutrophil 84,5 %. Four hours after admission, his complaints
of palpitation, nausea, and vomiting worsened. He had vomited more than ten times. His BP was 120/70 mmHg
and his electrocardiography showed a Total Atrioventricular Block with a ventricular rate of 28 bpm. He received
sulfa-atropin 0,5mg and dopamine 325 mcg drip. Further laboratory studies revealed a high C-Reactive protein
(CRP) of 116.30 mg/dl, Erytrosite sedimentation rate (ESR) of 60 mm/hours, and electrolyte imbalance, with
potassium serum 5.18 mmol/L and calcium serum 8.1 mg/dL. His troponin I and CKMB was normal. Echocardiography demonstrated a Left Ventricle Concentric remodeling without other anatomical and functional
abnormalities. Based on those data, the patient was diagnosed with TAVB caused by electrolyte imbalance, then
received calcium gluconate 1 gram/10mL three times a day and potassium polystyrene sulfonate 5 grams three
times a day. After a week of hospitalization, he got fully recovered. Conclusion The treatment of emergency TAVB consists of medication and pacemaker implantation. Finding the etiology of
TAVB is mandatory, which can be seen from the patient's clinical condition, laboratory findings, and
comorbidities. Keywords: hyperkalemia, Hypocalcemia, High degree atrioventricular block, Electrolyte Imbalance Figure 1. ECG shows Total Atrioventricular Block Figure 1. ECG shows Total Atrioventricular Block Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
CASE SERIES OF SURVEILLANCE AFTER FONTAN PROCEDURE: THE ROLE OF MRI IN
EVALUATING SINGLE VENTRICLE PHYSIOLOGY Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
CASE SERIES OF SURVEILLANCE AFTER FONTAN PROCEDURE: THE ROLE OF MRI IN
EVALUATING SINGLE VENTRICLE PHYSIOLOGY Constrictive Pericarditis: A Forgotten Cause of Right Heart Failure P.D.P. Lestari1, M.A.W. Sari1, M.W. Asih2
1Department of Cardiology and Vascular Medicine, Prof. dr. I.G.N.G. Ngoerah Hospital Bali, Faculty of
Medicine Udayana University1 P.D.P. Lestari1, M.A.W. Sari1, M.W. Asih2
1Department of Cardiology and Vascular Medicine, Prof. dr. I.G.N.G. Ngoerah Hospital Bali, Faculty of
Medicine Udayana University1
2 artment of Radiology, Prof. dr. I.G.N.G. Ngoerah Hospital Bali, Faculty of Medicine Udayana University Background: Constrictive pericarditis is a well-known but rare and commonly forgotten cause of right heart
failure. Early diagnosis of constrictive pericarditis is difficult due to absence of typical cardiopulmonary signs and
multiple vague symptoms and its insidious course. Case illustration: A 34-year-old man presented with shortness of breath since 4 days ago accompanied with
ascites and pitting edema. He had a history of heart failure due to coronary artery disease, but already done
coronary angiography with no significant stenosis. Physical examination found signs of congestion with
predominantly ascites and edema on both legs with dominant on the right leg. Echocardiography found biatrial
enlargement and right ventricle dilatation, decreased right and left systolic function with uncoordinated septal
wall motion, decreased left ventricle diastolic function grade II, mild tricuspid regurgitation with high probability
of PH, and echo dense structure compress base of left ventricle, half of left atrium suspect extracardiac mass. Doppler ultrasound was consistent with deep vein thrombosis right lower extremity. CT Scan Thorax with
contrast found heterogeneous density suspect benign pericardium mass dd/ pericardium thickening due to chronic
inflammation, constrictive pericarditis. During hospitalization, there was decreasing renal function, so we planned
hemodialysis. We planned to do an excision biopsy, but the patient refused. Constrictive pericarditis may have
sign
of
systemic
congestion
like
right
heart
failure. The right heart
failure caused by several etiology with different pathophysiology that effect the management and prognosis, but
constrictive pericarditis is a rare condition that may cause right heart failure. C
l
i
W d
ib d
i
i h
i i
i
di i
kid
i j
DVT Ri h h
f il Conclusion: We described a patient with constrictive pericarditis, acute kidney injury, DVT. Right heart failure
may be the first clinical symptom in constrictive pericarditis. Thorough examination is needed to diagnose
constrictive pericarditis. p
Keywords: Ascites, echocardiography, constrictive pericarditis, right heart failure. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 CASE SERIES OF SURVEILLANCE AFTER FONTAN PROCEDURE: THE ROLE OF MRI IN
EVALUATING SINGLE VENTRICLE PHYSIOLOGY C. Abdillah1, O. Lilyasari1
Faculty of Medicine Universitas Indonesia1 Background: Fontan circulation is one of the most common procedure to treat complex congenital heart
disease. Echocardiography had limitation due to poor acoustic window in older patients. Cardiac Magnetic
Resonance Imaging (MRI) have been validated as an important modality to evaluate major complication of the
Fontan circulation.The objective was to present serial cases of patient with history of Fontan and explain the
role of MRI as an advanced imaging technique to evaluate long-term complications. Case Illustration: Case 1 illustrate a 15 years old female with history of Fontan fenestrated procedure came to
ER with dyspnea on effort. Echocardiographic examination showed suspicion of intraconduit thrombus
formation, which was confirmed with MRI examination. The patient underwent heparinization in intermediate
ward and was given oral thrombolytic therapy. Case 2 illustrate a 13 years old female came to outpatient clinic with history of swelling in face and legs. She
had already treated with Fontan fenestration procedure in June 2011. The echocardiographic study revealed the
anastomoses was unclear with suspicion of Fontan conduit obstruction. MRI revealed stenosis in Fontan conduit
at the level of diaphragm. She therefore may continue her previous medication while she was scheduled for
cardiac catheterization in order to stent the stenotic area. Case 3 illustrate a 22 years old female with history of Fontan procedure in 2006. She didn’t have any major
complain. The MRI examination was done as surveillance strategy to evaluate Fontan pathways. Stenosis at
pulmonary artery bifurcation and origin of pulmonary artery branches was noted, and she may continue her
medication with plans for reexamination in the following year. Conclusion: Advanced imaging modalities, particularly cardiac MRI, are of importance in recognition of failing
hemodynamic of Fontan which is essential for long-term survival. Appropriate imaging protocol and
surveillance strategy are needed to assess the anatomy, prognosis and complication in univentricular heart. Keywords: Fontan procedure, MRI, Single Ventricle, Surveillance Figure 1. Thrombus detected in MRI evaluation Figure 1. Thrombus detected in MRI evaluation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background Multiple valve heart disease (VHD) is most often acquired. In the Euro Heart Survey, rheumatic fever was the
predominant pathogenesis (51%). Mitral valve disease and joint pains are commonly caused by rheumatic heart
disease (RHD). Other causes of mitral valve disease and polyarthritis should be considered in the differential
diagnoses. We report a rare case multiple and mixed valvular heart disease in a young woman with joint pains. Case Illustration A 22 year old lady presented with polyarthritis and morning stiffness involving bilateral knees, ankles, elbows,
wrists, metacarpophayngeal and proximal interphalyngeal joints for one month. Patient had history of polyarthritis
from 9 years before with inappropriate treatment because she did not go to a health care facility. Rheumatoid
factor has raised. She came to us for evaluation of a mid-diastolic murmur heard loudest over the apex and a soft
diastolic murmur heard loudest at 3rd – 4th intercostal space at the left sternal edge. Echocardiogram showed
mitral stenosis (MVA 1.6 cm2), mitral regurgitation, tricuspid stenosis, tricuspid regurgitation and mild aortic
stenosis, with EF 66% and good right ventricular function. After multidisciplinary evaluation, she has gotten
mitral valve replacement, aortic valve replacement and tricuspid valve repair. Multiple and mixed valvular heart disease in a young woman with joint pains F. Resi1, C.K. Krevani2
1. Cardiology and Vascular Medicine Residency, Andalas University, Padang, West Sumatera. 2. Cardiology and Vascular Medicine Department, M. Djamil Hospital, Padang, West Sumatera. A Spontaneous Resolution of Acute Inferior MI Concomitant Complete AV Block in Rural Primary
Health Care : A Case Report M. Aulia1, A.I. Pratiwi1, S.H. Aulia2, I.M. Sufiyah3
Public Health Center of Patani1
Student of Medical Faculty of Airlangga University, Surabaya - Indonesia2
General hospital Dr. Soetomo, Department of Cardiology and Vascular Medicine, Medical Faculty of
Airlangga, Surabaya3 M. Aulia1, A.I. Pratiwi1, S.H. Aulia2, I.M. Sufiyah3
Public Health Center of Patani1
Student of Medical Faculty of Airlangga University, Surabaya - Indonesia2
General hospital Dr. Soetomo, Department of Cardiology and Vascular Medicine, Medical Facult
Airlangga, Surabaya3 M. Aulia1, A.I. Pratiwi1, S.H. Aulia2, I.M. Sufiyah3
Public Health Center of Patani1
Student of Medical Faculty of Airlangga University, Surabaya - Indonesia2
General hospital Dr. Soetomo, Department of Cardiology and Vascular Medicine, Medical Faculty of
Airlangga, Surabaya3 Background: In acute inferior MI, where the RCA is often the culprit, high-grade AV block has been described
in up to 17% of cases. Complete AV block is known to be reversible in some cases of acute inferior MI. Spontaneous reperfusion in the setting of ST-elevation ACS is reported in up to 30% of patients. Case Illustration: A 56-year-old man was admitted with left chest pain 1 hour before he was taken to the ER of
PHC. Chest pain felt tight and heavy, radiating to the left arm, accompanied by nausea and weakness. Thirty
minutes earlier, he had fainted during the activity. He had uncontrolled hypertension and 30-year smoking
history. He was fully conscious and revealed cold, clammy and pale skin. His BP 80/palpation mmHg, HR
32bpm, RR 18bpm and SaO2 97%. The ECG showed ST elevation in leads II, III, aVF and complete AV block. He was diagnosed with acute inferior MI, complete AV block, and cardiogenic shock. He received fluid loading
RL 1000 cc within 30 minutes, maintenance fluid therapy 1500cc/24 hours, and Aspirin loading 320mg. The
final BP 110/70mmHg and HR 68bpm. He was referred to the nearest hospital (a 5-hour drive) for further
examination and treatment. Blood tests and CXR showed normal findings. The ECG showed that the STEMI
and TAVB spontaneously resolved. p
y
Conclusion: This case highlights the importance of early prehospital care in the rural PHC to treat life-
threatening conditions and improve outcomes in acute inferior MI and concomitant complete AV block. Prompt
initial treatment is crucial to prevent from failing in hemodynamic instability and reduce mortality. A Spontaneous Resolution of Acute Inferior MI Concomitant Complete AV Block in Rural Primary
Health Care : A Case Report Extreme
geographic, distance and socio-economy were challenging for the doctors to be more concerned about the
patient's clinical condition and vital signs while referring the patient to the hospital. Keywords: Acute Inferior MI, Complete AV Block, Spontaneous Resolution
SEVERE RHEUMATIC MITRAL REGURGITATION WITH SIGNIFICANT PERICARDIAL
EFFUSION IN A CHILD: A CHALLENGE IN RURAL AREA
Y. Natanael1, A. Almira2, Hendrianus3
Ruteng Public Hospital1
Brawijaya Women and Children Hospital Antasari2 Conclusion Multiple and mixed VHD are highly prevalent conditions. Mixed mitral VHD in young women mainly results
from rheumatic processes. RHD is the most common cause of mitral valve disease and joint pains in developing
world but other rare causes including rheumatoid arthritis should be considered in differential diagnosis. This case
highlights the importance of characteristics of rheumatic and non-rheumatic origin of valvular heart disease. Keywords: Multiple and mixed valvular heart disease, rheumatic heart disease, mitral valve disease, joint pains Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology A Spontaneous Resolution of Acute Inferior MI Concomitant Complete AV Block in Rural Primary
Health Care : A Case Report Keywords: Acute Inferior MI, Complete AV Block, Spontaneous Resolution
SEVERE RHEUMATIC MITRAL REGURGITATION WITH SIGNIFICANT PERICARDIAL
EFFUSION IN A CHILD: A CHALLENGE IN RURAL AREA
Y. Natanael1, A. Almira2, Hendrianus3
Ruteng Public Hospital1
Brawijaya Women and Children Hospital Antasari2 Keywords: Acute Inferior MI, Complete AV Block, Spontaneous Resolution SEVERE RHEUMATIC MITRAL REGURGITATION WITH SIGNIFICANT PERICARDIAL
EFFUSION IN A CHILD: A CHALLENGE IN RURAL AREA Y. Natanael1, A. Almira2, Hendrianus3
Ruteng Public Hospital1
Brawijaya Women and Children Hospital Antasari2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Cardiology and Vascular Medicine Resident, Faculty of Medicine Universitas Indonesia, National
Cardiovascular Center Harapan Kita3 Cardiology and Vascular Medicine Resident, Faculty of Medicine Universitas Indonesia, National
Cardiovascular Center Harapan Kita3 Background: Mitral valve regurgitation (MR) is one of the most common valvular abnormality at the early
rheumatic heart disease (RHD) stages, whereas pericardial effusion can be present although rarely large enough
to present with tamponade physiology. These conditions may result in early heart failure manifestations at young
age, which causes disability and premature death in many countries. Case Illustration: An 11 years old girl was referred from a rural public hospital with worsening dyspnea since
the last one month. She commented on one month history of palpitation before admission and migrating arthralgia
since 2018. Upon arrival, she was fully alert with the following vital sign: blood pressure 85/55 mmHg, radial
pulse of 116 bpm, respiratory rate of 24 breaths/min, body temperature of 36.7oC and oxygen saturation of 99%
on room air. Her height and weight were 137 cm and 28 kg respectively. Physical examination revealed a fast
regular rhythm with III/VI pansystolic murmur at mitral area. A 12-lead electrocardiogram evaluation showed a
sinus rhythm with ST segment depression at V5-V6 and the chest X-ray demonstrated cardiomegaly with a third
mogul sign. Transthoracic echocardiography revealed a severe MR with moderate pericardial effusion, mild aortic
regurgitation, left ventricle dilatation with ejection fraction of 63% and left atrial dilatation. The patient was
hospitalized for 13 days with intravenous furosemide, bisoprolol, ramipril, spironolactone, oral
methylprednisolone, and secondary rheumatic prophylaxis with erythromycin. Her condition gradually improved
and the pericardial effusion significantly subsided. She then was prepared for referral to a tertiary cardiac center
for surgical management. g
g
Conclusion: This case highlights the challenge of RHD with pericardial effusion management and the urgency to
improve awareness of RHD in a limited access to pediatric cardiac services, thus reducing the complication and
improving the patient’s quality of life. HYPERTENSION URGENCY IN SEVERE ABDOMINAL PAIN ET CAUSA HEPATIC HYDATID
CYST: THE ETIOLOGY HAS BEEN REVEALED R.K. Ratri1, C. Saputra2, Y.S. Sugi3, R.S. Sihombing3, W. Wiriadisurya3, J.R.L. Sulle4
eral Practitioner of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara1
gy and Vascular Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East
Nusa Tenggara2 R.K. Ratri1, C. Saputra2, Y.S. Sugi3, R.S. Sihombing3, W. Wiriadisurya3, J.R.L. Sulle4
General Practitioner of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara1
Cardiology and Vascular Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East
Nusa Tenggara2
I
l M di i
D
f M
G b i l M
k SVD P bli H
i l f A
b
E
N
T
3 gg
nternal Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tengg
Radiology Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara gg
Internal Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara3
Radiology Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara4 Background: Hepatic hydatid cyst is a cystic disease of the liver caused by the larva stage parasitic tapeworm of
Echinococcus granulosus and Echinococcus multilocularis. The most common mode of transmission to humans
is by accidental food that has been contaminated. Hydatic cyst can also cause hypertension due to external
compression of renovascular. For the pharmacological treatment, Albendazole is a chosen drug for Hydatid cysts. Case Illustration: A 54 years old female, was referred to the Emergency Department of the Public hospital of
Atambua with experienced abdominal pain in the epigastric region. The patient also complained of pain all over
the body, headache, and fever. The patient had a history of hypertension. In the physical examination, blood
pressure 189/110 mmHg, axillary temperature was 37.9 Celsius degree, there is epigastric tenderness. Laboratory
examination showed results of a normal neutrophil segment and an increased eosinophil segment, in the abdomen
sonography found a Rim Calcification 3x2,5 cm in the right upper lobes hepar (hydatid cyst) (Figure). The patient
was treated with low doses anti-hypertension and albendazole 800 mg twice a day the duration of treatment is 28
days for 3 cycles, with a break of 14 days without taking medication between cycles. The patient has shown
immediate improvement. The patient was discharged after 3 days of hospitalization, hemodynamically stable, and
with no complaints of abdominal pain. Keywords: Acute Inferior MI, Complete AV Block, Spontaneous Resolution
SEVERE RHEUMATIC MITRAL REGURGITATION WITH SIGNIFICANT PERICARDIAL
EFFUSION IN A CHILD: A CHALLENGE IN RURAL AREA
Y. Natanael1, A. Almira2, Hendrianus3
Ruteng Public Hospital1
Brawijaya Women and Children Hospital Antasari2 p
g
p
q
y
Keywords: rheumatic heart disease, mitral regurgitation, pericardial effusion, heart failure p
g
p
q
y
Keywords: rheumatic heart disease, mitral regurgitation, pericardial effusion, heart failure ACUTE RHEUMATIC FEVER INDUCED THYROID STORM IN PATIENT WITH RHEUMATIC
HEART DISEASE: A RARE CASE FROM RI-RDTL CROSSBORDER R.K. Ratri1, C. Saputra2, Y.S. Sugi3, R.S. Sihombing3, W. Wiriadisurya3, J.R.L. Sulle4
General Practitioner of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara1
Cardiology and Vascular Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East
Nusa Tenggara2
Internal Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara3
Radiology Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara4 R.K. Ratri1, C. Saputra2, Y.S. Sugi3, R.S. Sihombing3, W. Wiriadisurya3, J.R.L. Sulle4
General Practitioner of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara1
Cardiology and Vascular Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East
Nusa Tenggara2
Internal Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara3
Radiology Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara4 R.K. Ratri1, C. Saputra2, Y.S. Sugi3, R.S. Sihombing3, W. Wiriadisurya3, J.R.L. Sulle4
neral Practitioner of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara1
gy and Vascular Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East
Nusa Tenggara2 gg
nternal Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tengg
Radiology Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara gg
Internal Medicine Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara3
Radiology Department of Mgr. Gabriel Manek, SVD Public Hospital of Atambua-East Nusa Tenggara4 Background: Thyroid storm is a life-threatening medical condition. This condition occurs in thyrotoxic patients
and is manifested by the decompensation of multiple organs such as congestive heart failure and respiratory
failure. In this case, thyroid storm induced by a recent streptococcal infection (acute rheumatic fever). Case Illustration: A 27 years old female, was referred to the Emergency Department of the Public hospital of
Atambua with experienced fever, palpitation, and multiple joint pains. In the physical examination heart rate 128
times/min, respiratory rate 32 times/min, axillary temperature was 38 Celsius degree increased of JVP (5+4
mmHg), a heart murmur at the apex cordis, rales at the base of both lungs, and bilateral lower extremity edema. 12 lead ECG showed irregular narrow complex QRS indicating AF RVR and chest x-ray showed cardiomegaly
with early sign of pulmonary edema. Patient was treated with optimal HF medication. For further diagnosis, on
the second-day echocardiography result found mitral and aortic regurgitation with normal LV and RV systolic
function. HYPERTENSION URGENCY IN SEVERE ABDOMINAL PAIN ET CAUSA HEPATIC HYDATID
CYST: THE ETIOLOGY HAS BEEN REVEALED Conclusion: In hypertension patients, we must search for etiology that may reverse progression of disease. In this
patient, there is external compression of renovascular because of hepatic hydatid cyst. Keywords: Hydatid cyst, Albendazole, Hypertension Rim Calcification in hepar (hydatid cyst) Rim Calcification in hepar (hydatid cyst) ACUTE RHEUMATIC FEVER INDUCED THYROID STORM IN PATIENT WITH RHEUMATIC
HEART DISEASE: A RARE CASE FROM RI-RDTL CROSSBORDER Thyroid ultrasonography study showed grave’s disease appearance, laboratory examination ASTO titer
550 IU/ml, and Hyperthyroid condition with Burch-Wartofsky point scale of 70. From this working diagnosed
become acute rheumatic fever induced thyroid storm. The patient has been treated with Thyroid storm protocol
along with acute rheumatic fever therapy. The patient has shown improvement, hemodynamically stable, convert
into NSR, relieved symptom and discharged after 8 days of hospitalization. C
l
i
E l
i i
f h
id
d
h
i f
i h li i
l di
i
i
i Conclusion: Early recognition of thyroid storm and acute rheumatic fever with clinical diagnosis criteria may
lead into proper diagnosis and management. p
p
g
g
Keywords: Acute Rheumatic Fever, Thyroid Storm Clinical Diagnosis and Sonography Exam Clinical Diagnosis and Sonography Exam Indonesian Journa
Cardiology
Indonesian J Cardiol 2023:44:s
pISSN: 2830-3105 / eISSN: 296
doi: 10.30701/ijc.1537
A Case Report of Premature Ventricular Complex in Long-Standing Hypertension Patient At Limited
Primary Health Care : High or Low Level of Risk Feature ? S.D.T. Sitanggang1, C.J. Purba2
RSUD Pakuhaji, Tangerang1
Puri Hijau Hospital Medan2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Case Report of Premature Ventricular Complex in Long-Standing Hypertension Patient At Limited
Primary Health Care : High or Low Level of Risk Feature ? A Case Report of Premature Ventricular Complex in Long-Standing Hypertension Patient At Limited
Primary Health Care : High or Low Level of Risk Feature ? S.D.T. Sitanggang1, C.J. Purba2
RSUD Pakuhaji, Tangerang1
Puri Hijau Hospital, Medan2 Background : Premature ventricular complex (PVC) is a premature beat that occur spontaneously arising from
the ventricle region. PVCs are common in general population with the prevalence between 1 – 4 % and are
precipitated by many factors, including hypertension. PVCs could induce weakening of heart muscle if it is oftenly
occur and untreated. This case report aims to present deeper insight about risk feature of PVC in patient with long-
standing hypertension at limited primary health care. g yp
p
y
Case Illustration : A 52 years old female came to primary health care (PHC) with a chief complain of palpitation
especially at rest accompanied by shortness of breath (SOB) and headache since 2 days ago. 11 months earlier,
she had came to PHC with similar symptoms and was suspected with hypertensive heart disease. Amlodipine was
prescribed but she didn’t take it routinely. No chest pain or syncope were reported. She had no family history of
sudden cardiac death or other heart diseases. Blood pressure was 149/73 mmHg with 110 bpm heart rate. No
gallop (S3), murmur, peripheral edema or rales were found. Electrocardiography (ECG) shows normo-axis sinus
rhythm with multiple PVCs as shown in figure 1. She was considered to have high risk feature of PVCs that may
potentially cause cardiomyopathy then she was given captopril, bisoprolol and referred to cardiologist. she had came to PHC with similar symptoms and was suspected with hypertensive heart disease. Amlodipine was
prescribed but she didn’t take it routinely. No chest pain or syncope were reported. She had no family history of
sudden cardiac death or other heart diseases. Blood pressure was 149/73 mmHg with 110 bpm heart rate. No
gallop (S3), murmur, peripheral edema or rales were found. Electrocardiography (ECG) shows normo-axis sinus
rhythm with multiple PVCs as shown in figure 1. She was considered to have high risk feature of PVCs that may
potentially cause cardiomyopathy then she was given captopril, bisoprolol and referred to cardiologist. Conclusion : Chronic hypertension in our patient may causes structural heart disease, particularly left ventricular
hyperthrophy, and induces PVCs. A Case Report of Premature Ventricular Complex in Long-Standing Hypertension Patient At Limited
Primary Health Care : High or Low Level of Risk Feature ? PVCs that arise due to structural heart disease have high risk feature/malignant
if following features occurs in ECG such as polymorphic form or multifocal origin, consecutive run/salvoes, short
coupling interval (< 300 ms), >5 PVCs/bpm and most importantly, symptomatic to the patient. While PVCs are
common, it is vital to recognize its high-risk features and should warrant further cardiac evaluation if encountered. Keywords: premature ventricular complex, hypertension, arrhythmia, risk level, electrocardiogram Conclusion : Chronic hypertension in our patient may causes structural heart disease, particularly left ventricular
hyperthrophy, and induces PVCs. PVCs that arise due to structural heart disease have high risk feature/malignant
if following features occurs in ECG such as polymorphic form or multifocal origin, consecutive run/salvoes, short
coupling interval (< 300 ms), >5 PVCs/bpm and most importantly, symptomatic to the patient. While PVCs are
common, it is vital to recognize its high-risk features and should warrant further cardiac evaluation if encountered. Keywords: premature ventricular complex, hypertension, arrhythmia, risk level, electrocardiogram premature ventricular complex, hypertension, arrhythmia, risk level, electrocardiogram premature ventricular complex, hypertension, arrhythmia, risk level, electrocardiogram Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
A Case Report Post Peripartum Cardiomyopathy: Interrelation Marriage, Pivotal Factor for PPCM
A.M.A. Kastiran1
RS wahidin sudirohusodo1 Keywords: Dyspneu, Delivery, Interrelation Marriage, Peripartum cardiomyopathy Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Case Report Post Peripartum Cardiomyopathy: Interrelation Marriage, Pivotal Factor for PPCM
A.M.A. Kastiran1
RS wahidin sudirohusodo1 A.M.A. Kastiran1
RS wahidin sudirohusodo1 Background: Peripartum cardiomyopathy (PPCM) is a dilated cardiomyopathy defined as systolic cardiac heart
failure in the last month of pregnancy or within five months of delivery. PPCM, which affects thousands of women
each year in the US, was first described in the 1800s, but its etiology is still unclear. PPCM has many risk factors. One of them happened in this case, interrelation Marriage. Its diagnosis is often delayed because its symptoms
closely resemble those within the normal spectrum of pregnancy and the postpartum period. When PPCM is
misdiagnosed or its diagnosis is delayed, the consequences for patients are deadly: The disorder carries a high
mortality rate Case Illustration: A 23 - year old woman came to the emergency unit with dyspneu. There is a history of giving
birth about 3 months ago. Physical examination shows a regular heart rhythm accompanied by rhonchi sounds in
the basal aspect of the lung. The M - mode analysis of ECG showed left ventricular systolic ejection function is
decreased ( 26 % ) while the right ventricle is normal. In the hospital, the patient got treated with diuretics,
aldosterone antagonists, angiotensin II receptor blockers, and fluid management. The patient gave a good response
to the therapy regimen. Conclusion: The early clinical manifestations of PPCM are difficult to recognize. In the majority of patients, 78%
of symptoms are found at 4 months after delivery, and only 9% of patients show symptoms in the last month of
pregnancy. Clinical symptoms include signs of pulmonary edema, orthopnea, atypical chest pain, abdominal
discomfort, and paroxysmal nocturnal dyspnea. In general, PPCM-related mortality ranges from less than 2% to
50%. This case teaches us about the unfavourable effects of Interrelation Marriage as a risk factor for PPCM. Keywords: Dyspneu, Delivery, Interrelation Marriage, Peripartum cardiomyopathy Keywords: Dyspneu, Delivery, Interrelation Marriage, Peripartum cardiomyopathy Indonesian Journa
Cardiology
Indonesian J Cardiol 2023:44:s
pISSN: 2830-3105 / eISSN: 296
doi: 10.30701/ijc.1537
A Heart of Stone: Extensive Myocardial Calcification in End-Stage Renal Disease (ESRD)
I. Pratiwi1, R. Ariani1
University of Indonesia1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Heart of Stone: Extensive Myocardial Calcification in End-Stage Renal Disease (ESRD) Case Illustration: A male, 66 years went to NCCHK with chest discomfort, burning sensation, fatigue, and dyspnea on exertion. The patient has a slight limitation of physical activity, and these symptoms were amplified on moderate physical
activity. In past medical history, he experienced anterior STEMI on May 2022 and was diagnosed with CAD ISR
after CAG from Pasar Rebo general hospital. However, because the ISR and the first stent wasn’t available and
too small, therefore he was referred to NCCHK. He underwent PCI twice on 2017. Due to history of ISR LAD
(60-70% at mid-proximal LAD) and multiple stents, therefore the patient underwent POBA with DEB-OCT. Background: Percutaneous coronary intervention (PCI) with drug-eluting stents (DES) is a treatment for patients with poor
prognosis CAD because of the extensive myocardium. Bare-metal stent (BMS) and drug eluting stents (DES) are
the two types of widely used stents for PCI. DES demonstrated superiority to BMS, it has a lower rate (4-8%) of
restenosis than BMS implantation (20-30%). However, the prevalence of in-stent restenosis (ISR) remains
relatively unchanged, encompassing about 10% of percutaneous coronary interventions despite of its evolution
and iteration. In contrast to BMS, DES have a lower risk of early restenosis, but require a prolonged dual
antiplatelet therapy, potentially leading to thrombus formation in case of early discontinuation. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 M.R. Priatama1, D. Firman2 M.R. Priatama1, D. Firman2
Universitas Indonesia, National Cardiovascular Center Harapan Kita1 Division of Invasive Diagnostic and Interventional Cardiology, National Cardiovascular Center Harapa A Heart of Stone: Extensive Myocardial Calcification in End-Stage Renal Disease (ESRD) I. Pratiwi1, R. Ariani1
University of Indonesia1 Background: Dysregulation of mineral metabolism with a high calcium load resulting poor calcium phosphorus
balance in ESRD. Majority, cardiac conduction block presented as complication in ESRD Case Illustration: A
52-year-old woman came to emergency department with worsening fatigue and frequent syncope episode since
last two weeks. She had end-stage renal disease (ESRD) and undergone routine hemodialysis for more than 4
years. On physical examination, the patient looked moderately ill with hypertension (194/70 mmHg), bradycardia
(50 bpm). Rales were heard in lower third of pulmonary bases, Ascites with liver enlargement 2 cm below arcus
costa. Electrocardiography showed total atrioventricular (AV) block. Chest X-ray showed cardiac enlargement,
prominent aortic segment, normal pulmonary segment, flatten cardiac waist, downward apex, and pulmonary
infiltrates in both lungs. Anemia and impaired renal function were detected through blood test. Echocardiography
on parasternal long axis (PLAX) showed patchy calcification at septal right ventricle (RV) and left atrium (LA)
wall (Fig. 1A). Parasternal short axis (PSAX) view shown heavily calcified of aortic cusps from basal annulus,
moderate mitral stenosis (MS), moderate aortic stenosis (AS) with good left ventricle (LV) systolic function with
left ventricle ejection fraction (LVEF) of 59% (Fig. 1B). Four chambers (Fig. 1C), three chambers (Fig. 1D), and
two chambers (Fig. 1E) views had not detected other cardiac structural anomalies. Right ventricle (RV)
contractility was good (TAPSE 17 mm). Apical parasternal short axis (PSAX) view showed diffuse mitral annular
calcification (Fig. 1F). Echocardiography results were strongly suggestive of metastatic myocardial calcification. Temporary pacemaker (TPM) implantation for total AV block was successful then given angiotensin receptor
blocker (ARB), and diuretics. Patient was successfully discharged after clinical improvement. Conclusion:
Echocardiography is the first-line method that permit rapid and non-invasive detection of unrecognized or even
unsuspected rare case of extensive myocardial calcification in ESRD. Keywords: End-Stage Renal Disease, Myocardial Calcification Keywords: End-Stage Renal Disease, Myocardial Calcification Keywords: End-Stage Renal Disease, Myocardial Calcification Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
How Do We Overcome ISR: Role of Intravascular Imaging
M.R. Priatama1, D. Firman2
Universitas Indonesia, National Cardiovascular Center Harapan Kita1
Division of Invasive Diagnostic and Interventional Cardiology, National Cardiovascular Center Harapan Kita2 Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
How Do We Overcome ISR: Role of Intravascular Imaging Indonesian Journal of
Cardiology A Case Report of Leukostasis Presenting as ST-Elevation Myocardial Infarct: Proceed Reperfusion or
Not? Conclusion : In-stent restenosis can be characterized by a significant reduction in the luminal diameter in the stent segment
after successful PCI. The incidence of ISR has been reduced with the newer DES technology compared to the era
of BMS and only 5-10% PCI procedures performed in clinical practice. The use of intravascular imaging can
guide the management of ISR through several stages. It can help optimize the stent placement procedure by
predicting and avoiding ISR. Keywords: PCI, DES, OCT, ISR, DCB Figure 1. Pre Intervention OCT (Left Side) and Post POBA Intervention OCT (Right Side) Figure 1. Pre Intervention OCT (Left Side) and Post POBA Intervention OCT (Right Side) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
A Case Report of Leukostasis Presenting as ST-Elevation Myocardial Infarct: Proceed Reperfusion or
Not? K. Saleh1, W.E. Putri1, A.I. Taim1
Cardiology and Vascular Medicine, FK UNHAS1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Case Report of Leukostasis Presenting as ST-Elevation Myocardial Infarct: Proceed Reperfusion or
Not? K. Saleh1, W.E. Putri1, A.I. Taim1
Cardiology and Vascular Medicine, FK UNHAS1 Background: Leukostasis is a medical emergency caused by compromise of tissue perfusion secondary to
hyperleukocytosis in acute myeloid leukemia. Typically it affects lungs and brain, with cardiac involvement being
exceedingly rare. Acute myocardial infarction and acute myeloid leukemia are rarely reported as concomitant
conditions. The management of ST-elevation myocardial infarction in patients who have AML is challenging due
to the increased risk of bleeding. Case illustration: A 66-year-old man with suspected acute myeloid leukemia presented with typical anginal chest
pain. ECG revealed ST elevation in lead V2-V6. Troponin I peaked at 3548.4 ng/L. Echocardiogram showed
mildly abnormal LV systolic function with ejection fraction of 45% (TEICH) due to segmental akinesia and
hypokinesia. Blood work was notable for white blood cell count of 242.700 103/μL and Hemoglobin of 8.7 gr/dl. Peripheral blood analysis result was suspected acute myeloid leukemia. Conclusion: The management of ST-elevation myocardial infarction in patients who have acute myeloid leukemia
is challenging: the leukemia-related thrombocytopenia, platelet dysfunction, and systemic coagulopathy increase
the risk of bleeding, and the administration of thrombolytic agents can be fatal. It is important to note that
prognosis for patients with concomitant conditions of acute myeloid leukemia and acute myocardial infarction is
worse than that of either condition. There is no management guideline regarding these conditions and invasive
reperfusion strategy could be done when there is no absolute contraindication. Keywords: leukostasis, hyperleukocytosis, acute myeloid leukemia, ST-elevation myocardial infarct Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Ablation of Idiopathic Trigeminy Premature Ventricle Complex using Zero–Fluoroscopy Approach: A
Case Report Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Ablation of Idiopathic Trigeminy Premature Ventricle Complex using Zero–Fluoroscopy Approach: A
Case Report Ablation of Idiopathic Trigeminy Premature Ventricle Complex using Zero–Fluoroscopy Approach: A
Case Report A.F. Chandranegara1, M.R. P. Adri1
General Regional Hospital of Pasar Rebo1 A.F. Chandranegara1, M.R. P. Adri1
General Regional Hospital of Pasar Rebo1 Background: In the last few decades, awareness of the risks associated with radiation to patients and medical
staff has increased significantly. It is also a topic of discusiion in the cardiology world because fluoroscopy, which
also used radiation, is widely used to orient the position of catheters in the heart during Radiofrequency Catheter
Ablation. The existence of a 3-dimensional navigation system make the management of arrhythmias less
complicated. 3D Electroanatomical Mapping (EAM) can minimize (near-zero fluoroscopy) or eliminate radiation
dose (zero-fluoroscopy). Here we present our first zero-fluoroscopy case in a breast tumor patient with trigeminy
PVC. Case Illustration: 52 years old woman was consulted by the surgical department for a planned operation for a
breast tumor but found trigeminy PVC on electrocardiogram (ECG). In recent years, patients often complain of
palpitations. There are no remarkable results in physical examination, laboratory investigation, and
echocardiography. The patient was planned for ablation using 3D EAM. A breast tumor suspected of cancer
provoked the electrophysiologist to adopt a zero-fluoroscopy approach. The 3D EAM system will create
geometric contours from the IVC until Right Ventricle Outflow Tract (RVOT). Surface ECG showed bigeminy
PVC with positive morphology in I and aVL, positive in II, III, aVF, and LBBB pattern QRS notch in V3-V4. The earliest activation was found in the posteroseptal region with -117ms LAT and -37ms EA. Multiple RFA for
60-120 seconds was done at that location. After 30 minutes of observation, no PVCs were found. Conclusion: Three-Dimensional PVC ablation with zero-fluoroscopy was successfully performed. RFCA with
zero-fluoroscopy approach is becoming the treatment of choice in patients with malignancy. Keywords: Ablation, Premature Ventricular Complex, Zero-Fluoroscopy, 3D-Electroanatomical Mapping 3D EAM showed the earliest activation in posteroseptal with LAT -117 ms and EA -37ms 3D EAM showed the earliest activation in posteroseptal with LAT -117 ms and EA -37ms Bradycardia-Induced VT in Degenerative Sinus Node dysfunction: High Risk Feature of Life
Threatening VT in Bradycardia R. Hendiperdana1, R.Y.I. Putri1, S. Laksono2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Indonesia, National
Cardiovascular Center Harapan Kita1
Department of Cardiology and Vascular Medicine, Diagram Heart Hospital2 R. Hendiperdana1, R.Y.I. Putri1, S. Laksono2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Indonesia, National
Cardiovascular Center Harapan Kita1
Department of Cardiology and Vascular Medicine, Diagram Heart Hospital2 R. Hendiperdana1, R.Y.I. Putri1, S. Laksono2
of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Indonesia, National
Cardiovascular Center Harapan Kita1 p
,
,
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Indonesia, National
Cardiovascular Center Harapan Kita1 p
Department of Cardiology and Vascular Medicine, Diagram Heart Hospital2 p
(
Conclusion Severe bradycardia can lead to QT prolongation and subsequent life threatening polymorphic VT. Several clinical
predictors such as older age and female have higher risk of TdP occurrence. Profile of QT interval and T wave
morphology like QT interval, QTc interval, Tpeak-Tend duration, and complex T wave morphology could predict
high occurrence of polymorphic VT as seen in our patient’s ECG presentation. Pacing at higher rate in emergency
setting could become a lifesaving since it can stabilize the repolarization from perturbation. Keywords: bradycardia, Ventricular tachycardia, Long-QT Background g
Bradycardia has been linked with inverse relationship with QT duration and repolarization time, since it
can induce polymorphic VT in severe bradyarrhythmia. The potentially life threatening arrhythmia explained by
the possibility of the rhythm to degenerate into ventricular fibrillation. C
Ill
t
ti A 76-year-old woman was admitted with recurrent fainting and post cardiac arrest resuscitation. She was
somnolence with bradycardia (40 bpm) and recurrent non-sustained VT on electrocardiograph (ECG) monitor. Her blood pressure was 140/90 mmHg with 99 % peripheral oxygen saturation. Her initial ECG record showed sinus bradycardia with intermittent junctional rhythm with a rate of 48
bpm, deep T wave inversion at precordial lead with prolonged QT interval (QT 720 ms, QTc 670 ms, Tpeak-Tend
(Tpe) 200 ms, Tpe/QT ratio 0.27. Her blood chemistry was normal. Bedside echocardiogram showed no structural
heart disease. While being monitored, she developed recurrent unstable sustained polymorphic VT episode which
required DC cardioversion for termination. Dopamine infusion starting on 5 micron/kg/min was given and
initiation of transcutaneous pacing (TCP) for stabilization. The patient was very dependent to TCP, when the
paddle was removed, the bradycardia ensue and VT was inevitable induced. Temporary transvenous cardiac
pacemaker (TPM) was finally implanted in this patient for stabilization. Conclusion CARDIOGENIC SHOCK AS A RESULT OF RARE ANTIPSYCHOTICS-INDUCED DILATED
CARDIOMYOPATHY IN YOUNG PATIENT S. Nurfitri1, H. Isnanijah1, T. Rahayu1 S. Nurfitri1, H. Isnanijah1, T. Rahayu1
Pasar Rebo Regional General Hospital, Jakarta, Indonesia1 Background: Schizophrenia patients often take antipsychotics for considerably long periods to prevent psychotic
episodes and maintain stabilized condition. Albeit drug-induced cardiomyopathy is a rare side effect of
antipsychotics, particularly Clozapine and Quetiapine, it is a life-threatening event that is usually overlooked and
underestimated. Given its insidious nature, patients tend to come in a peril state with obscure presentation, making
it harder to draw correlation between cardiac episode and antipsychotic consumption, hence correct diagnosis and
treatment will be challenging. Case Illustration: A 17-year-old male presented with dyspnea and cough since 4 days before admission. He had
been taking Clozapine, Risperidone, Quetiapine, THP, and Lithium Carbonate for a year as schizophrenia
treatment. No history of diabetes, lung, and cardiac disease is known. Physical examination revealed hypotension,
RR = 28x/min, SpO2 = 99%, rhonchi on auscultation, cold extremities, and CRT >2 seconds. ECG showed sinus
tachycardia without signs of new ischemic changes or pericardial pathologies. USCOM examination revealed that
CI (1.8 l/min/m2) and SVI (15 ml/m2) are low, while SVRI (3419 d·s·cm−5/m2) is high. CXR showed marked
cardiomegaly. Echocardiogram revealed dilatation of all heart chambers, reduced EF (17%), mild tricuspid, and
moderate mitral regurgitations. Patient underwent fluid resuscitation. He was treated with dobutamine then
transferred to PICU where he received HF medications consisting of furosemide, spironolactone, captopril, and
digoxin. After consultation with a psychiatrist, the antipsychotics were stopped and the patient achieved
hemodynamic stability with better clinical outcome. Given the absence of other clear etiologies, antipsychotic
consumption is the leading cause of cardiomyopathy which progressed into cardiogenic shock. Conclusion: Drug-induced cardiomyopathy is a rare yet dangerous side effect of antipsychotics. Early recognition
should be considered in patients who take antipsychotics to prevent deterioration and provide correct treatment. Keywords: cardiogenic shock, antipsychotics-induced cardiomyopathy, schizophrenia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Bradycardia-Induced VT in Degenerative Sinus Node dysfunction: High Risk Feature of Life
Threatening VT in Bradycardia Kounis Syndrome Secondary To Drug-Induced Hypersensitivity: Report Of A Devastating Case From
Referral Hospital In Central Borneo
A R Sudirman1 Y Galenta1 Kounis Syndrome Secondary To Drug-Induced Hypersensitivity: Report Of A Devastating Case From
Referral Hospital In Central Borneo A.R. Sudirman1, Y. Galenta1
RSUD dr. Doris Sylvanus Provinsi Kalimantan Tengah1 BACKGROUND The concurrence of ACS and hypersensitivity reactions is defined as Kounis syndrome. It is often misdiagnosed
and lead to inappropriate treatment with high subsequent mortality rate. The mechanism behind is related with
excessive catecholamine production alongside with inflammatory-cytokine-released triggered by allergic
reaction. Hereby we present the case of drug-hypersensitivity induced Kounis syndrome in our hospital. CASE ILLUSTRATION A 65-year-old woman presented with shortness-of-breath and chest tightness. Her past medical history was
remarkable for asthma with multiple readmission and drugs hypersensitivity. There is no cardiac-related history. Upon arrival, her saturation-92%, respiratory rate-35x/min and unable to speak. She was in respiratory distress
with expiratory-wheezing on both lungs. Laboratory studies was unremarkable and ECG showing OMI. The
patient was suggestive for acute severe asthma exacerbation. Methylprednisolone and ventolin nebulizer were
administered. Suddenly, her respiratory distress worsen, with loss of consciousness, RR-50x/min, saturation-60%-
on-NRM, and BP-70/40. She was developed into anaphylactic shock. IM-epinephrine was administered. Her
consciousness improved with saturation-98% and RR-30x/min. Unfortunately, she was developed into ventricular
tachycardia and her BP-exceeds-220/110. This condition returned spontaneously without any drug administration. Later on, she developed typical chest pain similar with myocardial ischemia symptom. Her ECG evaluation
showing ST elevation in anterior segment with RBBB. Her troponin level slightly increased from <0.01 to 0.6. The patient was suggestive for ACS in the settings of mast-cell and platelet activation from anaphylactic reaction. Dual-antiplatelet and anticoagulant were administered. We cannot perform primary-PCI because refusal of any
further medical-intervention. Her condition worsen following days. Her echocardiography-evaluation
demonstrated global hypokinetic with-EF-40%. On the-seventh-day, she was passed away due to heart failure and
cardiac arrest. Keywords: bradycardia, Ventricular tachycardia, Long-QT Keywords: bradycardia, Ventricular tachycardia, Long-QT Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Kounis Syndrome Secondary To Drug-Induced Hypersensitivity: Report Of A Devastating Case From
Referral Hospital In Central Borneo
1
1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Acute Coronary Syndrome In Severe Aortic Stenosis and Aortic Regurgitation Patient: A Case Report
G.F. Mantong1, Y. Iskandar1
Elim Rantepao Hospital, North Toraja1 G.F. Mantong1, Y. Iskandar1
Elim Rantepao Hospital, North Toraja1 Background: Angina pectoris is one of common symptoms in patient with aortic stenosis (AS) and aortic
regurgitation (AR). To diagnose acute coronary syndrome (ACS) in patient with severe AS and AR is challenging
especially in peripheral hospital. In this case will discuss ACS in patient with severe AS and AR, focus on
diagnosis. Case illustration: A 69 y.o women came with shortness of breath felt since 4 hours ago when she rested. She also
felt chest pain that more severe and intens than before, radiated to neck and accompanied
with diaphoresis. Patienthad history of severe degenerative AS and AR, sometimes she felt chest pain and
shortness of breath during activity but relieve with rest. We found to-and-fro murmur and was best heard at right
upper sternal border. Electrocardiography showed left bundle brunch block (LBBB) patern. Based on brief
examination in emergency room, patient was diagnosed as ACS with troponin level was known markedly elevated
later on. Vital signs were unstable during the first day but later controlled during the rest six days of
hospitalization. CONCLUSION Kounis syndrome should be suspected whenever patient presents with features of ACS and allergic symptoms
simultaneously. The challenges lies in the fact that each treatment of associated entities may worsen the other
injury. Keywords: Kounis sydnrome, Acute coronary syndrome, Drug Hypersensitivity Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
ECG Changes after anaphylactic reaction and ventricular tachycardia. The changes demonstrated ST elevation
in anterior segment with RBBB. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 ECG Changes after anaphylactic reaction and ventricular tachycardia. The changes demonstrated ST elevation
in anterior segment with RBBB. Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Acute Coronary Syndrome In Severe Aortic Stenosis and Aortic Regurgitation Patient: A Case Report
G.F. Mantong1, Y. Iskandar1
Elim Rantepao Hospital, North Toraja1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Acute Coronary Syndrome In Severe Aortic Stenosis and Aortic Regurgitation Patient: A Case Report
G.F. Mantong1, Y. Iskandar1
Elim Rantepao Hospital, North Toraja1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Keywords: Balloon Transcatheter Pulmonary Valvotomy, Valvular Pulmonal Stenosis, Patent Foramen Ovale p
Conclusion: ACS diagnosis in severe AS and AR group is challenging because it is often presenting with similar symptom
likes angina pectoris. Proper history taking and physical examination is the main point for the diagnosis of ACS
especially in peripheral hospital. Keywords: Acute Coronary Syndrome, Angina Pectoris, Aortic Stenosis, Aortic Regurgutation
Figure 1. ECG Keywords: Acute Coronary Syndrome, Angina Pectoris, Aortic Stenosis, Aortic Regurgutation Figure 1. ECG Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Successful Balloon Transcatheter Pulmonary Valvotomy in Children with Severe Valvular Pulmonary
Stenosis : A Case Series cessful Balloon Transcatheter Pulmonary Valvotomy in Children with Severe Valvular Pulmonary
Stenosis : A Case Series D.G. Nugroho1, W. Mubarok1, A. Priyatno2 Cardiovascular Department, Faculty of Medicine Diponegoro University, Dr Kariadi Hospital, Semarang1
Pediatric Department, Faculty of Medicine Diponegoro University, Dr Kariadi Hospital, Semarang2 Background: Pulmonary stenosis (PS) is typically benign yet progressive in pediatric patients. Severe PS may
result in outflow obstruction that progresses over a period of years despite body growth. An excellent prognosis
can be achieved by appropriate intervention. Balloon Transcatheter Pulmonary Valvotomy (BTPV) has replaced
surgery and become preferred mode of treatment. Case Illustration: Patients of age 2, 5, and 11 years old showed aggressive progression of PS with variety of
symptoms with similar malnourished state. The auscultation of 4/6 ejection systolic murmur, best heard in second
and third left intercostal space were found in all three patients. The electrocardiography showed right axis
deviation and right ventricular hyperthrophy. They had dome-shaped valves morphology with pressure gradient
(PG) between 78-136 mmHg by echocardiography. Patent foramen ovale were found during catheterization. BTPVs were performed using THYSAK mini and Nucleus with size of 1,4 times larger than their pulmonary
annulus diameter. The insertion of balloon were quite challenging. It had to be precisely placed in order to fully
dilate the stenotic valve. The 50% PG reduction of RV-PA were found in all cases with periprocedural transient
bradycardia. Seven days evaluation showed improved symptoms, better food intake with PG as low as 30 mmHg. Conclusion : Our successful cases suggest that BTPV is a promising and safe intervention for children with severe
valvular PS. Reversal shunt of interatrial defect can be prevented by reducing the right chamber pressures. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Does His Bundle Pacing Have a Good Outcome? A Case of 66 Years Old Man, Presenting With
Recurrent Syncope
D. Surya1, F. Yuliani1, H.E. Rasyid1, C.K. Krevani1
Dr. M. Djamil General Hospital1 A RARE CASE OF PAINLESS TYPE A AORTIC DISSECTION PRESENTING AS ACUTE
ISCHEMIC STROKE M.I. Muzakky1, S.G.V. Hayon1, M.B.S. Ilham2, A.A. Kesumaningputri3, D. Hudiana4
General Practitioner, Dr. Sitanala Central Hospital, Tangerang, Indonesia1
Internship Doctor, Bhayangkara Hospital, Denpasar, Indonesia2
Department of Cardiology, Dr. Sitanala Central Hospital, Tangerang, Indonesia3
Department of Neurology, Dr. Sitanala Central Hospital, Tangerang, Indonesia4 M.I. Muzakky1, S.G.V. Hayon1, M.B.S. Ilham2, A.A. Kesumaningputri3, D. Hudiana4
General Practitioner, Dr. Sitanala Central Hospital, Tangerang, Indonesia1
Internship Doctor, Bhayangkara Hospital, Denpasar, Indonesia2
Department of Cardiology, Dr. Sitanala Central Hospital, Tangerang, Indonesia3
Department of Neurology, Dr. Sitanala Central Hospital, Tangerang, Indonesia4 Background: Stanford type A aortic dissection (AD) with ischemic stroke is a rare condition, accounting for
approximately 1.7% of all acute stroke cases. Painless AD is typically identified through incidental findings on a
chest x-ray or the presence of related symptoms and complications. Diagnosing painless AD in patients presenting
as stroke can be challenging and potentially misdiagnosed. Case Illustration: A 68-year-old woman presented with a sudden onset of left-sided weakness without chest or
back pain. Her past medical history revealed hypertension for five years with no history of acute stroke. On arrival,
her blood pressure was 101/65 mmHg, heart rate was 55 beats per minute, respiration rate was 26 times per minute,
and oxygen saturation was 90%. The patient was admitted to the hospital 2 hours after onset and was immediately
triaged to the code stroke response protocol. Neurological examination disclosed left hemiparesis (left motor
strength 1/5) with a positive Babinski reflex. The National Institutes of Health Stroke Scale (NIHSS) score was
14. A diastolic murmur was heard on the third intercostal space along the left sternal border. A non-contrast head
computed tomography (CT) showed no evidence of hemorrhagic stroke, while the chest X-ray indicated
mediastinal enlargement and cardiomegaly. Further evaluation by thoracic and abdominal CT angiograms showed
a tear in the ascending part of the aorta. The patient was diagnosed with stroke infarction, type A aortic dissection,
and severe aortic regurgitation. However, the patient refused to undergo a surgical procedure and was admitted to
the intensive care unit for conservative management integrated with neurology, which included regulation of
blood pressure and heart rate. Conclusion: AD with atypical symptoms requires timely recognition and immediate surgical repair. However,
conservative management is associated with a high incidence of early mortality. Keywords: type A aortic dissection, stroke infarction Conclusion: AD with atypical symptoms requires timely recognition and immediate surgical repair. Does His Bundle Pacing Have a Good Outcome? A Case of 66 Years Old Man, Presenting With
Recurrent Syncope D. Surya1, F. Yuliani1, H.E. Rasyid1, C.K. Krevani1
Dr. M. Djamil General Hospital1 Background: Syncope is a state of losing consciousness because of cerebral hypoperfusion that usually happens
in rapid onset, short duration, and is followed by spontaneous recovery. Approximately 3-5% of emergency cases
were presented as syncope. One of the causes was sinus node dysfunction (SND) which mostly needs to be treated
with permanent pacing. His bundle pacing (HBP) starts to be widely used as a modality pacing in patients with
SND because it was expected to have fewer clinical complications. We present a case of a 66-year-old man with
sinus node dysfunction who was successfully treated with permanent HBP. y
y
p
Case Illustration: A 66-year-old male presented with dizziness to the emergency room. The patient had a
blackout and collapsed for 3 seconds but was still aware of the surrounding. The patient also reported having
blackouts, dizziness, and syncope about 10 times in the last 2 years. The patient was admitted to the hospital 1
month ago because of having a syncope for 2 seconds. Electrocardiography showed a period of sinus paused and
we noticed sinus node dysfunction (SND) with atrial flutter. The patient was put on Holter monitor for a couple
of days and we used HBP as the permanent pacemaker for the patient. Conclusion: Sinus node dysfunction (SND) with bradyarrhythmia was one of the indications for placing a
pacemaker in this patient. We chose HBP as it was suggested to be able to prevent cardiomyopathy and reduced
the length of stay in the hospital if compared to other pacing. g
y
p
p
p
g
Keywords: his bundle pacing (HBP), recurrent syncope, sinus node dysfunction (SND), atrial flutter ECG from the first day of admission (above) and ECG after His Bundle Pacing placement (below) ECG from the first day of admission (above) and ECG after His Bundle Pacing placement (below) ECG from the first day of admission (above) and ECG after His Bundle Pacing placement (below) Case Illustration Case Illustration
A 44-year-old male patient, without any history of cardiovascular disease, was referred to our hospital due to
anterior wall STEMI Killip IV – cardiogenic shock 28 hours of onset after failed fibrinolytic. He remained chest
pain on admission and was hemodynamically unstable. Rescue PCI was performed, on angiography we found
acute total occlusion in mid LAD after D1 with high thrombus burden, LCX was not visualized on LCA
angiography. RCA was dominant without stenosis or thrombus, LCX was seen originating from common ostia
with RCA in RSV (type II), retro-aortic in course, traversing between the aortic root and left atrium, to its
distribution territory. Based on ECG and clinical appearance, LAD had a culprit lesion which we decided to stent. Angiography evaluation revealed TIMI 2-3 flow with residual thrombus. During the operation, patient had an
episode of pulseless VT/VF but ROSC achieved after CPR. He was intubated and mechanically ventilated. Optimal medical therapy including heparinization continued. On the next day the patient had worsening of
symptoms and was diagnosed to have uncompensated respiratory alkalosis. We optimized critical care
management and his hemodynamic status gradually improved on the 5rd day of hospitalization. He was discharged
home with stable condition after 12 days hospitalization and came to routine check-up without significant
symptoms. Background g
Anomalous left circumflex coronary artery (ALCx), as part of coronary artery anomalies (CAA), is a rare
phenomenon. We present an unusual case of an anomalous aortic origin of LCx in a middle-aged patient who
presented with acute coronary syndrome (ACS). Rare Incidental Finding of Anomalous Left Circumflex Artery Arising from Right Sinus Valsalva in
Acute Coronary Syndrome Patient F.A. Nurullah1, N.R. Utantyo1
Embung Fatimah Regional Public Hospital1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A RARE CASE OF PAINLESS TYPE A AORTIC DISSECTION PRESENTING AS ACUTE
ISCHEMIC STROKE However,
conservative management is associated with a high incidence of early mortality. Keywords: type A aortic dissection, stroke infarction Computed tomography angio of coronal and axial view-showing dissection in ascending aorta. Computed tomography angio of coronal and axial view-showing dissection in ascending aorta. Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-
doi: 10.30701/ijc.1537
Rare Incidental Finding of Anomalous Left Circumflex Artery Arising from Right Sinus Valsalva in
Acute Coronary Syndrome Patient Case Illustration A 29 years-old G4P3 female at approximately 12 weeks gestational age presented after feeling palpitations and
shortness of breath, several hours before admitted to emergency department. She denied chest pain and syncope. She denied any past medical history and taking any medications. Initial heart rate was 198bpm and blood pressure
was 80/50 mmHg. Chest X ray showed normal cardiac size. ECG showed SVT with short RP (>90ms). Laboratory
examination showed mild hypokalemia (3.03mEq/L) and mild hypocalcemia (1.05mEq/L). Electrical
cardioversion was done from 50 joule to 200 joule but there was no effect. In our hospital, adenosine, intravenous
beta blocker, intravenous verapamil were unavailable, also inability to do cardiac ablation. So the only choice was
intravenous digoxin 0,5mg. After 2 dose digoxin given, heart rate started to slowing down (110bpm) and
converted to sinus rhythm with delta wave (WPW pattern). After 2 days observation at ICU, heart rate was stable
at 70-90bpm. This patient was discharged because of financial problem and planned for echocardiography
examination at outward clinic. Background Background
Compared to the non-pregnant population, cardiac arrhythmias are rare in pregnancy, with an incidence of about
1.2 per 1000. Supraventricular Tachycardia (SVT) is the most common form of arrhythmia during pregnancy,
although often benign in nature, can be concerning. The management of SVT in pregnancy, varies slightly based
on the trimester of pregnancy. Conclusion Lack of choice (availability and safety) of anti arrhythmia drug and failure of electrical cardioversion was quite
challenging for this case. All antiarrhythmic drugs cross the placenta, but when necessary, medical treatment
should be used. Electrical cardioversion is safe during pregnancy, and catheter ablation can be performed in
selected patients, preferably with zero-fluoroscopy technique. A multidisciplinary approach is crucial to balance
maternal cardiac, obstetric and fetal considerations. Keywords: SVT, Pregnancy, WPW, Arrhythmia al Cardioversion to Convert Hemodynamic Unstable Supraventricular Tachycardia in
1st Trimester Pregnancy, What Should We Do? : a Case Report A. Leisyah1, B. Setiawan1
RSUD Sayang Kabupaten Cianjur1 Failure of Electrical Cardioversion to Convert Hemodynamic Unstable Supraventricular Tachycardia in
1st Trimester Pregnancy, What Should We Do? : a Case Report
A L i
h1 B S ti
1 Failure of Electrical Cardioversion to Convert Hemodynamic Unstable Supraventricular Tachycardia in
1st Trimester Pregnancy, What Should We Do? : a Case Report Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 y p
Conclusion Although type II ALCx was reported as benign variant, under several circumstances it posed to malignant risks. In the setting of ACS patient, recognizing this anomaly is crucial since failure to angiographically describe CAA
can cause inappropriate clinical decisions and complications during invasive procedure. Keywords: Anomalous left circumflex coronary artery (ALCx), Percutaneous Coronary Intervention, ST Keywords: Anomalous left circumflex coronary artery (ALCx), Percutaneous Coronary Intervention, S
segment elevation myocardial infarction (STEMI), Coronary artery anomalies (CAA), Congenital Heart Figure 1: RCA angiography showed LCX was seen originating from common ostia with RCA in RSV (type II) re 1: RCA angiography showed LCX was seen originating from common ostia with RCA in RSV (type II Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Failure of Electrical Cardioversion to Convert Hemodynamic Unstable Supraventricular Tachycardia in
1st Trimester Pregnancy, What Should We Do? : a Case Report Case Illustration A 44-year-old woman came to the Emergency Department (ED) complaining of palpitation. She denied any
shortness of breath, cough, or fever on the day of admission and had no history of cardiovascular disease. The
patient’s condition is compos mentis, with a pulse rate of 144 bpm. The physical examination revealed an irregular
heart rhythm without a murmur. An electrocardiogram (ECG) examination in the ED showed atrial fibrillation. The patient’s thorax X-ray showed bronchitis. COVID-19 rapid antigen test showed a positive result, so the patient
was planned for COVID-19 PCR swab in the isolation room. Three days later, the PCR swab showed a positive
result. Laboratory examination showed a total leukocyte count of 7030/µL, neutrophil-lymphocyte ratio (NLR)
of 0.73, and elevated D-dimer of 2200 ng/ml. The patient was treated with ceftriaxone, bisoprolol, azithromycin,
n-acetylcysteine, favipiravir, and fondaparinux. ECG examination was done every two days. The patient
underwent a PCR swab evaluation on the seventh day with negative results. Thorax X-ray evaluation showed no
bronchitis compared to the previous. ECG showed a sinus rhythm with a frequency of 66 bpm. Other workups
were not carried out due to limited facilities. The patient had no complaints and was discharged from the hospital
without any complications. Background g
Coronavirus Disease 2019 (COVID-19) has been infecting people around the world caused by Severe Acute
Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). COVID-19 generally presents with symptoms of fever,
cough, and shortness of breath. Cardiovascular problems have been reported in some COVID-19 patients,
including arrhythmia. Atrial fibrillation is one type of it. Paroxysmal Atrial Fibrillation in a COVID-19 Patient : A Case Report from Rural Area R. Ainunnahqi1, A.N. Famila2
1General Practitioner at Islamic Hospital Purwokerto, Indonesia
2Department of Cardiology and Vascular Medicine, Banyumas Regional Hospital, Indonesia R. Ainunnahqi1, A.N. Famila2
1General Practitioner at Islamic Hospital Purwokerto, Indonesia
2Department of Cardiology and Vascular Medicine, Banyumas Regional Hospital, Indonesia BACKGROUND Delayed presentation or latecomer of ST-elevation myocardial infarction (STEMI) and complicated by
cardiogenic shock (CS-STEMI) is a challenging scenario that commonly encountered in developing countries
which one in three patients does not survive. We present a successful comprehensive management in latecomer
CS-STEMI patient in the setting of remote area. CASE ILLUSTRATION A 42 year-old woman with a typical chest pain since 4 days prior admission was referred to our hospital after
being hospitalized in two hospitals. From first hospital, she was discharged with undiagnosed ACS. In second
hospitalization, she was treated as ACS patient by a non-cardiologist then was referred to our hospital. At our ED,
she was diagnosed as late onset extensive anterior STEMI KILLIP IV-cardiogenic shock, type-2 diabetes mellitus
with severe uncompensated metabolic acidosis, chronic kidney disease and secondary hepatic injury. Echocardiography showed reduced LV contractility (LVEF of 37%) and hypokinetic anterior wall. Her condition
quickly deteriorated as she had episodes of pulseless VT/VF terminated by successful CPR and DC shock. She
was intubated, mechanically ventilated and transferred to other PCI-capable hospital due to administration issue. Although as a late onset STEMI with unstable hemodynamic status, high risk primary PCI was performed. Coronary angiography showed acute total occlusion of proximal LAD. Successful PPCI to LAD was performed
with TIMI 3 flow result, hemodynamic status improved. She also underwent haemodialysis as her kidney function
worsened due to hypoperfusion state and contrast induced nephropathy. Patient was discharged in stable condition
after 22 days hospitalization. High Risk Percutaneous Coronary Intervention and Comprehensive Management in Life-Threatening
Latecomer ST-Elevation Myocardial Infarction Complicated by Cardiogenic Shock in Remote Area High Risk Percutaneous Coronary Intervention and Comprehensive Management in Life-Threatening
Latecomer ST-Elevation Myocardial Infarction Complicated by Cardiogenic Shock in Remote Area F.A. Nurullah1, N.R. Utantyo1
Embung Fatimah Regional Public Hospital1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion Atrial fibrillation can occur in COVID-19 patients. Several factors, including tissue injury, hypoxia, age, and
systemic infection, probably contribute. However, clear pathomechanism of this condition needs further
exploration. p
Keywords: Atrial Fibrillation, COVID-19, Rural Area Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
High Risk Percutaneous Coronary Intervention and Comprehensive Management in Life-Threatening
Latecomer ST-Elevation Myocardial Infarction Complicated by Cardiogenic Shock in Remote Area CONCLUSION “Time is muscle”, chances of recovery decrease with every passing minute, but timely reperfusion is challenging
in remote area due to resource constraints, delayed patient presentation and system delays which associated with
more complicated case, high-cost management and poorer outcome. Major integrated improvement is crucial to
reduce mortality and morbidity in STEMI patients. Keywords: Acute coronary Syndrome, ST-Elevation Myocardial Infarction, Cardiogenic Shock, Percutaneous
Coronary Intervention, Hemodialysis Figure 1: ECG showed ST elevation in lead II, III, aVF, V2-V6 and coronary angiography showed acute total
occlusion of proximal left coronary artery (LAD) Figure 1: ECG showed ST elevation in lead II, III, aVF, V2-V6 and coronary angiography showed acute total
occlusion of proximal left coronary artery (LAD) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Total Atrioventricular Block in Postpartum Total Atrioventricular Block in Postpartum A.S. Maulana1, A. Candra2, D. Ariyanti1, K.W. Putri3
RSD Dr Soebandi Jember1
Faculty of Medicine Universitas Jember2
Faculty of Medicine Airlangga University3 Background: Total atrioventricular block (TAVB) in postpartum is a rare case. Cases are few and management
is not yet standardized. The aim of this study was to investigate the risk factors for TAVB in postpartum. Case illustration: A 23-year-old P2A1 of 37 weeks gestation presented with frequent fainting since 5 months
ago. She had never any medical examination before. At presentation, her heart rate was 44 x/minute, and her blood
pressure was 147/76 mmHg. A 12-lead electrocardiogram (ECG) revealed a total AV block. The serum potassium
level was 2.6 mmol/L, and the chloride level was 113 mmol/L. Chest X-ray showed cardiomegaly. A temporary
pacemaker (TPM) was implanted. A transthoracic echocardiogram (TTE) was performed, which showed a
suspicion atrial septal defect (ASD). After 5 days of TPM, her intrinsic heart rate was still below 50 bpm and was
not returned to a normal sinus rhythm. A reversible cause, such as hypokalemia, has been resolved. Transesophageal Echocardiography (TEE) is performed to confirm the size and location of the ASD. However,
TEE revealed interatrial septum was intact. A permanent implant pacemaker (PPM) was recommended. Conclusion Background: Total atrioventricular block (TAVB) in postpartum is a rare case. Cases are few and management
is not yet standardized. The aim of this study was to investigate the risk factors for TAVB in postpartum. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology When Learning ECG Turns Into A Nightmare: A Rare Case Report Study of PVCs Conclusion Early detection of risk factors and treatment of reversible causes of total AV block in postpartum women are
needed to treat total AV block successfully Early detection of risk factors and treatment of reversible causes of total AV block in postpartum women are
needed to treat total AV block successfully. y
Keywords: Total atrioventricular block, pacemaker, postpartum Keywords: Total atrioventricular block, pacemaker, postpartum Figure 1. ECG showed a total atrioventricular block Figure 1. ECG showed a total atrioventricular block Background : Infective endocarditis (IE) is associated with a high risk of mortality and morbidity.1,2 Surgery has been the
treatment of choice for IE because of severe complications. The optimal timing of the surgery has been unclear.3,4
In particular conditions early surgery brings certain benefits, so to avoid further deterioration yet performing
surgery during the active phase of IE carries significant risk.4 Identification, risk stratification and early
consultation with cardiac surgeon is capital to determine the best therapeutic approach.3 Case Illustration: A 20-years-old female was admitted to emergency room with complaints of breathlessness,
tachypnea, palpitation, heaviness in chest at night, and dyspnoea on exertion, had undergone an appendectomy in
other hospital with one month history of prolonged fever. Physical examination revealed a regular heart rate with
systolic murmur sound heard on the apex. An electrocardiography (ECG) was sinus rhythm, heart rate
115x/minutes, bigeminy premature ventricular contraction (PVC). A blood examination revealed anaemia,
leucocytosis, thrombocytosis, electrolyte imbalance. A transthoracic echocardiography (TTE) dilatation of left
atrial and ventricle, an eccentric hypertrophic left ventricle, severe mitral regurgitation with possible vegetation
on anterior and posterior mitral leaflet. Patient was diagnosed with Infective Endocarditis (IE), severe Mitral
Regurgitation accompanied with acute heart failure, treated to IE protocol for 2 weeks with good response. The
patient was decided to get early surgery to mitral valve repair. The result was remarkable, with subsided symptoms
of heart failure and mild residual MR. Conclusion: Infective Endocarditis along with complications need apropriate treatment plan, The decision to
perform early surgery to this patient resulting favorable end, opening possibility to do it in regards of capitalizing
improvement of patient’s condition, shortening length of stay and cutting costs over scalable risk that present in
this patient. Keywords: INFECTIVE ENDOCARDITIS, EARLY SURGERY Early Surgery In Complicated Infective Endocarditis: To Accelerate Is To Be Appropriate A.M. Pardede1, T.M. Haykal1
RS Jantung Jakarta1 A.M. Pardede1, T.M. Haykal1
RS Jantung Jakarta1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 When Learning ECG Turns Into A Nightmare: A Rare Case Report Study of PVCs J. Budiono1, P.P.D. Yamin2, Haikal2, V. Pratama2, M.I.A. Nugraha3
Faculty of Medicine and Health Science, Atma Jaya Catholic University, Jakarta, Indonesia.1
Department of Cardiology, Gatot Soebroto Central Army Hospital, Jakarta, Indonesia.2
Faculty of Medicine, Universitas Pembangunan Nasional Veteran Jakarta, Indonesia.3 Background: Premature ventricular contractions (PVCs) are triggered from ventricular myocardium in variety of
circumstances and have been identified in broad-spectrum populations in which the vast majority of these patients
may experience no symptoms. Frequent PVCs are associated with reversible cardiomyopathy and sudden cardiac
death. However, research regarding post covid-19 infection and PVCs as a complication is still limited. Background: Premature ventricular contractions (PVCs) are triggered from ventricular myocardium in variety of
circumstances and have been identified in broad-spectrum populations in which the vast majority of these patients
may experience no symptoms. Frequent PVCs are associated with reversible cardiomyopathy and sudden cardiac
death. However, research regarding post covid-19 infection and PVCs as a complication is still limited. Case illustration: A 22-year-old man, a medical student, accidentally found PVCs during his ECG course in
cardiology clinical rotation. He was asymptomatic, had no personal history of syncope, did not take any
medication, and had no family history of sudden cardiac death. Results of his physical examination were normal,
and this was the first time he underwent ECG in which PVCs have been recognized (figure 1). History of covid-
19 infection with mild symptoms, 3 months before, was considered may be related to this condition. The patient
was suggested to undergo some laboratory tests, transthoracic echocardiogram, 24-h ECG Holter, and cardiac
MRI. All laboratory tests were within normal limits, but his echocardiogram and MRI showed reduced left
ventricle contractility function. His Holter revealed many couplets, triplets PVCs, and some run ventricular
tachycardias. Initial empirically guided medication with beta-blocker and other foundational therapy for LV
dysfunction have been given. Radiofrequency ablation of the PVCs could be an excellent therapeutic option if
there is no improvement in the patient’s follow-up ECG with medication only. Conclusion: This unique case report should prompt the performance of multicenter studies exploring the
prevalence of PVCs in subjects with apparently asymptomatic and normal hearts, especially those with history of
covid-19 infection. Keywords: Premature Ventricular Contractions, Post covid-19 infection, Electrocardiogram Figure 1. Patient’s ECG shows couplets PVCs and trigeminy PVCs Figure 1. Patient’s ECG shows couplets PVCs and trigeminy PVCs Keywords: INFECTIVE ENDOCARDITIS, EARLY SURGERY Pict 1. Echocardigraphy After Surgery Pict 1. Echocardigraphy After Surgery Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Acute Recurrent Purulent Pericarditis with Impending Cardiac Tamponade during Pandemic Situation.
A role of Intrapericardial Fibrinolysis Therapy: A Case Report g
p
Keywords: Purulent pericarditis, intrapericardial fibrinolysis, cardiac tamponade Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: Dilated Cardiomyopathy (DCM), Cerebrovascular Accident (CVA), Heart Failure, decrease
cerebral infarction Acute Recurrent Purulent Pericarditis with Impending Cardiac Tamponade during Pandemic Situation.
A role of Intrapericardial Fibrinolysis Therapy: A Case Report B.B. Dharmadjati1, M.D. Pratama1, M.R. Amadis1, A.F.D. Raharja1, M. Ramadhan1, D.R. Firmanda1, M.S. Tiyantara1
Department of Cardiology and Vascular Medicine, Airlangga University, Surabaya, Indonesia.1 Tiyantara1 Tiyantara
Department of Cardiology and Vascular Medicine, Airlangga University, Surabaya, Indonesia.1 Background: Purulent pericarditis(PP) is a localized pericardial space infection characterized by gross pus in the
pericardium or microscopic purulence. PP is relatively uncommon but a potentially life-threatening disease. Fibrin
formation in the first week is the key to the progression of PP to constrictive pericarditis and also cardiac
tamponade with increased mortality and morbidity. Intrapericardial fibrinolysis is a promising therapy that can
reduce the mortality risk and complications of PP. Case Illustration: A 36-year-old man was referred for the second time to our emergency department. The patient
complained of dyspnea and chest palpitations for a week which had worsened in the last two days. Physical
examination reveals hypotension, tachycardia, pulsus paradoxus, and elevated jugular venous pressure (JVP) as
signs of cardiac tamponade. The electrocardiogram shows low voltage in the limb leads and alternating electricity. Chest X-ray shows Erlenmeyer's sign. Echocardiography showed massive pericardial effusion on the right and
left laterals, apex, and base with right atrial collapse. Covid-19 rapid antigen swab was positive, but with negative
PCR swab. Urgent pericardiocentesis was performed. Staphylococcus aureus was found as the causative etiology. NSAID, colchicine, and intravenous antibiotic was given, and we administered 500.000 units of Streptokinase,
diluted in 20-50 mL normal saline through the catheter into the pericardial cavity via pigtail. This regimen was
performed 3 times at 8 hours intervals with good response and improved clinical status, the catheter was removed
when when the drain was <25 to 50 ml/24 hours, and echocardiography showed minimal or no effusion. The
patient was discharged after 14 days. g
p
diluted in 20-50 mL normal saline through the catheter into the pericardial cavity via pigtail. This regimen was
performed 3 times at 8 hours intervals with good response and improved clinical status, the catheter was removed
when when the drain was <25 to 50 ml/24 hours, and echocardiography showed minimal or no effusion. The
patient was discharged after 14 days. Conclusion: PP is a potentially life-threatening disease with high mortality and may cause serious complications. In this case, we performed comprehensive management of PP with the addition intrapericardial fibrinolysis that
leads to good outcomes for the patient. Background: g
Ventricular Septal Defect (VSD) is the most common of congenital heart malformation, accounting for 20-30%
of all congenital heart defect. This non cyanotic defect is marked by a ventricular shunt and affects blood flow to
the lung. Almost all types of VSD can be corrected. Surgery was once the first choice for VSD repair, but
nowadays, catheterization closure is preferred because it is less invasive. In recent years, transcatheter device
closure for ventricular VSD guided by transesophageal echocardiography (TEE) and fluoroscopy without contrast
has been used in our center. These report aims to describe the effectiveness of zero contrast transcatheter VSD
closure using double disk device in network hospital. Case Illustration: There were 7 cases of perimembranous VSD performed zero contrast transcatheter closure using double disk
device in Dr Saiful Anwar General Hospital Malang during October 2022 till March 2023. Zero contrast
transcatheter procedure was performed with Lifetech Konar-MF Occluder using double disk device with
retrograde transarterial approach under TEE and fluoroscopy guided. The patient’s mean age was 19.7±9.7 years
old (3-34 years old), and mean body weight was 49.5±18.4 kg (13-70kg). The median VSD size from TEE was
6.1 mm (4-9 mm), and the mean size of the occlusion device was 8.1±2.3 mm (5-12 mm). The mean fluoroscopy
times was 28.8±18.4 minutes (2-53 minutes). Using double disk device in variant size range 7/5 in 1 patient, 9/7
in 2 patients, 10/8 in 2 patients, 12/10 in 1 patient and 14/12 in 1 patient. Device displacement, pericardial
effusions, arrhytmia, residual shunt or new valve regurgitation were not observed during and after procedure. The
patients showed significant clinical improvement after the procedure. Zero Contrast Transcatheter VSD Closure using Double Disk Device: A Case Series from East Java
Network Hospital Zero Contrast Transcatheter VSD Closure using Double Disk Device: A Case Series from East Jav
Network Hospital I.M. Suprayoga1, H. Martini1, V.P. Yogibuana1 I.M. Suprayoga1, H. Martini1, V.P. Yogibuana1
Department of Cardiology and Vascular Medicine Faculty of Medicine Universitas Brawijaya1 I.M. Suprayoga1, H. Martini1, V.P. Yogibuana1
Department of Cardiology and Vascular Medicine Faculty of Medicine Universitas Brawijaya1 Department of Cardiology and Vascular Medicine Faculty of Medicine Universitas Brawijaya1 Dilated Cardiomyopathy with decreased eGFR as cause of cerebrovascular accident M.R.A. Putra1, D.N. Oetomo2, M. Maulydia3
Faculty of Medicine, Airlangga University, Surabaya, East Java, Indonesia 1
Dr. Soetomo General Academic Hospital, Surabaya, East Java, Indonesia 2, 3 Background : Dilated Cardiomyopathy (DCM) is characterized with left ventricle (LV) enlarged and poorly
contractile with ischemic cardiomyopathy being the most common type. Usually it will lead to a heart failure or
abnormal heart ryhtm, but sometimes it could lead to cerebrovascular accident (CVA) such as cerebral infarction
and cerebral haemorhage. Decreased eGFR in patient with DCM, increase the risk of CVA to happen. g
p
,
pp
Case Illustration : A 40 years old woman was referred to our emergency room with sudden loss of conciusness
after 2 weeks of hospitalization from another hospital. The patient presented with foot and hand edema, shortness
of breath, desaturation, and fatigue, with history of type II diabetes and controlled hypertension. ECG shows no
sign of LVH but found anterolateral ischemia (Inverted T in V1-V4), and CXR shows sign of cardiomegaly with
CTR around 60% with pneumonia aspiration. POCUS echo were done to assess the heart. The result showed
declined of LV sistolic function with ejection fraction 36%, LV remodelling (LVDMi 79.7, RWT 0.500), and
minimum mitral regurgitation. CT scan showed cerebral infarction and minimum haemorrhage. Laboratory
findings showed elevated serum creatinine and elevated ureum with eGFR 9ml/min/1.73m2. We also found
elevated infection marker, hypoalbuminemia and hyperglicemia. Patient with DCM were susceptible to
thrombosis due to blood clots (caused by systolic dysfunction and low eGFR) was associated with intracranial
arterial stenosis that lead to CVA. Management and treatment of DCM are in concordance with the guideline of
heart failure with treating any identifiable and reversible underlying causes. ACE-I and diuretic were already
given to the patient, but due to worsening desaturation, the patient went into the intensive care unit. After couple
days of treatment, the patient passed away because septic shock. Conclusion : DCM could lead to CVA besides heart failure or abnormal heart ryhtm, especially patient with
decreased eGFR. Dilated Cardiomyopathy with decreased eGFR as cause of cerebrovascular accident Keywords: Dilated Cardiomyopathy (DCM), Cerebrovascular Accident (CVA), Heart Failure, decreased eGFR,
cerebral infarction Keywords: Dilated Cardiomyopathy (DCM), Cerebrovascular Accident (CVA), Heart Failure, decreased eGFR,
cerebral infarction Keywords: Dilated Cardiomyopathy (DCM), Cerebrovascular Accident (CVA), Heart Failure, decreased eGFR,
cerebral infarction Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Zero Contrast Transcatheter VSD Closure using Double Disk Device: A Case Series from East Java
Network Hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: This serial cases has shown that zero contrast transcatheter VSD closure using double disk device is feasible, safe
and effective to be done in network hospital with good result. Keywords: VSD, transcatheter closure, zero contrast, outcome Keywords: VSD, transcatheter closure, zero contrast, outcome Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background : Arrhythmogenic cardiomyopathy (ACM) affects the right ventricle (RV), the left ventricle (LV), or both, whose
hallmark pathologic feature is the fibrofatty myocardial replacement that underlies the impairment of systolic
ventricular function and predisposes to potentially lethal ventricular arrhythmias, regardless of the severity of
pump failure. Recently, the interpretation of structural, functional, and tissue characterization by contrast-
enhanced cardiac Magnetic Resonance Imaging (MRI) has become a crucial imaging tool for the diagnosis of
ACM as a result of technological advancements and improved experience in this field. The objective of this case
study is to demonstrate the role of cardiac MRI in the diagnosis phenotype of ACM
C
ill
t
ti ABSTRACT ABSTRACT A Case of Arrhythmogenic cardiomyopathy (ACM): the role of Cardiac MRI A.B. Maharjito*
*Cardiology resident of The Department of Cardiology And Vascular Medicine
Faculty of Medicine Universitas Indonesia Case illustration : A 66 year-old-woman experienced dyspnea on effort for 3 years. Despite normal coroangiography, the patient has
a reduced left ventricular ejection fraction and multivocal PVC with non-sustained VT from holter examination. The patient underwent cardiac MRI that depict a reduced both RV and LV systolic function with dyskinesia in
apical RV and hypokinesia basal-apicoseptal LV, no myocardial edema, microinflammation and fat infiltration at
apex LV and RV. Padua criteria are criteria for diagnosis of the entire spectrum of phenotypic variants of ACM,
which not only included RV morpho-functional abnormality but LV as well. Our present case here met the criteria. Our case also showed that there was a fat infiltration at apex RV and LV, although this finding was not the part
of criteria for ACM. Co c us o
Cardiac MRI is a crucial imaging tool for the diagnosis of ACM, especially in terms of ACM phenotype. Conclusion Cardiac MRI is a crucial imaging tool for the diagnosis of ACM, especially in terms of ACM phenotype. Keywords: arrhythmogenic cardiomyopathy Padua criteria, cardiac MRI Keywords: arrhythmogenic cardiomyopathy Padua criteria, cardiac MRI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
A Case report of ST Elevation Myocardial Infarction (STEMI) in Young Woman: Shifting the Paradigm
A. Agustyana1, B.I. Maula2, Z. Muin2, M. Furqon1
Abdul Wahab Sjahranie General Hospital1
Abdul Rivai General Hospital2 BACKGROUND Total atrioventricular block (TAVB) is frequently become the conductive disturbance complication of acute
reinfarction. Inferior MI has low long-term mortality and greater reversibility than anterior MI which has higher
in-hospital and long-term mortality. Transient Symptomatic Total Atrioventricular Block Complicating Acute Anterior Reinfarction R. Hendiperdana1, I. Firdaus1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Indonesia, National
Cardiovascular Center Harapan Kita1 CASE ILLUSTRATION 44 old years man underwent PPCI stenting at proximal LAD of his acute anterior MI 2 days before presentation
at the previous hospital. Patient had acute stent thrombosis then underwent urgent PCI and developed TAVB with
idioventricular escape. In emergency department Cardiovascular Centre Harapan Kita, patient develop loss of
consciousness with blood pressure 57/30 mmHg, heart rate 20 -30 bpm and TAVB rhythm. Laboratory showed
increased serum lactate level 5.2. Patient was diagnosed with Total AV block caused by anterior MI. Patient was
planned for emergency temporary pacemaker (TPM) implantation. After 24 hours close monitoring, the patient
intrinsic rhythm resolved with spontaneous recovery. Patient was hemodynamically stable until discharge. Stent thrombosis of proximal stent of LAD will cause TAVB because of the source of the distal portion of the AV
node is originating from septal branch of LAD. Cardiogenic shock could be a manifestation of TAVB with
idioventricular escape. It is caused by extensive necrosis with higher in-hospital and long-term mortality, often
culminated in permanent pacemaker. However, spontaneous recovery of TAVB into sinus rhythm take place. This
could be caused by transient reversible ischemia of infra nodal region of AV node which supplied by septal
perforator branch in anterior infarction. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Case report of ST Elevation Myocardial Infarction (STEMI) in Young Woman: Shifting the Paradigm
A. Agustyana1, B.I. Maula2, Z. Muin2, M. Furqon1
Abdul Wahab Sjahranie General Hospital1
Abdul Rivai General Hospital2 Background: Although STEMI is more commonly associated with older adults and men, it can occur in younger
women as well. Young patients presenting with STEMI are an important and challenging subset, especially in
women. Cardiovascular disease in women tend to be missed diagnosed and untreated, causing greater mortality
in addition to more comorbidities. Case Illustration: A 29-years old woman with obesity (body mass index 48.4) presented in the emergency room
with recurrent isolated epigastric pain for the past 3 days accompanied with dyspnea and atypical chest pain. No
prior history of any life-threatening event such as cardiovascular event or syncope. An Electrocardiogram (ECG)
showed an extensive anterior STEMI (elevation in V1-6, I and aVL leads). Laboratory examination showed an
increase in troponins T, glucose level and LDL cholesterols in blood. There was a family history of type 2 diabetes
mellitus and hypercholesterolemia. Echocardiogram demonstrated anteroseptal and anterolateral walls
hypokinetic with decreased ejection fractions. After given initial treatment, patient was transferred to PCI-capable
hospital to performed cardiac catheterization and total occlusion of proximal LAD was revealed. It was
successfully treated with a balloon stent. y
Conclusion: The suspicion for myocardial infarct (MI) in younger age should be increased especially for women
with risk factors and careful examination should be performed to prevent misdiagnosis. Diabetes mellitus and
obesity are common risk factors in women with young age. The necessity to improve of focused management and
primary prevention in younger patients are much needed, especially women, was important due to worse outcome. Keywords: STEMI, Young Age, Women, Total Occlussion ECG examination during chest pain demonstrating elevation in extensive anterior/anterolateral ECG examination during chest pain demonstrating elevation in extensive anterior/anterolateral CONCLUSION This case reporting a TAVB case during the course of acute anterior reinfarction and developed spontaneous
resolution to sinus rhythm. Mechanisms of spontaneous resolution of TAVB in the setting of acute MI is
associated transient ischemia after occlusion of proximal LAD. Keywords: total AV block, Bradycardia, Stent Thrombosis
ECG Presentation in Emergency Ward National Cardiovascular Centre Harapan Kita. The ECG showed Total
AV Block with Wide Complex Escape Rhythm Keywords: total AV block, Bradycardia, Stent Thrombosis ECG Presentation in Emergency Ward National Cardiovascular Centre Harapan Kita. The ECG showed Total
AV Block with Wide Complex Escape Rhythm Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology timal Timing of Renal Replacement Therapy for favorable Outcome in Patients with Acute Kidney
Injury (AKI) Following a Coronary Artery Bypass (CABG) Surgery: The Sooner, The Better? B. Dewanggi1, N.R. Muttaqiin1, N.A. Tafriend2, D. Bima3
1General Practitioner of Intensive Care Unit, Gatot Subroto Presidential Hospital, Jakarta, Indonesia
2Cardiologist, Gatot Subroto Presidential Hospital, Jakarta, Indonesia
3Anesthesiologist-Consultant of Intensive Care Gatot Subroto Presidential Hospital Jakarta Indonesia g
p
Anesthesiologist-Consultant of Intensive Care, Gatot Subroto Presidential Hospital, Jakarta, Indonesia Background: Acute kidney injury (AKI), defined as a rapid deterioration of kidney function, is a major
complication associated with cardiac surgery. Its incidence ranges from 8.9 to 42.5% and was related to poorer
outcomes, ICU length of stay, and mortality, especially in severe AKI when renal replacement therapy was
needed (RRT-AKI). Some scores such as Cleveland Score and AKICS score were developed to predict CSA-
AKI (post-cardiac surgery AKI) and RRT-AKI so that early recognition and treatment can be done. Here we
present a case of a post-CABG CSA-AKI patient which getting better after early initiation of continuous renal
replacement therapy (CRRT). p
py
Case illustration: a 44-year-old man with Coronary Arterial Disease following three vessels (CAD 3 VD), a
history of CHF, COPD, LVEF 29%, and Diabetes Mellitus, underwent CABG with a total CPB time of 2 hours
and 50 minutes. According to the AKICS Score (score=14~21.8% risk of AKI) and Cleveland Score
(score=6~7.8 to 9.5% risk of dialysis), he was at risk of post-cardiac surgery AKI and RRT. So that, when
twelve hours later, the creatinine level was increased 1.7-fold from baseline and he was oliguria which is
unresponsive to the furosemide infusion, we decide to perform CRRT. The patient’s condition improved and the
diuresis was increased to 1.6 ml/kg/hour. On the 3rd-day post operations, he was stable enough to discharge
from the intensive care unit. Conclusion: Using scores to predict the patients who are at risk of CSA-AKI and RRT-AKI may improve
prognosis and also help clinicians to decide the appropriate timing for initiating therapy to achieve a favourable
outcome. eywords: acute kidney injury, Coronary artery bypass graft, continues renal replacement therapy Keywords: acute kidney injury, Coronary artery bypass graft, continues renal replacement therapy Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A male, 56 yo came to Rumah Sakit Saiful Anwar Malang with stable angina pectoris (Class III symptoms with
medical therapy) planned for elective cardiac catheterization with routine medical treatment. During PCI, he
complain the chest pain and from cineangiography evaluation showed no flow at the diagonal branch because of
the acute thrombosis. Then got thrombosuction and got white thrombus. After PCI procedure he got fibrinolytic
with streptokinase 1.5 million unit for 60 minutes. He transfered to CVCU to observation and discharge after 5
days. Discussion Stent thrombosis based on ARC criteria include based on gradation (definite, probable, and possible stent
thrombosis), based on onset (early, late, and very late). Anticoagulant therapy during PCI procedure has been
focus of several clinical trial related to occur complication during or after PCI, for example stent thrombosis. Based on previous study showed a similar degree of evidence of thrombolytic treatment compared with
percutaneous angioplasty in the management of stent thrombosis from symptom onset to reperfusion was less than
2 hours A MALE 56 YEAR OLD WITH ACUTE STENT THROMBOSIS WHEN PERCUTANEOUS
CORONARY INTERVENTION, WHAT ARE THE PREDICTORS? M.S. Rohman1, H.I. Millisani1
RSUD dr. Saiful Anwar1 Background Stent thrombosis is the complete occlusion of a coronary arteries of previously implanted stent which unusual
complication that occur in percutaneous coronary intervention (PCI), development of myocardial ischemia and
poor prognosis for the patient. The etiology of acute stent thrombosis were multifactorials and early detection can
reduce mortality rate. Pathophysiology of Mitral Annular Disjunction: A Case Report I.W.P. Wisuda1, N.M.A.W. Sari2
1Cardiology Specialist Study Program, Faculty of Medicine Udayana University/Prof. Ngoerah Hospital,
Denpasar, Indonesia
2Department of Cardiology and Vascular Medicine, Prof. Ngoerah Hospital, Denpasar, Indonesia I.W.P. Wisuda1, N.M.A.W. Sari2
1Cardiology Specialist Study Program, Faculty of Medicine Udayana University/Prof. Ngoerah Hospital,
Denpasar, Indonesia
2Department of Cardiology and Vascular Medicine, Prof. Ngoerah Hospital, Denpasar, Indonesia I.W.P. Wisuda1, N.M.A.W. Sari2 Background: Mitral Annular Disjunction (MAD) is a structural abnormality defined as the separation of the
junction of the mitral valve annulus-wall of the left atrium with the basal aspect of the posterolateral left ventricle. The incidence of MAD is estimated to be 51% in patients with myxomatous mitral valve, 32.6% in the context of
MVP, and 25.9% in severe mitral valve regurgitation. Case Illustration: A 61-year-old woman came to the cardiology clinic at Prof. Ngoerah Hospital with a referral
from oncology clinic with a diagnosis of right and left breast cancer post right Modified Radical Mastectomy pro
chemotherapy AC-T (Adriamycin Cyclophosphamide-Taxol). Physical examination, laboratory, and chest X-ray
were within normal limits. Echocardiographic examination found dilated left atrium, LV eccentric hypertrophy,
EF Biplane 63.4%, LV diastolic function intermediate, TAPSE 24 mm, global normokinetic, mild MR with mitral
annular displacement in PLAX view, eRAP 8 mmHg. The patient was then diagnosed with mild MR with mitral
annular displacement with a Cardiotoxicity Risk Score of 5 (high) with therapy ramipril 1x2.5 mg, carvedilol
2x3.125 mg and simvastatin 1x20 mg with echocardiographic evaluation in 3-6 months. Mitral annular
contractility contributes significantly to mitral valve function. Shortening of the annular diameter during systole
facilitates coaptation of the mitral valve leaflets. The presence of MAD impairs valve coaptation. MAD has
implications for ventricular arrhythmias and sudden cardiac death. Mitral valve repair in severe mitral
regurgitation through surgery in the form of sewing a ring to attach the leaflet to the ventricular myocardium. In
this case, mild MR was obtained, so medical management was carried out. Conclusion: The presence of MAD impairs valve coaptation, resulting in MR. Severe MR should be corrected
by surgery, however milder cases can be managed conservatively. Keywords: mitral annular disjunction, mitral valve prolapse, MAD management Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Percutaneus Transluminal Angioplasty Utilizing Carbon Dioxide Contrast in Chronic Limb Threatening
Ischemia patient with Renal Failure S.M.A. Sabara1, S. Adiarto1 S.M.A. Sabara1, S. Adiarto1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Indonesia1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Percutaneus Transluminal Angioplasty Utilizing Carbon Dioxide Contrast in Chronic Limb Threatening
Ischemia patient with Renal Failure Conclusion Stent thrombosis is a feared complication during and after primary PCI because it is associated with high
mortality. The mechanisms by which ST arises are complex and multifactorial and must be early detection. Keywords: Acute stent thrombosis, Percutaneous coronary intervention Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Percutaneus Transluminal Angioplasty Utilizing Carbon Dioxide Contrast in Chronic Limb Threatening
Ischemia patient with Renal Failure Case Illustration A 20-year-old-man complained of shortness of breath, abdominal distention, and decrease urine output for 5 days
before admission. His previous medical history was severe mitral stenosis (MVA by planimetri 0.6cm, Wilkins
score 9) with preserved LV ejection fraction (63%) with reduced RV function (TAPSE 11 mm). Right sided
pleural effusion, pulmonary edema, and cardiomegaly were noted by chest x-ray. Abdominal ultrasound showed
normal sized kidney, massive ascites, and hepatomegaly accompanied with distention of hepatic vein. Reduced
kidney function was noted (Ur 96 Cr 1,59 UO: 600-700 cc/day). y
y
We managed him with optimal continuous infusion dose of furosemide and dobutamine in combination with
spironolactone within first week yet failed to improve symptoms, congestion, and urine output (650-750 cc/day)
significantly. Further, pleurocentesis was performed, resulting 600cc plural fluid drained. Nevertheless remained
unchanged the symptoms. Eventually, we decided to perform abdominocentesis with result of 2500 cc of fluid
drained which decreased abdominal circumference from 121 to 96 cm. Two days after procedure, there were
improvement of symptoms, congestion, and renal function (Ur 32 Cr 0,9) accompanied with increase urine output
(1500-1700cc/day). Background Background
Renal dysfunction in heart failure has been linked to both reduced perfusion and increased congestion (central
venous pressure). Renal tamponade hypothesis said that compression of renal structures caused by the limited
space for expansion (increase interstitial space) contributes to worsening renal function in heart failure. C
i Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Indonesia1 Herry1
Department of Cardiology and Vascular Medicine, Kariadi General Hospital, Semarang, Indonesia1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 mprovement of Renal Function after Abdominal Decompression in Heart Failure Caused by Mitral
Stenosis : The Renal Tamponade Hypothesis D.Y. Kurniawan1, I.P. Farissa1, F. Tandri1, M.F. Ahnaf1, Y. Herry1
Department of Cardiology and Vascular Medicine, Kariadi General Hospital, Semarang, Indonesia1 D.Y. Kurniawan1, I.P. Farissa1, F. Tandri1, M.F. Ahnaf1, Y. Herry1
Department of Cardiology and Vascular Medicine, Kariadi General Hospital, Semarang, Indonesia1 D.Y. Kurniawan1, I.P. Farissa1, F. Tandri1, M.F. Ahnaf1, Y. Herry1
Department of Cardiology and Vascular Medicine, Kariadi General Hospital, Semarang, Indonesia1 Department of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Indonesia1 Background: At the present times, more than 202 million patients suffered from peripheral arterial disease
(PAD) worldwide. Chronic limb-threatening ischemia (CLTI) often need lower extremity amputation, and the
aftermath could be worse. For the patient with CLTI and chronic renal disease (CKD) who need endovascular
therapy, iodinated contrast could enhance the risk of contrast-induced nephropathy (CIN). In high-risk patients
who were allergic to iodinated contrast material and for those with renal insufficiency Hawkins in the 1970s
pioneered the intra-arterial application of carbon dioxide (CO2) gas angiography to reduce the volume use of
iodinated contrast. Objective: This report is aimed to emphasize the usage of CO2 contrast agent in PTA for the patients with renal
dysfunction in order to prevent further loss of renal function Case Illustration: An 80-years old man referred to National Cardiovascular Center Harapan Kita with the chief
complaint of independent rest pain and non healing wound in his left forefinger, in accordance with the criteria
CLTI. The duplex ultrasound showed total occlusion at left anterior tibialis artery. The patient then undergone
percutaneous transluminal angioplasty (PTA) procedure using Carbon Dioxide (CO2) contrast agent and using
Plain Old Balloon Angioplasty (POBA) technique for revascularization. The flow to the distal of left anterior
tibialis artery returned using only 30 ml of Iodinated contrast. The follow up of this patient showed no increase
of serum creatinine level and eGFR Conclusion: Endovascular therapy in patient with CLTI with high risk of operation is feasible to be performed in
patient with CKD utilizing the carbon dioxide contrast agent in order to minimize the usage of iodinated contrast
avoiding further loss of renal function. In this case report, the procedure has performed successfully without
increase in serum creatinine and decrease of GFR. Keywords: carbon dioxide contrast, limb ischemia, percutaneous transluminal angioplasty Keywords: carbon dioxide contrast, limb ischemia, percutaneous transluminal angioplasty
Percutaneous Transluminal Angiography Procedures on this patient shows occlusion in anterior tibialis artery
with Carbon Dioxide contrast (left) and Iodized contrast (right) Percutaneous Transluminal Angiography Procedures on this patient shows occlusion in anterior tibialis artery
with Carbon Dioxide contrast (left) and Iodized contrast (right) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Improvement of Renal Function after Abdominal Decompression in Heart Failure Caused by Mitral
Stenosis : The Renal Tamponade Hypothesis
D.Y. Kurniawan1, I.P. Farissa1, F. Tandri1, M.F. Ahnaf1, Y. Conclusion In this case, the Renal Tamponade Hypothesis proposes that abdominal decompression can lead to improved renal
function in patients with heart failure. This finding suggests that further research is warranted to investigate the
potential of this approach as a novel therapy for managing renal dysfunction in heart failure patients. Keywords: Mitral Stenosis, Heart Failure, Ascites, Abdominocentesis, Renal Tamponade words: Mitral Stenosis, Heart Failure, Ascites, Abdominocentesis, Renal Tamponade BACKGROUND Diabetes increases the need for pacemaker and other complications including hyperkalemia. In severe conditions,
hyperkalemia induced cardiac conduction disturbances and arrhythmias, but the clinical symptoms that appear do
not only depend on blood potassium levels but also due to the use of drugs and co-morbidities. CASE ILLUSTRATION A 69-year-old woman came to our hospital with signs of acute heart failure, she has history of type II DM and
hypertension, no history of previous heart disease. The patient regularly consumes bisoprolol and other drugs. At
the presentation the patient's vital signs was relatively stable except for decreased pulse up to 30 beats per minute. On ECG examination we found atrial to ventricular conduction block and disappearance of the P wave. Due to
limited facilities, initial management was carried out by giving atropine but administration of a maximum 3 mg
showed a poor response with a progression to cardiogenic shock. We decide to use dopamine then. Severe
hyperkalemia is treated with triple drug therapy; calcium gluconate together with a combination of 40% dextrose
infusion and insulin Aspart, as well as salbutamol’s nebulization, all of which are carried out under the supervision
of the emergency room. Failure of an adequate response and worsening of shock led to sodium bicarbonate
infusion and initiation of norepinephrine. The patient's condition improved 12 hours later with the return of
hemodynamic stability. The patient was then referred to a higher center. M.A. Wakasaputra1, K. Saleh1, A.F. Ghaznawie1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Hasanuddin1 M.A. Wakasaputra1, K. Saleh1, A.F. Ghaznawie1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Hasanuddin1 Partial Resolution of LA Thrombus in Mitral Stenosis after Optimal VKA Treatment
Dr. M. Archie Wakasaputra, Dr. dr. Khalid Saleh, Sp.PD-KKV, dr. Aussie F. Ghaznawie, Sp.JP(K)
Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Hasanuddin
Abstrak Background : Left Atrial (LA) thrombus until now still remains as the main reason of morbidity in mitral stenosis
due to rheumatic heart disease. This condition caused by slow and static blood flow in left atrial due to stenosis
in mitral valve and corresponding arrhytmia like atrial fibrillation can aggravate static blood flow. Some research
claims that prevalence of LA thrombus is 5 – 27% in atrial fibrillation patient due to mitral stenosis Case Illustration : We reported a 37 years old man with mitral stenosis, LA thrombus and corresponding atrial
fibrillation. Transthoracal echocardiography showed 4,6 x 2,3 cm thrombus in left atrial. Thus, we preceded to
treat with warfarin 2 mg/day. After 3 months of anticoagulation, we re-examine transthoracal echocardiography,
and we found the size of preexisting thrombus decreased to 2,4 x 2,3 cm. p
g
Conclusion : LA thrombus is a long term complication in mitral stenosis plus atrial fibrillation, this situation is
caused by Virchow’s triad : abnormal blood flow, abnormal vessel structure and abnormal blood constituents. To
treat this condition, we need a medicine that can work as thrombolytic. In this report, we found that the use of
anticoagulant like Vitamin K antagonist (warfarin), has thrombolytic properties in addition to its anticoagulant
properties through thrombin-activated fibrinolysis inhibitor (TAFI) mechanism. In one study, warfarin has an
additional nature as thrombolytic by reducing plasma TAFI which then cause thrombolytic action in preexisting
thrombus. Keywords : Left Atrial Thrombus, Mitral Stenosis, Atrial Fibrillation, Vitamin K Antagonist, Virchow’s triad,
Warfarin, Fibrinolysis, Thrombin-Activated Fibrinolysis Inhibitor Keywords: left atrial thrombus, mitral stenosis, atrial fibrilation, vitamin K antagonist, warfarin Keywords: left atrial thrombus, mitral stenosis, atrial fibrilation, vitamin K antagonist, warfarin Indonesian Journal of
Cardiology EMERGENCY TREATMENT OF THE RARE HYPERKALEMIA INDUCED SYMPTOMATIC
BRADICARDIA IN A DIABETIC TYPE II PATIENT, WHATS TO USE? S. Ashari1, P.S. Bustanul1
RSUD H. Abdul Manap1 Keywords: Bradycardia, Hyperkalemia, DM. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 CONCLUSION In our patient, administration of dopamine and triple therapy alone was unable to control hemodynamics, so
sodium bicarbonate and norepinephrine infusion were needed to restore the patient's general condition until finally
referred to a higher center. KEYWORD : Bradycardia, Hyperkalemia, DM. Keywords: Bradycardia, Hyperkalemia, DM. Keywords: Bradycardia, Hyperkalemia, DM. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Inferior STEMI Induces Cardiogenic Shock, Sinus Bradycarida with First Degree AV-Block in Type 2
Diabetes Patient: How We Optimize the Treatment in Life-Threatening and Poor Outcome Patients in
Type C Rural Hospital AORTIC DISSECTION IN MARFAN SYNDROME: A DIAGNOSTIC APPROACH R.G. Adam1, A.H. Alkatiri1, A.F. Ghaznawie1
Hasanuddin University1 Background: The prevalence of Marfan syndrome(MFS)cases is estimated to be 1 per 5,000 population and 26%
of patients have no family history of similar disease.Aortic dissection (AoD) is the main cause of death in MFS
patients, with a mortality rate of approximately 1-3%.Medical treatment might not cure nor restore anatomical
and physiological functions,however it could reduce the progression and severity of symptoms.This case report
discusses MFS and AoD diagnosis and their treatment. Case illustration: A 33-years old man came with a main complaint of intermittent shortness of breath in the last
month and worsens for the last week. There was hypertension history and cardiovascular disease history in the
family, where the patient's uncle died at the age of 40-years old with a tall stature.The patient also had a history
of visual acuity problem.Physical examination using the Ghent criteria revealed a score of 10, and investigations
showed widening of the aortic root on echocardiography.A thoracal computed tomographycan revealed
AoD,hence the patient was diagnosed with a working diagnosis of congestive heart failure New York Heart
Association (NYHA)class III,MFS, and AoD Stanford A.The patient did not approve for surgical treatment,
therefore conservative treatment was opted with ACE-inhibitor and beta-blocker drugs as well as education for
physical activity restrictions. Conclusion: Young patients <40-years old with AoD should be suspected of MFS.Aortic root disease occurs in
approximately 50-60% of adult Marfan syndrome patients and could easily be detected on
echocardiography.Aortic root disease causes progressive aortic root aneurysms and is a major cause of morbidity
and mortality in MFS.Diagnosis and treatment of MFS requires multidisciplinary management.A thorough
physical examination,eye exam, genetic evaluation, radiography,and echocardiography are routinely
recommended for clinical diagnosis.The Ghent criteria is useful for MFS diagnosis.Treatment must be tailored to
clinical manifestations, because each patient has varying degrees of organ involvement. Keywords: Marfan syndrome, aortic dissection, echocardiography, aortic root A Diagnostic Challenge in Peripartum Cardiomyopathy with Chronic Kidney Disease: A Case Report
B.B. Pratiwi1, A.A. Asmiragani2
General Hospital dr. Soediran Mangun Soemarso1
General Hospital Universitas Brawijaya Malang2 A Diagnostic Challenge in Peripartum Cardiomyopathy with Chronic Kidney Disease: A Case Report
B.B. Pratiwi1, A.A. Asmiragani2
General Hospital dr. Soediran Mangun Soemarso1
General Hospital Universitas Brawijaya Malang2 Diagnostic Challenge in Peripartum Cardiomyopathy with Chronic Kidney Disease: A Case Report A Diagnostic Challenge in Peripartum Cardiomyopathy with Chronic Kidney Disease: A Case Report
B.B. Pratiwi1, A.A. Inferior STEMI Induces Cardiogenic Shock, Sinus Bradycarida with First Degree AV-Block in Type 2
Diabetes Patient: How We Optimize the Treatment in Life-Threatening and Poor Outcome Patients in
Type C Rural Hospital Sinus Bradycardia with First Degree AV-Block and ST-segment elevation in leads II, aVF Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Inferior STEMI Induces Cardiogenic Shock, Sinus Bradycarida with First Degree AV-Block in Type 2
Diabetes Patient: How We Optimize the Treatment in Life-Threatening and Poor Outcome Patients in
Type C Rural Hospital Inferior STEMI Induces Cardiogenic Shock, Sinus Bradycarida with First Degree AV-Block in Type 2
Diabetes Patient: How We Optimize the Treatment in Life-Threatening and Poor Outcome Patients in
Type C Rural Hospital W. Fathurrachman1, A.Sunata2
Sambas General Hospital1
Department of Internal Medicine of Sambas General Hospital2 Background: Inferior ST Segment Elevation Myocardial Infarction (STEMI) is a life-threatening condition. Almost 40% of the STEMI cases are inferior STEMI. Some complications that can occur because of inferior
STEMI are supraventricular Arryhmia, conduction blocks, right ventricular infarction. This condition can impair
blood to the left ventricle and make the left ventricular underfilled, thus leading to Cardiogenic Shock. g
g
Case illustration: A 69-year-old woman was admitted to the emergency department from other hospital with dull
retreosternal chest pain for 25 hours. She was in acute distress secondary to the pain. She had a history of diabetes. This patient was diagnosed befored in other hospital with inferior STEMI, type 2 diabetes and congestive heart
failure and was treated with fluids, diuretics, PPIs, rapid-acting insulin, antiplatelets, ARBs, beta blockers, nitrates,
lactulose, and sucralfate. The next day, patient's blood pressure dropped to 60/palpation. She was then referred to
our hospital. On arrival, the patient was in pain with a blood pressure 70/palpation, a pulse of 51 bpm, 24 breaths
per minute, 100% oxygen saturation with 4 lpm oxygen therapy via a nasal cannula. General examination revealed
cold extremities. The ECG showed sinus bradycardia with ST elevation in leads II, aVF, ST depression in leads
I, aVL and First-Degree AV Block. The patient’s diagnosis was Sinus Bradycardia with Inferior STEMI Killip
IV (Dry and Cold) with 25 hours onset, Cardiogenic Shock, First Degree AV-Block, and DM Type-2. In the ED,
the patient received fluids, Oxygen, Dual antiplatelet therapy, rapid-acting insulin, unfractionated heparin,
ionotropes. Even without revascularization, the patient was alive and the discharge after 6 days treated in the
intensive care unit. Conclusion: Adequeate and apropriate management inferior STEMI may prevent life-threatening complications
such as cardiogenic shock, conduction blocks especially in rural Hospital without availability of revascularization
facility. Keywords: Inferior STEMI, Cardiogenic Shock, AV-Block, DM Type 2, Rural. Sinus Bradycardia with First Degree AV-Block and ST-segment elevation in leads II, aVF Keywords: Inferior STEMI, Cardiogenic Shock, AV-Block, DM Type 2, Rural. Conclusion The diagnosis of PPCM should be considered anytime a woman presents with even mild symptoms of heart failure
in the last month of pregnancy or within the first 5 or 6 postpartum months. Early diagnosis is important and
effective treatment is needed to decrease further complications such as chronic kidney disease. Case Illustration A 34-years old woman with a history of preeclampsia pregnancy a year ago presented in the emergency
department with symptoms of orthopnea, paroxysmal nocturnal dyspnea, and leg swelling for two days before
admission. In 2 months postpartum, she also had similar symptoms and was hospitalized in a private hospital. The
cardiologist prescribed her Clonidin and Propanolol as anti-hipertensive medications but she only took them for
two months. The physical examination showed blood pressure of 200/120 mmHg, tachycardia, no jugular venous distension,
bibasilar crackles with decreased air entry at bases, pitting edema of legs, and SpO2 (oxygen saturation) of 89%. A
chest
X-ray
study
showed pulmonary
oedema
with
bilateral
pleural
effusion
and
cardiomegaly. Electrocardiography showed sinus tachycardia and poor R-wave progression. An echocardiogram
performed on hospital day revealed aleft ventricular systolic dysfunction (ejection fraction 43%) and mitral
regurgitation. The initial laboratory findings showed the levels of urea 212 mg/dl; creatinine 18.5 mg/dl; and
eGFR 2.0 mL/min/1.73m2. Cardiac marker couldn’t be done because of limited facilities. The patient was monitored in the intensive care unit (ICU). IV (intravenous) Furosemide and Nefrosteril were
administered for the intial treatment. She required three hemodialysis sessions. The patient continued to improve
clinically after therapy and still routinely undergoing routine hemodialysis two times one week. Background g
Peripartum cardiomyopathy is a potentially life-threatening pregnancy-associated disease that develops in the last
trimester of pregnancy to 5 months postpartum. It is characterized by left ventricular dysfunction and heart
failure. Symptoms of heart failure resemble those of a healthy pregnancy, making it challenging to diagnose and
often resulting in a delay in diagnosis. Here, we present an unsusual case of PPCM complicated by chronic kidney
disease. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 AORTIC DISSECTION IN MARFAN SYNDROME: A DIAGNOSTIC APPROACH Asmiragani2 A Diagnostic Challenge in Peripartum Cardiomyopathy with Chronic Kidney Disease: A Case Report B.B. Pratiwi1, A.A. Asmiragani2
General Hospital dr. Soediran Mangun Soemarso1
General Hospital Universitas Brawijaya Malang2 General Hospital Universitas Brawijaya Malang2 Background Background
Up to 10% of all DVTs are UEDVT. AV graft failure which manifests as AV graft thrombosis is a form of
secondary UEDVT. It was considered as a major clinical event because it is strongly associated with increased
mortality. Arteriovenous Graft Thrombosis: Upper Extremity DVT in AV Graft Failure Post Covid-19 at Prof Dr.
IGNG Ngoerah Hospital I.W. Gunawan1, B.A.P. Sutanegara1, A.P. Suwirya1
Division of Vascular Division, Department of Cardiology and Vascular Medicine, Prof Dr. IGNG Ngoerah
Hospital, Denpasar, Indonesia1 I.W. Gunawan1, B.A.P. Sutanegara1, A.P. Suwirya1
Division of Vascular Division, Department of Cardiology and Vascular Medicine, Prof Dr. IGNG Ngoerah
Hospital, Denpasar, Indonesia1 g
Conclusion Management of predisposing factors & risk of thrombosis, maintain adequate HD were crucial on the future to
improve strategy for early detection of thrombotic recurrence and subsequent management AV graft thrombosis
for optimal treatment outcomes. Keywords: Peripartum Cardiomyopathy; Chronic Kidney Disease; Hypertension Peripartum Cardiomyopathy; Chronic Kidney Disease; Hypertension Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Arteriovenous Graft Thrombosis: Upper Extremity DVT in AV Graft Failure Post Covid-19 at Prof Dr. IGNG Ngoerah Hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 y
Case Illustration A male, 52 years old, complained swelling of the right hand since two weeks. There was a history of it one year
before, DM with insulin, hypertension, CKD on regular HD. Venography one year ago revealed of total occlusion
of the right innominate vein, also AVF RC pseudoaneurysm by duplex US. Then performed ligation of right AV
BC shunt and Pseudoaneurysm, installation of left AV BC shunt. Temporary venous tunnelling access also
experiencing recurrent thrombosis. That also aggravated by the patient was confirmed Covid-19 before. Physical
examination revealed right upper extremity was oedema. Increased D-dimer (2.56 Ug/mL), decreased LV systolic
function (EF BP 43.4%), with RWMA. Right upper extremity Duplex US shows thrombus appears in the right
brachial vein with diameter of 7.4 x 6.8 mm (short axis), 19.2 x 4.3 mm (long axis) (Figure 1. Despite Well's
score support the diagnosis was established with UEDVT, patients are treated by anticoagulant warfarin at a dose
according to INR, failure, CAD, antihypertensives therapy, insulin, HD regular 3 times a week with heparin. Conclusion Respiratory Failure and Cardiogenic Shock in Advanced Heart Failure Patient: A Case of Survivor
without Mechanical Circulatory Support Device
W. Tussakinah, C.I. Rahayu, B. Widyantoro
EMC Sentul Hospital, Sentul, Bogor Respiratory Failure and Cardiogenic Shock in Advanced Heart Failure Patient: A Case of Survivor
without Mechanical Circulatory Support Device
W. Tussakinah, C.I. Rahayu, B. Widyantoro
EMC Sentul Hospital, Sentul, Bogor Respiratory Failure and Cardiogenic Shock in Advanced Heart Failure Patient: A Case of Survivo
without Mechanical Circulatory Support Device W. Tussakinah, C.I. Rahayu, B. Widyantoro
EMC Sentul Hospital, Sentul, Bogor y
CASE ILLUSTRATION A 62 – year –old male admitted to ED with excessive shortness of breath from 30 minutes before. He felt shortness
of breath graduating for a week. They were chest discomfort, fever, and wet cough reported. The patient was a
smoker for 3 packs/day and had been diagnosed with heart failure while hospitalized 5 months before. He took
medicine not regularly; spironolactone 25mg OD and valsartan 80mg OD. He denied history of myocardial
infarction, stroke, hypertension, dyslipidemia and diabetes. In ED, The patient fully alert and gasping, his blood
pressure was 90/50, HR 130 bpm, T 37.4 °C, RR 35x/m, SpO2 76-82. Physical examination found JVP 5+3
cmH2O, rales 2/3rd up in bilateral lungs, cold extremities and clammy skin without edema. ECG showed sinus
tachicardia with old LBBB. Laboratory revealed leukocytosis, increased NT-proBNP and respiratory acidocis. Echocardiography showed dilated heart with low LVEF 12-15% and TAPSE of 12 cm. The patient was diagnosed
with cardiogenic shock following episode of acute pulmonary edema, triggered by pneumonia in advanced
biventricular HF patient. The respiratory failure was treated with mechanical ventilation. The use of inotropes,
vasopressor and ventilator setting were adjusted by close hemodynamic monitoring by cardiac intensivist with
non-invasive echocardiography in ICCU. The patient was then treated with optimal medical therapy
with antibiotics, lung protective ventilation strategies with low PEEP, restrictive fluid management, inotropes and
vassopressor agents. Patient was successfully extubated in day-7, have a recovery phase with cardiac
rehabilitation, and discharged with stable condition after 12-days hospitalization with optimal goal directed
medical therapy for HF. BACKGROUND Acute pulmonary edema is a common case of acute respiratory distress in emergency department (ED). It has a
high mortality rate up to 40%. Pulmonary edema can cause severe hypoxia and hypoxemia leading to respiratory
failure and multi organ dysfunction. In pre-existing chronic heart failure patient, this condition further deteriorated
myocardial function and triggered cardiogenic shock Keywords: AV Graft Thrombosis, UEDVT, AV Graft Failure, Post Covid-19. Keywords: AV Graft Thrombosis, UEDVT, AV Graft Failure, Post Covid-19. Right upper extremity Duplex US Right upper extremity Duplex US Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Respiratory Failure and Cardiogenic Shock in Advanced Heart Failure Patient: A Case of Survivor
without Mechanical Circulatory Support Device
W. Tussakinah, C.I. Rahayu, B. Widyantoro
EMC Sentul Hospital, Sentul, Bogor Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Unexpected Cerebellar Infarction in A Patient with Tetralogy of Fallot: A Very Rare Complication
O. Sofyan1, Y. Patimang1
RSUP dr Wahidin Sudirohusodo1 Unexpected Cerebellar Infarction in A Patient with Tetralogy of Fallot: A Very Rare Complication
O. Sofyan1, Y. Patimang1
RSUP dr Wahidin Sudirohusodo1 O. Sofyan1, Y. Patimang1
RSUP dr Wahidin Sudirohusodo1 O. Sofyan1, Y. Patimang1
RSUP dr Wahidin Sudirohusodo1 Background: Along with the increasing number of survival rate of Tetralogy of Fallot patients, the higher the
incidence of complications of the disease. In TOF patients who do not undergo correction, the degree of RVOT
stenosis is considered a factor that contributes to the risk of complications, one of which is hyperviscosity
syndrome. incidence of cerebellar infarction in patients with TOF has not been previously reported. Case illustration: 21 years old male came to Emergency Room with chief complaint headache, frequent vomiting
and lightheadedness. When the patient was 2 y.o, patient started to felt shortness of breath during activities,
squatting while dyspnea and looks cyanotic. Parents then brought the patient to Cardiology Pediatric and explained
the patient had been diagnosed with ToF in whe he was 15 y.o, then lost to follow up. Physical examination
showed underweight and oxygen saturation of 86% with room air at average extremities. the cardiac auscultation
presence of right ventricular heaves, systolic murmur at ULSB with Grade III/VI. On the extremities showed
cyanosis, clubbing fingers and syndactyly in left hand. The laboratory examination showed secondary
policytemia, coagulation abnormality, and elevated Fe serum. The electrocardiography showed extreme right axis
deviation, RAE, RVH, abrupt R wave. The chest x-ray showed suggestive TOF. The echocardiography showed
Tetralogy of Fallot and EF 40.1%. Brain MSCT scan and MRI showed cerebellum infarction. During the
hospitalization, we treated the dehydration as the patient’s hyperviscosity trigger with adequate rehydration and
beta blocker as conservative treatment. From neurology department, the patient got symptomatic therapy
supportive treatment with neuroprotector agent. py
CONCLUSION Treatment of respiratory failure and cardiogenic shock in advanced biventricular HF patient is challenging. Rapid
assessment and cardiac intensive care management guided by non-invasive hemodynamic monitoring is needed
to stabilize the patient. Keywords: Respiratory Failure, Cardiogenic Shock, Heart Failure Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-
doi: 10.30701/ijc.1537
Unexpected Cerebellar Infarction in A Patient with Tetralogy of Fallot: A Very Rare Complication
O. Sofyan1, Y. Patimang1
RSUP dr Wahidin Sudirohusodo1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Unexpected Cerebellar Infarction in A Patient with Tetralogy of Fallot: A Very Rare Complication
O. Sofyan1, Y. Patimang1
RSUP dr Wahidin Sudirohusodo1 Conclusion Cardiac rehabilitation can be a choice to improve functional capacity, quality-of-life as well as blood pressure,
also increase prognostic in Patient with CAD and No Revascularization. Cardiac rehabilitation can be a choice to improve functional capacity, quality-of-life as well as blood pressure,
also increase prognostic in Patient with CAD and No Revascularization. (
)
Case Illustration A 60-year-old Asian male was diagnosed as CAD 3VD with CTO at mid LAD and proximal RCA. He was suggest
to CABG procedure, but because personal and family preference, he refuse taking that procedure. Sometimes he
got chest discomfort when moderate to heavy activities, but it got better. He was in stable hemodynamic after
discharge with BP 130/80, HR 70bpm, RR 20tpm, SPO2 99% Room Air. He got 6-minutes walking test and got
595m distance, 4,9 Mets and VO2 Max 17ml/Kg/min. Then he prescribed Phase II Rehabilitation with initial
3,6km/h and target 5,9km/h. After 4 weeks, patient taken Treadmill Evaluation with Bruce Protocol and got total
10.23min exercise time, max HR 96%, max BP 210/100, 13,5Mets, Functional Capacity I, DTS Score -12 (Risk
Category High, 5 Years Survival 72%). After that he continue rehabilitation until target 5,9km/h. Treadmill
evaluation in 8 weeks, he got increase his functional capacity and prognostic with total 11.42min exercise time,
max HR 107%, max BP 170/90, 13,5Mets, Functional Capacity I, DTS Score -6 (Risk Category Moderate, 5
Years Survival 91%). C
l
i CARDIAC REHABILITATION IN NO REVASCULATION PATIENT WITH CORONARY
ARTERIAL DISEASES AND CABG SUGESSTION C.T. Tjahjono1, V. Mayangsari1, C. Kahadi1, A.Y. Suprapta1
Brawijaya University - Saiful Anwar General Hospital1 Background ac g ou d
Coronary heart disease (CHD) are still the leading cause of death throughout the world. An evidence-based
medical studies have shown that cardiac rehabilitation can significantly reduce the days and cost of hospitalization,
mortality, and cardiovascular events in patients with CHD. Studies showed that outpatient cardiac rehabilitation
programmers could provide some benefits for patients, such as convenience, fitness, improved functional capacity,
quality-of-life, as well as blood pressure. In this paper, we describe a case of patient with Coronary Arterial
Disease (CAD) who refuse to Coronary Artery Bypass graft (CABG) and got Cardiac Rehabilitation. Case Illustration pp
Conclusions : We described a patient with a diagnosis of Tetralogy of Fallot and discuss the main outcome, diagnostic, and
management aspects of the complication of this disease, which is cerebellar infarction. Symptomatic supportive
treatment was effective in improving patient’s complaint and motor condition. p
g p
p
Keywords: Cerebellar Infarction, Hyperviscosity Syndrome, Tetralogy of Fallot Keywords: Cerebellar Infarction, Hyperviscosity Syndrome, Tetralogy of Fallot Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: Dengue fever, Supraventicular tachycardia Keywords: Keywords:
No Revascularization; CABG; Cardiac Rehabilitation Indonesian J
Cardiol
Indonesian J Cardiol 2
pISSN: 2830-3105 / eI
doi: 10.30701
Supraventricular Tachycardi In Children With Dengue Fever
Y.D. Amalia1, H.M. Rini1, D. Eunike1, A.J.C. Kamalo1, M. Mahbubi1, I. Fahmi1
RSUD RAA Soewondo Pati1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Supraventricular Tachycardi In Children With Dengue Fever
Y.D. Amalia1, H.M. Rini1, D. Eunike1, A.J.C. Kamalo1, M. Mahbubi1, I. Fahmi1
RSUD RAA Soewondo Pati1 Supraventricular Tachycardi In Children With Dengue Fever
Y.D. Amalia1, H.M. Rini1, D. Eunike1, A.J.C. Kamalo1, M. Mahbubi1, I. Fahmi1
RSUD RAA Soewondo Pati1 Background: Dengue fever (DF) is known to involve the cardiac. Cardiac complications in DF patients include
atrioventricular conduction disorders, arrhythmias, myocardial disorders, and myocarditis. In this report, we
present a case of supraventricular tachycardia (SVT) as the initial presentation of an children DF. present a case of supraventricular tachycardia (SVT) as the initial presentation of an children DF. Case illustration: A 16-year-old girl presented with sudden onset of palpitation and breathlessness. She had fever
for 3 days. Her blood pressure was 86/58 mmHg, pulse rate was 194 beats/minute, regular rhythm. Capillary
refilling time was less than two seconds. The laboratory result showed leukopenia (2.7x103/ul), trombositopenia
(71x103/ul), dengue IgG was positive. Electrocardiogram (ECG) showed SVT with the rate of 187 beats/minute. The child was diagnosed with DF complicated by SVT. Because the patient's condition was unstable. A 50 Joule
(1J/kg) synchronous cardioversion was performed, followed by 2nd 100 joule (2J/kg) cardioversion because there
was no response. The ECG remains unchanged after the cardioversion, therefore pharmacological therapy is
needed. Injection of Amiodarone 150 mg IV was given because Adenosine was not available. Second injection of
Amiodarone was also given because there was still no response after the 1st dose. The cardiac rhythm reverted to
sinus rhythm. SVT complication is less frequent in DF. Membrane potential changes as a result of inflammatory processes and
cytokine storms affecting myocytes and the interstitium can lead Arrhythmias in DF. The treatment strategy of
SVT depends on the hemodynamic condition. Cardioversion is needed to terminate SVT in children with unstable
hemodynamic. In our case, SVT was no response to cardioversion, therefore pharmacological therapy was chosen. Adenosine is considered the drug of choice, if it’s not available, Amiodarone IV may be a therapeutic option. Conclusions: DF can lead to arrhythmias in some cases. Monitoring and managing cardiac arrhythmias are
required in DF. g
y
p
p
ons: DF can lead to arrhythmias in some cases. Monitoring and managing cardiac arrhythmias are
n DF. Indonesian Journal of
Cardiology q
Keywords: Dengue fever, Supraventicular tachycardia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Modified pharmacological cardioversion in atrial fibrillation patients without significant structural heart
disease: Case series from remote area Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Modified pharmacological cardioversion in atrial fibrillation patients without significant structural heart
disease: Case series from remote area Modified pharmacological cardioversion in atrial fibrillation patients without significant structural heart
disease: Case series from remote area E. Zuhri1
Teluk Bintuni Hospital, Papua Barat, Indonesia1 Background. Based on the currently available evidence, the indication for rhythm control is to reduce atrial
fibrillation-related symptoms and improve quality of life. In case of uncertainty, an attempt to restore sinus rhythm
in order to evaluate the response to therapy may be a rational first step. Pharmacological cardioversion to sinus
rhythm is a procedure indicated in haemodynamically stable patients. The choice of a specific drug is based on
the type and severity of associated heart disease. But, in remote area, sometimes the only drug available is
amiodarone. Amiodarone is given by giving a bolus of 5-7 mg/kg over 1-2 hour followed by an infusion of 50
mg/hour through a large vein. However, prolonged infusion of amiodarone can cause some serious side effects. Case illustration. We made modified pharmacological cardioversion by giving 150 mg of amiodarone
intravenously over 30 minutes in combination with 2.5 mg of bisoprolol orally in four patients with atrial
fibrillation without significant structural heart diseases. If within one hour the rhythm had not been converted to
sinus rhythm, another 150 mg of amiodarone was given intravenously over 30 minutes. The rate of conversion to
sinus rhythm was achieved in less than 3 hours after the first administration of intravenous amiodarone and
bisoprolol orally. There was no recurrence within 6 months of follow-up. Background. Based on the currently available evidence, the indication for rhythm control is to reduce atrial
fibrillation-related symptoms and improve quality of life. In case of uncertainty, an attempt to restore sinus rhythm
in order to evaluate the response to therapy may be a rational first step. Pharmacological cardioversion to sinus
rhythm is a procedure indicated in haemodynamically stable patients. The choice of a specific drug is based on
the type and severity of associated heart disease. But, in remote area, sometimes the only drug available is
amiodarone. Amiodarone is given by giving a bolus of 5-7 mg/kg over 1-2 hour followed by an infusion of 50
mg/hour through a large vein. However, prolonged infusion of amiodarone can cause some serious side effects. Case illustration. We made modified pharmacological cardioversion by giving 150 mg of amiodarone Case illustration. We made modified pharmacological cardioversion by giving 150 mg of amiodarone
intravenously over 30 minutes in combination with 2.5 mg of bisoprolol orally in four patients with atrial
fibrillation without significant structural heart diseases. Keywords: amiodarone, atrial fibrillation, bisoprolol Case Illustration A 13 years old boy presented with shortness of breath, peripheral edema and tiredness. He had no medical history
of disease. His blood pressure was 145/90 mmHg, regular heart rate 124 bpm, high respiration rate, inadequate to
oxygen mask therapy therefore intubation is necessary. Physical examination got rhonchi bilateral on his lung and
peripheral edema. ECG was sinus tachycardia. Transthoracic echocardiograph found LVEF 23%, global
hypokinesis, normal chamber dimensions, and no valve dysfunction. Chest x-ray were batwing appearance and
bilateral pleura effusion.Laboratory found leukocytosis, increase creatinine levels, high ASTO and CRP levels,
and in urinalysis got gross hematuria also proteinuria. Treatment that has been given was sacubitril-valsartan and bisoprolol per oral, injection of furosemide,
ceftriaxone, omeprazole, and dexamethasone, and nebulizer with fluticasone, salbutamol. Treatment that has been given was sacubitril-valsartan and bisoprolol per oral, injection of furosemide,
ceftriaxone, omeprazole, and dexamethasone, and nebulizer with fluticasone, salbutamol. In this case, significant improvement within 3 days after an adequate treatment and extubation within 4 days. In
day 10 of treatment patient got resolution of symptoms and echocardiograph shows normal cardiac function with In this case, significant improvement within 3 days after an adequate treatment and extubation within 4 days. In
day 10 of treatment, patient got resolution of symptoms and echocardiograph shows normal cardiac function with
LVEF 68%. Background g
Cardiorenal syndrome (CRS) is a clinical condition that impacts both the heart and the kidneys, dysfunction of
one organ leads to acute or chronic dysfunction of the other and received very little research attention in children. This clinical case report is to highlight the unusual event of CRS in young patient with symptoms of acute heart
failure and glomerulonephritis had a good outcome result. Cardiorenal Syndrome: A Case Report of Acute Decompensated Heart Failure and Glomerulonephritis
in a Young Patient Cardiorenal Syndrome: A Case Report of Acute Decompensated Heart Failure and Glomerulonephritis
in a Young Patient Suhardi1, A.E. Putri1, J.A. Samjaya1
RSUD Taman Husada Bontang1 Modified pharmacological cardioversion in atrial fibrillation patients without significant structural heart
disease: Case series from remote area If within one hour the rhythm had not been converted to
sinus rhythm, another 150 mg of amiodarone was given intravenously over 30 minutes. The rate of conversion to
sinus rhythm was achieved in less than 3 hours after the first administration of intravenous amiodarone and
bisoprolol orally. There was no recurrence within 6 months of follow-up. Conclusion. Combination intravenous amiodarone and bisoprolol showed its effectiveness in converting and
maintaining sinus rhythm. However, a bigger sample of randomized control trial needs to be done to show the
effectiveness combination intravenous amiodarone and bisoprolol orally. Keywords: amiodarone, atrial fibrillation, bisoprolol Keywords: amiodarone, atrial fibrillation, bisoprolol Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Cardiorenal Syndrome: A Case Report of Acute Decompensated Heart Failure and Glomerulonephritis
in a Young Patient Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion CRS have a higher risk of death and morbidity than those with each disease entity alone. The heart and kidneys
interact bidirectionally and interdependently through several mechanisms. However, in pediatric patient even the
evidence rarely to be found, this case illustrates the prompt and adequate treatment leading to optimal patient
outcome, restore ventricular function and can be used in similar cases in the future. K
d
C di
l
d
A
t H
t F il
Gl
l
h iti Keywords: Cardiorenal syndrome, Acute Heart Failure, Glomerulonephritis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 LARGE PERICARDIAL EFFUSION WITH TUBERCULOUS PERICARDITIS: A CASE REPORT
A.I.R. Paputungan*1, A.H. Nashar1, J. Kusumanegara2, I. Djaharuddin3
1Department of Cardiology and Vascular Disease, Medical Faculty, Hasanuddin University, Makassar
2Department of Thoracic Surgery, Medical Faculty, Hasanuddin University, Makassar
3Department of Pulmonology and Respiratory Medicine, Medical Faculty, Hasanuddin University, Makassar Background: Tuberculous (TB) pericarditis has an incidence of ≤ 4% of all pericardial disease in developing
countries. Fifty to seventy percent of pericardial effusion cases are caused by TB in endemic countries. Assessment of TB infection possibility in pericarditis patients with epicardial effusion is important for
cardiologists to provide adequate treatment. This case report discusses a case of large pericardial effusion with
TB pericarditis. p
Case illustration: A 19-years old female was referred to our hospital with a chief complaint of shortness of
breath accompanied by intermittent fever and cough. Physical examination results revealed tachycardia and
decreased breath sounds in right hemithorax. Echocardiographic examination revealed a large pericardial
effusion. The patient underwent a pericardial window procedure then examined for pericardial fluid analysis and
cytology. Chronic granulomatous inflammation was found with a specific process suggestive of TB pericarditis. The patient's Tygerberg score was 6, hence TB Pericarditis diagnosis could be established. The patient was
treated for 18 days at Wahidin Sudirohusodo Hospital and was then given category 1 anti-tuberculosis drug
treatment for 8 weeks and was sent home in stable condition. Conclusion: Pericarditis is the main cause of pericardial effusion. Infection is often the main cause, one of
which is TB infection. Diagnosing TB pericarditis could be challenging. Pericardial window is a procedure that
could be both diagnostic and therapeutic in pericardial effusion. The Tygerberg score could also help its
diagnosis. A total score ≥6 could establish TB pericarditis diagnosis with sensitivity = 86% and specificity =
85%. Background g
Prolonged QT interval is a condition where the heart takes longer than normal to recharge between beats, which
can lead to increased risk of cardiac arrhythmia such as ventricular tachycardia and torsades de pointes. Meanwhile, atrial fibrillation is a type of arrhythmia that occurs when the electrical impulses that regulate the
heartbeat become rapid and disorganized in the upper chambers of the heart. The combination of these two
conditions might increase the risk of ventricular tachycardia, but whether it increase the risk of myocardial
infarction is yet to be understood. Case Illustration A 73-year-old patient presented to the ED with general weakness, blurred vision, and epigastric pain, had
seizure at home with duration of 5-10 minutes, with brief loss of consciousness. The patient had no neurological
deficit, no headache, no palpitation. On presentation, patient had blood pressure of 140/90 mmHg, heart rate of
56 beats per minute. The patient has history of prolonged QT interval and atrial fibrillation. ECG revealed
monomorphic ventricular tachycardia. The patient received synchronized cardioversion and lidocaine infusion. Later on, we found that the patient had elevated troponin-I levels, diagnosed with NSTEMI. Ventricular Tachycardia and NSTEMI in a Patient with Prolonged QT Interval and Atrial Fibrillation: A
Case Report Ventricular Tachycardia and NSTEMI in a Patient with Prolonged QT Interval and Atrial Fibrillation: A
Case Report R.R. Eri1, F. Setiyarizki1, F.S.A. Pradana1
RSUD Bagas Waras Klaten1 Conclusion Keywords: TB pericarditis, pericardial effusion, pericardial window, Tygerberg score Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Ventricular Tachycardia and NSTEMI in a Patient with Prolonged QT Interval and Atrial Fibrillation: A
Case Report Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion This case highlights the potential increased risk of ventricular tachycardia and NSTEMI in patient with
prolonged QT interval and atrial fibrillation. Further studies are needed to better understand the underlying
mechanisms and potential increased risk of myocardial infarction in these patients. This case report adds to the
limited literature on the potential risks associated with the combination of prolonged QT interval and atrial
fibrillation and emphasizes the importance of careful monitoring and treatment in these patients. Keywords: Prolonged QT interval, Atrial fibrillation, Ventricular tachycardia, NSTEMI Atrial Septal Defect (ASD) with Eisenmenger Sydrome Manifested with Clinical Sign of Left Heart
Failure: a Case Report Atrial Septal Defect (ASD) with Eisenmenger Sydrome Manifested with Clinical Sign of Left Hear
Failure: a Case Report S. Azzahra1, M.J. Al-Farabi2, M.Q. Ayun2, T.R. Mahmudah2, E. Hindariati2
Faculty of Medicine, Universitas Airlangga - Dr. Soetomo General Academic Hospital, Surabaya, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga - Dr. Soetomo
General Academic Hospital, Surabaya, Indonesia2 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology A Reversible Type 1 Brugada-Like ECG Pattern In 67 Years Old Woman : A Syndrome or A
Phenocopy? A Reversible Type 1 Brugada-Like ECG Pattern In 67 Years Old Woman : A Syndrome or A
Phenocopy? A.R. Ananda1, M. Amir2, A.F. Muzakkir2
Wahidin Sudirohusodo Hospital, Makassar1
Department of Cardiology Hasanuddin University2 A.R. Ananda1, M. Amir2, A.F. Muzakkir2
Wahidin Sudirohusodo Hospital, Makassar1
Department of Cardiology Hasanuddin University2 Background : Brugada Syndrome (BrS) is an autosomal-dominant inherited disorder characterized with a
typical ST Elevation followed with negative T wave in the right precordial leads without any structural cardiac
malformations. Brugada Phenocopy is a clinical condition characterized by an identical ECG pattern to
congenital Brugada Syndrome in general triggered by various factors. It is important to differentiate both
conditions, here we reported a case of a 67 years old woman with a typical Brugada-Like ECG Pattern. Case Illustration : A 67 years old woman admitted to the emergency unit due to her ongoing atypical chest
pain with onset 5 hours accompanied with fever and cough 2 days prior her admission; her vitals showed
elevated temperature 37.7 C; her ECG showed a typical coved typed ST segment elevation in V2 and inverted T
wave in lead V1-V3 in accordance with type 1 Brugada’s ECG pattern. Laboratory test demonstrated normal
level of high sensitive troponin I (10.9 ng/l) with slightly elevated WBC (11.400/uL). Echocardiography was
normal with LVEF 67%. However her Chest CT showed infiltrates in her right lung confirming Pneumonia. The
patient was treated with prompt antipyretic, antibiotics, and mucolytic. After 3 days of treatment her ECG
converted to normal without any documented episode of life-threatening arryhtmias, she was then discharged
with stable condition and hemodynamic. Conclusion : It is important to distinguish the diagnosis of Brugada Phenocopy to true Brugada Syndrome in
order to achieve the right treatment. Pneumonia can be a factor in occurrence of Brugada Phenocopy. At this
point, the right treatment for Brugada Phenocopy is to ameliorate the underlying conditions. Keywords: Brugada Pattern, Arrythmia, Phenocopy, Pneumonia, ECG Figure 1. TransThoracal Echocardiography and MSCT Cardiac Aortography Figure 1. TransThoracal Echocardiography and MSCT Cardiac Aortography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology BACKGROUND Total atrioventricular block (TAVB) is associated with poor clinical outcomes in ST-elevation myocardial
infarction (STEMI). We compared two patients with chest pain and hemodynamic instability with different time
delay to reperfusion. Case Series of Total Atrioventricular Block (TAVB) Complicating Acute ST-Elevation Myocardial
Infarction (STEMI): Culprit Vessel-Only or Complete Revascularization Strategy? ase Series of Total Atrioventricular Block (TAVB) Complicating Acute ST-Elevation Myocardial
Infarction (STEMI): Culprit Vessel-Only or Complete Revascularization Strategy? F.A. Nurullah1, N.R. Utantyo1
Embung Fatimah Regional Public Hospital1 CASE ILLUSTRATION Patient A, 61 year old male with history of uncontrolled hypertension, was referred to our hospital with inferior
STEMI 28 hours after onset and TAVB. Patient B, 66 year old male, with unknown medical history, came to our
hospital complaining 2 hours onset of typical chest pain and shortness of breath. Both patients were
hemodynamically unstable and both laboratory results showed elevated troponin I, additionally patient B has
elevated blood glucose, liver enzyme and creatinine level. Both were diagnosed as acute inferior STEMI, TAVB
and cardiogenic shock, patient B also has diabetes, secondary hepatic and kidney injury. Coronary angiography
showed acute total occlusion in proximal right coronary artery (RCA) and significantly stenosed left anterior
descending (LAD). PPCI was performed to the RCA, as culprit vessel. Evaluation showed TIMI flow III on both
patients. On the next day, patient A developed acute pulmonary oedema and significant pleural effusion, he was
intubated, mechanically ventilated and ultrasound-guided thoracentesis was done. Both patients’ condition
gradually improved, patient A was successfully being weaned from ventilator after 7 days, ECG returned to sinus
rhythm even when temporary pacemaker was off on 8th day. Both patients were successfully discharged home in
stable condition after 15 and 10 days of hospitalization. ABSTRACT Background : Atrial septal defect (ASD) is usually manifested with pulmonary hypertension and right heart
failure. Interestingly, we found an Acuted decompensated heart failure (ADHF) situation which may related with
the presence of long-term ASD and right heart failure which led into left heart failure.. Case illustration : Woman, 50 years old, complained shortness of breath during heavy activity, worsening over
the last five days, orthopnea and paroxysmal noctural dyspneu. Patient found out having septal defect, often seek
for treatment but do not routinely take medication. ECG showed atrial fibrillation with rapid ventricular response
with normal frontal dan horizontal axis. From chest x-ray, found cardiomegaly with prominent conus pulmonum
and inverted coma sign, lungs got parahillar hazziness. Echocardiography showed ASD (3.4 cm) with
bidirectional flow dominant R to L with high probability of pulmonary hypertension (TRVMax 4.5m/s) and RV
failure (TAPSE 1.4 cm) with B lines suggesting congestion due to LV failure. Patient then treated with diuretics,
inotropes (milrinone), and prostacycline analog (iloprost) and relieved her symptoms. p
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Conclusion : ADHF can also occur in longstanding ASD which has been manifested with rapid atrial fibrilation,
pulmonary hypertension crisis and RV failure which then followed by LV failure. Diuretics combined with
pulmonary hypertension drug remained effective treatment for this case. Keywords: ADHF, ASD, Atrial Fibrilation, Eisenmenger Syndrome Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:su
pISSN: 2830-3105 / eISSN: 2964
doi: 10.30701/ijc.1537
Case Series of Total Atrioventricular Block (TAVB) Complicating Acute ST-Elevation Myocardial
Infarction (STEMI): Culprit Vessel-Only or Complete Revascularization Strategy? F.A. Nurullah1, N.R. Utantyo1
Embung Fatimah Regional Public Hospital1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 CONCLUSION In our case, PPCI was done to the culprit lesion in the acute emergency setting. Some literatures demonstrated
there’s no significant benefit for STEMI-CS patient treated with complete revascularization compared with culprit
vessel-only intervention as patients are at increased risk of developing acute renal failure after multi-vessel
intervention. Time from symptom onset to reperfusion is an important predictor of patient outcome. Keywords: Acute coronary Syndrome, ST-Elevation Myocardial Infarction, Cardiogenic Shock, Total
Atrioventricular Block, Culprit Vessel-Only Revascularization, Complete revascularization Indonesian Journ
Cardiology
Indonesian J Cardiol 2023:44
pISSN: 2830-3105 / eISSN: 29
doi: 10.30701/ijc.153
A Rare Case Report of ST Segment Elevation in The Presence of Sepsis Complicated by Acute
Respiratory Failure : Myocardial Infarction or Not ? S D T Si
1 C J P
b 2 N G Li
3 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A Rare Case Report of ST Segment Elevation in The Presence of Sepsis Complicated by Acute
Respiratory Failure : Myocardial Infarction or Not ? S.D.T. Sitanggang1, C. J. Purba2, N.G. Liman3
RSUD Pakuhaji, Tangerang1
Putri Hijau Hospital, Medan2
RSUD Pakuhaji,Tangerang3 Background : ST elevation (STE) is widely regarded as the sign of myocardial infarction (MI) along with typical
symptoms of ischemia in many clinical settings. Furthermore, this sign was oftenly thought as acute coronary
occlusion requiring urgent reperfusion. However, not all ST segment elevation is attributed to acute coronary
occlusion, there are various etiologies that may cause STE. Sepsis is known to cause QRS changes and conduction
block yet STE is rarely reported. This case report aims to present a rare case of STE in patient with sepsis
complicated by acute respiratory failure. Case Illustration : A 67 years old female was admited to our emergency unit (EU) with loss of consciousness. Before unconscious, she complained worsening shortness of breath. Around a week ago, she had been hospitalized
in our hospital due to pneumonia. No chest pain was reported. No history of cardiac disease. Vital sign on
admission was BP 124/82, RR 22x/min, SpO2 80 % RA, HR 120x/bpm, coma state. Ronchi was found in physical
examination. Laboratory findings showed leucocytosis 24.000/ul, increased ureum and creatinine, 77 mg/dL and
2,9 mg/dL, respectively. Arterial blood gas showed metabolic acidosis with partial compensation. Chest X-ray
showed pneumonia. ECG showed inferior STE with ST depression in antero-lateral lead. She was diagnosed with
impaired consciousness, sepsis, acute respiratory failure and pneumonia. Around 6 hours after admission, she had
cardiac arrest then cardiopulmonary resucitation was initiated along with intubation. The patient passed away after
20 minutes of resucitation. Conclusion : STE in sepsis can be a misleading condition. STE in sepsis is suggested due to oxygen
supply/demand imbalance to myocardium without any occluded artery. These mechanism may cause myocardial
injury known as type II myocardial infarction. Therefore, ST elevation during sepsis could rarely occur yet it
should not urge physician to immediate reperfusion therapy. Keywords: sepsis, myocardial infarction, respiratory failure, ST segment elevation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Double culprit ST elevation : Optimal guidance for revascularization completion
Sahniriansa, A.A. Alkatiri, S.S. A Rare Case Report of ST Segment Elevation in The Presence of Sepsis Complicated by Acute
Respiratory Failure : Myocardial Infarction or Not ? Danny
Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Indonesia, Indonesian
Cardiovascular Research Center, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Double culprit ST elevation : Optimal guidance for revascularization completion Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology “Heart in DRESS”, Heart Failure as Long-Term Effect of Drug Reaction Related Eosinophilia Systemic
Syndrome (DRESS Syndrome) Related to Cefadroxil Use: Rare Sequelae of Rare Entity A.B. Aryaputra1, H.P. Bagaswoto2, P. Mawardi3
RSU Islam Klaten1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Public Health, and Nursing Universitas
Gadjah Mada – Dr. Sardjito Hospital, Yogyakarta, Indonesia2
Department of Dermatology Venereology , Faculty of Medicine Universitas Sebelas Maret- Dr Moewardi
Hospital, Surakarta, Indonesia3 A.B. Aryaputra1, H.P. Bagaswoto2, P. Mawardi3
RSU Islam Klaten1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Public Health, and Nursing Universitas
Gadjah Mada – Dr. Sardjito Hospital, Yogyakarta, Indonesia2
Department of Dermatology Venereology , Faculty of Medicine Universitas Sebelas Maret- Dr Moewardi
Hospital, Surakarta, Indonesia3 Case Illustration A forty-years-old male came to emergency department (ER) with fullbody rash and worsening itch after taking
Cefadroxil 2 weeks before. We discovered wide, erythematous, maculopapular rash with areas of scaling on entire
body. Both vital sign and chest x-ray were normal. Laboratory investigation showed leucocyte level of 41.600/πl
with 24.7% of eosinophiles (normal 1-4%). Patient was diagnosed with probable DRESS Syndrome (RegiSCAR:
5) dd Steven-Jhonson Syndrome. He received with intravenous methylprednisolone and antihistamine as
treatment. Patient was discharged with oral steroid provided. Two months later, patient had exertional dyspnea,
fatigue, diaphoresis, and pleuritic chest pain for two weeks. He also felt palpitation 2 days before finally
readmitted to ER. He had neither history of hypertension nor heart disease. All physical examination were normal,
except for bibasilar crackles and heart rate of 200 bpm. The EKG showed SVT with aberrancy, accompanied by
cardiomegaly and pulmonary edema on the chest x-ray. Laboratory test revealed elevated liver enzymes and
normal troponin I level. The echocardiography revealed global hypokinetic with EF of 28% and TAPSE 9 mm. Although diltiazem successfully suppressed the heart rate, the dyspnea persisted, therefore furosemide was given
a few more days, along with other drugs on heart failure regiment. Patient was discharged after seven days with
subsided symptoms. Eosinophilia-related cardiac toxicity was suggested for the mechanism of the acute heart
failure. Further investigation using CMR should be done. Background
Background g
Drug reaction related Eosinophilia Systemic Syndrome (DRESS Syndrome) presents as severe skin eruption,
eosinophilia, fever, and internal organ damage. Cardiac involvement in DRESS Syndrome is quite rare. Case Illustration Conclusion onclusion
ardiac complication of DRESS Syndrome are felt to be rare, but could also under-recognized and life- Cardiac complication of DRESS Syndrome are felt to be rare, but could also under-recognized and life-
threatening Cardiac complication of DRESS Syndrome are felt to be rare, but could also under-recognized and life-
threatening. Keywords
DRESS Syndrome, Heart Failure, Arrhythmia
Keywords: DRESS Syndrome, Heart Failure, Arrhythmia Cardiac complication of DRESS Syndrome are felt to be rare, but could also under-recognized and life-
threatening. Keywords Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Double culprit ST elevation : Optimal guidance for revascularization completion Sahniriansa, A.A. Alkatiri, S.S. Danny
Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Indonesia, Indonesian
Cardiovascular Research Center, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia Background: In ST-elevation acute myocardial infarction, only one epicardial artery commonly contains an
occlusive thrombus, widely referred to as the culprit artery. However, it is rare for patients to present with more
than one acutely thrombotic coronary artery finding or double culprit. y
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Case Illustration: A 54-year-old man 30 minute onset of STEMI anteroinferior- RV infarct. He underwent
Primary Percutaneus Coronary Angiography (PPCI), angiography showed total occlusion in proximal Left
Anterior Descending (LAD) and proximal Right Coronary Artery (RCA), then the implantation of 1 Drugs
Eluting Stents (DES) in LAD was carried out. During observation at cardiovascular care unit (CVCU), he had an
episode of chest pain accompanied by on ECG inferior ST elevation. Repeat angiography was perform,
thrombosucction and another DES PCI was implanted in proximal RCA. Post PCI, the patient's physical
condition improved, there were no complaints of chest pain. The patient was given optimal therapy and discharged
on day 5 of treatment with well condition. Conclusion: The possibility of double culprit's STEMI should be considered during primary PCI, especially in
unstable patients. Rapid restoration of coronary blood flow will save the myocardium and decrease the risk of
death. There are currently no guidelines for the optimal management strategy in patients with acute multi-vessel
or double culprit. The choice of therapy is based on the patient's clinical and TIMI flow at the time of coronary
intervention PCI. Keywords: Acute ST Segment Elevation Myocardial Infarction, primary coronary intervention, double culprit,
multi-vessel coronary thrombus. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 g
Objective Objective
To review and discuss the challenging treatment strategies in two patients with STEMI and concomitant bleeding
event. p
Discussion Coronary intervention and dual anti-platelet medication for high risk acute coronary syndrome may increase the
risk of bleeding despite the condition's life-threatening nature. In order to prevent Gastrointestinal bleeding, SAPT
is advised in these circumstances, along with extra proton pump inhibitor therapy, therefore it was administered
in both cases. C
l
i Case Illustration First patient was 67-year-old female with inferior STEMI (14-h of onset) with concurrent of active GI bleeding,
right ventricular infarction and TAVB (Total AV Block). He received inotropes, blood transfusions and PPIs to
manage GI bleeding. PPCI was then carried out after stabilization of the patient. The Second patient was 64-year-
old female with Antero-posterolateral STEMI with 4 hours onset, the patient underwent fibrinolytic successful
therapy, the second day of treatment at CVCU the patient experienced GI bleeding, early routine PCI was delayed,
treatment for GI bleeding was carried out, after the bleeding was resolved, the patient then underwent PCI with 2
DES implantation in LAD. Background In STEMI patients, bleeding considerably lengthens the stay in the intensive care unit and raises mortality. Morbidity and mortality in STEMI patients have been decreased by primary percutaneous coronary intervention
(pPCI) and contemporary antithrombotic therapy. Nonetheless, bleeding issues may be linked to efficient
treatment plans. Little literature exists on the risk of performing coronary intervention (PCI) on patients who have
had recent gastrointestinal bleeding (GIB), although bleeding after PCI has been identified as a risk factor for
long-term mortality. Obj
ti Keywords DRESS Syndrome, Heart Failure, Arrhythmia DRESS Syndrome, Heart Failure, Arrhythmia
Keywords: DRESS Syndrome, Heart Failure, Arrhythmia Keywords: DRESS Syndrome, Heart Failure, Arrhythmia Indonesian Journ
Cardiology
Indonesian J Cardiol 2023:4
pISSN: 2830-3105 / eISSN:
doi: 10.30701/ijc.15
High Bleeding Risk in Acute Coronary Syndrome: Stratification and Management Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration A 57 year old female patient was admitted to the ER with loss of consciousness. Found during physical exam,
blood pressure of 60/40, heart rate of 132 bpm, 38.5 temperature, rhonchi in both lungs, diastolic murmur nd
edema in all limbs. The patient had a history of congestive heart failure, atrial fibrillation, type 2 diabetes, chronic
kidney disease, and gangrene, with no familial history of heart disease. Electrocardiography showed AF with
rapid ventricular response, and blood work result, anaemia of 6.1mg/dl. On norepinephrine, consciousness and
vital signs showed improvement with 120/70 BP. Hours after improved condition, the patient experienced altered mental status and drop in BP. Medicines used to
combat the condition were norepinephrine, dobutamin, digoxin, furosemide, warfarin, spironolactone and
bisoprolol. Echocardiography taken during previous hospitalization showed myxoma in the left atrium, size round
5x5cm located near the mitral valve with LA enlargement sized 5.82cm, and EF of 63.32%. The patient had
previously been referred to a tertiary institution for surgery but the patient refused. Background Myxomas, a kind of cardiac tumor, may exhibit obstructive symptoms, yet many patients are asymptomatic at the
time of diagnosis as the tumor may be identified incidentally on imaging studies. Myxomas could cause
complications, such as potentially life-threatening thrombus, even cardiogenic shock when the tumor causes
blockage. R.F.F. Rukman1, H.W. Parlindungan2
Pematang Siantar Army Hospital1
Department of Cardiology and Vascular Medicine, Pematang Siantar Army Hospital2 R.F.F. Rukman1, H.W. Parlindungan2
Pematang Siantar Army Hospital1
Department of Cardiology and Vascular Medicine, Pematang Siantar Army Hospital2 Conclusion Both patients delayed PCI and were treated for GI bleeding and hemodynamic stabilization, the first patient had
a malignant arrhythmia as a complication of ACS, while the second patient had revascularization successfully
Keywords : Acute Coronary Syndrome, Gastrointestinal Bleeding, STEMI Both patients delayed PCI and were treated for GI bleeding and hemodynamic stabilization, the first patient had
a malignant arrhythmia as a complication of ACS, while the second patient had revascularization successfully g
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ords : Acute Coronary Syndrome, Gastrointestinal Bleeding, STEMI Keywords : Acute Coronary Syndrome, Gastrointestinal Bleeding, STEMI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Myxoma and Its Complications: A Case Report Conclusion We planned supervised progressive exercise therapy and comprehensive cardiac rehabilitation, and
after several visits, we could see dramatic improvement in 6MWT, SPPB, and quality of life. Case Illustration: Mr. RE, 59 yo, a former taekwondo athlete were consulted for cardiac rehabilitation therapy
from outpatient clinic. He was diagnosed with CHF Fc II-III ec DCM (EF 12%, TAPSE 16), s/p ICD 2017, mod-
severe MR ec functional, severe TR with high probability of PH, mild AR, T2DM, and renal insufficiency. He
felt activity intolerance and fatigue, recently hospitalized for acute decompensation of heart failure. Initial 6MWT
was 270 m (low) and we did the frailty assessments using FRAIL scale, SPPB, 5-m gait speed test, showing frailty
in this patient. We planned supervised progressive exercise therapy and comprehensive cardiac rehabilitation, and
after several visits, we could see dramatic improvement in 6MWT, SPPB, and quality of life. Conclusion: Frailty is common in heart failure population. Heart failure and frailty are bidirectionally inter—
related. Multiple assessment tools are available to assess frailty, FRAIL scale can be used to screen frailty and
SPPB is one of practical assessment tools may be used to assess frailty. Exercise rehabilitation therapy is the
cornerstone therapy of frailty, improving the functional capacity and quality of life of the patients. Keyword: Heart failure; Frailty; Functional class; Cardiac rehabilitation; Quality of Life Conclusion Myxomas most often originate from the left atrium and can obstruct the flow of blood in the heart depending on
the location and the size of the tumor. Obstruction can cause low output symptoms and also lead to complications
such as thromboembolism. Determining the correct diagnosis and earlier disease management ensure prevention
for further complications, with echocardiography as a significant tool in the process. K
d
i l fib ill i
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b li Figure 1. Echocardiography shows myxoma in the left atrium Figure 1. Echocardiography shows myxoma in the left atrium Recognizing and Managing Frailty in Patients with Advanced Heart Failure
K.Triangto1, B. Dwiputra2, D.R. Desandri2, A.M. Ambari2, B. Radi2, K.M.H.J. Tandayu1
National Cardiovascular Center Harapan Kita, Jakarta, Indonesia1
National Cardiovascular Center Harapan Kita2 Background: By the fact of the aging population in developing and developed countries, the prevalence of
cardiovascular disease especially heart failure has dramatically increased causing morbidity, hospitalization and
mortality in older people worldwide. Frailty, a biological syndrome that reflects a state of decreased physiological
reserve and vulnerability to stressors, has become a high-priority theme in cardiovascular medicine due to aging
and increasingly complex nature of cardiovascular patients. Up to 44.5% of HF patients were considered frail. Unfortunately, frailty is often unrecognized and many physicians are unaware of this condition cardiovascular disease especially heart failure has dramatically increased causing morbidity, hospitalization and
mortality in older people worldwide. Frailty, a biological syndrome that reflects a state of decreased physiological
reserve and vulnerability to stressors, has become a high-priority theme in cardiovascular medicine due to aging
and increasingly complex nature of cardiovascular patients. Up to 44.5% of HF patients were considered frail. Unfortunately, frailty is often unrecognized and many physicians are unaware of this condition
Case Illustration: Mr. RE, 59 yo, a former taekwondo athlete were consulted for cardiac rehabilitation therapy
from outpatient clinic. He was diagnosed with CHF Fc II-III ec DCM (EF 12%, TAPSE 16), s/p ICD 2017, mod-
severe MR ec functional, severe TR with high probability of PH, mild AR, T2DM, and renal insufficiency. He
felt activity intolerance and fatigue, recently hospitalized for acute decompensation of heart failure. Initial 6MWT
was 270 m (low) and we did the frailty assessments using FRAIL scale, SPPB, 5-m gait speed test, showing frailty
in this patient. Extremely Elevation of Troponin-I (cTnI) Values in Acute Myocardial Infarction Patients with Chronic
Renal Failure Y.W. Parhusip1, M. Riski2
1. General Practioner, Dr. Esnawan Antariksa Indonesian Air Force Hospital; Jakarta; Indonesia. 2. Department of Cardiology and Vascular Medicine, Dr. Esnawan Antariksa Indonesian Air Force Hospital;
Jakarta; Indonesia. Y.W. Parhusip1, M. Riski2
1. General Practioner, Dr. Esnawan Antariksa Indonesian Air Force Hospital; Jakarta; Indonesia. 2. Department of Cardiology and Vascular Medicine, Dr. Esnawan Antariksa Indonesian Air Force Hospital;
Jakarta; Indonesia. Background: Coronary Heart Disease (CAD) is a multifactorial disease caused by atheromatous plaque
deposition and progressive narrowing of the arteries, with the typical symptom of chest pain. The most frequently
used diagnostic support for CAD besides electrocardiography (ECG) is Troponin I enzyme examination. In
chronic kidney disease (CKD) case, the severity and prevalence of CAD increases 20 times compared to the
normal population, due to the involvement of traditional risk factors (hypertension, smoking, diabetes mellitus,
dyslipidemia, left ventricular hypertrophy, male sex), and uremia-related risk factors, which are often
characterized by high Troponin I values. y
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Case Illustration: A 72 year old man came to the emergency department with complaints of left chest pain since
the previous 4 days. Complaints of left chest pain that feels like a cut and gets worse with activity, usually get
better with isosorbite. Since the last 10 years, the patient has a history of type II diabetes mellitus and impaired
kidney function. Conscious awareness, blood pressure 90/61 mmHg, pulse 107 x/min, respiratory rate, 26 x/min,
temperature 36 ̊C, oxygen saturation 99% and no abnormality was found on physical examination. Normal EKG
examination, sinus rhythm, Troponin I > 15.5 ng/dl, urea 86 mg/dl and creatinine 1.8 mg/dl. Patient was diagnosed
with NSTEMI with grade III CKD comorbidities. During treatment at the hospital, the patient received anti-
platelet aggregation, anti-platelet and anticoagulant therapy. The results of serial ECG examinations on the 2nd
and 3rd day of treatment showed anterior ischemia (inverted T) which returned to normal on the 5th day of
treatment. This case report shows that not only due to infarction, but also exposure to high creatinine urea in the
blood, causes increased damage to myocyte cells of the heart muscle in patients with CAD accompanied by CKD. Because the condition of uremia causes the Troponin I released gradually from myocyte cells. It is hoped that
doctors will be more aware of the morbidity and mortality rates of patients who have cardiovascular disease
accompanied by CKD. Keywords: Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Recurrent Ventricular Tachycardia from Myocardial Infarction Non-obstructive Coronary Artery : an
unusual event Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Recurrent Ventricular Tachycardia from Myocardial Infarction Non-obstructive Coronary Artery : an
unusual event O. Sofyan1, M. Amir1, I. Mappangara1
RSUP dr Wahidin Sudirohusodo1 Background: Myocardial Infarction Non-obstructive Coronary Artery (MINOCA) is a new entity which is
currently trend at interventional cardiology. Whereas cases of MINOCA may not need intervention treatment
because of the absence of coronary artery occlusion. However, patient with MINOCA may have a worse prognosis
if the condition is not appropriately managed, including recurrent ventricular tachycardia. Case illustration: We reported a 55 year old male patient came to Emergency Room with typical severe precordial
chest pain (VAS 8/10) accompanied with nausea within 2 hours and followed with palpitation. Upon admission,
the HR was 200 bpm with wide QRS complex on monitor, initial defibrillation were prepared but then
spontaneously convert to sinus rhythm. Initial blood sample shown increased hs-Troponin I. Surface ECG shown
monomorphic ventricular tachycardia. Echocardiography findings showed mildly reduced LV & RV systolic
function with EF 47.7%, and TAPSE 1.6 cm. Coronary angiography showed non-significant stenosis. On
following days the patient was clinically deteriorating with recurrent ventricular tachycardia. Cardiac MRI showed
positive late gadolinium enhancement at septal wall and confirmed microvascular obstruction. The antiarrythmic
agent was admitted, then electrophysiology study and ablation were performed with successful result. Conclusion: MINOCA presenting as ventricular scars is sometimes fatal. Dramatic complication such as recurrent
ventricular tachycardia leads this case to be more challenging. With guidance of cardiac MRI and ablation are
important things to do with intensive optimal management strategy. Keywords: Keywords : MINOCA, recurrent ventricular tachycardia. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Extremely Elevation of Troponin-I (cTnI) Values in Acute Myocardial Infarction Patients with Chronic
Renal Failure Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 PCI with DES and DCB for Treatment of Mixed In-Stent Restenosis and De Novo Stenosis: Case Report h DES and DCB for Treatment of Mixed In-Stent Restenosis and De Novo Stenosis: Case Report D.A.K. Purba1, A. Sitepu2
Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Sumatera U
Indonesia2 D.A.K. Purba1, A. Sitepu2
Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan,
Indonesia2 Background: In-Stent Restenosis (ISR) is the re-narrowing condition of stented artery segment in around 20%
of Percutaneous Coronary Intervention (PCI) patients. ISR significantly increases the risk of death, poorer
outcomes, and Major Adverse Cardiovascular Events (MACE), which is challenging in daily practice. j
g g
y p
Case Illustration: A 76-year-old man came with a clinical manifestation of Unstable Angina Pectoris. He had a
history of hypertension and diabetes mellitus and had one stent placed in Left Anterior Descending Artery(LAD)
18 years ago. Through coronary angiography examination, there appears to be a Mixed ISR and De Novo Stenosis
in LAD. Then an Intravascular Ultrasound (IVUS) examination was carried out with the results of fibrous plaque,
stent under-expansion, and neo-atherosclerosis. Aggressive pre-dilation with Raiden non-compliant (NC) balloon
3,0x15mm-22 atm, cutting balloon Wolverine 3,5x25mm-14 atm and Ikazuchi 3,0x10mm-12 atm were performed
before DCB Sequent Please 3,5x25mm-10 atm installed at the under-expansion and neo-atherosclerosis area. For
de novo stenosis, DES Xience Xpedition 3,5x33mm-14 atm was utilized. The final results showed that LAD
developed entirely with Minimal Stent Areas (MSA) 11,83 mm2 in the ostial LAD and 7,52 mm2 in the neo-
atherosclerotic area. on: DEB and DES are comparable and provide excellent clinical outcomes for ISR. Conclusion: DEB and DES are comparable and provide excellent clinical outcomes for ISR. Keywords: In Stent Restenosis Percutaneous Coronary Intervention Drug eluting Stent Drug Conclusion: DEB and DES are comparable and provide excellent clinical outcomes for ISR. Keywords: In-Stent Restenosis, Percutaneous Coronary Intervention, Drug-eluting Stent, Drug-coated b
C
A
R
l i
i Conclusion: DEB and DES are comparable and provide excellent clinical outcomes for ISR. Keywords: In-Stent Restenosis, Percutaneous Coronary Intervention, Drug-eluting Stent, Drug-coated balloon,
Coronary Artery Revascularization Conclusion: DEB and DES are comparable and provide excellent clinical outcomes for ISR. Keywords: In-Stent Restenosis, Percutaneous Coronary Intervention, Drug-eluting Stent, Drug-coated balloon,
Coronary Artery Revascularization y
y
Figure 1. Extremely Elevation of Troponin-I (cTnI) Values in Acute Myocardial Infarction Patients with Chronic
Renal Failure Conclusion: The causes of damage to heart muscle myocyte cells can be caused by many factors. However, CAD
patients accompanied by CKD, myocyte damage to heart muscle cells is also caused by exposure to high uremia
conditions in the blood. Careful analysis of clinical data and laboratory findings can help to correctly diagnose
and treat patients appropriately. Keywords: Keywords: coronary artery disease, Troponin I (cTnI), chronic kidney disease (CKD Keywords: Keywords: coronary artery disease, Troponin I (cTnI), chronic kidney disease (CKD). Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 PCI with DES and DCB for Treatment of Mixed In-Stent Restenosis and De Novo Stenosis: Case Report PCI with DES and DCB for Treatment of Mixed In-Stent Restenosis and De Novo Stenosis: Case Report (A) IVUS Assessment of ISR; (B) PTCA Balloon Catheter; (C) DES & DCB Implantation; (D) IVUS
Assessment Post PCI & DCB Figure 1. (A) IVUS Assessment of ISR; (B) PTCA Balloon Catheter; (C) DES & DCB Implantation; (D) IVUS
Assessment Post PCI & DCB Brugada Syndrome Induced By Fever In Pericarditis Tuberculosis Patient: A Case Report D. Amelia1, T. Erlanggawati2, W.N. Hamdani3, E. Zuhri4
Kanujoso Djatiwibowo General Hospital, East Kalimantan, Indonesia1
Panglima Sebaya General Hospital, East Kalimantan, Indonesia2
Abdul Wahab Sjahranie, East Kalimantan, Indonesia3
Teluk Bintuni General Hospital, West Papua, Indonesia4 D. Amelia1, T. Erlanggawati2, W.N. Hamdani3, E. Zuhri4
Kanujoso Djatiwibowo General Hospital, East Kalimantan, Indonesia1
Panglima Sebaya General Hospital, East Kalimantan, Indonesia2
Abdul Wahab Sjahranie, East Kalimantan, Indonesia3
Teluk Bintuni General Hospital, West Papua, Indonesia4 Background: Brugada syndrome (BrS) is defined as rare autosomal-dominant inherited disorder that might lead
to sudden cardiac death. One of the triggers for this syndrome is fever. Case illustration: A 25-year-old man was admitted to the emergency department with complaints of chest pain
and fever, with history of frequent syncope. There was a family history of sudden death on young age. During
physical examination, patient had tachycardia and fever, and friction rub and decreased breath sound on left lung
on auscultation. ECG showed coved-type ST-segment elevation with negative T wave in V1-V2 lead. Chest x-
ray demonstrated minimal left pleural effusion, which proven to be granulomatous tuberculosis. Echocardiography revealed mild pericardial effusion. Patient was given daily maintenance IV fluid, anti pyretic,
colchicine, antibiotic, and tuberculosis drug regimen. Fever is one of the triggers for Brugada Syndrome, but the
pathophysiology is still not clear. There are some theories saying fever caused prematurely shorter period of action
potential, accelerated inactivation of INa channels, decreased level of sodium channels expression, and the loss of
sodium channel function. Conclusion: Patient fulfilled the diagnosis criteria for Brugada Syndrome which is induced by fever caused by
tuberculous pericarditis. As a clinician, we should be more aware about the possibility of this syndrome in patients
with history of fever and syncope. Keywords: Brugada Syndrome, Fever, Sudden Death Keywords: Brugada Syndrome, Fever, Sudden Death Figure 1. Patient’s electrocardiogram at the time of admission in emergency department (Body’s temperature
39,9 Celsius) Figure 1. Patient’s electrocardiogram at the time of admission in emergency department (Body’s temperature
39,9 Celsius) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Successful Percutaneous Balloon Mitral Valvuloplasty in a Case of Natural History of Rheumatic Mitral
Valvular Stenosis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Successful Percutaneous Balloon Mitral Valvuloplasty in a Case of Natural History of Rheumatic Mitral
Valvular Stenosis Successful Percutaneous Balloon Mitral Valvuloplasty in a Case of Natural History of Rheumatic Mitral
Valvular Stenosis R.A. Rizki1, C.K. Krevani2, W. Valerian1, S.I. Herman1
Andalas University1
RSUP dr. M. Djamil Padang2 Background: Rheumatic Heart Disease (RHD) is a damage of the heart valve due to Acute Rheumatic Fever
(ARF) which results from the body’s autoimmune response to Streptococcal infection. ARF is one of the most
important causes of Mitral Stenosis (MS) in developing countries. Case illustration: A 41 years old woman came to the outpatient clinic with shortness of breath, fatigue, and ankle
swollen. Symptoms had been felt since 3 days ago and worsened. The patient had a medical history of ARF at the
age of childhood and was treated with antibiotic for 5 years, which developed into RHD with MS at the age of
adult and routinely given medication of diuretics, beta blocker, and digitalis by cardiologist. The haemodynamic
was stable. Chest examination found opening snap and mid-diastolic murmur at apex grade 2/4 did not spread to
axilla and no gallop. Her extremities were warm with ankle swollen. An electrocardiogram showed no specific
present. The results of blood laboratory have no specific present. Chest X-Ray showed cardiomegaly. Echocardiographic before admission found MS severe with Mitral Valve Area (MVA) 0.9 cm2 ec RHD with
Wilkins Score 8, and no thrombus found. Due to MS NYHA fc III ec RHD with Wilkins Score 8, we decided to
do Percutaneous Balloon Mitral Valvuloplasty (BMV). Post BMV evaluation, the echocardiography showed an
enlargement of MVA from 0.9 cm2 to 1.2 cm2, which was a success procedure. The next day after the procedure,
the symptoms were reduced and planned to discharge with medication. Conclusion: Rheumatic MS is a disease that progressive, usually with a latent phase of 20-40 years from the
initial ARF to the development of symptoms. Symptoms gradually increase in severity over several years. Percutaneous or surgical intervention is the definitive treatment for relief MS. g
Keywords: Mitral Stenosis, Rheumatoid Heart Disease, Percutaneous Balloon Mitral Valvuloplasty Fig. 1 Echocardiographic Findings Fig. 1 Echocardiographic Findings Fig. 1 Echocardiographic Findings Complete Heart Block in Multigravida Inpartu Patient : One of the pacing tools options for
intraoperative sectio caesarian setting
A.F. Abadi1, M. Amir2, A.I. Successful Percutaneous Balloon Mitral Valvuloplasty in a Case of Natural History of Rheumatic Mitral
Valvular Stenosis Taim1
Faculty of Medicine, Hasanuddin University, Makassar, Indonesia1
Cardiac Center Wahidin Sudirohusodo, Makassar, Indonesia2 Complete Heart Block in Multigravida Inpartu Patient : One of the pacing tools options for
intraoperative sectio caesarian setting
A.F. Abadi1, M. Amir2, A.I. Taim1
Faculty of Medicine, Hasanuddin University, Makassar, Indonesia1
Cardiac Center Wahidin Sudirohusodo, Makassar, Indonesia2 Complete Heart Block in Multigravida Inpartu Patient : One of the pacing tools options for
intraoperative sectio caesarian setting Case Illustration: A 55-year-old male presented with fever and sharp chest pain. Physical examination revealed high BP, tachycardia
and desaturation. ECG showed sinus tachycardia. CXR showed pneumonia with pleural effusion. He was treated
as pneumonia and antibiotics was administered but did not show significant improvement. Echocardiography
evaluation showed dilated MPA with hazy appearance suspected as thrombus. clinical DVT was not found. Laboratory evaluation revealed normal troponin dan increased D-dimer level. CT Pulmonary Angioram (CTPA)
then was planned but hemodynamic was unstable. He was diagnosed with acute PE. Optimal dose of heparin was
given, unfortunately the patient did not survive. Second case, a 33-year-old obese male with medical history of
Covid-19 and arthroscopy complained of dyspnea and pleuritic chest pain. Physical examination revealed high
BP, tachycardia and desaturation. CXR showed bilateral pleural effusion and pneumonia. He was treated for
pneumonia and an antibiotic was given but was not improved clinically. Initial echocardiography revealed normal
findings. During treatment, he was clinically deteriorating. Laboratory evaluation revealed normal troponin dan
increased D-dimer level. ECG evaluation showed S1Q3T3 pattern. Repeated echocardiography
evaluation showed RA thrombus, dilatation of RV, MPA, LPA, RPA, with positive Mc-Connel Sign. He has
absence of clinical DVT. CTPA confirmed thrombus PA. The patient then was treated as an acute PE with a
fondaparinux but did not survive. Background: g
Pulmonary Embolism (PE) is often hard to distinguish because it shares similar clinical features with pneumonia. This case series aims to show the importance of comprehensive evaluation for PE mimicking pneumonia which
is frequently overlooked. Pulmonary Embolism Masquerading as Pneumonia: A Case Series Hapsari1, E.A.D Batubara1, L. Widianto1, D.R. Fauzan1, K.A. Nugraha2, R.U. Setiani2, Haryadi2, Yulianto
I.A. Siregar2 G.P. Hapsari1, E.A.D Batubara1, L. Widianto1, D.R. Fauzan1, K.A. Nugraha2, R.U. Setiani2, Haryadi2, Yulianto2,
I.A. Siregar2 Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine University of
Indonesia / National Cardiovascular Center Harapan Kita1 p
Cardiologist, Department of Cardiology and Vascular Medicine, Navy Hospital Mintohardjo, Jakarta, Indonesia2 Cardiologist, Department of Cardiology and Vascular Medicine, Navy Hospital Mintohardjo, Jakarta, In Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background: The prevalence of bradyarrhythmia in women of reproductive age is 1/20,000 and a significant
majority are diagnosed prior to pregnancy. Initial diagnosis in pregnancy requires specific approach. Management
of a pregnant woman with complete heart block presenting with parturient and without pacing is challenging. Transcutaneous cardiac pacing offers several advantages when compared to the placement of a transvenous
cardiac pacemaker in the emergency setting. Case illustration: We report a case of successful management of a 23-year-old, pregnant woman with complete
heart block who had an emergency caesarean delivery under spinal anesthesia. She was an unbooked patient
detected with complete heart block during active stage of labour. An emergency transcutaneous cardiac pacing
was used during surgical procedure under the supervision of cardiologist, anesthesiologist, and obstetrician. Emergency caesarean procedure was uneventful with uncompromised hemodynamic status. The transcutaneous
cardiac pacing was removed shortly after surgery and the patient was scheduled for permanent pacemaker
implantation. p
Conclusion: Medical emergency has its own challenge for the management principles and implementation
especially in pregnant woman. Known complete atrioventricular block patients with pregnancy should always be
counselled and worked up for permanent pacemakers. However, temporary pacemaker is needed in emergency
settings. Transcutaneous cardiac pacing is an ideal early and temporary intervention for patients requiring
stabilizing cardiac pacing support until more invasive procedures can be arranged in the proper clinical setting. Keywords: Transcutaneous cardiac pacing, complete heart block, pregnancy, emergency caesarean sect Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: PE should be considered as the differential diagnosis in patients who are deteriorating even with optimal
pneumonia treatment and no risk factors of PE. As these cases have a lethal condition, a comprehensive evaluation
is necessary to prompt diagnosis of PE mimicking pneumonia to reduce mortality by appropriate treatment. CTPA
are essential diagnostic tools to confirm the diagnosis. Keywords: Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Percutaneous Transluminal Angioplasty for Total Occlusion of Subclavian Artery with Clinically
Manifested Subclavian Steal Syndrome
H.O. Hermawan1, P.D.K. Devi1, P.M.H. Putri1, A. Halim1, R.M. Budiarto1
Universitas Airlangga / RSUD Dr. Soetomo1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Percutaneous Transluminal Angioplasty for Total Occlusion of Subclavian Artery with Clinically
Manifested Subclavian Steal Syndrome
H.O. Hermawan1, P.D.K. Devi1, P.M.H. Putri1, A. Halim1, R.M. Budiarto1
Universitas Airlangga / RSUD Dr. Soetomo1 H.O. Hermawan1, P.D.K. Devi1, P.M.H. Putri1, A. Halim1, R.M. Budiarto1
Universitas Airlangga / RSUD Dr. Soetomo1 Background: Subclavian steal syndrome (SSS) refers to a phenomenon of flow reversal from the vertebral artery
to the subclavian artery due to hemodynamically significant lesion of the proximal subclavian artery. SSS can
manifest in some patients related to circulation insufficiency to the central nervous system and/or upper
extremities. The presence SSS is associated with increased total mortality and cardiovascular disease mortality. Percutaneous transluminal angioplasty is a minimally invasive strategy with a high success rate in managing SSS. Case Illustration: A 72 years old female comes with left arm claudication, aggravated with moderate activities. Physical examination showed a discrepancy of 51 mmHg in blood pressure taken in both upper extremities. Duplex ultrasonography revealed a caudalad/retrograde flow at the left vertebral artery and monophasic
morphology at the left axillary, brachialis, ulnar, and radial arteries without significant plaque/thrombus along
arteries. Catheter-based angiography confirmed total occlusion at the left proximal subclavian artery (Figure 1). The patient underwent percutaneous transluminal angioplasty with marked flow improvement at the left
subclavian, vertebral, and internal mammary arteries. Re-evaluation of duplex ultrasonography showed
cephalad/antegrade flow at the left vertebral artery. Background: Subclavian steal syndrome (SSS) refers to a phenomenon of flow reversal from the vertebral artery
to the subclavian artery due to hemodynamically significant lesion of the proximal subclavian artery. SSS can
manifest in some patients related to circulation insufficiency to the central nervous system and/or upper
extremities. Conclusion: The presence SSS is associated with increased total mortality and cardiovascular disease mortality. Percutaneous transluminal angioplasty is a minimally invasive strategy with a high success rate in managing SSS. Case Illustration: A 72 years old female comes with left arm claudication, aggravated with moderate activities. Physical examination showed a discrepancy of 51 mmHg in blood pressure taken in both upper extremities. Duplex ultrasonography revealed a caudalad/retrograde flow at the left vertebral artery and monophasic Conclusion: Subclavian steal syndrome is related to arterial insufficiency in a branch of the subclavian artery due
to stenosis at the proximal subclavian artery. Subclavian stenosis should be considered in any patient with arm
claudication with a discrepancy of > 15 mmHg in blood pressure taken in both upper extremities, as well as
judicious use of duplex ultrasonography and angiography can determine the need for invasive strategy. Percutaneous transluminal angioplasty has a high success rate with marked clinical improvement. Keywords: Subclavian steal syndrome, subclavian stenosis, percutaneous transluminal angioplasty Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
DIAGNOSTIC APPROACH BY SPECKLE TRACKING ECHOCARDIOGRAPHY IN CARDIAC
AMYLOIDOSIS : A CASE REPORT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: This case underlines the importance of non-invasive diagnostic techniques such as STE for Cardiac
Amyloidosis’s early diagnosis, especially when CMR cannot be performed.
Keywords: Cardiac Amyloidosis, Speckle Tracking, Echocardiography Case illustration : A 42 year-old woman came to the hospital with chief complaints of substernal chest pain radiating to the
back accompanied by cold sweat. Patient also experienced shortness of breath that has worsened since a day ago. ECG showed sinus rhythm with HR 100 bpm, normal heart axis (-10 degrees), poor R wave but no ST segment
or T wave changes. Laboratory findings showed no increase in Hs Trop I and HbA1C was 10.8%. Chest x-ray
displayed cardiomegaly. Coronary angiography did not show any significant stenosis. Cardiac Magnetic
Resonance Imaging (CMR) was performed and EF was 33%. T1 mapping with a value of 1413 ± 338, R2 = 0.996,
showing a positive Late Gadolinium Enhancement (LGE) indicating the presence of fibrosis or infarction of the
myocardium, with overall conclusions of early cardiomyopathy, left ventricle enlargement, and abnormal LV
systolic function. DIABETIC CARDIOMYOPATHY IN 42 YEAR-OLD WOMAN MIMICKING ACUTE CORONARY
SYNDROME A. Surya1, A.F. Muzakkir1
Department of Cardiology and Vascular Medicine
Faculty of Medicine, University of Hasanuddin Makassar.1 Background : g
Diabetic cardiomyopathy is defined as changes in myocardial structure and function in diabetic patients, in the
absence of other cardiovascular risks such as ischemic hypertension, or significant valvular disease. Case illustration : DIAGNOSTIC APPROACH BY SPECKLE TRACKING ECHOCARDIOGRAPHY IN CARDIAC
AMYLOIDOSIS : A CASE REPORT W.E. Putri1, A.F. Ghaznawie1, A.F. Muzakkir1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Hasanuddin University/ Dr. Wahidin
Sudirohusodo Hospital, Makassar, Indonesia1 Background: Cardiac amyloidosis (CA) is a form of infiltrative cardiomyopathy due to deposition of amyloid
fibrils in the myocardium. Amyloid fibril infiltration impairs myocardial function, often with a normal
appearing Left Ventricle ejection fraction (LVEF). Two-dimensional speckle-tracking (STE) imaging is used to
measure myocardial deformation and is proven to be useful in the case of cardiac amyloidosis. Case Illustration: We report the case of a 55-years-old female referred to our Hospital with progressive
shortness of breath and lower extremity oedema. The electrocardiogram showed: sinus rhythm of 85 bpm, LVH
with low-voltage criteria. Chest radiography proved lung edema and cardiomegaly. Laboratory analysis showed
mild hyponatremia (130). Echocardiography showed: increased left ventricular (LV) and right ventricular (RV)
wall thickening, biatrial enlargement with increased atrial septal thickness, grade II diastolic dysfunction with
elevated LV filling pressures, severely reduced mitral annular tissue doppler velocities, pericardial effusion,
diffuse valve thickening and a preserved ejection fraction with low stroke volume index. Based on her basic
echocardiographic, cardiac amyloidosis was strongly suspected. LV longitudinal strain obtained by STE,
showed a reduced global longitudinal strain with apical sparing. A Cardiac MRI was planned but due to the
patient’s intolerance of lying for long durations, the examination was not completed. GLS is a unitless measure
of longitudinal deformation with more negative values denoting greater deformation. When it is abnormal, it
reflects contractile dysfunction. Abnormal GLS in the mid and basal walls of the LV with normal values in the
apex, when plotted on a bull’s-eye map, known as the apical sparing pattern (or "cherry on top" pattern), is 93%
sensitive and 82% specific in identifying patients with CA. Conclusion: This case underlines the importance of non-invasive diagnostic techniques such as STE for Cardiac
Amyloidosis’s early diagnosis, especially when CMR cannot be performed. Keywords: Cardiac Amyloidosis, Speckle Tracking, Echocardiography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Rare Case Ruptured Sinus Valsava in Adolescence with Doubly Committed Subarterial Ventricular
Septal Defect and Infective Endocarditis I. Setiadi1, I. Sakidjan1
1Department of Cardiology and Vascular Medicine, Universitas Indonesia/National Heart Center
Harapan Kita, Jakarta, Indonesia Background: g
Ruptured Sinus Valsava is a rare disorder, with incidence ranging from 0.1 to 3.5% of all congenital heart diseases,
occurring between the ages of 20-40 years. Ruptured sinus valsava can be congenital or acquired as a result of a
ventricular septal defect, endocarditis, or chest trauma. The occurrence of VSD and concurrent endocarditis
infection can hasten sinus valsava rupture. Conclusion: There have been reported case of 15-year-olds with ruptured sinus valsava, in VSD SADC, and Infective
Endoarditis. Both, can result in a faster occurrence of complications, such as ruptured of the valsava sinus. Monitoring and early management of patients with VSD SADC, and aortic regurgitation should be more strictly
enforced in order to prevent severe complications or increase morbidity and mortality in patients. Case Illustration: 15-year-old girl present with fever for one month prior to admission to the hospital, and are known to have
congenital heart disease since the age of nine, with no prior symptoms. From the physical examination revealed
signs of heart failure symptoms such as increased JVP, rales in bilateral pulmonary basal, and to-and-fro murmur
on the left sternal border. On the ECG and x-ray of the thorax revealed left ventricular hypertrophy. Echocardiography reveals ruptured of sinus valsava, VSD SADC, aortic regurgitation and vegetation. A typical
infectious endocarditis bacteria, streptococcus mitis / streptococcus oralis, was discovered in the blood culture
examination. The patient was then given antibiotics based on the IE bacteria, as well as surgery to repair the
valsava sinus rupture, close the VSD, repair the aortic valve, and evacuate the vegetation. y
Conclusions : Diabetic cardiomyopathy is a complication occur in patients with a history of diabetes mellitus. Diabetes mellitus
mainly cause hyperglycemia, systemic insulin resistance, and impaired insulin metabolic signaling in the cardiac
that induce dysfunction of ventricular contractility and finally result in heart failure or cardiomyopathy. The
clinical symptoms of this patient resembling acute coronary syndrome, but from the examinations no significant
signs of acute coronary syndrome were found. CMR was the choice of examination despite the limited use in
daily practice. Keywords: Diabetic cardiomyopathy, acute coronary syndrome, diabetic mellitus Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Rare Case Ruptured Sinus Valsava in Adolescence with Doubly Committed Subarterial Ventricular
Septal Defect and Infective Endocarditis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: Ruptured sinus valsava, VSD SADC, Infective Endocarditis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Role Of Echocardiography In The Diagnosis Of Cardiac Amyloidosis I. Setiadi1, E. Rudiktyo1
1 Department of Cardiology and Vascular Medicine, Universitas Indonesia/National Heart Center
Harapan Kita, Jakarta, Indonesia Background: g
Amyloidosis is a rare group of protein-misfolding illnesses that usually affect the heart due to the deposition of
amyloid fibrils. Cardiac Amyloidosis (CA) has a low survival rate, limited access to diagnostic modalities
(endomyocardial biopsy, CMR, or Bone scintigraphy), and is often underdiagnosed. Echocardiography plays a
major role in the non-invasive evaluation of CA. Boldrini et all, introduced a diagnostic algorithm using an echo
parameter called increased wall thickness (IWT Score) which has high specificity in diagnosing CA
Case Illustration: Case Illustration: First patient was 54-year-old male presented to the clinic due to shortness of breath, during activity and ascites. Initial clinical workup revealed ascites, elevated JVP, low voltage ECG tracing, and highly elevated NT Pro BNP. Echocardiography revealed right and left ventricular hypertrophy, sparkling granulation, average GLS -4,7%,
ejection fraction strain rate of 8.3, and apical sparring pattern, with an IWT score of 10, which has a specificity of
98%. Second patient was 54-year-old male presented to the outpatient clinic due to a chief complaint of shortness
of breath, during activity and bilateral peripheral edema. Initial clinical workup revealed bilateral peripheral
edema, elevated JVP, low voltage ECG tracing, and highly elevated NT Pro BNP. Echocardiography revealed
right and left ventricular hypertrophy, average GLS -6,1% with ejection fraction strain rate of 3.4 and apical
sparring pattern, with an IWT score of 10, which has a specificity of 98%. CMR imaging revealed global
transmural late gadolinium enhancement suggestive ATTR Cardiac Amyloidosis. Conclusion: The use of echocardiography and IWT diagnostic scoring can show high specificity in diagnosing CA, avoid
unnecessary tests, and limit the time to diagnose CA Keywords: Echocardiography, Diagnosis, Cardiac Amyloidosis, IWT Score Keywords: Echocardiography, Diagnosis, Cardiac Amyloidosis, IWT Score Background g
Peripartum cardiomyopathy (PPCM) is a cardiomyopathy related to pregnancy. Patient with previously diagnosed
PPCM has a risk of relapse during subsequent pregnancy (SSP), especially those with persistent LV dysfunction. There is limited data regarding SSP. Thus the aim of this study is to describe the pattern of presentation, course
of disease and outcome of SSP. Case illustration A prospective study of fourteen cases of SSP in PPCM patients was conducted at Hasan Sadikin General Hospital
Bandung from January 2015 to January 2023. Age distribution, symptoms, risk factors, medical management and
pregnancy outcome were documented. Echocardiography was obtained before, at onset of SSP, during SSP, and
after delivery. In this study 3/14 (21%) classified as NYHA II. Pre-eclampsia occurs in 1/14 (7%), and 1/14 (7%)
had co-existing hypertension. Five unplanned pregnancies (35%) occurred in women with persistent LV
dysfunction. One of the 5 patients experienced worsening of the symptoms, dyspnea and peripheral edema, and
also decreased LVEF >5%. Nine well planned pregnancies (65%) had improved LV function (LVEF >50%). Out
of the 9 patients, none experienced worsening of the symptoms, and 1 patient experienced reduce LVEF >5%. All
patients gave birth to live children, two of them were born prematurely and one was intrauterine growth restriction
(IUGR). Ten out of fourteen patients were followed up for a period of one year out of which 30% (3/10) patients
have not fully recovered. There was no maternal mortality and rehospitalisation during follow up. Subvalvular Aortic Stenosis Caused By Structural Abnormality Subaortic Membrane A.I.S Putra1, N.M.A.W Sari2, L.O.S. Suastika2, I.B.R. Wibhuti2
1Residence at Faculty of Medicine Udayana University/Prof. dr Ngoerah Hospital, Denpasar,
2Faculty of Medicine Udayana University/Prof. dr Ngoerah Hospital, Denpasar, Indonesia, Echocardiography
Division A.I.S Putra1, N.M.A.W Sari2, L.O.S. Suastika2, I.B.R. Wibhuti2
1Residence at Faculty of Medicine Udayana University/Prof. dr Ngoerah Hospital, Denpasar,
2Faculty of Medicine Udayana University/Prof. dr Ngoerah Hospital, Denpasar, Indonesia, Echocardiography
Division Background : Diagnosis and management of aortic valve abnormalities are still challenging in the field of
cardiology, especially in some cases such as congenital aortic abnormalities. Subaortic membrane causing
subvalvular stenosis and LVOT obstruction may impair person’s quality of life. This case report fully discusses
the challenging diagnosis to appropriate treatment of this population. g g
g
pp
p
p p
Case Illustration : A 30-year-old female referred to central referral hospital for TEE procedure for definite
diagnosis. The patient was consulted to cardiology for cardiac clearance for thyroid open biopsy procedure. Patient with unremarkable physical examination except diastolic murmur at left sternal border was noted. TTE
confirmed the moderate aortic regurgitation with suspected bicuspid valve. Due to unclear structural and aortic
mechanism from TTE, patient then conducted TEE. Specific findings of the aortic valve showed 3 cusps, short
LCC structure causing moderate AR with an eccentric jet. A protruding structure seen at the LVOT (subaortic
membrane) causing LVOT obstruction with moderate aortic stenosis (AV Vmax 3.44 m/s, AV meanPG 22.8
mmHg, AV maxPG 44.7 mmHg). Thus, the patient was diagnosed with rare subvalvular aortic stenosis caused by
structural abnormality subaortic membrane. According to the guideline, specific treatment does not required for
this patient, unless the severity of the abnormal valve increases upon observation. Resection of the sub-aortic
obstruction, concomitant repair of the aortic valve, can ideally delay or prevent surgical aortic valve replacement. Conclusion: This case demonstrated the challenging diagnosis of patient with rare structural abnormality of the
aorta. Patient with subvalvular aortic stenosis caused by subaortic membrane. TTE showed good result for early
diagnosis, however TEE shown to be effective in diagnosing such patient. Treatment of choice was based on
clinical presentation, abnormal valvular severity and team discussion would be useful for the patient
Keywords: Subvalvular Aortic Stenosis, Subaortic Membrane, Transesophageal Echocardiography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Subsequent Pregnancy in Previously Diagnosed Peripartum Cardiomyopathy: A Case-Series
P. Arianeu1, T.I. Dewi2, M. Hasan2, H.S. Subvalvular Aortic Stenosis Caused By Structural Abnormality Subaortic Membrane Prameswari2
General Practitioner, Hasan Sadikin General Hospital, Bandung, Indonesia1
Cardiologist, Hasan Sadikin General Hospital, Bandung, Indonesia2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Subsequent Pregnancy in Previously Diagnosed Peripartum Cardiomyopathy: A Case-Series Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
ISSN 2830 3105 / ISSN 2964 7304 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 P. Arianeu1, T.I. Dewi2, M. Hasan2, H.S. Prameswari2
General Practitioner, Hasan Sadikin General Hospital, Bandung, Indonesia1
Cardiologist, Hasan Sadikin General Hospital, Bandung, Indonesia2 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Regular Exercise Impact for Myocardial Infarction: For A Better Future
S. Chandra1, A.A. Lukito1, R.A.P. Fernandes1, H. Hutabarat1, I. Sabrina1
Siloam Hospital Lippo Village1 Regular Exercise Impact for Myocardial Infarction: For A Better Future
S. Chandra1, A.A. Lukito1, R.A.P. Fernandes1, H. Hutabarat1, I. Sabrina1
Siloam Hospital Lippo Village1 Background: Regular exercise training found to be associated with improvement of functional capacity and
mortality reduction in post-MI. Exercise training beneficial effects in the process of cardiopulmonary
rehabilitation and LV remodelling in the LV dysfunction patients after MI, and the greatest effects were achieved
when exercise began at the post MI acute phase. Some studies showed improvement in functional capacity and
even reduction in LV volumes in post MI patients. Case Illustration: A 47-year-old men presented with chest pain and shortness of breath. Patient had regularly
exercise "pencak silat" 1 hour daily. On ECG examination there was ST elevation at anterior lead. Coronary
angiography shown right dominant, two vessels disease with culprit lesion 100% at proximal LAD with thrombus
burden, decided to stenting and thrombectomy proximal-mid LAD with good results. Echocardiography result
was reduced LVEF 30%, RWMA (+). Laboratory result shown NT-proBNP 5811 ng/mL. After several days
observation, the patient was discharged, and the last result of NT-proBNP was 655 ng/mL. After several days at home, patient exercise aerobic 30-45 minutes daily. After approximately 2 months since
stenting, echocardiography was done, LVEF 50% with improving wall motion. NT-proBNP level was 243 ng/mL. Last week, echocardiography shown improving LVEF 63%, with slight abnormal wall motion, no scar was
detected. NT-proBNP level was 105 ng/mL. Conclusion: Physical activity can play crucial role in reducing mortality of post-MI patients. To achieve maximal
anti remodeling benefits clinically stable patients after uncomplicated MI should begin aerobis exercise training
earlier after hospital discharge (form one week) and should continue training for up to 6 months. Type of physical
activity is low-to moderate intensity with 150 minutes/week. In conclusion, this patient had recovery post MI by
regularly exercise aerobics, taking medicine and had positive benefits from exercise. Keywords: Myocardial infarction, Exercise, Cardiac rehabilitation
Effects of Exercise Training for Myocardial Infarction Keywords: Myocardial infarction, Exercise, Cardiac rehabilitation Effects of Exercise Training for Myocardial Infarction Conclusion The impact of SSP on cardiac function vary one to another. Low LVEF prior to SSP can lead to deterioration of
symptoms and LVEF during pregnancy. Counseling should be given prior to SSP and close monitoring
throughout the pregnancy is a necessity Keywords: Subsequent pregnancy, Peripartum Cardiomyopathy, Heart failure Indonesi
Car
Indonesian J Car
pISSN: 2830-310
doi: 10.3
Regular Exercise Impact for Myocardial Infarction: For A Better Future
S. Chandra1, A.A. Lukito1, R.A.P. Fernandes1, H. Hutabarat1, I. Sabrina1
Siloam Hospital Lippo Village1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background: g
Organ injury is commonly present in patients with heart failure due to organ hypoperfusion. Ischemic gastritis is
a rare disease with poor prognosis in patients with hemodynamic disruption. Low output state and repeated
episodes of hypotension, can lead to organ perfusion impairment, one of them occurs in the gaster which is rarely
reported. We present a case report of ischemic gastritis in a patient with heart failure reduced ejection fraction
(HFrEF). Case illustration: A 56-year-old-male came to the ER with major complaint of nausea, vomiting after every time he eats, and
epigastric pain since 3 days ago with a history of chronic epigastric pain for the last 4 years. The pain was sharp
and non-radiating. No chest pain, palpitations, nor dyspnea. He has history of CAD with 2 stents at LAD, CHF,
and AF NVR. Blood pressure was 87/49 mmHg and heart rate was 60 bpm irregular. ECG showed AF NVR,
LBBB, and prolonged QTc (605 ms). Physical examination revealed soft, non-distended abdomen with epigastric
pain. Laboratory studies showed Hemoglobin 15.8, Creatinine 3.08, NT-pro-BNP 2678, and Kalium 2.6. Left
ventricular ejection fraction was 24%. He underwent gastroscopy and had several episodes of hypotension during
the procedure that required 1000ml total of fluid resuscitation. Gastroscopy showed mucosal break at the distal
esophagus, pale inflamed gastric mucosa with multiple erosions at the corpus and antrum. Biopsy was concluded
as chronic active gastritis. He was given aggressive PPI therapy and gastric mucosa protector. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Uncommon Case of Ischemic Gastritis in Heart Failure Reduced Ejection Fraction Uncommon Case of Ischemic Gastritis in Heart Failure Reduced Ejection Fraction Background ardiorenal syndrome (CRS) is a dysfunction of heart and kidney that occur simultaneously and overlap, dev
to a vicious cycle in the form of a decrease in interrelated and lethal function in both organs. Discussion CRS-type 5’s risk factors include sepsis, vasculitis and systemic conditions (SLE, amyloidosis and obesity) lead
to cardiac and renal dysfunction. CRS type-5 mechanism include systemic inflammation, increased central venous
pressure (CVP), activation of the renin-angiotensin-aldosterone system (RAAS), sympathetic neurohormonal
system (SNS), oxidative stress, dysfunction vascular endothelium lead to cardiac and renal fibrosis resulting
cardiac and renal insufficiency. Case Illustration A 20-year-old female, complained shortness of breath since 3 days and getting worse since 1 day ago. She also
complained of swelling in both legs since 1 month. The patient has a history of SLE since 1.5 years. Physical
examination: BP 90/60 mmHg, pulse 100 x/min regular, JVP neck PR+5 cmH2O, rhonchi +++/-++, all four
extremities cold, edema -+/-+. EKG: sinus rhythm, HR 99x/min, LAD axis, P wave normal, PR interval 160 ms,
QRS complex <0.12 sec, R/S ratio in V1 <1, RV5+SV1 >35 mm and T-inversion non- specific at II, III, aVF,
with an effect of SR, 99 bpm, LVH. Laboratory examination: HGB 8.35, BUN 34.3, SC 1.34, eGFR 55.88,
Procalcitonin 58.96, pH 6.94, pCO2 77.4, HCO3- 16.40. UL results: leukocytes 2+, nitrites (-), ketones (-), protein
(2+), sedimentary leukocytes 48, bacteria ++. The patient was diagnosed with ADHF Profile C ec SLE related
cardiomyopathy, cardiogenic shock, EF 40%, ACKD ec pre-renal on CKD suspect lupus nephritis, cardiorenal
suspect type-5(CRS type-5)?, and severe metabolic acidosis(6.94). The patient was admitted to the ICCU. CARDIORENAL SYNDROME (CRS) TYPE-5 IN SYSTEMIC LUPUS ERYTHEMATOSUS (SLE): A
RARE CASE REPORT G.S. Ambara1, K.S.S Darma2
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia2 G.S. Ambara1, K.S.S Darma2
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia2 G.S. Ambara1, K.S.S Darma2
1Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. dr. I. G. N. G. Ngoerah, Denpasar, Indonesia2 Conclusion : Patients with HFrEF, repeated episodes of hypotension, history of CAD and AF could experience ischemic
gastritis due to chronic gastric hypoperfusion. Early diagnosis with gastroscopy and aggressive therapy is required
to increase survival by preventing the development of hematemesis or gaster necrosis. Heart failure treatment also
plays an important role in improving patient’s outcome. Keywords: Heart failure reduced ejection fraction, ischemia gastritis, hypoperfusion words: Heart failure reduced ejection fraction, ischemia gastritis, hypoperfusion Keywords: Heart failure reduced ejection fraction, ischemia gastritis, hypoperfusion
Gastroscopy showed mucosal break at the distal esophagus (A), pale inflamed gastric mucosa with multiple
erosions at the corpus (B, C) and antrum (D). stroscopy showed mucosal break at the distal esophagus (A), pale inflamed gastric mucosa with multiple
erosions at the corpus (B, C) and antrum (D). Case Illustration A 62-year-old man presented to emergency department with chest discomfort and palpitation. He had a history of
CHF CF II ec IHD/HHD presenting with inferior posterior lateral STEMI Killip II onset 3 hours seven days
ago. He was referred to a bigger hospital to undergo primary coronary intervention. His coroangiography showed
80% occlusion in mid LAD, hence 1 DES was implanted in LAD. During his hospitalization, his ECG was back
to baseline. He was discharged after sevendays, six hours before his second attack. g
y
Six hours after discharge, he came back to our ER with the same presentation. He was compos mentis with
irregular heart rate of 178 bpm, tachypnea with oxygen saturation 98% using NRM 10 lpm. His blood pressure
was normal. His ECG showed lateral STEMI with atrial fibrillation with rapid ventricular response. The patient
was assessed with Reinfarction of lateral STEMI Killip II onset 1-2 hours, AFRVR, CHF CF II (Low EF) ec
IHD/HHD. He was then referred again for further investigations. At the referal hospital, he was given Metoprolol
for rate control. His pulse slowed down and during so, his ST segment came back to baseline. Background g
ST elevation in an ECG is most often attributable to an episode of STEMI. Nevertheless, we should consider other
possibilities which can evoke this ECG finding. Not Every ST Elevation is a STEMI: Tachycardia induced ST Elevation in a Post-STEMI Patient R. Ayuningtyas1, A. Ciptasari1, S. Inayasari1, A. Novitasari1, N.A. Novembri1, W. Pamungkas2, M.G. Suw
L. Pribadi1, A. Muthmaina1
Rumah Sakit Pusat Angkatan Udara Suhardi Hardjolukito, Bantul, Indonesia1
Adisutjipto Air Force Base, Bantul, Indonesia2 R. Ayuningtyas1, A. Ciptasari1, S. Inayasari1, A. Novitasari1, N.A. Novembri1, W. Pamungkas2, M.G. Suwandi1,
L. Pribadi1, A. Muthmaina1
Rumah Sakit Pusat Angkatan Udara Suhardi Hardjolukito, Bantul, Indonesia1
Adisutjipto Air Force Base, Bantul, Indonesia2 R. Ayuningtyas1, A. Ciptasari1, S. Inayasari1, A. Novitasari1, N.A. Novembri1, W. Pamungkas2, M.G. Suwandi1,
L. Pribadi1, A. Muthmaina1
Rumah Sakit Pusat Angkatan Udara Suhardi Hardjolukito, Bantul, Indonesia1
Adisutjipto Air Force Base, Bantul, Indonesia2 Conclusion CRS type-5 is a complex condition that includes broad systemic disorders which there is progressive concomitant
and overlapping cardiac and renal dysfunction that can result from systemic conditions such as SLE. Keywords: CRS, SLE, heart dysfunction, kidney dysfunction Indonesian Journal of
Cardiology Conclusion When faced with ECG findings of ST elevation and AFRVR, moreover there's a history of CAD1VD not long
before, the first diagnosis comes to mind must be a reinfarction. But before hastily make the decision, we should
eliminate another differential diagnosis that can mimick those of STEMI reinfarction. The process leading to the
diagnosis of STEMI relies on integration of multiple clinical, laboratory and ECG findings, assessment prompted
by single cues must be avoided. Keywords: Atrial fibrillation, STEMI, Electrocardiogram Background g
HIV infection has role in triggering and accelerates atherosclerosis. Atherosclerosis associated with HIV infection
etiological factors and clinical features is different from atherosclerosis in non-HIV. Discussion Risk factors for MI in HIV patients include age, male sex, smoking, hypertension, co-infection and also ART
especially protease inhibitor agents (PIs). Endothelial dysfunction secondary to the use of ART occurs by
decreased of nitric oxide (NO) production, increased reactive oxygen species (ROS), impaired cholesterol, and
accelerated foam cell formation. HIV infection increase the risk of CVD through the role of viremia, viral
translocation, other co-infection which will cause hypercoagulation, endothelial dysfunction and myocardial
fibrosis. ST-ELEVATION MYOCARDIAL INFARCTION (STEMI) INFEROPOSTERIOR + RIGHT
VENTRICLE INFARCT IN A PATIENT WITH HUMAN IMMUNODEFICIENCY VIRUS (HIV)
INFECTION: A CASE REPORT G.S. Ambara1, H. Wirawan1
Department of Cardiology and Vascular Medicine, Faculty of Medicine Udayana University, RSUP Prof. d
G. N. G. Ngoerah, Denpasar, Indonesia1 Case Illustration A 41-year-old man, complained of left chest pain since 5 hours ago. The patient has a history of HIV and taking
ART. Patient still smoking 2 packs/day. Blood pressure was 145/93 mmHg, normal S1S2, regular, no murmurs. On the serial ECG showed sinus rhythm, HR 56 x/minute, normal axis, normal P wave, normal PR interval (160
ms), complex QRS <0.12 sec, R/S ratio in V1 < 1, RV5+SV1 <35 mm and ST elevation in leads II, III, aVF, V4R-
V6R, V7-V9 back to the isoelectric line, with STEMI Inferoposterior impression + RV Infarct (susp autolysis?). Troponin I 342.8 and CKMB 132.2. The patient was diagnosed with STEMI Inferoposterior + RV Infarct Killip
I (onset 5h, TIMI 1/14, EF BP 57%), Stage I hypertension, Dyslipidemia, Hypertriglyceridemia and stage I HIV
infection. The patient undergoes conservative treatment and ARV FDC(TDF/3TC/EFV). Conclusion HIV infection creates a pro-inflammatory environment that stimulates the progression of atherosclerosis, which
correlates with increased risk MI. However, despite control of viremia with the use of ART, continued low levels
of HIV replication resulting in ongoing inflammatory processes and immune activation facilitate the progression
of CVD. Keywords: Myocardial Infaction, HIV infection, inflammatory processes, immune activation Keywords: Myocardial Infaction, HIV infection, inflammatory processes, immune activation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1. ECG in ER (STEMI Inferoposterior + RV Infarct) Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. ECG in ER (STEMI Inferoposterior + RV Infarct) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Surviving VSR: When to Operate and What Vascular Complications to Expect? M.J. Al-Farabi1, R.R. Juwita1, R. Bagus1, Y.H. Oktaviono1, Andrianto1, M.Y. Alsagaff1, Y.E. Sembiring2, O. Revianto2
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Airlangga University, Surabaya,
Indonesia1
Department of Thorax Surgery, Faculty of Medicine, Airlangga University, Surabaya, Indonesia2 Department of Thorax Surgery, Faculty of Medicine, Airlangga University, Surabaya, Indonesia2 Background: Ventricular septal rupture (VSR) is one of the most lethal mechanical complications following acute
myocardial infarction (AMI) with 94% mortality in one month without surgery. Since it is a rare case, only a few
consensuses are available to guide us in managing VSR, determining the surgical timing, and understanding
potential complications. Interestingly, in June 2022 we have 6 cases of VSR admitted to Soetomo General
Academic Hospital. Herein we describe insightful lessons from these case series. Case Illustration: 6 cases of VSR were admitted to our hospital in June 2022. All cases are late-presentation of non-reperfused
Anterior STEMI coming from a rural hospital. All cases developed recurrent congestion and circulatory failure. 4 cases used IABP (Intra-Aortic Baloon Pump) to prevent cardiogenic shock and further development of VSR. 4
cases underwent surgery with a 75% survival rate. Two cases failed to undergo surgery due to irreversible shock
despite multiple hemodynamic support including IABP, another case was due to no insurance. VSR case who was
operated on the 21st day had the best clinical outcome and was discharged immediately 4 days after surgery with
NYHA Class II, however, we need to deal with sepsis since the patient had a prolonged stay. Another case who
was operated at the 14th day was having progressive residual VSR (0.6-1.2 cm) and develops circulatory failure
which ended up in progressive kidney and liver damage. However, the patient survived and was discharged 14
days after surgery with NYHA Class IV. Cases that were operated on the 7th day have conflicting outcomes, the
first case was successfully corrected with NYHA Class II outcome but with Acute Limb Ischemia in both of her
legs, thus they were amputated. The second case failed to be corrected since no scar was available thus VSR hole
cannot be stitched and the patient died immediately after. Other interesting findings are all survivors developed
vascular complications. 3 cases developed blue toe syndrome and one case develop Acute Limb Ischemia. Conclusion: Ventricular septal rupture (VSR) timing of surgery may determine the success rate, survival, type of
complications, and NYHA class outcome. Delaying surgery until the 21st day may provide the best outcome and
survival yet it will be challenging for the cardiologist due to the risk of sepsis and recurrent congestion. Earlier
surgery may be challenging for thoracic surgeons since the risk of stitching failure and residual VSR is high. We
also need to be aware of vascular complications when managing VSR which may be caused by macro or
microemboli which may be triggered by IABP, interseptal patch, or blood turbulence. Keywords: STEMI, Surgical Timing, VSR, Vascular Complication Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Total AV Block and Sinus Node Dysfunction in Acute Myocardial Infarction: To Pace or Not to Pace? A.C. Zulfiqar, S.B. Case Illustration: Raharjo
Departement of Cardiology And Vascular Medicine, Faculty of Medicine Universitas Indonesia Management of Clinically Suspected Rheumatic Heart Disease in Rural Area V. Calosa1, M. Valeria2, N. Dewi3
General Practitioner, Bajawa Public Hospital, East Nusa Tenggara, Indonesia1
General Practitioner, Inerie Public Health Center, East Nusa Tenggara, Indonesia2
Department of Internal Medicine, Bajawa Public Hospital, East Nusa Tenggara, Indonesia3 V. Calosa1, M. Valeria2, N. Dewi3
General Practitioner, Bajawa Public Hospital, East Nusa Tenggara, Indonesia1
General Practitioner, Inerie Public Health Center, East Nusa Tenggara, Indonesia2
Department of Internal Medicine, Bajawa Public Hospital, East Nusa Tenggara, Indonesia3 Background: Rheumatic heart disease (RHD) is a sequela of acute rheumatic fever (ARF). Although rarely found
nowadays, RHD persists among low to middle and income countries (LMIC), including Indonesia. Approximately
82% of deaths occurred in RHD-endemic locations. Adequate treatment when Streptococcal infection or ARF
occurred may prevent RHD. It is often not achieved due to low socioeconomic status and limited access to health
care. Most patients seek medical treatment once complications occur, therefore RHD has to be recognized earlier. Diagnosis requires echocardiogram and treatment requires surgical intervention, which are often unfeasible in
rural area. We present two cases regarding management of clinically suspected RHD in rural area. Case Illustration: A thirty-five-year-old (‘Patient A’) and a twenty-nine-year-old woman (‘Patient B’) had
complaints of dyspnea, orthopnea, fatigue, palpitation, cough, and epigastric pain. ‘Patient A’ had history of heart
failure (HF) for 11 years, while ‘Patient B’ had history of dyspnea since first trimester of pregnancy. Both had
frequent sore-throat in childhood. Physical examinations revealed tachycardia, tachypnea, diastolic murmur at
cardiac apex, bibasilar crackles, and leg edema. The predominant cause of mitral stenosis (MS) is rheumatic fever and two-thirds of patients with
rheumatic MS are female. Both patients were female and had diastolic murmur at cardiac apex which suggested
MS. Clinically-suspected RHD was diagnosed based on history of frequent sore-throat in childhood, LMIC, RHD-
endemic area, MS, HF, and AF. We treated the HF and AF. We administered aspirin for the MS and AF instead
of vitamin-K-antagonist anticoagulant due to its unavailability. Patients had improved conditions, therefore were
discharged and referred to cardiologist for further assessment and management. Conclusion: It is possible to diagnose clinically-suspected RHD, particularly in LMIC and RHD-endemic area
with evident past medical history and clinical findings. Treatments are aimed to overcome RHD complications. Eventually, referral to cardiologist is mandatory. rds: rheumatic heart disease, mitral stenosis, acute heart failure, atrial fibrillation, rural area
Figure 1. AV Block and Sinus Node Dysfunction in Acute Myocardial Infarction: To Pace or Not to Pace? q
j
Departement of Cardiology And Vascular Medicine, Faculty of Medicine Universitas Indonesia Background : Conduction disorder are frequent in cases of myocardial infarction. It represents 2-5% of the
population with myocardial infarction and are three times more frequent in inferior myocardial infarction than in
other region of infarction. Current guidelines recommend permanent pacemakers only for “persistent” infra-nodal
or symptomatic second- or third-degree AV block or sinus node dysfunction, however determining persistent
conduction disorder after MI are frequently challenging. ctive : To present a case of cardiac conduction disturbance in SA and AV node following inferior myocardi
ction and its reversibility during hospitalization. Case Illustration : A 62 years old male came to the emergency room with typical ischemia chest pain since 1
days prior to index hospitalization and evidence of inferior ST-segment elevation. Reperfusion was done
percutaneously with 1 drug eluting stent at the right coronary artery. During observation he developed complete
AV block on the second day without evidence of re-infarction followed by Sinus node dysfunction on the eighth
day of hospitalization. The conduction disorder showed improvement after the tenth days of observation, thus
cardiac pacemaker plan was deferred. The patient was discharged from hospital with good haemodyamic status,
and with good improvement of the ECG rhythm. g
p
y
Conclusion : STEMI especially inferior MI is frequently associated with conduction disorders due to its region
of vascularization. Most of the conduction disorders in myocardial infarction are reversible. Careful observation
and analysis of the 12-lead ECG in patient with conduction disorders will lead to better patient survival. Keywords: Acute myocardial infarction TAVB SND pacemaker Management of Clinically Suspected Rheumatic Heart Disease in Rural Area Clinical findings, electrocardiogram, and chest x-ray of Patient A and Patient B Keywords: rheumatic heart disease, mitral stenosis, acute heart failure, atrial fibrillation, rural area Figure 1. Clinical findings, electrocardiogram, and chest x-ray of Patient A and Patient B Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Deep Dive Into Aminophylline as Precipitating Factor of Atrial Fibrillation : A Case Report N.A. Novebri1, A. Ciptasari1, R. Ayuningtyas1, S. Inayasari1, S. Novitasari1, M. Mohamad2, L. Pribadi1, A. Muthmaina1, M.G. Suwandi1
RSPAU HARDJOLUKITO1
PUSKESMAS BANGUNTAPAN 22 N.A. Novebri1, A. Ciptasari1, R. Ayuningtyas1, S. Inayasari1, S. Novitasari1, M. Mohamad2, L. Pribadi1,
Muthmaina1, M.G. Suwandi1
RSPAU HARDJOLUKITO1
PUSKESMAS BANGUNTAPAN 22 To justify aVR, a single lead ST-elevation with high-priority reperfusion E.R. Utami1, I. Pratanu1, M. Budiarto1, Y.H. Oktaviono1
1Medical Faculty Airlangga University, Soetomo General Hospital, Surabaya, Indonesia N.A. Novebri1, A. Ciptasari1, R. Ayuningtyas1, S. Inayasari1, S. Novitasari1, M. Mohamad2, L. Pribadi1, A.
Muthmaina1, M.G. Suwandi1
RSPAU HARDJOLUKITO1
PUSKESMAS BANGUNTAPAN 22 Background: Atrial fibrillation (AF) can occur from many causes. One of which less familiar to general
practitioners are pulmonary drugs can also induce atrial fibrillation, including Aminophylline. Case Illustration: a 57-year-old woman came to the emergency department with chief complaints of a palpitation
since one day before admission, she also complaint of short of breath, and severe sweating. No sign of acute
decompensated heart failure (ADHF), including rales and pitting oedema. She had medical history of diabetes
type II, hypertension, acute bronchitis, CHF NYHA III and AF. the patient was taking routine medicines
novorapid 8 units, candesartan 16 mg, aminophylline 200 mg, amlodipine 10 mg. her temperature was normal,
blood pressure was 159/91 and her pulse rate was 203 bpm with Irregular heartbeat. The initial ecg showed a rapid
atrial fibrillation response. Upon laboratory examination, there was slightly increase in leukocytosis, blood sugar,
and markers of kidney function. The patient was diagnosed with CHF fc II et causa HHD dd IHD, AFRVR,
Hypertension, Diabetes type II, and Renal Insufficiency. Initially, the patient received a slow bolus injection of
500 mcg digoxin and was admitted to the ICU for further treatment. Discussion: Aminophylline is nonselective adenosine receptor antagonist. It has been demonstrated that
aminophylline reduces the effective and functional refractory period of human and canine myocardium. This
electrophysiological effect will dispose to a disparity in the recovery of atrial excitability that may initiate multiple
reentrant circuits leading to AF. In this case, there is no sign of ADHF, the patient had history of aminophylline
treatment. This condition could be the reason of atrial fibrillation in this patient. Conclusion: in this patient could be induced by many factors. Based on the risk and historical treatment, the used
of aminophylline could be the reason of AF in this patient. Keywords: Atrial Fibrillation, Aminophylline, Diagnose, Electrocardiogram
Figure 1. The initial ECG at Emergency Department with occurrence of AF RVR right after the patient came. Keywords: Atrial Fibrillation, Aminophylline, Diagnose, Electrocardiogram ure 1. The initial ECG at Emergency Department with occurrence of AF RVR right after the patient came. Figure 1. The initial ECG at Emergency Department with occurrence of AF RVR right after the patient came. Background g
The 12-lead electrocardiogram (ECG) is a crucial tool in the diagnosis and risk stratification of acute coronary
syndrome (ACS). Unlike other 11 leads, lead aVR has been long overlooked until recent years. However, recent
investigations have shown that an analysis of ST-segment shift in lead aVR provides useful information on the
coronary angiographic anatomy and risk stratification in ACS. Case illustration A 42 years old male patient with unremarkable medical history presented to the emergency room with typical
chest pain one hour before initial assessment. His only risk factor is history of heavy smoker for 30 years. Initial
electrocardiogram (ECG) showed ST elevation in aVR accompanied by diffuse ST depression. Sequentially, ECG
evaluation showed QS pattern in inferior lead. Echocardiography evaluation displayed regional wall motion
abnormality in inferior and posterior basal region. Intriguingly, cardiac marker result showed normal troponin I
level (0.1 ng/mL). Persistent chest pain occurred despite optimal medical therapy. Urgent coronary angiography
than was performed resulting in significant stenosis in distal left main, total occlusion in obtuse marginal (OM) 1,
chronic total occlusion in left anterior descending and diffuse disease in right coronary artery. A drug eluting stent
then landed in OM 1. Clinical evaluation indicated a substantial decline in chest pain visual analogue score from
7 to 3. Keywords: ST elevation, aVR, reperfusion. Conclusion Conclusion Cardiologists should pay more attention to the tracing of lead aVR when interpreting the 12-lead ECG in clinical
practice. Keywords man’s Phenomenon – An Unusual Electrocardiogram Pattern in Atrial Fibrillation: A Case Report E.A.D Batubara1, G.P. Hapsari1, L.Widianto1, D.R. Fauzan1, R.U. Setiani2, Haryadi2, Yulianto2, I.A. Siregar2
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine University of
Indonesia / National Cardiovascular Center Harapan Kita / University of Indonesia Academic Hospital,
Jakarta, Indonesia; 2Cardiologist, Department of Cardiology and Vascular Medicine, Navy Hospital
Mintohardjo, Jakarta, Indonesia Background: g
The Ashman phenomenon is a rare electrocardiogram(ECG) finding. It is easily misinterpreted as a premature
ventricular contraction (PVC) or ventricular tachycardia. The following presented case is a fascinating specimen
of the ECG findings of a symptomatic Ashman phenomenon. Therefore, it is engaging because of the rarity of the
case and also brings proper attention to the study of rhythm disorder. Case Illustration: A 53-year-old male complained of chest discomfort 4 hours prior, palpitation, and nausea. He had a history of
hypertension, coronary artery disease, and atrial fibrillation. Coronary angiography two years ago revealed non-
significant coronary stenosis with echocardiography concluded hypertrophic cardiomyopathy with normal LV
systolic function (Ejection fraction 73%). Clinical examination showed an irregular heartbeat with grade I
hypertension. ECG showed atrial fibrillation with aberrant conduction (the Ashman phenomenon), which has an
RBBB pattern and occurred when a short R-R interval followed a long R-R interval. Laboratory examination and
troponin were all within normal limits. The patient was treated with ramipril, atorvastatin, simarc and amiodarone
but later was discontinued following a slow heart rate. Differentiating the Ashman phenomenon vs PVC could be
challenging, especially if the heart rate is fast. Fisch criteria may help to discern between typical Ashman
phenomenon and PVC, yet some references said that electrophysiological data might not confirm this criterion. Symptoms of the Ashman phenomenon are related to the underlying cardiac condition. No treatment is needed
explicitly for this condition. Therapy mandates controlling heart rate or rhythm in atrial fibrillation. p
Keywords Keywords Keywords: ST elevation, aVR, reperfusion. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Ashman’s Phenomenon – An Unusual Electrocardiogram Pattern in Atrial Fibrillation: A Case Report
E.A.D Batubara1, G.P. Hapsari1, L.Widianto1, D.R. Fauzan1, R.U. Setiani2, Haryadi2, Yulianto2, I.A. Siregar2
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine University of
Indonesia / National Cardiovascular Center Harapan Kita / University of Indonesia Academic Hospital,
Jakarta, Indonesia; 2Cardiologist, Department of Cardiology and Vascular Medicine, Navy Hospital
Mintohardjo, Jakarta, Indonesia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Background g
Amiodarone is reported to cause a wide continuum of serious lethal side effects. These include Amiodarone-
induced pulmonary toxicity (AIPT), serious bleeding when combined with warfarin, and prolonged QT Interval
which can manifest into Torsade de Pointes. Case Illustration We describe a 57-year-old patient who developed severe Anterior STEMI which manifested with
recurrent ventricular tachycardia. On admission, the patient developed recurrent VT (Ventricular tachycardia) 3
times, and Atrial Fibrillation, hence Amiodarone was given repeatedly until reached 8.2 grams, and warfarin was
given to prevent stroke. The patient underwent Percutaneous Coronary Intervention due to hemodynamic
deterioration. We found total occlusion on its Left Main Coronary Artery and we stented its Left Main Coronary
Artery to mid-LAD. Two days after PCI and 7th days after amiodarone first injection, the patient developed
recurrent Torsade de Pointes with prolonged QT Interval (QTc 521), massive epistaxis, worsening bilateral
infiltrates, and nodular opacities on chest imaging. We suspected the patient had developed multiple
manifestations of amiodarone toxicity thus we stopped amiodarone infusion. We have excluded possible other
causes of these manifestations since the patient has normal electrolyte levels, no sign of congestion on
echocardiography, and negative bacterial culture. We successfully reversed Torsade de Pointes through
cardioversion, prevent its recurrence using Lidocaine, stopped massive epistaxis using bellocq tampon, reversed
INR level with Vitamin K, and reversed interstitial lung damage using the steroid for 1 month. 2 months after
discharge, the sign of amiodarone toxicity has been reversed proven with normal QTc Interval and no sign of
bilateral infiltrates on chest imaging. Successful Reversal of Triple Manifestation of Amiodarone Acute Toxicity in Patient with Total
Occlusion of LMCA Complicated with Recurrent Ventricular Tachycardia. M.J. Al-Farabi1, Y. Azmi1, A. Kamardikan1, R. Mahardika1, M.Y. Alsagaff1, A. Bachtiar2, Y.H. Oktaviono1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, Airlangga University, Surabaya,
Indonesia1 Department of Pulmonology, Faculty of Medicine, Airlangga University, Surabaya, Indonesia2 Keywords: Amiodarone Toxicity, Epistaxis, STEMI, Torsade de Pointes Conclusion: In principle, the Ashman phenomenon is related to its underlying cardiac condition. However, it is necessary to
describe and discuss the interpretation of this rare electrocardiographic finding because it should be differentiated
from wide-complex ventricular arrhythmia. Keywords: The Ashman phenomenon, Atrial Fibrillation, Electrocardiogram Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Conclusion To our knowledge, this is the first case of triple Amiodarone toxicity manifestation on LM Occlusion. This case also gives insight into the early identification and aggressive reversal of amiodarone toxicity, which has
proven to improve clinical outcomes. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Atrioventricular Node Ablation with Permanent His Bundle Pacing in Patient in Concomitant Atrial
Fibrillation and Hypertrophic Obstructive Cardiomyopathy
1
1 2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Atrioventricular Node Ablation with Permanent His Bundle Pacing in Patient in Concomitant Atrial
Fibrillation and Hypertrophic Obstructive Cardiomyopathy Node Ablation with Permanent His Bundle Pacing in Patient in Concomitant Atrial
Fibrillation and Hypertrophic Obstructive Cardiomyopathy Rufiat1, Muzakkir1,2
1Faculty of Medicine, Hasanuddin University, Makassar, Indonesia;
2Cardiac Center Wahidin Sudirohusodo, Makassar, Indonesia Background: g
Atrioventricular node ablation combined with His bundle pacing (HBP) are feasible, safe, and effective in patients
with refractory atrial fibrillation. Among hypertrophic cardiomyopathy with left ventricular outflow tract
obstruction patients, atrial fibrillation is a common sustained arrhythmia, primarily caused by left atrial dilatation
and remodelling. Case Illustration : We report a case of successful atrioventricular node ablation combined with His bundle pacing in a 35-year-old
male with slow atrial fibrillation and hypertrophic obstructive cardiomyopathy with left ventricular outflow tract
obstruction. Echocardiographic examination showed maximum left ventricle outflow tract gradient of 64.61
mmHg, severe mitral valve regurgitation due to prolapse anterior mitral leaflet, normal systolic left ventricular
function with ejection fraction of 68% and normal systolic right ventricular function prior to procedure. Maximum
left ventricle outflow tract gradient was significantly reduced to 36.5 mmHg after procedure. Conclusion : Conclusion : His-Purkinje conduction system pacing combined with atrioventricular node ablation system pacing combined
with atrioventricular node ablation (AVNA) is a feasible and safe with a high success rate in persistent atrial
fibrillation patients with heart failure and ICD indication, such as hypertrophic obstructive cardiomyopathy with
left ventricular outflow tract obstruction. AVNA with HBP in this condition is associated to improve symptoms
and quality of life through decrease in left ventricle outflow tract obstruction. Keywords: atrioventricular node ablation, permanent his bundle pacing, atrial fibrillation, hypertrophic
obstructive cardiomyopathy Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
A Rare Case of Total Atrioventricular Block in Children: what we can do in remote district hospitals? Eliza1, K.D. Krisnayanti1, G.A.R. Pertiwi1
Waikabubak Regional District Hospital, West Sumba, East Nusa Tenggara, Indonesia1 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration: A 62-year-old man presented to emergency department with chest discomfort and cold sweats. He was compos
mentis with irregular heart rate of 109 bpm, tachypnea with oxygen saturation 98% using NK 3 lpm. His blood
pressure was normal. He had a history of heart failure with low EF and also stroke, not routinely controlled or
monitored. His ECG showed lateral STEMI with new onset RBBB. The patient was assessed with Lateral STEMI
Killip II onset 3 hours, AFRVR, CHF cf II (Low EF) ec IHD/HHD, PETA, renal insufficiency. Due to worsening
chest pain and relative contraindicative for fibrinolysis, he was then referred for primary coronary
intervention. His coroangiography at the referal hospital showed 80% occlusion in mid LAD, hence 1 DES was
implanted. Background: ac g ou d:
ST-segment elevations in two or more contiguous leads or either new left bundle branch block (LBBB) or
right bundle branch block (RBBB) on ECG in a patient with acute onset chest pain are diagnostic criteria for acute
myocardial infarction and generally condone coronary angiography and cardiac catheterization. A Rare Case of Total Atrioventricular Block in Children: what we can do in remote district hospitals?
Eliza1, K.D. Krisnayanti1, G.A.R. Pertiwi1
Waikabubak Regional District Hospital, West Sumba, East Nusa Tenggara, Indonesia1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Newly documented right bundle branch block in presence of lateral STEMI: A predictor of poor
prognosis? Newly documented right bundle branch block in presence of lateral STEMI: A predictor of poor
prognosis? R. Ayuningtyas1, N.A. Novembri1, A. Ciptasari1, S. Inayasari1, A. Novitasari1, W. Pamungkas2, M.G. Suwandi
L. Pribadi1, A. Muthmaina1
Rumah Sakit Pusat Angkatan Udara Suhardi Hardjolukito, Bantul, Indonesia1
Adisutjipto Air Force Base, Bantul, Indonesia2 s1, N.A. Novembri1, A. Ciptasari1, S. Inayasari1, A. Novitasari1, W. Pamungkas2, M
L. Pribadi1, A. Muthmaina1
Rumah Sakit Pusat Angkatan Udara Suhardi Hardjolukito, Bantul, Indonesia1
Adisutjipto Air Force Base, Bantul, Indonesia2 A Rare Case of Total Atrioventricular Block in Children: what we can do in remote district hospitals?
Eliza1, K.D. Krisnayanti1, G.A.R. Pertiwi1
Waikabubak Regional District Hospital, West Sumba, East Nusa Tenggara, Indonesia1 A Rare Case of Total Atrioventricular Block in Children: what we can do in remote district hospitals? Eliza1, K.D. Krisnayanti1, G.A.R. Pertiwi1
Waikabubak Regional District Hospital, West Sumba, East Nusa Tenggara, Indonesia1 Background: Myocarditis complicated total atrioventricular block (TAVB) is rare in children. Of the varied
presentations of myocarditis, total atrioventricular block (TAVB) was thought to be an isolated feature, with rapid
and full recovery if it was diagnosed early and treated with emergency pacemaker implantation. Case Illustration: A 16-year-old male came to the emergency department with recurrent syncope of 10-minute
episodes at home. One week ago, he developed a fever, epigastric pain and repeated vomiting. Physical
examination were unremarkable except heart rate (HR) of 24 bpm. An electrocardiogram (ECG) showed a total
AV Block with ventricular escape rhythm (atrial rate 100 bpm, ventricular rate 27 bpm). The chest x-ray and
echocardiogram findings were normal. The LED level was increased (30 mm/h). Acute myocarditis with
alternative of electrolyte imbalance were considered as underlying causes. Despite of maximal atropine sulfate
doses, followed by a dopamine infusion, the ventricular rate relatively unchanged. So we start epinephrine
infusion, combined with salbutamol, and ibuprofen as anti-inflammation. The HR was improved after third day
with evolution to 2nd degree AV Block type I and the patient was safely discharged at the 8th day. A TAVB is
ideally treated with a temporary pacemaker. However, as it was not available in our area, treatment was limited
to the oral and IV medications described above. The fever and increased LED pointed to myocarditis as the
underlying cause. The vomiting indicated the possibility of an electrolyte imbalance and this could not be
definitely ruled out as we did not have the modality to check for electrolyte levels. y
y
y
Conclusion: Myocarditis should be considered as a transient TAVB in children. In remote area, the core
management include hemodynamic support and adequate anti-inflammation. Keywords: TAVB in childhood, symptomatic bradycardia, syncope, myocarditis acute
Total AV Block Echocardiogram Keywords: TAVB in childhood, symptomatic bradycardia, syncope, myocarditis acute Total AV Block Echocardiogram Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Newly documented right bundle branch block in presence of lateral STEMI: A predictor of poor
prognosis? Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Conclusion: New-onset RBBB in a patient with typical STEMI and ischemic symptoms should raise suspicion of critical LAD
coronary occlusion. It is increasingly being recognized as one of ECG patterns associated with worse outcome. It
is important to minimize the delay in performing reperfusion therapy as they can improve outcome and survival. Keywords: STEMI, RBBB, Acute Coronary Syndrome New-onset RBBB in a patient with typical STEMI and ischemic symptoms should raise suspicion of critical LAD
coronary occlusion. It is increasingly being recognized as one of ECG patterns associated with worse outcome. It
is important to minimize the delay in performing reperfusion therapy as they can improve outcome and survival. Keywords: STEMI, RBBB, Acute Coronary Syndrome Clinical Outcome of Post Right Ventricular Outflow Tract Stenting in the Severe Cyanosis Tetralogy of
Fallot Case With Down Syndrome
I.S. Pradisa1, M. Pramudyo1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Padjadjaran, Bandung,
Indonesia1 Clinical Outcome of Post Right Ventricular Outflow Tract Stenting in the Severe Cyanosis Tetralogy of
Fallot Case With Down Syndrome
I S Pradisa1 M Pramudyo1 Clinical Outcome of Post Right Ventricular Outflow Tract Stenting in the Severe Cyanosis Tetralogy of
Fallot Case With Down Syndrome I.S. Pradisa1, M. Pramudyo1
Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Padjadjaran, Bandung,
Indonesia1 Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Abstract
Background. Surgical repair of Tetralogy of Fallot (TOF) in early infancy has become advances. A less invasive
strategy such as Right Ventricular Outflow Tract (RVOT) stenting has many potential benefits in term of
stabilizering the clinical condition. However in a critically condition with severe cyanosis, surgical repair is
expected to carry a high morbidity and mortality risk. ToF represents 75% in cyanotic congenital heart disease
and infrequent association with Down Syndrome (DS). A good corrective surgery of TOF with DS patients can
prolong their life. Thus, in this case report, we would like to propose clinical outcome of post RVOT stenting in
the TOF patient with DS. Abstract Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Management of Tuberculous Pericarditis with Cardiac Tamponade in Remote Area: A case report
E. Zuhri1, W.S. Yahya1
Teluk Bintuni Hospital, Papua Barat, Indonesia1 Abstract Abstract Background. Surgical repair of Tetralogy of Fallot (TOF) in early infancy has become advances. A less invasive
strategy such as Right Ventricular Outflow Tract (RVOT) stenting has many potential benefits in term of
stabilizering the clinical condition. However in a critically condition with severe cyanosis, surgical repair is
expected to carry a high morbidity and mortality risk. ToF represents 75% in cyanotic congenital heart disease
and infrequent association with Down Syndrome (DS). A good corrective surgery of TOF with DS patients can
prolong their life. Thus, in this case report, we would like to propose clinical outcome of post RVOT stenting in
the TOF patient with DS. Case Illustration. A 6-month-old girl presented to Hasan Sadikin Hospital due to worsening shortness of breath
and progressively cyanosis 30 minutes prior to arrival. Her weighed 5.5kg and length 48cm. She was saturating
65% and had severe cyanosis. The child was intubated on ventilator. On physical examination, she has short
stature, flattened facies with depressed nasal bridge, almond-shaped eyes, all the symptoms refers to DS. Echocardiography was performed and showed TOF with subinfundibular stenosis. She was brought to the
catheterization laboratory for RVOT stenting. In the middle of procedure, she has severe bradycardia and cardiac
arrest, fortunately she was Return of Spontaneous Circulation (ROSC) without any complication and show clinical
improvement without cyanosis.. Conclusion. TOF with DS has high risk of severe cyanosis and can be increase morbidity and mortality risk in
surgical repair. RVOT stenting is relatively safe for TOF case with DS without any complication. Keywords. tetralogy of fallot, right ventricular outflow tract, down syndrome, clinical outcome
Keywords: tetralogy of fallot, right ventricular outflow tract, down syndrome, clinical outcome Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:supp
pISSN: 2830-3105 / eISSN: 2964-7
doi: 10.30701/ijc.1537
Management of Tuberculous Pericarditis with Cardiac Tamponade in Remote Area: A case report
E. Zuhri1, W.S. Yahya1
Teluk Bintuni Hospital, Papua Barat, Indonesia1 a case of 20 years old man with acute pericarditis A. Mahadewa1
Departemen Kardiologi FK Unhas1 BACKGROUND Acute pericarditis is a syndrome of inflammation of the pericardium with or without pericardial effusion. The
etiology of acute pericarditis consists of both infectious and non-infectious consequences. Infection can be
caused by viruses, tuberculosis, and pyogenic bacteria. While non-infectious can come from post myocardial
infarction, uremia, malignancy, radiation-induced, connective tissue disease, and drugs. The characteristics of
pericarditis consist of 3 stages, namely 1) local vasodilatation through fluid transudation into the pericardial
cavity; 2) increased vascular permeability causing protein leakage into the pericardial cavity; 3) leukocyte
exudation, starting from neutophiles then followed by mononuclear cells. The most common symptoms are chest pain and fever. Chest pain may be severe and is usually localized to the
retrosternal and left precordial areas. Dyspnea also usually occurs but is not affected by activity and may result
from the patient's fear of taking a breath due to pleuritic pain. The clinical diagnosis can be established by 2 out
of 4 criteria, namely typical sharp chest pain, pericardial friction rub, diffuse ST segment elevation on EKG
examination, and pericardial effusion Management of Tuberculous Pericarditis with Cardiac Tamponade in Remote Area: A case report
E. Zuhri1, W.S. Yahya1
Teluk Bintuni Hospital, Papua Barat, Indonesia1 Background. Tuberculosis accounts for up to 4% of acute pericarditis and 7% of cardiac tamponade cases. Cardiac tamponade is a life-threatening condition. Emergent pericardiocentesis should be performed. But,
sometimes in remote area, the standard equipments to perform pericardiocentesis are not available. q p
p
p
Case Illustration. A 66-year-old man presented to the emergency room with dyspnea and hypotension. Chest X-
rays showed global cardiomegaly with a rounded heart shape. The echocardiogram showed a large pericardial
effusion with sign of cardiac tamponade. Because of limited equipment, an emergent pericardiocentesis was
performed using double lumen central venous catheter 7F through apical approach. There is no complication
during and post procedure. The pericardial fluid was seroxantochrome and the nested real time-polymerase chain
reaction (PCR) of pericardial fluid examination showed tuberculosis infection. Cytology revealed no malignant
cell. The serology for HIV was negative. Anti-tuberculosis regimen in combination with corticosteroid and
colchicine was then started. The patient’s condition improved and was discharged on the tenth day. After 6 months
of therapy, no signs of constrictive pericarditis was found. Conclusion. Key management of tuberculous pericarditis is the administration of anti-tuberculosis regimen and
anti-inflammatory drugs to prevent further complications such as constrictive pericarditis. If tuberculous
pericarditis is accompanied by cardiac tamponade, emergent pericardiocentesis should be performed even with
limited equipment. Keywords: Cardiac tamponade, pericarditis, pericardiocentesis, tuberculosis Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 CASE ILLUSTRATION Acute pericarditis is a form of pericardial inflamatory disease with idiopathic or viral as a common cause. We
reported a case of 20 years old man with acute pericarditis of unknown cause. The patient has appearrance of
clinical and typical electrocardiography finding for acute pericarditis. Inhospital management using ibuprofen
and colchicine with improvement therapeutic result. Pasien had discharge 5 days later and constantly receiving colchicine to avoid further complication
CONCLUSION y
CONCLUSION It has been reported a male patient aged 20 years with complaints of painacute chest, pleuritic and aggravated by
lying down and relieved bysitting position. Preceded by an episode of fever 5 days earlier which resolved
withitself. Electrocardiographic examination showed ST segment elevatio diffuse and diffusesegment
depression. Laboratory tests showleukocytosis, increased ESR and increased cardiac enzymes. Patient
later diagnosed as acute pericarditis. Keywords: Keywords: Indonesian Jour
Cardiology
Indonesian J Cardiol 2023:4
pISSN: 2830-3105 / eISSN:
doi: 10.30701/ijc.15
Catheter-directed Thrombolysis in Acute Lower Limb Ischemia Rutherford II B
P.D.K. Devi1, L.H. Andira1, J.N.E. Putranto1
Faculty of Medicine Universitas Airlangga / RSUD Dr. Soetomo1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Background: Catheter-directed thrombolysis (CDT) is the treatment of choice for patients with relatively mild
acute limb ischemia (ALI) (Rutherford categories I and II A) with no contraindications to thrombolytic therapy. However, patients with severe acute limb ischemia (Rutherford category IIb) also need emergent
revascularization. CDT should be considered, nonetheless, if the relative risks compared with the primary
operation are favorable. Case Illustration: A 66 years old female comes with progressive pain on the right lower extremity, concomitant
with pulselessness, pallor, and mild muscle weakness. Physical examination showed pulseless on the right distal
femoral, popliteal, tibialis anterior, tibialis posterior, and dorsalis pedis arteries. Duplex ultrasonography showed
irregularity of arterial wall along right leg arteries, partially color-coded at mid superficial femoral artery (SFA),
no color-coded at distal SFA, popliteal artery, anterior tibialis artery, proximal tibialis artery, and distal peroneal
artery. Angiography revealed total occlusion at distal SFA, then the patient underwent percutaneous catheter-
directed intra-arterial thrombolysis. Re-angiography evaluation showed flow resolution at distal SFA, consistent
with clinical improvement. Conclusion: Thrombolysis is the treatment of choice for ALI patients with categories I and II A, whereas patients
with progressive ischemia or category II B are indicative of surgical revascularization. However, some studies
show Rutherford II B ischemia can be safely treated with endovascular intervention, which may be an attractive
option for patients at high risk for surgery due to prohibitive medical risk or anatomic factors. eywords: Acute limb ischemia, Rutherford, catheter-directed thrombolysis, endovascular intervention Keywords: Acute limb ischemia, Rutherford, catheter-directed thrombolysis, endovascular intervention Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 SATISFYING OUTCOME IN PATIENT WITH LAUBRY-PEZZI SYNDROME WITH INFECTIVE
ENDOCARDITIS FOLLOWING CARDIAC SURGERY: LESSON LEARNED IN CASE OF 22 MALE
YEARS OLD I. Defriany1, Y. Patimang2, A.A.U. Armin2, M.N. Mallapasi3, J. Kusumanegara3
Cardiovascular Department, Faculty of Medicine, Hasanuddin University-Hasanuddin University Hospital,
Makassar, Indonesia1
Pediatric Division, Cardiovascular Department, Faculty of Medicine, Hasanuddin University-Hasanuddin
University Hospital, Makassar, Indonesia2
Cardiovascular and Thoracic Surgery Department, Faculty of Medicine, Hasanuddin University-Hasanuddin
University Hospital, Makassar, Indonesia3 I. Defriany1, Y. Patimang2, A.A.U. Armin2, M.N. Mallapasi3, J. Kusumanegara3
Cardiovascular Department, Faculty of Medicine, Hasanuddin University-Hasanuddin University Hospital,
Makassar, Indonesia1
Pediatric Division, Cardiovascular Department, Faculty of Medicine, Hasanuddin University-Hasanuddin
University Hospital, Makassar, Indonesia2
Cardiovascular and Thoracic Surgery Department, Faculty of Medicine, Hasanuddin University-Hasanuddin
University Hospital, Makassar, Indonesia3 I. Defriany1, Y. Patimang2, A.A.U. Armin2, M.N. Mallapasi3, J. Kusumanegara3
Cardiovascular Department, Faculty of Medicine, Hasanuddin University-Hasanuddin University Hospital,
Makassar, Indonesia1
Pediatric Division, Cardiovascular Department, Faculty of Medicine, Hasanuddin University-Hasanuddin
University Hospital, Makassar, Indonesia2
Cardiovascular and Thoracic Surgery Department, Faculty of Medicine, Hasanuddin University-Hasanuddin
University Hospital, Makassar, Indonesia3 Background: Laubry-Pezzi syndrome combines a ventricular septal defect (VSD) and aortic regurgitation (AR)
due to coronary cuspis prolapse. Inadequate correction can exacerbate existing aortic regurgitation, even
triggering complications of infective endocarditis. gg
g
p
Case illustration: A 22-year-old man came to the emergency room with complaints of fever three weeks ago,
which did not improve with antipyretics. This complaint has been accompanied by coughing and shortness of
breath during activities since 1-3 months ago. There was no history of sore throat, visits to the dentist, or history
of blues as a baby before. The hemodynamic state was relatively stable. However, a body temperature of 38.20C,
a harsh holosystolic murmur of degree III/VI at the lower left sternal border, a grade III/IV diastolic murmur at
(Intercostal Space) and apex, and pathognomonic signs of aortic regurgitation was obtained. This clinical
condition is supported by cardiomegaly with an R-L shunt on chest X-ray examination, leukocytosis, and
neutrophilia. Echocardiographic examination showed a subaortic VSD, severe AR, vegetation on the aortic valve
that exceeded 10 mm, left ventricular dilatation, and mild pericardial effusion but preserved systolic function in
both ventricles. The diagnosis of Laubry-Pezzi Syndrome with infective endocarditis was made in this patient and
followed by VSD Closure, Aortic Valve Replacement (AVR), and vegetation evacuation. The patient's condition
gradually improved during treatment, and he was subsequently discharged in a stable hemodynamic state. In this
case, a subaortic VSD is suspected, which can cause a venturi effect and lead to AR. This venture effect may also
precipitate infective endocarditis in these patients. Hypertrophic Cardiomyopathy: a Case Report R.S. Ayuningtyas1, R. Wahyuni, Michael1, E. Mariska1, N. Primaditta1, N. Marliyanti1, M. Jufianti1, S. Hidayatullah1, P.P. Dewi2
1General Practitioner, International Central Army Hospital Gatot Soebroto, Jakarta, Indonesia; 2Cardiologist,
International Central Army Hospital Gatot Soebroto, Jakarta, Indonesia Background: Hypertrophic cardiomyopathy (HCM) is a common inheritable cardiac disease defined by presence
of increased left ventricular (LV) wall thickness >15mm in adults, often accompanied by left ventricular outflow
tract obstruction (LVOTO), and malignant arrhythmia leading to sudden cardiac death (SCD). Annual incidence
of SCD in adult patients with HCM is approximately 1-2%. p
pp
y
Case Illustration: A 68-year-old female was referred to a cardiologist with complaints of shortness of breath with
marked limitation of physical activity and occasional palpitation. Her blood pressure was 127/87 mmHg, pulse
rate 67 bpm regular, respiratory rate 20 times/minute and temperature 36,6 ºC. Mid-systolic heart murmur at 6th
left intercostal space was also present. ECG findings were not specific with sinus rhythm, normal axis, no
pathological Q wave nor ST-T changes. CT coronary angiogram showed non-significant 10% stenosis in LAD,
Calcium score was 111. Her NT-proBNP level was 1528 pg/mL. p
pg
Transthoracic echocardiogram (TTE) showed concentric left ventricular hypertrophy (LVH) with interventricular
septal thickness in diastole (IVSD) of 25mm, systolic anterior motion (SAM) with moderate regurgitation of
mitral valve, and Max LVOT gradient of 87 mmHg. Patient was treated with Bisoprolol 2,5mg SID, Furosemide
20mg SID, Spironolactone 25mg SID, Candesartan 8mg SID, Acetylsalicylic Acid 80mg SID and Atorvastatin
20mg SID. Patient’s shortness of breath was alleviated after given therapy, but she remained limited to minimal
physical activity.Presence of LVOT gradient >=50mmHg and refractory symptoms despite medication indicates
consideration for septal reduction therapy (SRT). Patient was offered alcohol septal ablation (ASA), but patient
declined interventive therapy for now. 24-hour holter monitoring is scheduled to find presence of arrhythmia to
determine 5-year risk of SCD and indication for prophylactic ICD. y
y
Conclusions: HCM is closely related to sudden cardiac death, therefore risk stratification is important to
determine patient’s plan of therapy. Keywords: hypertrophic cardiomyopathy, left ventricular outflow tract obstruction, HCM, LVOTO rophic cardiomyopathy, left ventricular outflow tract obstruction, HCM, LV
Echocardiogram showing Max LVOT Pressure Gradient of 87 mmHg Echocardiogram showing Max LVOT Pressure Gradient of 87 mmHg Hybrid Endovascular Procedure in Chronic Aortic Dissection: First Time Experience outside of Central
Indonesia Endovascular Procedure in Chronic Aortic Dissection: First Time Experience outside of Central
Indonesia A.M. Tahir1, I. Mappangara1, A.H. Nashar1, A.A.U. Armyn1, J. Kusumanegara2, A. Adil3
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, University of Hasanuddin
2Division of Thoracic and Cardiovascular Surgery, Department of Surgery, Faculty of Medicine, University of
Hasanuddin 3Division of Cardiovascular Anesthesia, Department of Anesthesiology and Intensive Care, Faculty
of Medicine, University of Hasanuddin Background: Aortic arch repair and great vessel are complex procedures and carries a high risk of complications
as well as mortality. Type A Aortic dissection is a life- threatening condition that occurs in 60% of cases of aortic
dissection. There is no general consensus in classifying ‘fitness for for open arch surgery’, TEVAR or hybrid
procedures, depends on the surgeon’s individual experience only. Hybrid endovascular procedures combines
traditional open surgery with stent placement (Thoracic Endovascular Aneurysm Repair/TEVAR). p
g y
p
y
p
Case Illustration: We reported a 58-year-old male patient presented with progressive shortness of breath due to
a large aneurysm of distal aortic arch and descending aorta (max diameter 80 mm). The patient diagnosed with
Chronic Stanford A debakey type I Aortic Dissection underwent total arch debranching and concomitant on-pump
surgery. Operations were performed under deep hypothermic circulatory arrest (DHCA) and selective antegrade
cerebral perfusion (SACP). During antegrade cerebral and lower body (distal) perfusion, the ascending aorta was
resected and an ‘elephant trunk procedure’ with a 22-mm prosthetic graft (Gelweave™). The aortic valve was
competent. Hybrid endovascular procedures (TEVAR) was performed during the same operation as the de-
branching procedure. TEVAR of the transverse arch (after artery innominate) using one stent graft 28(24) x 150
mm (Seal®). TEVAR coverage extended aortic descendens, was successfully performed retrogradely via the
femoral artery under fluoroscopy with good perfusion below followed by completion angiography. Discussion: The optimal treatment of Chronic Stanford A debakey type I Aortic Dissection remains unclear. Strategies to aortic arch treatment is the hybrid aortic repair, which combine open surgical (total arch debranching)
and endovascular techniques simultaneously in a single single-stage procedure in high-risk patients. Hybrid and
total endovascular approaches show promising results but are associated with the risk of complication in early
postoperative period and the risk of multiple in the late postoperative period, therefore careful attention about this
fact must be required during follow up. Keywords: Chronic Stanford A debakey type I Aortic Dissection, Hybrid Endovascular Procedures, Total Arch
Debranching, Thoracic Endovascular Aneurysm Repair. SATISFYING OUTCOME IN PATIENT WITH LAUBRY-PEZZI SYNDROME WITH INFECTIVE
ENDOCARDITIS FOLLOWING CARDIAC SURGERY: LESSON LEARNED IN CASE OF 22 MALE
YEARS OLD Based on the size of the vegetation and severe AR on
echocardiographic examination, vegetation evacuation is indicated with recommendation class IIa. Conclusion: Surgical correction with VSD closure, AVR, and vegetation evacuation can provide good outcomes
in patients with Laubry-Pezzi Syndrome with infective endocarditis. Keywords: Aortic Regurgitation Infective Endocaritis Laubry Pezzi Syndrome Surgery Ventricular Septal words: Aortic Regurgitation, Infective Endocaritis, Laubry-Pezzi Syndrome, Surgery, Ventricular Septal
ct Keywords: Aortic Regurgitation, Infective Endocaritis, Laubry-Pezzi Syndrome, Surgery, Ventricular Septal
Defect Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-73
doi: 10.30701/ijc.1537
Hybrid Endovascular Procedure in Chronic Aortic Dissection: First Time Experience outside of Central
Indonesia Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: Acute Coronary Syndrome, STEMI inferior, RV Infarction Hybrid Endovascular Procedure in Chronic Aortic Dissection: First Time Experience outside of Central
Indonesia Conclusion: Open arch surgery continues to be the current “gold standard” for treatment of aortic pathology, and
currently other lesser invasive procedures such as hybrid endovascular procedures (including debranching
techniques) was performed. Target treatment strategies for Aortic Dissection are treat the rupture, reverse
malperfussion and prevent acute aneurysm formation. The First Hybrid Endovascular Procedure was successfully
performed on a single-stage procedure in our centre. Keywords: Chronic Stanford A debakey type I Aortic Dissection, Hybrid Endovascular Procedures, Total Arch
Debranching, Thoracic Endovascular Aneurysm Repair. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
3D RECONSTRUCTION Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 3D RECONSTRUCTION 3D RECONSTRUCTION A Rare Case: RV Infarction due STEMI Inferior R. Carolin1, M.S. Queen1, A.S. Shahab1, A.A. Indah2, S. Firdausia1, A.T. Faizal3 p
logist, Department of Cardiology and Vascular Medicine, Raden Said Sukanto Hospital, Jakarta3 Cardiologist, Department of Cardiology and Vascular Medicine, Raden Said Sukanto Hospital, Jakarta3 Background:STEMI is an indicator of total coronary artery occlusion. Inferior STEMI is one of the most common
types of ACS with 40% of the total incidence. This situation requires myocardial reperfusion as soon as possible. This
case report describes inferior STEMI with a wide variety of clinical manifestations before and after treatment. p
y
Case Illustration:A 52th y.o. man presented with typical chestpain, diaphoresis, vomit since 3hours before
hospitalization. During triage, the ECG finding was ST elevation II, III, aVF, 3rd degree AV Block. General
examination revealed GCS E3M5V3, BP 60/40mmHg, HR 35x/m, CK-MB 26U/L, and diagnosed by inferior STEMI,
cardiogenic shock, and treated with SA 1mg, Dopamin 5mcg, Norepinephrine 12mcg, Clopidogrel 300mg, ASA
160mg, Atorvastatin 40mg/24h, and plan transferred to have PCI. ECG during thrombolytics showed ST elevation II,
III, aVF, atrial fibrillation, 1st degree AV Block, pathological Q waves II,III,aVF. After thrombolytic patient
transferred for PCI. After PCI ECG showed 1st degree AV Block, pathological Q wave III,aVF, inverted T waves
II,III,aVF. Inferior STEMI is diagnosed if there is >1-2mm of ST elevation in two contiguous leads (II, III, aVF) with ischemic
chest pain. In this case, the ECG shows ST elevation in leads II,III,aVF, with ST elevation in lead III higher than lead
II. Right ventricular infarction is observed in patients with inferior wall myocardial infarction. Assessment of right
precordial lead is particularly helpful for diagnosis of RV infarction. ST elevation >1.00mm in lead V4R and V6R is
highly suggestive of proximal RCA occlusion and RV infarction. Conclusion: In the case of RV infarction, right-sided ECG and posterior ECG needs to be done in order to confirm
the diagnosis. For the treatment, PCI should be done in under 12 hours after the onset in order to maximize the
reperfusion of heart and to increase the life expectancy. Keywords: Acute Coronary Syndrome, STEMI inferior, RV Infarction Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology The Essential of Serial Electrocardiography in Patient with Chest Pain: A Case Report
R. Rasaki1, M. Fitra1, T. Heriansyah1, M. Muqsith1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah Kuala, Banda Aceh,
Indonesia. Background: Electrocardiography (ECG) is the established diagnostic tool in the assessment of patients with typical
chest pain. The ECG characteristic in the setting of NSTE-ACS includes ST-segment depression, transient ST-segment
elevation, T-wave changes, or normal ECG. Guidelines recommend serial ECG evaluation in the routine management
of NSTE-ACS. In clinical practice, serial ECG may also identify dynamic T-wave changes. Case Illustration: We reported a 44-year-old man presented to the emergency department with a chief complaint of
chest pain 4 hours before admission. His cardiovascular risk factor was smoking. Physical examination was
unremarkable. Initial ECG showed normal sinus rhythm without ST-T abnormalities and initial laboratory findings
showed normal Troponin-T level. We managed him with double anti-platelet, anticoagulant, statin, and isosorbide
dinitrate. After 3 hours of observation, we performed serial ECG showing a normal sinus rhythm with inverted T-
waves in leads V2-V6. Then we performed a serial Troponin T testing showed a significant increase in Troponin-T
level. We planned to perform an early invasive strategy for the management of high-risk NSTEMI. Several hours
later, ECG showed deeper inverted T-waves in leads V2-V6 plus inverted T-waves in leads I and aVL. Then, we
performed coronary angiography revealing critical stenosis in proximal LAD, stenosis of 90% in distal LCx, and
stenosis of 60% in PDA. It was managed by percutaneous coronary intervention using DES implantation in proximal
LAD. Conclusion: Electrocardiography is a feasible and useful tool to evaluate patients with chest pain. It provides an
important tool for the diagnosis and risk stratification of patients with acute coronary syndrome. Furthermore, serial
ECG and troponin-T testing are essential to determine the best management for patients with NSTE-ACS. Keywords: Chest Pain, Serial Electrocardiography, Troponin-T Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1. Serial electrocardiography tracing (A). Sinus rhythm with a heart rate of 97 beats per minute and
incomplete right bundle branch block without ST-T abnormality, (B). Keywords: Pulmonary Venous Aneurysm CT-Scan Right Superior Pulmonary Venous Aneurism: The Role of Computed Tomography to
Reveal It – A Rare Case A. Achmad1, H.A.P. Lubis2, S. Tarigan3, I.A. Pratiwi4, A.C. Lubis5, C.A. Andra6, K Indonesian Journal of
Cardiology After 3 hours of observation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. Serial electrocardiography tracing (A). Sinus rhythm with a heart rate of 97 beats per minute and
incomplete right bundle branch block without ST-T abnormality (B) After 3 hours of observation Figure 1. Serial electrocardiography tracing (A). Sinus rhythm with a heart rate of 97 beats per minute and
incomplete right bundle branch block without ST-T abnormality, (B). After 3 hours of observation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Right Superior Pulmonary Venous Aneurism: The Role of Computed Tomography to
Reveal It – A Rare Case Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 A. Achmad1, H.A.P. Lubis2, S. Tarigan3, I.A. Pratiwi4, A.C. Lubis5, C.A. Andra6, K.K. Ilyas7 A. Achmad1, H.A.P. Lubis2, S. Tarigan3, I.A. Pratiwi4, A.C. Lubis5, C.A. Andra6, K.K. Ilyas7 1,3Cardiology Resident at Cardiac Center H. Adam Malik Hospital, Faculty of Medicine
Universitas Sumatera Utara, Medan, Indonesia 2,4,5,6,7 Cardiologist at Cardiac Center H. Adam
Malik Hospital, Faculty of Medicine Universitas Sumatera Utara, Medan, Indonesia. Background Pulmonary venous aneurism (PVA) is a rare vascular anomaly characterized by local
aneurysmal dilatation of the pulmonary vein. Contrast CT Scan can help diagnose of a rare case
venous anomaly such as PVA without having to performed invasive diagnostic test. PVA may
present as a pulmonary nodule or mediastinal mass, and often deviced from incidental findings. The etiology of PVA can be an acquired or a congenital origin. Patients often asymptomatic, while
some patients could have hemoptysis, dyspnea, chest tightness or cerebral thromboembolism. The
cause of PVA may be associated with mitral regurgitation and increase left atrial pressure. Proper
diagnosis is crucial to avoid unnecessary testing or surgical procedures. Case illustration: A 62-years-old woman with atypical chest pain with history of hypertension. The physical examination was unremarkable. ECG showed sinus rhythm. Chest X-Ray showed a
solid lesion on the right lower region of the lung, mild cardiomegaly and aortic dilatation. A
transthorachic echocardiography showed preserved LV systolic function, TR mild, normal RV
function and no sign of pulmonary hypertension. Contrast chest CT scan revealed right superior
pulmonary venous aneurysm with ostium diameter 15.3mm and aneurism diameter 49.6 x 41.3
mm. Aneurysm defined as a 50% increase from normal size of PVA. We found large PVA with
more than 50% enlargement from contrast CT. Conclusion: Pulmonary venous aneurism (PVA) is a rare vascular anomaly characterized by local
aneurysmal dilatation of the pulmonary vein. CT Scan can help diagnose PVA without having to
performed invasive diagnostic test. Our case report showed PVA with no sign of mitral
regurgitation and we suggest surgery procedure if patient develop worsening of clinical
symptoms. Keywords: Pulmonary Venous Aneurysm CT-Scan Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Intra-aortic Balloon Pump For Haemodynamic Stabilization in Acute Myocardial
Infarction Complicated by Cardiogenic Shock after Primary Percutaneous Coronary
Intervention : A Case Report
L.H. Hutapea1, K.K. Ilyas2, A. Sitepu3, F. Habib4, C.A. Andra5
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia;2,3,4,5Cardiologist, Department of Cardiology
and Vascular Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Intra-aortic Balloon Pump For Haemodynamic Stabilization in Acute Myocardial
Infarction Complicated by Cardiogenic Shock after Primary Percutaneous Coronary
Intervention : A Case Report
L.H. Hutapea1, K.K. Ilyas2, A. Sitepu3, F. Habib4, C.A. Andra5
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia;2,3,4,5Cardiologist, Department of Cardiology
and Vascular Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia Intra-aortic Balloon Pump For Haemodynamic Stabilization in Acute Myocardial
Infarction Complicated by Cardiogenic Shock after Primary Percutaneous Coronary
Intervention : A Case Report Background: Mortality rate of over 40% occurred in patients of Acute Myocardial Infarction
complicated by Cardiogenic Shock (AMICS). Nonetheless, many patients with AMICS have
potentially significant amounts of stunned myocardium that could recover within days post-
revascularization. The role of mechanical support with intra-aortic balloon pump (IABP) after
percutaneous coronary intervention (PCI), is still questionable but sometimes can be considered
as a bridge therapy to maintain hemodynamic stability and support myocardium recovery. Case Illustration: A 40 – year – old male presented with ventricular tachycardia (VT) and
cardiogenic shock in recent anteroextensive MI and complained of chest pain, palpitations, and
diaphoresis three days prior. He was a smoker, with neither any other modifiable risk factor nor
significant family history with cardiovascular disease. ECG findings were ST segment elevations
with pathological Q wave in lead V1-V6, I, and aVL followed by sustained VT. Echocardiogram
revealed left ventricular dysfunction with 38% ejection fraction. In less than 24 hours, we conduct
angiography and found total occlusion in Left Anterior Descending (LAD) artery which were then
stented in proximal – mid LAD. After revascularization, the patient remained hemodynamically
unstable and had recurrent VT, which became more frequent when we titrate inotrope and
vasopressor. Keywords : IABP, AMICS, Ventricular Arrhythmia, Heart Failure Indonesian Journal of
Cardiology We decided to perform IABP placement, then the hemodynamic status gradually
improved and VT incidence was markedly decreased. The patient was weaned from IABP after 5
days of care and hemodynamic improvement. Patient then discharged with HF therapy, DAPT,
and antiarrhythmic medicine. Conclusion: Studies showed no benefit of IABP in clinical outcome and mortality, albeit some
benefit in hemodynamic stability in AMICS patients. In this case, IABP improved patient’s
hemodynamic status after PCI. Failure of various studies to establish the role of device support in
AMICS management may have resulted from their more relevant use in other cause and
heterogenity of CS classification criteria. Keywords: Chronic Total Occlusion, Percutaneous Coronary Intervention Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:su
pISSN: 2830-3105 / eISSN: 296
doi: 10.30701/ijc.1537
PCI to CTO lesion in Intractable Heart Failure Patient, Is There any Benefit? F.A. Kusyanto1, H. Munirwan 2, T. Heriansyah2
1,2 Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala Banda Aceh Indonesia Background Ventricular septal rupture (VSR) is a rare yet serious complication of acute myocardial infarction
and leading to ventricular remodeling and subsequent heart failure. Mechanical unloading plays
an important role during critical period especially as bridge to definitive treatment in ventricular
septal rupture. Pharmacotherapy is another essential modality to prevent deterioration and halting
cardiac remodeling. Combining mechanical support and medical agents may help ensure satisfying
outcomes. Case Illustration A 52 years old male admitted with the chief complaint shortness of breath. 7 days before admission
to the hospital, the patient complained of chest pain. 3 days before admission, the patient was taken
to the local hospital because of shortness of breath and got hospitalized for 1 day and then referred
to Adam Malik hospital for further treatment. Patient diagnosed with recent Anterolateral MI. Echocardiography showed IVS rupture at the apical septum with tunneling morphology 19 mm
length, left to right shunt with a diameter of 11-14 mm. Coronary angiography showed total
occlusion after Diagonal 1, and 20-30% stenosis at distal OM3. LV graphy showed contrast filling
of the LV and RV through the VSR with diameter 6-7 mm. Patient recieve therapy ACE-i, MRA,
diuretic, DAPT, and high intensity statin. Low Dose Inotropic were also given to reduce shunting. An Intra-aortic balloon pump (IABP) was inserted for reduce afterload and augmentation of
cardiac output on day 13th. PCI was performed on day 17th and percutaneous closure was done
on day 21st after MI onset. The patient was discharged 3 days after percutaneous closure in good
condition. "Combination of Mechanical Unloading and Pharmacotherapy for Management of Post
Infarction Ventricular Septal Rupture" : A Case Report
M. Ferhat1, A.C. Lubis2, K.K. Ilyas3, A.N. Nasution4, T.W. Ardini5, C.A. Andra6
1Cardiology Resident at Cardiac Center H. Adam Malik Hospital, Faculty of Medicine
Universitas Sumatera Utara, Medan, Indonesia
2 3 4 5 6C di l
i t t C di
C
t
H Ad
M lik H
it l F
lt
f M di i
U i
it 1Cardiology Resident at Cardiac Center H. Adam Malik Hospital, Faculty of Medicine
Universitas Sumatera Utara, Medan, Indonesia
2,3,4,5,6Cardiologist at Cardiac Center H. Adam Malik Hospital, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia 2,3,4,5,6Cardiologist at Cardiac Center H. Adam Malik Hospital, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia Indonesian Journal of
Cardiology PCI to CTO lesion in Intractable Heart Failure Patient, Is There any Benefit? F.A. Kusyanto1, H. Munirwan 2, T. Heriansyah2 PCI to CTO lesion in Intractable Heart Failure Patient, Is There any Benefit? F.A. Kusyanto1, H. Munirwan 2, T. Heriansyah2 1,2 Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala, Banda Aceh, Indonesia. Background: A chronic total occlusion (CTO) percutaneous coronary intervention (PCI) is one
of the most challenging procedures in interventional cardiology right now. Various angiographic
scoring systems are being developed to assess the difficulty of guidewire crossing. The J-CTO
score shows how challenging the CTO crossing is. Case Illustration: We present a case of a 53-year-old male who was submitted to the ER with
typical chest pain and difficulty breathing. The patient had a history of prior PCI with a patent
stent in the LM and LCx. Echocardiography and cardiac SPECT imaging showed RCA still
viable. Based on those findings, we decided to perform PCI. Throughout the PCA procedure
JCTO was 3, from PCI procedure we had difficulties to penetrate the lesion. In the end, using
backup balloons, the lesion was successfully penetrated and a drug-eluting stent was placed
in the RCA. A few months after the pci the patient's condition is getting better. A thorough
history check, appropriate imaging techniques, and choosing the right equipment and
approach of PCI are vital for the success rate of CTO PCI. Conclusion: In patients with chronic total occlusion, percutaneous coronary intervention is still a
possible option, despite the difficulties. Preparation and the use of angiographic scoring systems,
such as the J-CTO score, to estimate the probability of success and the type of approach is essential
in the planning of CTO PCI. CTO PCI can reduce the incidence of cardiac death compared to
optimal medical therapy in patients with CTO. The yield of complete revascularization for
mortality is similar to that of CABG but the rate of short-term attacks is less with PCI. It was
further explained that PCI in reducing morbidity and mortality is better than optimal medical
administration Keywords: Chronic Total Occlusion, Percutaneous Coronary Intervention Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Conclusion Combining mechanical unloading and aggressive pharmacotherapy can help halting cardiac
remodelling and a viable option to achieve hemodynamic stabilization allowing a delayed closure
of VSR in MI patients and contributing to improved survival. Keyword : Ventricular septal rupture, Myocardial infarction, Intra-aortic balloon pump,
Unloading d : Ventricular septal rupture, Myocardial infarction, Intra-aortic balloon pump, Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1 : Echocardiography showed IVS rupture at the apical septum with tunnel form 19 mm
length, with a diameter of 11-14 mm. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1 : Echocardiography showed IVS rupture at the apical septum with tunnel form 19 mm
length, with a diameter of 11-14 mm. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Considerations in Management of Atrial Septal Defect with Pulmonary Hypertension on A
Young Woman: A Case Report of Treat and Repair
F. Napitupulu1, A.N. Nasution2, T.W. Ardini2, C.A. Andra2
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia
2Cardiologist, Cardiac Center H. Adam Malik Hospital, Medan, Indonesia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Considerations in Management of Atrial Septal Defect with Pulmonary Hypertension on A
Young Woman: A Case Report of Treat and Repair
F. Napitupulu1, A.N. Nasution2, T.W. Ardini2, C.A. Andra2
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia
2Cardiologist, Cardiac Center H. Adam Malik Hospital, Medan, Indonesia Considerations in Management of Atrial Septal Defect with Pulmonary Hypertension on A
Young Woman: A Case Report of Treat and Repair
F. Napitupulu1, A.N. Nasution2, T.W. Ardini2, C.A. Andra2
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia
2Cardiologist, Cardiac Center H. Adam Malik Hospital, Medan, Indonesia Background: Atrial septal defect (ASD) is an adult congenital heart disease that is often found in
Sumatera Utara and can occur at every social level. Closure of an ASD that caused functional
limitations cannot be done immediately. There is consideration such as the pulmonary arterial
hypertension (PAH) which has developed. The ‘treat and repair’ is the method used to treat ASD
with PAH and a pulmonary vascular resistance (PVR) > 5WU. In this case, we present a young
woman with PVR > 5WU, how we treat her. Case Illustration: A 27 years old woman was referred to H. Adam Malik Hospital with a history
of fatigue, shortness of breath during light activity, and hoarse voice. She was diagnosed by ASD
with severe PH based on transthoracic echocardiography (TTE) and right heart catheterization
(RHC). Transesophageal echocardiography (TEE) showed secundum ASD 24-32mm, left to right
shunt, rims were suitable for transcatheter device closure. Patient took PH therapy sildenafil citrate
3x20mg for two months. Functional class became better. Keywords : Pre-excitation Syndrome, Wolff-Parkinson-White Syndrome, Ablation. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 "Management Strategy of Paroxysmal Atrial Fibrillation in Pre-excitation Syndrome : A
Life-threatening Arrhythmia Case." Indonesian Journal of
Cardiology Percutaneous transcatheter closure by
Amplatzer Septal Occluder (ASO) guiding TEE with zero fluoroscopy was done. Sildenafil
therapy was continued. There was a period of two months without sildenafil due to unavailability. On follow-up, 8 months post closure, World Health Organization Functional Class (WHO-FC)
was improved from 2 to 1, voice was soft. TTE showed no residual leakage, no more right atrium
(RA) and right ventricle (RV) dilation. RHC showed reduction of mean Pulmonary Arterial
Pressure (mPAP): 61 to 24 mmHg, Pulmonary Vascular Resistance (PVR): 6,6 to 4,57 WU, Flow
Ratio (FR): 4 to 1,2. Conclusion: Clinical improvement, high flow to the lungs, and young age women can be
considerations not to delay defect closure in ASD with PAH. Longterm follow up is still needed. Keywords: ASD, PAH, Treat, Repair Keywords: ASD, PAH, Treat, Repair Keywords: ASD, PAH, Treat, Repair Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 M.R. Asepty1, A.C. Lubis2, C.A. Andra3 M.R. Asepty1, A.C. Lubis2, C.A. Andra3 1 Cardiology Resident at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia 2 Cardiac Electrophysiologist at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia 3 Cardiologist at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas Sumatera
Utara, Medan, Indonesia Background : Atrial fibrillation becomes a potentially lethal arrhythmia when occured in pre-
excitation syndrome, thus requiring further management such as ablation procedure. Rapid
ventricular activation from the accessory pathway can lead to ventricular arrythmia and making
atrial fibrillation extremely life-threatening. Case Illustration : A Male, 54 years old patient was referred to H. Adam Malik Cardiac Center
with history of palpitations and weakness which experienced intermittently since 3 years ago. The
ECG examination at the previous hospital shown irregular wide QRS complex tachycardia. The
24 Hours Holter ECG Monitoring at the previous hospital found episodes of narrow-complex
Atrial Fibrillation. While at H. Adam Malik Cardiac Center, the ECG shown sinus rhythm with
delta wave morphology . EASY-WPW algorithm was used to predict the location of the accessory
pathway, which suggestive of an accessory pathway in the posterolateral mitral annulus. The
patient was immediately scheduled for electrophysiology study and ablation procedure, then fusion
waves morphology was found which suggestive of an accessory pathway that located in the
posterolateral mitral annulus, and then the ablation procedure was done in that location. After the
ablation procedure, the ECG shown sinus rhythm with no pre-excitation morphology was found. Conclusion : Appropriate diagnosis, approach, and management strategy of patients with atrial
fibrillation with pre-excitation is vital in preventing patients from falling into life-threatening
condition. ywords : Pre-excitation Syndrome, Wolff-Parkinson-White Syndrome, Ablation. Keywords : Pre-excitation Syndrome, Wolff-Parkinson-White Syndrome, Ablation. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 BACKGROUND Total occlusion of infarct-related coronary artery is an uncommon finding for Non ST-Elevation
myocardial infarction (NSTEMI) during routine angiography, and usually found in STEMI cases. NSTEMI patients with Total occlusion of the artery (TOA) prevalence was 29% and usually
characterized by higher cardiovascular risks, such as diabetes, active smoker, and hypertension. NSTEMI patient with TOA is associated with greater extent of necrosis and worsen prognosis, and
thus, must be treated with emergent reperfusion therapy. Early reopening of a completely occluded
coronary artery reduces myocardial damage, prevents heart failure, and improves clinical
outcomes. CONCLUSION We reported a case of NSTEMI patient with TOA. NSTEMI patients should undergo strict
evaluation for signs indicating possible TOA and then performed reperfusion therapy as needed. CASE ILLUSTRATION We present a patient admitted to the hospital with symptoms of chest pain since 3 days ago. He
had previous history of uncontrolled hypertension and smoking. His ECG showed ST‐segment
depression in lead II, III, AVF and V4‐V6. Chest X-Ray revealed Cardiomegaly, and high troponin
level. Echocardiography revealed akinesia inferoseptum segment, hypokinesia other segment and
decreased left ventricular systolic function. Then, he underwent trans-radial approach coronary
angiography and the result was total occlusion of the right coronary artery (RCA). Stents were
implanted to the lesion. No complication after the procedure and he was discharged several days
later. The patient then planned to continue therapy at the outpatient clinic. NON ST-ELEVATION MYOCARDIAL INFARCTION WITH TOTAL OCCLUSION OF
THE CORONARY ARTERY : CASE REPORT D. Khairunnisah , C.A. Andra , A.N. Nasution , H. Hasan
1 Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia; 2,3,4 Cardiologist, Department of Cardiology and
Vascular Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia KEYWORD
NSTEMI, Coronary Angiography, Total occlusion of the coronary artery. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 KEYWORD NSTEMI, Coronary Angiography, Total occlusion of the coronary artery. NSTEMI, Coronary Angiography, Total occlusion of the coronary artery. Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. Coronary Angiography of the patient showed Total Occlusion of the Right Coronary
Artery. Figure 1. Coronary Angiography of the patient showed Total Occlusion of the Right Coronary
Artery. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Background Acute limb Ischemia (ALI) was characterized by sudden decrease limb perfusion, which threatens
limb viability and had symptoms for less than 14 days. The incidence of ALI is estimated to be 15
cases per 100,000 population per year, and constitutes 10% -16% of all vascular cases. In the case
of ALI, the decrease in tissue perfusion occurs suddenly and results in a rapid and threatening
ischemia process and there is not enough time for the formation of new blood vessels as collateral
to compensate for the perfusion decrease. Therefore rapid detection and proper handling are very
influential on patient prognosis. Case Illustration A 65-year-old female patient came with pain on her left foot for 1 week during activity and worsen
within 2 days where pain also occurs at rest. Pallor and poikilothermia of the left foot was also
found. Patient has controlled type 2 diabetes with insulin treatment, a controlled hypertension,
CAD post PCI and paroxysmal atrial fibrillation. Left foot saturation was 86% until 90%. Her
ECG showed sinus rhythm and echocardiography showed good LV systolic function with 60%
EF. doppler ultrasound showed monophasic waves from common femoral artery until dorsalis
pedis artery, thrombus and plaque at SFA, arterial flow was not found in popliteal, posterior tibial
artery and dorsalis pedis artery. She was diagnosed with Grade I ALI on left leg. Arteriography
showed occlusion in DFA and SFA sinistra. Percutaneous Intra-arterial Thrombolytic (PIAT) was
done with streptokinase 100.000 IU for 4 hours via femoral catheter continued with 5000IU/hour
for 24 hours was given. Two days later, a follow-up arteriography showed no thrombus at SFA
and with good flow in SFA. Acute limb ischemia – Effectivity of Percutaneous Intra-arterial Thrombolysis as a First
Choice: A Case Report M.H.M. Putra , T.B. Haykal , Y.F. Siregar , A.C. Lubis , C.A. Andra , K.K. Ilyas
1 Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia 2Cardiologist, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia Conclusion PIAT is the appropriate treatment in grade I and IIA ALI with no contraindications for
thrombolytic and there is sufficient time for reperfusion to preserve tissue viability. Streptokinase
was one of the drugs of choices for PIAT. Within 3 days of treatment, the patient showed a good
response to PIAT. Keywords: acute limb ischemia, percutaneous intra-arterial thrombolysis, streptokinase Figure 1 Arteriography, at admission (Left); post PIAT (Right) Indonesian Journal of
Cardiology Figure 1 Arteriography, at admission (Left); post PIAT (Right) Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Unraveling the Cause of Angina in Patient with Rare Malignant Right Anomalous
Coronary Artery From the Opposite Sinus with Stenotic Lesion
Y. Adani1, P.P.R. Gharini1, N. Taufiq1
Department of Cardiology and Vascular Medicine, Dr Sardjito Hospital, Yogyakarta/Faculty of
Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Unraveling the Cause of Angina in Patient with Rare Malignant Right Anomalous
Coronary Artery From the Opposite Sinus with Stenotic Lesion
Y. Adani1, P.P.R. Gharini1, N. Taufiq1
Department of Cardiology and Vascular Medicine, Dr Sardjito Hospital, Yogyakarta/Faculty of
Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia Background: g
Anomaly of coronary artery from the opposite sinus (ACAOS) is a rare congenital disease
(0.2-1.2%) with right coronary artery arise from left coronary sinus (R-ACAOS) is the most
common form. Approximately 20% has interarterial course (malignant) and may experience life-
threatening manifestations. The mainstay of therapy according to the guidelines is surgical
revascularization. Meanwhile, stenotic lesion in the coronaries made this case complicated to
acknowledge the source of angina. From a pathophysiological point of view, percutaneous
coronary intervention may be able not only to remove the lateral compression of the interarterial
segment, but also to treat stenosis. Case Illustration: A 62 year-old female came with the main complaint of recurrent chest pain with
comorbidities diabetes, dyslipidemia, and menopause. Vital signs and physical examinations
within normal. Both electrocardiography and echocardiography examination showed no signs of
ischemia and ventricular systolic function was good. However, stress test showed a positive
ischemia response. A coronary computerized tomography angiography (CTA) was carried out
with the results of interarterial R-ACAOS and severe stenosis in all three coronary vessels. Coroangiography results were accordance with the CTA report. Integrated modality using
fractional flow reserve (FFR)-dobutamine, intravascular ultrasound (IVUS)-dobutamine, or
ischemia non-invasive imaging are the tools to determine hemodynamic relevance of an apparent
malignant ACAOS. Unfortunately, those modalities were not performed due to unavailability. Based on guideline in patients with significant hemodynamic changes related to interarterial R-
ACAOS, who have significant stenosis, the preferred option is coronary artery bypass surgery. Otherwise, stent implantation might become the treatment of choice. Conclusion: Our report aims to seek the best management strategy of malignant R-ACAOS with
stenotic lesions. Strong evidence of ischemia must be present before opting for surgery. A
simultaneous approach of using dobutamine stress and FFR/IVUS might help in the decision-
making in patients with coronary anomalies. Keywords:
R-ACAOS, interarterial course, PCI, CABG, FFR-dobutamine, IVUS-dobutamine Keywords:
R-ACAOS, interarterial course, PCI, CABG, FFR-dobutamine, IVUS-dobutamine Discussion: AIVR is believed to be automatic and usually readily overdriven by faster supraventricular
pacemakers. Because ventricular and sinus rate are often similar, isorhythmic dissociation is a
common finding. AIVR is mostly seen in reperfusion phase after ACS. It’s also seen in patients
with other conditions, such as myocardial disease, hypertensive, rheumatic, and congenital heart
disease. Meanwhile, preexcitation may mimic idioventricular rhythms. There was one case report
about a patient with WPW in which electrophysiology study showed idioventricular rhythm. The
opposite can also occur when presence of accessory pathway simulates ventricular complex. Electrophysiology study is needed to confirm the diagnosis. Background: Accelerated idioventricular rhythm (AIVR) is a slow ventricular rhythm usually seen in
reperfusion phase after myocardial infarction (MI). Presence of AIVR without MI is rarely
discussed. Intermittent AIVR in MI with Non-Obstructive Coronary Arteries: What Is the Mechanism? S. Haidar1, E. Maharani2, F. Hidayati2
1Resident of Department of Cardiology and Vascular Medicine, Faculty of Medicine, Public
Health and Nursing, Gadjah Mada University, Yogyakarta, Indonesia
2Staff of Department of Cardiology and Vascular Medicine, Faculty of Medicine, Gadjah Mada
University Mechanism? S. Haidar1, E. Maharani2, F. Hidayati2
1Resident of Department of Cardiology and Vascular Medicine, Faculty of Medicine, Public
Health and Nursing, Gadjah Mada University, Yogyakarta, Indonesia
2Staff of Department of Cardiology and Vascular Medicine, Faculty of Medicine, Gadjah Mada
University Case illustration: A 53-year-old patient complained of chest pain and was frequently diagnosed with non-ST
elevation MI in district hospital. Echocardiography showed inferoseptal hypokinesia, but coro-
angiography only showed slow flow in RCA which conclude diagnosis of MI with non-obstructive
coronary arteries. Patient was referred to our hospital for further investigation. Since ECG showed
slurred upstroke of QRS complex resembling delta wave, ambulatory ECG was done. Interestingly
the result showed complete right bundle branch block and intermittent AIVR with rate 80 bpm. The patient was asymptomatic during AIVR. Cardiac magnetic resonance imaging (CMR) showed
subendocardial fibrosis in basal-apicoinferior segment, which still doesn’t explain the patient’s
symptom. However, this incidental finding begs further questions, does intermittent AIVR
correlate with CMR finding or is there a concealed accessory pathway that allows AV re-entry? We proceed by planning electrophysiology study to determine the presence of accessory pathway
and to test inducibility of sustained arrhythmias. Keywords: Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Intermittent AIVR in MI with Non-Obstructive Coronary Arteries: What Is t Conclusion: There are other aetiologies of AIVR besides MI. Further tests are needed to confirm diagnosis and
appropriate management. Keyword: AIVR, preexcitation syndrome Keyword: AIVR, preexcitation syndrome Background: g
Ventricular septal defect is the most common congenital cardiac defect accounting for more than 20% of all CHDs.1
Perimembranous ventricular septal defects (PMVSDs) in infants and young children are the most common cause of a
hemodynamically significant ventricular septal defect (VSD).2 Percutaneous closure of VSDs is performed under
general anesthesia and with fluoroscopic and transesophageal echocardiographic guidance is now a choice.3 Complete
atrioventricular block (cAVB) has been deemed a rare complication after transcatheter closure for ventricular septal
defect (VSD). However, this serious event appears to be underrecognized and is worth being investigated further. Conclusion: Atrioventricular block could be a risk while performing percutaneous VSD closure. Conduction system injury from
mechanical trauma/compression by the delivery system or device causing acute intraprocedural atrioventricular block
has a reasonable probability of early resolution. Immediate and long-term follow-up is essential in patients who have
had these devices implanted. Case Illustration: A 19 years old male, presented with incidental finding of perimembranous VSD during an army selection. He was
170 cm tall and weighed 60 kg. Physical examination was suggestive of VSD. Baseline 12-lead electrocardiogram
(EKG) showed normal sinus rhythm with no conduction delays. Transthoracic 2D echocardiography showed a 6-7
mm perimembranous VSD with normal pulmonary arterial diameter and all of the cardiac chambers. All pulmonary
veins were draining into left atrium. Transcatheter device closure of VSD was carried out under general anesthesia
with KONAR-MF VSD Occluder No 10-8 mm (Lifetech). During the procedure, a complete atrioventricular block
was evident both on monitoring screen and echocardiography screen. It followed by chest discomfort, and resolved
shortly after 1 mg of atropine administration, with stable haemodynamics. The procedure was resumed, and the device
was placed with no evidence of residual VSD from the transesophageal echocardiography, nor recurrent
atrioventricular block after the procedure. Transient AV Block during VSD Device Closure Procedure: to Stop or Not to Stop?
P. Indrihapsari1,2, V. Yogibuana1,2 P. Indrihapsari1,2, V. Yogibuana1,2 1Department of Cardiology and Vascular Medicine Faculty of Medicine Universitas Brawijaya,
2Dr. Saiful Anwar General Hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal
Cardiology
Indonesian J Cardiol 2023:44:su
pISSN: 2830-3105 / eISSN: 2964
doi: 10.30701/ijc.1537
Transient AV Block during VSD Device Closure Procedure: to Stop or Not to Stop? P. Indrihapsari1,2, V. Yogibuana1,2
1Department of Cardiology and Vascular Medicine Faculty of Medicine Universitas Brawijaya,
2Dr. Saiful Anwar General Hospital Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Transient AV Block during VSD Device Closure Procedure: to Stop or Not to Stop? P. Indrihapsari1,2, V. Yogibuana1,2 Keywords: y
Ventricular septal defect, Atrioventricular block, percutaneous device closure Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Transcatheter Closure of Very Tortuous Patent Ductus Arteriosus Using Snaring
Technique and Balloon Sizing: A Case Report
R. Rasaki1, R. Prakoso2, T. Heriansyah1, M. Muqsith1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala, Banda Aceh, Indonesia. 2Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas
Indonesia, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Transcatheter Closure of Very Tortuous Patent Ductus Arteriosus Using Snaring
Technique and Balloon Sizing: A Case Report
R. Rasaki1, R. Prakoso2, T. Heriansyah1, M. Muqsith1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala, Banda Aceh, Indonesia. 2Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas
Indonesia, National Cardiovascular Center Harapan Kita, Jakarta, Indonesia Background: Patent ductus arteriosus (PDA) is one of the most common congenital heart diseases
in premature infants. PDA causes volume overload in the left heart and may lead to congestive
heart failure, atrial arrhythmia, or pulmonary arterial hypertension. Recently, transcatheter device
closure of PDA is an established and widely accepted treatment modality in adolescents, children,
and older infants. Case Illustration: We reported a 17-year-old boy was referred to the National Cardiovascular
Center Harapan Kita hospital from South Sumatra with a chief complaint of dyspnea on exertion
in the past 2 years. He had a history of recurrent respiratory tract infections when he was a baby. He was born spontaneously, premature at 32 weeks of gestation, with a birth weight of 2300 grams. On physical examination, we found a normal first heart sound and a normal split of the second
heart sound with a continuous murmur in the upper left sternal border radiating to the left
infraclavicular. The transthoracic echocardiography showed a PDA with the left to right shunt. We
diagnose the patient with patent ductus arteriosus according to clinical findings, and transthoracic
echocardiography and planned to perform transcatheter PDA closure. In the cath lab,
transesophageal echocardiography evaluation showed the PDA morphology was very tortuous. So,
we decided to perform transcatheter PDA closure using snaring technique and balloon sizing
guided by transesophageal echocardiography minimal fluoroscopy technique. The procedure was
performed successfully without major complications. Keywords: Patent Ductus Arteriosus, Very Tortuous, Transcatheter Closure Keywords: Atrial Septal Stenting, Idiopathic Pulmonary Arterial Hypertension Keywords: Conclusion: Transcatheter device closure of a very tortuous patent ductus arteriosus is feasible
and safe with minimal fluoroscopy time. Careful patient selection and good imaging quality are
essential for procedural success and avoiding complications. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 TRANSCATHETER ATRIAL SEPTAL STENTING IN IDIOPATHIC PULMONARY
ARTERIAL HYPERTENSION: A CASE REPORT T.F. Hadi1, R. Prakoso2, T. Heriansyah1, M. Muqsith1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala, Zainoel Abidin General Hospital, Banda Aceh, Indonesia
2 Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Indonesia,
National Cardiovascular Center Harapan Kita, Jakarta, Indonesia Background : The treatment of severe idiopathic pulmonary arterial hypertension
(IPAH) remains challenging, despite improved medical options to address this life
threating condition. Atrial septostomy is used as an additional therapeutic strategy for
IPAH-associated right heart failure. Case Illustration : A 36-year-old female was referred to National Cardiovascular Center
Harapan Kita hospital with a chief complaint dyspnea on exertion, swelling in abdomen
and lower extremity in the past 10 years. She has diagnosed with idiopathic pulmonary
arterial hypertension since 8 years ago. She was planned to undergo transcatheter closure
of PDA guided by TEE and fluoroscopy technique. However, before the procedure, TEE
evaluation was carried out, obtaining RA-RV dilation, LV smallish, D-shape (+), good
RV contractility, reduce LV contractility, intact IAS, IAS bulging to the left, TR mild (+),
PR (-), LVOT VTI 9 cm. We performed atrial septal stenting with omnilink elite 10 mm
x 29 mm x 135 cm. We performed TEE evaluation after procedure. It revealed stent in
stowed position, flow (+), LVOT VTI 12 cm. Post-procedure, descending aorta pressure
was 93/53 mmHg and peripheral saturation was 92%. The fluoroscopy time in this
procedure was just approximately 11 minutes without major complications. The patient
was discharged after 24 hours and the patient did not show any symptoms at the time of
subsequent follow-up. Conclusion : Transcatheter atrial septal stenting in idiopathic pulmonary arterial
hypertension is feasible and safe. It reduced symptoms and increasing quality of life. Indonesian Journal o
Cardiology
Indonesian J Cardiol 2023:44:sup
pISSN: 2830-3105 / eISSN: 2964-
doi: 10.30701/ijc.1537
Figure 1. Omnilink elite 10 mm x 29 mm x 135 cm in stowed position Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. Omnilink elite 10 mm x 29 mm x 135 cm in stowed position Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Electrophysiology Study and Ablation in Atypical Atrioventricular Nodal Reentrant
Tachycardia (Slow-Slow) Keywords: Atypical AVNRT, Electrophysiology Study, Ablation Electrophysiology Study and Ablation in Atypical Atrioventricular Nodal Reentrant
Tachycardia (Slow-Slow) N.G. Wara1, P.N.P. Limen1, B.M. Setiadi1
tment of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi
University, Manado Background: Atrioventricular nodal reentrant tachycardia (AVNRT) was a subtype of
supraventricular tachycardia (SVT). AVNRT was further divided into typical and atypical
AVNRT. Atypical AVNRT occured in 6-7% of all AVNRT cases, and Slow-Slow Pathway was
rarer of the two subtypes. Case illustration: A male patient, 60 years old, came to the Emergency Department with chief
complaint of episodic palpitation since 1 month before admission. 2 weeks prior, patient was
admitted to Prof RD Kandou General Hospital with the same complaint, and diagnosed with AV
Nodal Re-entry Tachycardia (AVNRT). Physical examination was found to be unremarkable. ECG
show paroxysmal supraventricular tachycardia rhythm (150 beats per minute), no P-wave visible,
with normal axis. Laboratory examination was unremarkable aside from hyperuricemia (uric acid
8.5 mg/dL). Chest X-ray was within normal limits. Echocardiography result show mild
regurgitation in mitral and pulmonic valve, other findings were within normal limits. Based on
results from history-taking, physical examination, and diagnostic studies during current and
previous admission, patient was diagnosed with AVNRT, controlled hypertension, hyperuricemia,
and dyspepsia syndrome. Patient was given treatment of candesartan 8 mg, lansoprazole 30 mg/12
hours, allopurinol 100 mg, and atorvastatin 20 mg. Patient underwent Electrophysiology Study
with result showing atypical AVNRT with slow-slow pathway, and had succesful ablation of slow
pathway afterward. After the procedure, patient was observed in the ICCU for the first 24 hours,
then transferred to the common ward, and got discharged when condition confirmed to be stable. Conclusion: Slow-slow AVNRT occurs because patient had an additional slow pathway
contributing to re-entry phenomenon. Electrophysiology study and radiofrequency ablation show
good outcome in this case. Keywords: Atypical AVNRT, Electrophysiology Study, Ablation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1 ECG during AVNRT episode Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1 ECG during AVNRT episode Keywords: Atrial Fibrillation, High Bleeding Risk, Anticoagulation, Thrombocytopenia,
Mean Platelet Volume. ABSTRACT Background: Thrombocytopenia is estimated to account for 6-24% of patients with AF. Previous studies have reported that similar rates of stroke and death were observed in
thrombocytopenic and normocytopenic patients. The mean platelet volume (MPV) also
serves as an independent predictor of stroke and left atrial thrombus in patients with AF. Of note, several cases of NOAC-induced thrombocytopenia have been reported in various
literature. Case Illustration: A 78-year-old male with difficulty of breathing in the last ten days
ago. Patient also reported feel easily tired in the last few years. Patients look pale, he had
black-colored stool on his defecation last week. Upon examination revealed conjunctiva
anemic and rales in basal lung. An electrocardiogram showed atrial fibrillation with a
rapid ventricular response of 149 bpm. Blood work at first admission revealed anemia
(10.3 gr/dL), thrombocytopenia (65x103/mm3), high MPV (13.2 fL) and unexplained high
INR (2.49). Chest X-ray showed cardiomegaly and transthoracic echocardiogram (TTE)
revealed all chamber dilatation with left and right ventricular systolic dysfunction. Patient
had moderate mitral, tricuspid, and aortic regurgitation. The patient was treated with fresh
frozen plasma on hospital day 1st to correct his high INR. Patient was started with 10mg
of Rivaoxaban with intensive monitoring of serial platelets and bleeding diathesis. Serial
platelets showed no improvement, liver function test elevated (SGOT/SGPT 201/185
U/L) and bruises appeared in IV-line catheter installation area. Rivaroxaban was switched
to Clopidogrel on hospital day 2nd due to liver problems and for stroke prevention. Conclusion: The need for anticoagulation in patients with thrombocytopenia is an
intricate problem. Decision to administer or withhold anticoagulation depends on the
assessed risks of thrombosis and bleeding. Several principles should be considered when
deciding to start anticoagulation: 1) a low platelet count does not protect from thrombosis;
and 2) in general, thrombotic complications are more dangerous than bleeding
complications. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1. Patient’s Trend of Thrombocytes, Mean Platelet Volume (MPV) and INR. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology gure 1. Patient’s Trend of Thrombocytes, Mean Platelet Volume (MPV) and INR. WELLENS’ SYNDROME : PCI IS THE TREATMENT GOAL AND SHOULDN’T BE
DELAYED Taufiqurrahman1, M. Fitra1, T. Herianyah1, M. Muqsith1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas
Syiah Kuala, Banda Aceh, Indonesia Taufiqurrahman1, M. Fitra1, T. Herianyah1, M. Muqsith1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas
Syiah Kuala, Banda Aceh, Indonesia Background : Wellens’ syndrome is a clinical manifestation of coronary artery disease developed
as NSTE-ACS. It describes a pattern of electrocardiographic changes, particularly deeply inverted
or biphasic T waves in leads V2-V3, that is highly specific for critical proximal stenosis of the left
anterior descending coronary artery. It is important to recognize this ECG patterns because patients
with wellens’ syndrome are at high risk for impending large anterior wall acute myocardial
infarction. Case Illustration : A 57 years old male presented to ER with chief complaint of chest pain since
2 weeks prior admission. Chest pain was felt like a heavy sensation and radiated to the back and
accompanied with cold sweat. Chest pain was felt again around 5-6 hours before admission to ER
but patient was pain-free when he presented to our hospital. He was a known case of uncontrolled
hypertension. On presentation, the vital signs were measured with BP 164/79 mmHg, HR 85
beats/minute and RR 20 breathes/minute. Physical examination was normal. ECG showed deep T
wave inversion in V1-V6. Troponin T did not elevated. Echocardiography showed normal
ventricles function (LVEF 71%, TAPSE 2.5 cm). Patient was diagnosed with Wellen Syndrome
type B and treated as UAP and then he was sent to ICVCU for intensive monitoring. The next day
patient was sent to cathlab to perfomed corangiography and revealed a subtotal stenosis of
proximal LAD and installed 1 stent DES of LAD. The next day patient discharged with good
condition. Conclusion : Early recognizing from electrocardiography pattern of wellens’ syndrome is pivotal
due to it can predict critical stenosis in proximal LAD. Wellens’ syndrome is very possibly to
developed into STEMI, therefore early detection and prompt management is the key to prevent
complication and mortality. Corangiography with PCI had to be immediately performed for further
management. Keyword : Wellens’ syndrome, Proximal LAD, PCI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1. Case Illustration An 8-year-old boy with Tetralogy of Fallot, polydactyly, history of 3-step surgery to the correction
of labiopalatoschiziz. With chief complaints of cyanotic, the body weight is difficult to gain, get
tired easily, have speech disorders, and tend to squat in daily life as well. Saturation oxygen was
66%/65%//71%/74%. S1 normal, S2 weakened, systolic ejection murmur grade III/6 with punctum
maximum at the left parasternal line SIC II. With nutritional status 16.5 kg, 117 cm, WAZ: -3.54,
HAZ: -2.06, BMI: -3.42. Impression: Poor nutrition, very less weight. Laboratory haemoglobin
21.8 g/dL and hematocrit 68.7%. Chest x-ray CTR 48%, booth shaped, narrowed retrosternal
space, RV cardiomegaly. EKG Sinus rhythm, 81x/min, RAD, RVH. Echo results: overriding aorta
<50%, VSD malalignment, RV hypertrophy, severe PS with PG 75 mmHg. He was a successful
total correction procedure and the condition was improved. Background g
Tetralogy of Fallot is the most common cyanotic heart defect with an incidence of 5% to 10% of
all CHD events. The four hallmark features of the malformation that consists of an interventricular
communication, also known as a ventricular septal defect, obstruction of the right ventricular
outflow tract, override of the ventricular septum by the aortic root, and right ventricular
hypertrophy. ords : Tetralogy Of Fallot, Labiopalathoschiziz, Malnutrition, Total Correction WELLENS’ SYNDROME : PCI IS THE TREATMENT GOAL AND SHOULDN’T BE
DELAYED ECG showed LAD with deep T wave inversion in V1-V6 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. e 1. ECG showed LAD with deep T wave inversion in V1-V6 ECG showed LAD with deep T wave inversion in V1-V6 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Tetralogy of Fallot With Labiopalathoschiziz : Let’s Total Correction or Not? F.H. Alkaf1, A. Priyatno2
1Faculty of Medicine, Diponegoro University, Semarang, Indonesia
2Pediatric Department, Faculty of Medicine Diponegoro University, Dr Kariadi Hospital,
Semarang Tetralogy of Fallot With Labiopalathoschiziz : Let’s Total Correction or Not? F.H. Alkaf1, A. Priyatno2
1Faculty of Medicine, Diponegoro University, Semarang, Indonesia
2Pediatric Department, Faculty of Medicine Diponegoro University, Dr Kariadi Hospital,
Semarang Conclusion The management of patients with TOF has its own challenges both for diagnosis and management
because not all areas have adequate human resources or equipment. It is now expected that the
prognosis of TOF patients will improve substantially because of the advances in surgical and
medical management that have occurred over the last few decades. As for all patients with
congenital heart defects, the management of patients with tetralogy of Fallot does not end with
complete improvement. Follow-up to the cardiologist needs to be carried out for further evaluation. Keywords : Tetralogy Of Fallot, Labiopalathoschiziz, Malnutrition, Total Correction Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Coronary Artery Ectasia Presenting with STEMI Inferior, How About Invasive And Non-
Invasive Therapy; A Case Report
Jefri.D.S 1, Haris M 2,M.Muqsith2,M.Ichsan2
1Faculty of Medicine, Syiah Kuala University/ Zainoel Abidin Hospital, Banda Aceh, Indonesia;
2Faculty of Medicine, Syiah Kuala University/ Zainoel Abidin Hospital, Banda Aceh, Indonesia; Background: Clinical manifestations of coronary Artery Ectasia(CAE) are heterogeneous, and
often it is occasionally recognized during coronary angiography or computed tomography (CT). However, CAE may become clinically overt through different possible scenarios, including ACS,
effort angina, and exercise-induced ischemia. The optimal management of patients with CAE is
largely unknown. Case Illustration: a 59-year-old man was admitted to emergency department with complaint of
chest pain since 3 Hours before admission. Patient has also history of Hypertension and Heavy
Smoker. With blood pressure was 220/120 mmHg, pulse 42 beats per minute and respiratory rate
was 22 times per minute. Electrocardiography (ECG) showed: Sinus rhythm, QRS rate 46 bpm
ECG showed ST Elevation in lead II, III, and AVF (Figure 1). During percutaneous coronary
intervention with result CAD 1 VD, total distal occlusion with thrombus (Grade V), impression of
an aneurysm with a diameter of 8-10 mm in RCA(Figure 2,a), POBA has been done at
RCA(Figure 2,b), good results with suggest double antiplatelet for 12 months, drip eptifibatide
12.0 ml/hours. Discussion: Percutaneous treatment of CAE is a valuable option in patients with suitable
anatomical and clinical features. However, PCI of ectasia lesions presents several challenges,
starting from lack of specific indications, in patients even though a stent is not installed, the PCI
results are still good and there are no complications after the patient is discharged. Conclusion KEYWORD: Ectasia, STEMI, PCI KEYWORD: Ectasia, STEMI, PCI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1.a. from PAC Total distal occlusion with thrombus (Grade V), impression of an aneurysm with a diameter
of 8-10 mm,
1.b.POBA has been done at RCA, good results Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1.a. from PAC Total distal occlusion with thrombus (Grade V), impression of an aneurysm with a diameter
of 8-10 mm,
1.b.POBA has been done at RCA, good results 1.b.POBA has been done at RCA, good results A Case Of Fascicular Ventricular Tachycardia Previously Thought As Abberant SVT
R. Faradilla1, M. Muqsith2, T. Heriansyah3
1 Cardiology Residen, Medical Faculty, Universitas Syiah Kuala
2,3Department of Cardiology and Vascular Medicine, Medical Faculty, Universitas Syiah Kuala A Case Of Fascicular Ventricular Tachycardia Previously Thought As Abberant SVT
R. Faradilla1, M. Muqsith2, T. Heriansyah3
1 Cardiology Residen, Medical Faculty, Universitas Syiah Kuala
2,3Department of Cardiology and Vascular Medicine, Medical Faculty, Universitas Syiah Kuala Keywords: Fascicular Ventricle Tachycardia, aberrancy SVT, wide tachycardia, cardioversion ABSTRACT Background: The majority of ventricular tachycardia (VT) episodes that are seen in emergency
rooms are ischemic in nature. Fascicular VT is a rare kind of VT. Its distinctive
electrocardiographic (ECG) pattern of wide-complex tachycardia (WCT) with a right bundle
branch block (RBBB) and left axis deviation is caused by a re-entry circuit mechanism in the
Purkinje fibers of this benign VT. Case illustration: A 63-year-old female presented to emergency room (ER) for evaluation of
palpitations, pleuritic chest pain and tightness. Physical examination were severe tachycardia. The
remaining physical examination was unremarkable. Electrocardiographic (ECG) showed regular
monomorphic ventricular tachycardia at 210 bpm with a wide QRS, complete right bundle branch
block pattern and total posterior fascicular block. The patient was assessed as aberrant
supraventricular tachycardia (SVT) and received a biphasic external electrical shock of 50 Joule,
which was unsuccessful. However, later it was reassessed as fascicular VT and given 150 Joule
shock, which reverted to sinus rhythm with multifocal premature ventricular contraction (PVC). Patient was also treated with verapamil and referred for catheter ablation. Discussion: Fascicular ventricular tachycardia may occur in structurally abnormal heart and it
could be life threatening. Fascicular ventricle tachycardia is frequently misdiagnosed as aberrant
supraventricular tachycardia. Fascicular ventricle tachycardia is characterized by: atypical V1
morphology,QRS width ≤140 ms, R/S Ratio in V6 ≤ 1, and positive aVR. Verapamil has become
a cornerstone of treatment. Verapamil works by activating the slow inward calcium channel. Conclusion: Prompt recognition of this arrhythmia is necessary, 2 lead ECG shows a right bundle
branch block picture with left axis deviation, a diagnosis of fascicular tachycardia should be
considered. Despite, this type of VT is typically sensitive to verapamil, when symptoms are severe
or when medical treatment is inadequate or poorly tolerated, catheter ablation is a recommended
treatment option. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. (Top) ECGoindicatingotachycardiaoasoevidencedoby a rate of 210 bpm
with a wide QRS. Figure 2. (Buttom) ECG afterosynchronized defibrillator 150
J, showingosinusorhythm, and complete RBBB, multifocal PVC Figure 1. (Top) ECGoindicatingotachycardiaoasoevidencedoby a rate of 210 bpm
with a wide QRS. Figure 2. (Buttom) ECG afterosynchronized defibrillator 150
J, showingosinusorhythm, and complete RBBB, multifocal PVC Figure 1. (Top) ECGoindicatingotachycardiaoasoevidencedoby a rate of 210 bpm
with a wide QRS. Figure 2. ABSTRACT (Buttom) ECG afterosynchronized defibrillator 150
J, showingosinusorhythm, and complete RBBB, multifocal PVC Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Routine Interventional Closure of Patent Ductus Arteriosus after PH Treatment: A Case
Report
M.A. Amanta1, A.N. Nasution2, C.A. Andra2 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Routine Interventional Closure of Patent Ductus Arteriosus after PH Treatment: A Case
Report
M.A. Amanta1, A.N. Nasution2, C.A. Andra2 *Residen of Cardiovascular, Universitas Brawijaya, Saiful Anwar Hospital, Malang *Residen of Cardiovascular, Universitas Brawijaya, Saiful Anwar Hospital, Malan ** Cardiologist at Cardiovascular Departement of Saiful Anwar Hospital, Malang Background Cardiac myxoma (CM) is the most prevalence of adult benign primary cardiac tumor that derived
from mesenchymal cell precursor which are most commonly found in the left atrium (LA)
attached by a stalk to the fossa ovalis. Clinical manifestations of CMs may vary from
asymptomatic cases to unexpected sudden death. Intracardiac flow obstruction may occur and
potentially life-threatening. The diagnosis of a CM is mostly done with echocardiography. On
echocardiogram, a myxoma presents as a echogenic polypoid or papillary mobile mass within the
atrial cavity remaining attached to the interatrial septum through a stalk. Their prognosis is
excellent when treated with prompt surgical resection. Case Ilustration We reported three cases of LA myxoma. One case of fatal obstructive LA myxoma in female 39
years old who dead before the surgery, one case of successful surgery an obstructive LA
myxoma in woman 52 years old, and one non obstructive LA myxoma that concomitant with
coronary artery disease in male 77 years old. Routine Interventional Closure of Patent Ductus Arteriosus after PH Treatment: A Case
Report
M.A. Amanta1, A.N. Nasution2, C.A. Andra2 1 Cardiology Resident at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia
2 Cardiologist at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas Sumatera
Utara, Medan, Indonesia 1 Cardiology Resident at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia
2 Cardiologist at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas Sumatera
Utara, Medan, Indonesia Background: Patients with congenital heart disease (CHD) now live well into adulthood because
of advances in intervention techniques, improvements in medical management, and the
development of novel therapeutic agents. Patent ductus arteriosus (PDA) occurs in 5% to 10% of
all CHDs, excluding premature infants. PDA is an uncommon anomaly in adult patients, as it is
usually identified in childhood. Patients can now receive therapies via nonsurgical and
transcatheter techniques. In patients presenting with severe Pulmonal Hypertension (PH),
transcatheter PDA closure combining with PH treatment will improve outcome of the procedure. There are few studies relating surgical and nonsurgical treatment to long-term prognosis in adults
with patent ductus arteriosus. Case Illustration : A Male, 30 years old, patient was referred to H. Adam Malik Cardiac Center
with chief complain was previous history of shortness of breath. From clinical finding, ECG, chest
x-ray, echocardiography, and cardiac catheterization, he was diagnosed PDA with severe PH. He
underwent PH treatment sildenafil citrate for 1 year more. After 1 year, he was planned to undergo
cardiac catheterization, and showed changes such as; FR: 3,65 � 4,71 ; PAR: 7.88 � 6,76 ; PARI:
5.47 � 5. The estimation size of duct is 10.3 in isthmus diameter and 44.5 mm in ampulla. The
procedure was done with amplatzer ductal occluder (ADO) size 20-22mm and placed successfully. A decrease in mPAP was found, 73�56 mmHg. Sildenafil therapy is continued. After ADO, the
patient felt more better than before. Conclusion: In general, for the older adult with a PDA, transcatheter closure is the preferred
approach due to the calcification that is routinely seen in the older adult aorta. Thus, any approach
to close an adult PDA in the catheterization laboratory is likely to be of lower risk and safer. Keywords: PDA, ADO, PH. Keywords: PDA, ADO, PH. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Background Left Main Coronary Artery Spasm (LMCAS) is defined as a sudden vasoconstriction of Left Main
coronary artery causing vessel occlusion or near occlusion. LMCAS commonly manifests as chest
pain and transient ST elevation by coronary vasospasm, and generally follows a benign clinical
course. Rarely, syncope induced by ventricular arrhythmia associated with transient myocardial
ischemia can be developed by LMCAS. If the cause of syncope is not correctly diagnosed, patients
are at risk of recurrent syncope. In particular, syncope without chest pain is an uncommon
manifestation of coronary vasospasm. Thus, as in this case, it can be missed as the cause of
syncope. Case Illustration A 49-year-old female patient with no significant cardiac history presented to the emergency
department with history of syncope and palpitation. Initial Electrocardiogram (ECG) was within
normal limit and stress tests are negative for inducible ischemia. Two dimensional (2D)
echocardiogram showed no regional wall motion abnormalities with good biventricular function. There was no mitral or tricuspid regurgitation. During coronary-angiograhy showed a ventricular
arrhythmia in ECG monitor. Conventional contrast coronary angiogram showed ostio-proximal
LMCA 60 to 70% stenosis, with proximal left anterior descending coronary artery (LAD) 50%
stenosis, and right coronary artery as normal. Percutaneous coronary intervention (PCI) was
planned with intravascular ultrasound (IVUS) guidance. LMCA was normal in different views. Normalization of LMCAS suggests that there was completely only spasm in LMCA. On 24-hour
Holter monitoring showed normal limit and there was no syncope and palpitation. Arrhytmia was
not found, with minimal and maximal heart rate was 53 bpm and 69 bpm, respectively. Left Main Coronary Artery Spasm (LMCAS): Not Always Manifest as Chest Pain
R. Abimanyu1, F. Habib2, C.A. Andra2 Left Main Coronary Artery Spasm (LMCAS): Not Always Manifest as Chest Pain
R. Abimanyu1, F. Habib2, C.A. Andra2 Left Main Coronary Artery Spasm (LMCAS): Not Always Manifest as Ches
R. Abimanyu1, F. Habib2, C.A. Andra2 1Cardiology Resident at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia
2Cardiologist at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas Sumatera
Utara, Medan, Indonesia 1Cardiology Resident at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas
Sumatera Utara, Medan, Indonesia
2Cardiologist at H. Adam Malik Cardiac Center, Faculty of Medicine Universitas Sumatera
Utara, Medan, Indonesia Conclusion This case demonstrates that syncope and ventricular arrhythmia could be related to LMCAS. We
missed the diagnosis of LMCAS during the first admission because the patient did not complain
of chest pain and we did not identify abnormal ST-segment elevation. Thus, syncopal patient of
LMCAS without typical chest pain may be misdiagnosed as in this case. Therefore, in the event
of an unexplained syncope, it is important to interpret Holter monitoring carefully and to consider
coronary spasm provocation test for the diagnosis of LMCAS, if clinically indicated. Conclusion Only timely diagnosis and prompt surgery can reduce the morbidity and mortality of cardiac
myxoma patients. Only timely diagnosis and prompt surgery can reduce the morbidity and mortality of cardiac
myxoma patients. Keywords : Myxoma, Cardiac tumor, Obstruction, Echocardiography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Keywords
LMCAS, Syncope, Ventricular Arrhythmia, Holter monitoring. Indonesian Journal of
Cardiology Percutaneous Coronary Internvention of Infarct Related Artery vs Non
Infarct Related Artery in Patient with Cardiogenic Shock Keywords : STEMI, Cardiogenic Shock, Multi vessel disease, PCI, Non Infarct related artery Keywords Keywords
LMCAS, Syncope, Ventricular Arrhythmia, Holter monitoring. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indones
Ca
Indonesian J C
pISSN: 2830-3
doi: 10 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Percutaneous Coronary Internvention of Infarct Related Artery vs Non
Infarct Related Artery in Patient with Cardiogenic Shock A.S. Pratama1, N.Y. Kusumawardhani 2 A.S. Pratama1, N.Y. Kusumawardhani 2 1Faculty of Medicine, Padjadjaran University, Bandung, Indonesia 2Departement cardiology and Vascular Medicine, Hasan Sadikin Hospital, Bandung, Indonesia Background : Multivessel disease (MVD) was observed 40-65% of patients with STEMI. Non-
infarct related artery stenosis (non-IRA) in patient with MVD was associated with increased
mortality and MACE. Complete revascularization in STEMI with cardiogenic shock patients was
recommended by guidelines but the supporting evidence has been scarce and it was only based on
expert consensus considerations. Case Illustration : 63 years old male was admitted due angina. Onset 8 hours prior to admission. Patient appeared to be restless, hypotension with poor hypoperfusion on admission. ECG showed
extensive anterior STEMI, CRBBB. Patient was diagnosed with extensive anterior STEMI with
cardiogenic shock. After stabilization with inotropes, patient underwent cardiac catheterization. Angiongraphic findings showed acute total occlusion at LAD with severe calcification and
significant lesion on ostial – distal LCx and ostial – distal RCA. PCI was performed in the proximal
LAD as infarct related artery. On the next day, patient experienced another episode of angina. ECG
monitor showed total AV block rhythm and patient was hemodynamically unstable. Another PCI
procedure was performed to RCA. However, patient experienced cardiac arrest intra procedure,
CPR was performed but to no avail. Conclusion : Reperfusion of culprit is main treatment in the STEMI patients, although multivessel
PCI in stable STEMI patients can be considered in non-complex lesions. Culprit only approach
should be performed in hemodynamic unstable patients such as cardiogenic shock. Complete
revascularization still have a significant benefit in terms of mortality but the existence of MVD
itself has a poorer outcome regardless appropriate approach to the patient. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Rupture Sinus of Valsalva Aneurysm Associated With a Ventricular Septal Defect:
The Importance of Intraoperative Transesophageal Echocardiography
D.P. Sejati1, D.W. Anggraheni1, Noormanto2
1Department of Cardiology and Vascular Medicine, Dr Sardjito Hospital, Yogyakarta/Faculty of
Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
2Department of Pediatric Medicine, Dr Sardjito Hospital, Yogyakarta/Faculty of Medicine,
Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Rupture Sinus of Valsalva Aneurysm Associated With a Ventricular Septal Defect:
The Importance of Intraoperative Transesophageal Echocardiography
D.P. Sejati1, D.W. Percutaneous Coronary Internvention of Infarct Related Artery vs Non
Infarct Related Artery in Patient with Cardiogenic Shock Anggraheni1, Noormanto2
1Department of Cardiology and Vascular Medicine, Dr Sardjito Hospital, Yogyakarta/Faculty of
Medicine, Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia
2Department of Pediatric Medicine, Dr Sardjito Hospital, Yogyakarta/Faculty of Medicine,
Public Health and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia Background: Sinus of Valsava Aneurysm (SOVA) is a rare heart defect and is an acquired heart defect and/or
a congenital heart defect. This case has a prevalence of 0.09% in the general population and only
about 1-3.5% of congenital heart defects. The rupture sinus of valsava aneurysm (RSOVA) occurs
most often towards RV(60%), then to RA(29%), LA(6%), LV(4%), and Pericardium(1%). Complications from a rupture that occurs suddenly can occur hemodynamic disorders that can
lead to acute heart failure. The diagnosis of RSOVA can be established by multimodality imaging. Case Illustration: A 16-years-old male patient with an unconfirmed report of VSD since infancy, came with his
parents to the outpatient clinic RSUP Sardjito, with the chief complaint of shortness of breath
during sports activities and at rest. TTE showed RSOVA of Right Coronary Cuspis (RCC) into the
right ventricle (RV) with a classic sign of Windsock Appearance, further confirmed by TEE. We
further decide to proceed to for repair of the RSOVA. Unexpectedly, the preprocedural TEE
revealed a Left to Right high PMO VSD that coexisted with the its RSOVA. Therefore, the surgical
team proceeded to VSD closure along with the repair of RSOVA and it went successfully. During
follow-up, the condition was improved with no complications and no residual defects was
observed on TTE. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 The prevalence of a coexisting VSD and SOVA is about 30-60%, in this case, the patient was late
to come to our hospital and was diagnosed with RSOVA and High PMO VSD, and then we
successfully repaired both lesion, with a good outcome. Performing TEE with and without
sedation sometimes gives different flexibility in obtaining views, especially when certain
maneuver is needed. Carefully caution is needed in looking at the results of multimodality
imaging, especially if there were discrepancies in results to make a diagnosis of RSOVA with
coexisting lesions. Discussion and Conclusion: Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
The prevalence of a coexisting VSD and SOVA is about 30-60%, in this case, the patient was late
to come to our hospital and was diagnosed with RSOVA and High PMO VSD, and then we
successfully repaired both lesion, with a good outcome. Performing TEE with and without
sedation sometimes gives different flexibility in obtaining views, especially when certain
maneuver is needed. Carefully caution is needed in looking at the results of multimodality
imaging, especially if there were discrepancies in results to make a diagnosis of RSOVA with
coexisting lesions. Keywords: y
rupture sinus of valsava aneurysm, ventricular septal defect, intraoperative transesophageal
echocardiography Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Patient with Patent Ductus Arteriosus and Infective Endocarditis Complicated with
Worsening Left Ventricular Dysfunction Following Surgical Intervention
A.N. Nurman1, C.J. Cool1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas
Padjadjaran, Dr. Hasan Sadikin General Hospital, Bandung, Indonesia Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Patient with Patent Ductus Arteriosus and Infective Endocarditis Complicated with
Worsening Left Ventricular Dysfunction Following Surgical Intervention
A.N. Nurman1, C.J. Cool1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas
Padjadjaran, Dr. Hasan Sadikin General Hospital, Bandung, Indonesia Background: Patent ductus arteriosus (PDA) is a congenital heart disease that can cause left
ventricular (LV) volume overload. PDA closure has been reported to cause deterioration of LV
function. Case Illustration: A 23-year-old female was admitted with recurrent fever three months prior to
arrival. She had history of PDA but never had routine follow-ups. She had cardiomegaly with
continuous murmur grade III/VI at the 2nd left intercostal space. Her electrocardiography (ECG)
showed sinus tachycardia and left ventricular hypertrophy. Transthoracic echocardiography (TTE)
showed PDA (7-8 mm) continuous flow, left ventricular ejection fraction (LVEF) 46% with mild
global hypokinetic, and multiple vegetations at main pulmonary artery. Blood culture showed
positive for Staphylococcus hominis, Streptococcus anginosum, and Staphylococcus epidermidis. After two weeks of antibiotics administration, blood culture remained positive despite reduced
vegetations size. Vegetation evacuation and PDA ligation were performed successfully. However,
TTE evaluation showed worsening systolic function (LVEF 39%) without vegetation and residual
PDA shunt. She received heart failure medications and was discharged in stable condition. Ten
months thereafter, TTE evaluation showed improved systolic function (LVEF 44%). The
deterioration of LV function can be caused by sudden reduction of LV volume after PDA closure
which reduces muscle fibers stretch and decreases LVEF. Another explanation is increased
afterload because LV ejects blood only to high-resistance systemic circulation after PDA closure. Several parameters, such as large PDA size, reduced preoperative LVEF, low fractional
shortening, and high left ventricular end-diastolic diameter, have been shown to predict LV
dysfunction after PDA closure. After closure, LV reverse remodelling can occur, resulting in
improved LV function. Conclusion: PDA closure can cause deterioration of LV function. Keywords: Infective Endocarditis, Patent Ductus Arteriosus, Left Ventricular Dysfunction Background g
Both acute ischemic stroke (AIS) and acute myocardial infarction (AMI) are life-threatening
medical diseases with a short therapeutic window and a poor prognosis if not treated quickly. Management of both AIS and AMI at the same time is challenging. A delayed intervention of one
infarcted zone for the other could result in irreversible morbidity, disability, and even death. Case Illustration A 48 years old woman came to ER with a chief complaint of chest pain, difficulty speaking, and
had weakness in the right limb that she never felt before 27 hours before being admitted. The ECG
was sinus tachycardia with RBBB-type ST elevation in the anterior lead. Her blood lab results
showed leukocytosis and increased troponin levels. The chest x-ray showed cardiomegaly. The
head CT-Scan revealed extensive infarction with vasogenic edema in the left temporal-parietal-
occipital lobe. She was assessed as evolved STEMI anterolateral and non-hemorrhagic stroke. The
patient was admitted to ICCU and got dual antiplatelet (DAPT) therapy, heparin as an
anticoagulant, and antibiotics. After 5 days of treatment in the ICU, chest pain was reduced,
weakness of the right limb improved and she was able to speak with limited vocabulary. Keywords : Stroke, Myocardial Infarction, Cardio-Cerebral Infarction Keywords: There are several parameters
that can help to predict LV dysfunction. The LV dysfunction is mostly reversible and can take
months to fully recover. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Appropriate Management of Simultaneous Acute Cardio-Cerebral Infarction: pp
p
g
Are We There Yet? T.B. Prakoso1, S. Sungkar2, M.F. Ahnaf2, Retnaningsih3
1Faculty of Medicine, Diponegoro University, Semarang, Indonesia
2Department of Cardiology and Vascular Medicine, Kariadi Hospital, Semarang, Indonesia
3Department of Neurology, Kariadi Hospital, Semarang, Indonesia A Rare Entity Of Right-Sided Infective Endocarditis as a result of Uncorrected Ventricular
Septal Defect: A Case Report A Rare Entity Of Right-Sided Infective Endocarditis as a result of Uncorrected Ventricular
Septal Defect: A Case Report I. Munawarah1, T. Heriansyah1, Novita1
1) Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Syiah Kuala,
Zainoel Abidin General Hospital, Banda Aceh, Indonesia I. Munawarah1, T. Heriansyah1, Novita1
1) Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Syiah Kuala, Zainoel Abidin General Hospital, Banda Aceh, Indonesia Conclusion Currently, there are no clinical trials or consensus guidelines for the management of CCI. It is
necessary to identify the role of antiplatelet and thrombolytic drugs and a combination of
percutaneous coronary and intravascular treatments of the brain. With current limited knowledge,
the management approach needs to be individualized. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
A Rare Entity Of Right-Sided Infective Endocarditis as a result of Uncorrected Ventricular
Septal Defect: A Case Report
I. Munawarah1, T. Heriansyah1, Novita1 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology words: right-sided infective endocarditis, uncorrected ventricle septal defect,
i ABSTRACT Background: Right-sided infected endocarditis (IE) has a lower prevalence and lower
fatality rates as compared to left-sided IE. Infections of implantable cardiac devices,
central venous catheters, and misuse of intravenous substances are commonly associated
to right-sided IE. Congenital heart disease (CHD) are very less common to result in right-
sided IE, among those, ventricular septal defects (VSD) has the highest percentage of up
to two percent. p
Case illustration: A 26-years-old male was presented to the emergency department with
malaise, fever, fatigue and palpitation. The patient was diagnosed with CHD since a
young age, but had refused surgical correction. Physical examination showed normal vital
signs, abnormal auscultation: loud pansystolic murmur was heard at the lower left sternal
border, systolic ejection murmur was heard in the upper left sternal border, and rales at
the base of both lungs. Transthoracic echocardiography showed perimembranous VSD
with left-to-right shunt and 24×10 mm vegetation on the septal leaflet of the tricuspid
valve with mild tricuspid regurgitation. Heart failure treatment was given to the patient,
IE was treated with ampicillin sulbactam 1 g t.i.d and gentamycin 80 mg b.i.d despite the
blood culture results showed no bacteria were found. Uncorrected VSD is a predisposing
factors of IE. In addition to the left-to-right shunt VSD contributes to the increased blood
flow through pulmonary artery, promoting pathologic pulmonary vascular shear stress
and circumferential stretch. This high flow causes endothelial disruption in the turbulence
loci and triggers the vegetation formation during bacteraemia. The endothelial disruption
facilitates fibrin deposition and aggregation, subsequently forming the vegetation. Conclusion: Despite the patient’s blood culture showed negative result, patient was still
diagnosed with IE based on Modified Duke’s Criteria. Common pathology of the righ-
sided IE, which proposes pathogen into the body, does not apply to this patient Task Keywords: right-sided infective endocarditis, uncorrected ventricle septal defect,
vegetation Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1. VSD Perimembranosus with flow L to R Shunt (left) and vegetation in septal leaflet of tricuspid leaflet
(right). Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. VSD Perimembranosus with flow L to R Shunt (left) and vegetation in septal leaflet of tricuspid leaflet
(right). PALPITATION IN YOUNG AND HEALTHY FEMALE : A CASE SERIES OF WOLFF-
PARKINSON-WHITE SYNDROME A. Izzuddin 1, T. Heriansyah 2, M. Muqsith 2
Resident, Faculty of Medicine, Universitas Syiah Kuala, Banda Aceh. ardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala A. Izzuddin 1, T. Heriansyah 2, M. Muqsith 2
1) Cardiology Resident, Faculty of Medicine, Universitas Syiah Kuala, Banda Aceh. 2) Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala ABSTRACT Figure 1. VSD Perimembranosus with flow L to R Shunt (left) and vegetation in septal leaflet of tricuspid leaflet
(right) Figure 1. VSD Perimembranosus with flow L to R Shunt (left) and vegetation in septal leaflet of tricuspid leaflet
(right). Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 ABSTRACT Background: Wolff-Parkinson-White (WPW) syndrome refers to the presence of an
overt (manifest) Accessory Pathways (AP), thus resulting in the so-called pre-excitation,
in combination with usually recurrent tachyarrhythmias. y
y
y
Case Illustration: Case 1: A 27-year-old female referred to ER with a chief complaint of
shortness of breath that occurs since 2 hours. She had also experienced pre-syncopal event
that occurred earlier that day. Symptoms included intermittent dizziness, lightheadedness,
weakness, and palpitations of a one-hour duration. Currently, she is pregnant with a
gestational age of 8 months. Her ECG showed Delta wave at lead V1-V6, III, and aVF. One day after admission, she had an episode of tachycardia. Patient then treated with
vagal manouver, but the rhythm was not converted. We continued with IV Digoxin 0.5
mg, and the rhythm was converted to sinus completely. Case 2: A 31-year-old female
referred to ER with a chief complaint of palpitation that occurs since 12 hours ago. Symptoms included intermittent dizziness, lightheadedness, and weakness. Her
previously ECG showed a narrow complex tachycardia with retrograde P waves in II, III,
aVF, and in V4 to V6. Patient treated with IV diltiazem, and after the rhythm converted,
her ECG showed Delta wave at V2-V6, II, aVF. Conclusion: The hemodynamic and electrophysiological changes facilitate the
development of arrhythmias. Early diagnosis and adequate multidisciplinary management
are key factors to avoid complications. y
p
Keywords: Palpitation, Wolff-Parkinson-White Syndrome, Tachycardia, Accessories
Pathway Keywords: Palpitation, Wolff-Parkinson-White Syndrome, Tachycardia, Accessories
Pathway Keywords: Palpitation, Wolff-Parkinson-White Syndrome, Tachycardia, Accessories
Pathway Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Cardiolog
Indonesian J Cardiol 2023
pISSN: 2830-3105 / eISSN
doi: 10.30701/ijc. Figure A. Case 1; Left-Sided AP in Type A WPW Syndrome,
B. Case 2; Right-Sided AP in Type B WPW Syndrome Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure A. Case 1; Left-Sided AP in Type A WPW Syndrome,
B. Case 2; Right-Sided AP in Type B WPW Syndrome Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Keywords: Buddy wire technique, PCI, Complex lesion. ST ELEVATION MYOCARDIAL INFARCTION INFERIOR AFTER PCI WITH
SMALL VESSEL AT RIGHT CORONARY ARTERY, WHAT SHOULD WE DO?
E. Mizwar1, A.M.Z Ismail1, A. Purnawarman1, T. Heriansyah1
1) Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala, Zainoel Abidin General Hospital, Banda Aceh, Indonesia Background: Cardiovascular diseases (CVDs) represents 31% of all global deaths. Acute
Coronary Syndrome (ACS) constitute approximately 7 million deaths per year. Approximately
30% of ACS caused by ST Elevation Miocard Infarction (STEMI). STEMI after Percutaneous
Coronary Intervention (PCI) is completely rare and not yet reported. Case Illustration: A 54-year-old woman was admitted to the hospital for elective PCI because of
a history of recurrent chest pain since the previous 3 months. She had not previously undergone
PCI because the onset was more than 12 hours and she was stable, so the patient was planned to
undergo PCI in the next 3 months. The patient was admitted with a diagnosis of stable angina
pectoris ec. Coronary Artery disease, acute on Chronic Kidney disease and hypertension. Lab
results showed improvement in kidney function with serum creatinine 2.2 mg/dl. After
corangiography, the results were CAD 2 VD with 70-80% stenosis in the proximal mid on the left
anterior descendent (LAD) and small vessels with 80% stenosis on the right coronary artery
(RCA). PCI 3 DES was performed in LAD. 6 days after PCI, she complained of severe chest pain. ECG showed ST elevation in II, III, AVF and reciprocal ST depression in I-AVL. We decided to
perform fibrinolytic procedure using 1.5 million IU of streptokinase with close hemodynamic
monitoring. After that, complaints of chest pain decreased and ST elevation decreased. she was
discharged after hemodinamically stable and no chest pain. Conclusion: STEMI management after PCI with small vessels has not been widely reported,
fibrinolytics can be considered for daily practice. Keywords: STEMI, small vessel, PCI, fibrinolitik Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. ECG at admission (above), ECG post PCI showing STEMI Inferior (Middle), and
ECG 1 hour after fibrinolytic (below). Figure 1. ECG at admission (above), ECG post PCI showing STEMI Inferior (Middle), and
ECG 1 hour after fibrinolytic (below). Figure 1. ECG at admission (above), ECG post PCI showing STEMI Inferior (Middle), and
ECG 1 hour after fibrinolytic (below). PERCUTANEOUS CORONARY INTERVENTION MANAGEMENT WITH THE
BUDDY WIRE TECHNIQUE, A SOLUTION TO SEVERAL CHALLENGING
CIRCUMSTANCES: A CASE REPORT R. Novia1, H. Munirwan2
1)Faculty of Medicine, Universitas Syiah Kuala 2) Department of Cardiology and
Vascular Medicine, Faculty of Medicine, Universitas Syiah Kuala,
Zainoel Abidin General Hospital, Banda Aceh, Indonesia Background: Percutaneous coronary intervention (PCI) as an invasive strategy has increased in
use and reduced the mortality rate to ischemic heart disease from 17.2%(1995) to 6.3%(2015). Not
all cases can be easily carried out PCI; occasionally, the operator will face problems during
complex lesions. Case Illustration: A 60-year-old man was brought to the ED with a chief complaint of chest pain
three days earlier. ECG showed complete RBBB, QS patterns in II, III, and AVF. Increased cardiac
enzymes and decreased renal function in the laboratory. Echocardiography showed decreased LV
function. An early invasive strategy performed, puncture through the dextra radial artery. Coronary
angiography results; CTO of proximal RCA and distal LCx, 80-90% diffuse stenosis of proximal-
distal LAD with severe calcification. PCI is conducted on the LAD, as it provides flow to the distal
RCA. Balloon support was needed to allow the wire to penetrate the lesion, and coronary dilatation
with a 2.5/12mm NC balloon to a pressure of 20 atm repeatedly. However, the stent could not pass
through the lesion to the distal LAD. Stenting was performed first at the proximal LAD using a
DES 2. 75/29mm was inflated to a pressure of 16 ATM. Finally, a buddy wire technique was
performed to stent the distal LAD, using a DES 2.5/16mm inflated to a pressure of 18 ATM. With
results, TIMI 3 flow and stable hemodynamics. The patient was discharged in good condition with
improved LV function and increased renal function. The method using a second 0.014-inch
coronary guide wire can assist in delivering balloons and stents through calcified or tortuous
vessels. It delivered through radial access is also safe, switching access to femoral is unnecessary. Conclusion: The buddy wire technique is one of the simple solutions in assisting stent deployment
in challenging situations, therefore improving PCI success. Keywords: Buddy wire technique, PCI, Complex lesion. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Figure 1 a. Diffuse stenosis of the LAD with severe calcification, b. stenting of the proximal
LAD is carried out, c. Use of Buddy wire technique for mid-distal LAD stenting, d. TIMI 3 Flow
final result. Cardiac Magnetic Resonance to diagnose Coronary Microvascular dysfunction with
chronic myocarditis g
g
y
y
chronic myocarditis
N. Widasari1,2, T. Heriansyah1, M. Muqsith1, Elen2
1Department of Cardiology and Vascular Medicine Universitas Syiah Kuala, Banda Aceh,
Indonesia,
2Department of Cardiology and Vascular Medicine Universitas Indonesia/National
Cardiovascular Centre Harapan Kita, Jakarta, Indonesia chronic myocarditis
N. Widasari1,2, T. Heriansyah1, M. Muqsith1, Elen2
1Department of Cardiology and Vascular Medicine Universitas Syiah Kuala, Banda Aceh,
Indonesia,
2Department of Cardiology and Vascular Medicine Universitas Indonesia/National
Cardiovascular Centre Harapan Kita, Jakarta, Indonesia Case Ilustration A 72 years-old woman has been presented with frequent exertional chest pain since the last 2
months. Patient was breast cancer survivor with previous mastectomy and chemotherapy
procedure 10 years ago. She also had history of hypertension. Coronary angiography revealed
moderate stenosis on mid LAD, normal on other coronary arteries. CMR examination found
hypokinetic at apico-anterior, basal apico-septal and basal apico inferior segments. Comparing rest
and stress CMR sequences, there is a diffuse hypoperfusion at basal-apical LV on stress sequences. Intramyocardial LGE were found at basal-apico anterior, basal-mid septal, basal-mid inferior and
basal inferolateral. Coronary microvascular dysfunction is defined as the clinical syndrome of angina
with electrocardiographic ischemic changes in the absence of obstructive CAD. Microvascular
dysfunction (MVD) are divided into four clinical setting, MVD without obstructive CAD and
myocardial diseases, MVD in myocardial disease, MVD in obstructive CAD, and iatrogenic. The
etiology of myocardial inflammation include viral infection, post mRNA COVID-19 vaccination,
and anthracycline used as chemotherapy regiment. Anthracycline-induced cardiotoxicity and
subsequent heart failure is very common in breast cancer patients. Control of traditional CV risk
factors is the main therapeutic objective to prevent progression of microvascular disease and to
reduce the frequency and intensity of ischemic symptoms. Introduction Microvascular dysfunction is responsible for chest pain in various clinical settting. Over 50% of
symptomatic patients without flow-limiting coronary lesions have structural or functional
abnormalities of the coronary microcirculation leading to impaired vasodilatation, which
contributes to myocardial ischemia. In recent years, cardiovascular magnetic resonance have
demonstrated to be emerging modalities for microcirculation assessment. PERCUTANEOUS CORONARY INTERVENTION MANAGEMENT WITH THE
BUDDY WIRE TECHNIQUE, A SOLUTION TO SEVERAL CHALLENGING
CIRCUMSTANCES: A CASE REPORT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1 a. Diffuse stenosis of the LAD with severe calcification, b. stenting of the proximal
LAD is carried out, c. Use of Buddy wire technique for mid-distal LAD stenting, d. TIMI 3 Flow
final result. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Case Illustration Women, 56 years old, came with complaints of shortness of breath that felt even during light
activity and at rest. The patient admits that he often wakes up at night due to shortness of breath
and has to use 2-3 pillows to sleep. DOE (+), OP (+), PND (+). Complaints are also accompanied
by swollen feet. On physical examination, an increase in jugular venous pressure is found as high
as R+3 cmH2O. On physical examination of the heart, there was irregular heart sound 1 and 2,
accompanied by a murmur at the lower left sternal border which was difficult to assess, with a
maximum punctum at LPAS. ECG results found atrial fibrillation rhythm with QRS rate 133x/i
irregular, left anterior deviation, P wave difficult to assess, QRS duration 80 ms, Q path gel in III,
avF, V1-V4, ST-T changes: T-inversion in I, avL. Impression: AF RVR + LAD. On the chest X-
ray, a CTR of 76% was found, the Aortic segment was normal, Echocardiography results found: Atrial situs solitus, AV discordance, VA discordance, TR severe
(PG 80 mmHg) and LA-RV dilatation. Patients were given treatment in the form of complete rest,
IVFD NaCl 0.9% 10 tpm, inj furosemide 40 mg/8 hours, Spironolactone 1x25 mg, Digoxin 1x0.25
mg, Warfarin (2-3-2 mg), KSR 1x600 mg. Acute Heart Failure Caused by TR Severe and AF RVR with Congenitally Corrected
Transposition of Great Arteries – A Case Report Heart Failure Caused by TR Severe and AF RVR with Congenitally Corrected
Transposition of Great Arteries – A Case Report Acute Heart Failure Caused by TR Severe and AF RVR with Congenitally Corrected
Transposition of Great Arteries – A Case Report Y.I. Taufik1 , R.M. Tamba2 , K.K. Ilyas3 , A.N. Nasution4 , C.A. Andra 1,2Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia
3,4,5Cardiologist, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia 1,2Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia
3,4,5Cardiologist, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia Background Acute heart failure refers to rapid onset or worsening of symptoms and/or signs of heart failure,
requiring urgent evaluation and treatment. Heart failure results from disturbances in the structure
and/or function of the heart resulting in increased intracardiac pressure and/or inadequate cardiac
output. Disorders of the valves, pericardium, endocardium and disturbances of heart rhythm and
conduction can also contribute to causing heart failure. Congenitally Corrected Transposition of
Great Artery or CCTGA both ventricles (pumping chambers) of the heart are reversed. Fortunately,
the arteries are reversed too, so the heart actually "corrects" the abnormal development, thus the
name "congenitally corrected transposition of the great arteries." However, CCTGA is a complex
malformation in which the heart is far from being normal. Conclusion CMR has shown promising results to distinguish epicardial versus microvascular impairment
compared to invasive FFR assessment. Identification of MVD is important to manage medical
strategies and improve prognosis. Keywords: Microvascular dysfunction, Myocarditis, CMR Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Acute Heart Failure Caused by TR Severe and AF RVR with Congenitally Corrected
Transposition of Great Arteries – A Case Report
Y I T
fik1 R M T
b 2 K K Il
3 A N N
ti
4 C A A d
5 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology BACKGROUND Permanent Pacemaker implantation is a lifesaving procedure usually used in conditions of life-
threatening bradycardia. Permanent Pacemaker (PPM) was associated with more favorable
outcome in patients with cardiac conduction issues. However, the procedure of PPM implantation
still resulted in operative associated complication, from superficial hematoma, until pneumothorax
and lead dislodgement, several of these complications might resulted in mortality Associated with
PPM implantation. In this paper we presented a case in-hospital monitoring for the patient
underwent complication after PPM implantation. Post Procedural Complication after PPM Implantation : What should we do Post Procedural Complication after PPM Implantation : What should we do. S.S. Baskoro1, T. Aryanugraha1, M.A. Rosyidi1, M. Herbani1 , I. Kamelia1, S. Anjarwani2, A. Rizal2, A. Kurniawan1,
F. Taufiq1
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia;
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia F. Taufiq
1Cardiology Resident, Faculty of Medicine Universitas Brawijaya- Saiful Anwar Hospital, Malang, Indonesia;
2Departement of Cardiovascular Medicine, Faculty of Medicine Universitas Brawijaya-Saiful Anwar Hospital,
Malang, Indonesia CASE ILLUSTRATION A 62-year-old woman with chief complaint of syncope. Patient was having seizure multiple times
on observation. From ECG was found with Total Atrioventricular Block (TAVB) with junctional
escape rhythm and heart rate (HR) of 30-40 beats per minute (bpm). Due to unavailability of
temporary or percutaneous pacemaker in the receiving hospital, epinephrine was used to increase
the heart rate. After received in our hospital, patient was implanted with intravenous Temporary
Pacemaker and previously administered epinephrine was stopped. Patient was in stable condition with BP 131/75 mmHg, HR 70x/m regular, and had insertion
temporary pacemaker (TPM) at 70-5-3 configuration. Subsequent Work up ruled out electrolyte
abnormalities (Hypo-hyperkalemia), and there was no regional wall motion abnormality from
echocardiography and also no risk factor of coronary artery disease (CAD). Due to lack of apparent
reversible causes, medical team decided on PPM implantation. The procedure was done without
complication. However, at recovery room, she complained of typical chest pain, shortness of
breath accompanied with hypotension (77/54 mmHg with HR 60 bpm appropriate RV pacing
rhythm). Her acral was cold and wet. Echocardiography evaluation showed appropriate lead
placement with minimal pericardial effusion and no sign of pneumothorax. There was no sign of
tamponade. Sublingual Nitrate and Fluid resuscitation was given to the patient. The symptom was
reduced, and her blood pressure slowly recovered. She was observed in the ward and discharged
3 days after. Conclusion Woman, 56 years old, diagnosed with Acute Heart Failure caused by severe TR and AF RVR with
congenitally corrected transposition of great arteries based on history, physical examination and
additional examinations. The patient was given therapy according to clinical manifestation and
allowed to go home after 7 days of treatment. Keywords: Acute heart failure, Atrial fibrilation, CCTGA Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 CONCLUSION PPM implantation Is one of the core treatments for symptomatic bradycardia. Although its
generally a safe procedure, complication regarding PPM Procedure needed to be anticipated in
order to be treated accordingly. A close monitoring with trained personnel on standby is crucial to
ensure patients well being after PPM implantation. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
KEYWORDS
Total Atrioventricular Block (TAVB), Permanent pacemaker, post procedural monitoring Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 KEYWORDS ORDS
rioventricular Block (TAVB), Permanent pacemaker, post procedural monitoring Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Flaring Osteal to Bail Out Proximal RCA Dissection during CTO PCI: A Case Report
R.S. Bakry1, H. Munirwan1, T. Heriansyah1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala, Banda Aceh, Indonesia Indonesian Journal of
Cardiology Flaring Osteal to Bail Out Proximal RCA Dissection during CTO PCI: A Case Report
R.S. Bakry1, H. Munirwan1, T. Heriansyah1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Syiah
Kuala, Banda Aceh, Indonesia Background: The separation between two layers of coronary artery is recognized as coronary
dissection. Deep engagement during catheter manipulation can induce an iatrogenic coronary
dissection. Although the reported incidence was quietly few, 0.02-0.15%, it can be life threatening
and need prompt surgery. Dissection in ostium RCA is more frequent than LCA with percentage
85% of all. Case Illustration: We reported a 57 years old age male with CAD 3VD post PCI 1 DES in LAD. Patient came for undergoing elective PCI. He has suffered chest pain during mild activities for last
6 months. His cardiovascular risk factor were hypertension and smoking. Physical examination
revealed no abnormalities. ECG showed sinus rythm with rate 66 bpm, normoaxis, qs pattern in
lead III aVF, and poor r wave progression in V1-4. We performed CTO PCI through femoral
access. Angiography showed patent stent in LAD, diffuse stenosis 90% in osteal to distal LCx,
and CTO with calcification in proximal RCA. Operator decided to perform CTO PCI in Proximal
RCA using AL1 guide-catheter. During procedure, the dissection was occurred in proximal RCA. CONCLUSION We performed flaring the ostium using noncompliant balloon, protruding into the aorta flare the
aortic portion of the stent using the stent balloon. Then, the angiography showed that RCA
dissection was improved. The results of PCI were CAD 3VD + Stent patent in LAD and PCI 2DES
in RCA. Conclusion: Flaring stent in the ostium of RCA by inflating balloon proximal to dissected segment
was necessary for tack down the dissection flap resulting in flow improvement. It can be a solution
for bailing out under the circumstances. Keyword: Flaring Osteal, CTO PCI, Coronary Dissection Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_
pISSN: 2830-3105 / eISSN: 2964-730
doi: 10.30701/ijc.1537
Figure 1. CTO in Proximal RCA with JCTO score 3, (A). Dissection In Proximal RCA, (B). Stenting in osteal-proximal RCA, (C). TIMI 3 Flow after flaring balloon in osteal RCA, (D). Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Figure 1. CTO in Proximal RCA with JCTO score 3, (A). Dissection In Proximal RCA, (B). Stenting in osteal-proximal RCA, (C). TIMI 3 Flow after flaring balloon in osteal RCA, (D). Transcatheter Post Infarct VSR Closure Using ASD Device : An Alternative Option in
Scarcity y
A.M.A.A. Lubis1, A.C. Lubis2 , A.N. Nasution3 , C.A. Andra4, T.W. Ardini5, K.K. Ilyas 6
1Cardiology Resident, Department of Cardiology and Vascular Medicine, Faculty of Medicine,
Universitas Sumatera Utara, Medan, Indonesia; 2,3,4,5,6Cardiologist, Department of Cardiology
and Vascular Medicine, Faculty of Medicine, Universitas Sumatera Utara, Medan, Indonesia Background: Transmural MI is a predisposition for ventricular septal rupture which occurs more
frequently after STEMI than NSTEMI. Without surgical repair or percutaneous closure, the
mortality rate can reach 94%. Although surgical repair has been the gold standard to correct the
structural anomaly, percutaneous closure may represent a valuable therapeutic alternative in
selected patient, with the purpose of immediate shunt reduction to prevent further hemodynamic
deterioration. Case Illustration: A 60 – year – old woman with post infarction ventricular septal rupture and
recent anterolateral STEMI was referred from Lhokseumawe with dyspnea as chief complaint
which had been experienced for seventeen days before admission. At first, she refused a referral
and eventually came with complicating pneumonia. She was admitted to the ICCU without
hemodynamic instability and treated with afterload reduction strategy by using vasodilator. The
CAG revealed a total occlusion in LAD after D2 and 70 – 80% stenosis in LCX after OM1. The
left ventriculography showed VSR (Ø8 mm), L-R shunt. The TTE revealed a ventricular septal
rupture Ø 6 x 12 mm. On the 21st day of the PI – VSR, she underwent a TEE and fluoroscopy
guided transcatheter closure using the ASO Occlutech device No. 18 mm. The TEE showed that
the device was well positioned with minimal central leakage. Shortly after the closure, the cardiac
performance improved, proven by an increase of LVOT VTI from 6.3 cm to 13 cm. The patient
then moved to the ward two days after the procedure. During the follow up, the patient
unfortunately died of Pseudomonas aeruginosa infection four days after the closure despite a
successful procedure and hemodynamic improvement. Conclusion: It is not yet clear which device is the best option for the treatment of a VSR due to
anatomical difference. The P.I. Muscular VSD Occluder was specifically designed for
postinfarction VSD closure. However, when it is not available, other device can become an
alternative. Keyword : PI VSR, Transcatheter Closure Indonesian Journal of
Cardiology Keywords: CHD, bifurcation lesion, PCI Introduction Chest pain is a common complaint in the emergency department that prompts accurate diagnosis
and treatment. Aortic dissection (AD) and non-ST segment elevation acute coronary syndrome
(ACS) are two of the most life-threatening diseases encountered in the emergency department that
presented with chest pain. The failure in differentiating the two might resulted in improper and
potentially harmful treatment. Here we presented a case of patient with acute chest pain diagnosed
with ACS that turned out to be a large aortic root aneurysm with impending rupture. Rupture of Large Aortic Root Aneurysm Presenting as Acute Coronary Syndrome: The
Importance of Triple Rule Out Computed Tomography F.A. Sihotang1, V. Mayangsari2, S. Anjarwani2, N. Kurnianingsih2
1Resident of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya,
Malang, Indonesia
2Department of Cardiology and Vascular Medicine, Saiful Anwar General Hospital, Malang,
Indonesia nt of Cardiology and Vascular Medicine, Saiful Anwar General Hospital, Malang, Dual Stent Strategy in Management of Bifurcation Lesion Kurnianingsih2
1Resident of Cardiology and Vascular Medicine, Faculty of Medicine Universitas Brawijaya,
Malang, Indonesia Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Rupture of Large Aortic Root Aneurysm Presenting as Acute Coronary Syndrome: The
Importance of Triple Rule Out Computed Tomography Dual Stent Strategy in Management of Bifurcation Lesion Dual Stent Strategy in Management of Bifurcation Lesion
C. Kurniawan1, H.W. Rawung1, S.H. Rampengan1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi
University, Manado C. Kurniawan1, H.W. Rawung1, S.H. Rampengan1
1Department of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi
University, Manado C. Kurniawan1, H.W. Rawung1, S.H. Rampengan1
tment of Cardiology and Vascular Medicine, Faculty of Medicine, Sam Ratulangi
University, Manado Background: Complex coronary lesions are frequently found and present with higher
complication rates. Complex lesion include bifurcation lesion, calcified lesion, chronic total
occlusion, left main coronary artery lesion, and ostial lesion. There are many different ways in
managing a bifurcation lesion, and a standard guidance is not yet found. Case illustration: A male patient, 49 years old, was admitted with chief complaint of episodic
chest pain with typical angina quality. Patient had a history of dyslipidemia, hypertension, and was
a heavy smoker. Echocardiography 1 week prior show good left ventricular function. Treadmill
test show positive ischemic response with high risk features. Laboratory examination show slightly
increased LDL (102 mg/dL) and no remarkable increase in cardiac enzyme. ECG show T inversion
in I and aVL. Chest X-ray was within normal limits. Based on history taking, physical examination,
and diagnostic studies, patient was diagnosed with stable angina pectoris Canadian Cardiovascular
Society (CCS) classification II-III, dyslipidemia, and hypertension. During the fourth day of
admission, patient undergo coronary angiography revealing distal discrete stenosis 60% in Left
Main (LM) with bifurcation lesion (medina 1-1-1), diffuse stenosis Left Anterior Descending
(LAD) 90% osteal-proximal, diffuse stenosis Left Circumflex (LCx) 70-80% osteal-proximal, and
normal RCA. Because of stenosis in LAD and LCx >= 50% with diameter >= 2.75 mm, dual stent
strategy was chosen for this patient, in which stenting were done in main and side branches
simultaneously. Patient had 2 stent implanted in LM-LAD and LM-LCx. Angiographic evaluation
reveal TIMI Flow 3, no residual thrombus. Conclusion: Bifurcation lesion is a complex lesion with high complication during PCI procedure. Dual stent strategy is shown to be a safe technique in this case report, with acceptable long-term
prognosis. Keywords: CHD, bifurcation lesion, PCI Keywords: CHD, bifurcation lesion, PCI Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
Rupture of Large Aortic Root Aneurysm Presenting as Acute Coronary Syndrome: The
Importance of Triple Rule Out Computed Tomography
F.A. Sihotang1, V. Mayangsari2, S. Anjarwani2, N. Indonesian Journal of
Cardiology Indonesian Journal of
Cardiology ventricular ejection fraction. A CT-angiography of the aorta was suggestive of impending rupture
of aneurysm. Patient was treated conservatively and was planned for referral to higher centre for
surgical management of the aortic root aneurysm. Unfortunately, on the fifth day of care, an acute
type A aortic dissection that extent superiorly to the carotid and inferiorly to the iliac occurred. Patient went into hypovolemic shock, oliguria and later acute lung oedema of cardiac type
occurred. Breathing was managed with non-invasive ventilation and when the respiratory failure
became severe and patient was planned for invasive ventilation, he went into cardiac arrest with
unsuccessful resuscitation. Discussion In the setting of very high risk NSTEACS, the need of immediate revascularization is of outmost
importance. However, this case demonstrated that aortic aneurysm can be falsely diagnosed as
ACS; with the two are very different in the terms of treatment approach. Triple rule out computed
tomography (TRO-CT) that noninvasively evaluates the coronary circulation, pulmonary arteries
and thoracic aorta within a single scan might be of value in this scenario. Case Illustrations A 45-year old man with risk factors of active smoker and history of alcohol consumption presented
to ER with acute de novo chest pain that occurred while the patient was resting accompanied with
palpitation. At the ER, patient was tachycardic with electrocardiogram demonstrated a narrow
complex tachycardia of 185 bpm suggestive of atrioventricular re-entry tachycardia. Patient was
given electrical cardioversion and returned to sinus rhythm with ST elevation at aVR and ST
depression at I, II, aVF, V4-V6 suggestive of very high risk NSTEACS and WPW pattern
suggestive of right anteroseptal accessory pathway. An invasive strategy was performed that
surprisingly demonstrated a normal coronary angiography. Echocardiography showed an aortic
root aneurysm with moderate to severe aortic regurgitation without intimal flap and reduced left Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537
ventricular ejection fraction. A CT-angiography of the aorta was suggestive of impending rupture
of aneurysm. Patient was treated conservatively and was planned for referral to higher centre for
surgical management of the aortic root aneurysm. Unfortunately, on the fifth day of care, an acute
type A aortic dissection that extent superiorly to the carotid and inferiorly to the iliac occurred. Patient went into hypovolemic shock, oliguria and later acute lung oedema of cardiac type
occurred. Breathing was managed with non-invasive ventilation and when the respiratory failure
became severe and patient was planned for invasive ventilation, he went into cardiac arrest with
unsuccessful resuscitation. Summary Triple rule out computed tomography (TRO-CT) should be considered in cases where the
diagnosis of acute coronary syndrome and aortic dissection cannot be differentiated from clinical
presentation and standard diagnostic tests. Keywords: acute coronary syndrome, aortic dissection, triple rule out CT Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Keyword: Adult Patent Ductus Arteriosus, Eisenmenger Syndrome, Pulmonary Hypertension,
Transthoracic Echocardiography. Echocardiography Found Pulmonary Hypertension, Eisenmenger Syndrome in Adult
Woman with Diminished Signs of Patent Ductus Arteriosus: A Case Report R. Hilman1, Novita1, T. Heriansyah1, M. Muqsith1 1 Department of Cardiology and Vascular Medicine, Medical Faculty, Syiah Kuala University Background: Patent Ductus Arteriosus is common congenital heart disease, commonly
recognized and treated in childhood. However, 2% CHD patients did survive to adulthood
undiagnosed. Prolonged patency of ductus arteriosus will cause pulmonary artery remodelling lead
to pulmonary arterial hypertension and further into Eisenmenger Syndrome. In Eisenmenger
Syndrome murmur, disappeared causing difficulty in diagnosis. Echocardiography can assess
pulmonal hypertension severity, and PDA flow, since PDA closure might beneficial in pulmonary
arterial hypertension setting, while not in Eisenmenger Syndrome. Case Illustration: A 29 years old women came to outpatient clinic with complain shortness of
breath since 10 years ago and gradually worsen, and patient sometimes became cyanotic during
exertion. Patient catch a cold often since her childhood and her symptoms got worsen during cold. The patient was the 7th alive child in her family, her mother experienced natural abortion 3 times. She was born during her mother 7th months of pregnancy. Physical examination found clubbing
finger and no murmur was heard. ECG found incomplete RBBB with right axis deviation. Chest
X-ray found increased vascularization in the central and widened intercostal space. Echocardiographic assessment found PDA bidirectional shunt, dominant right to left shunt with
normal LV systolic and diastolic function, normal RV function and normal cardiac dimension. Pulmonary pressure was calculated by estimating systolic and diastolic pressure gradient with CW
doppler and substracting this value from systemic systolic and diastolic pressure, Pulmonary
pressure was found 117/65 mmHg which suggest severe pulmonary hypertension. Qp:Qs was 0.49
which represent Eisenmenger Syndrome. Conclusion: The presence of PDA was very obscured in this patient, because of the Eisenmenger
syndrome, murmur was no longer heard. Without TTE, we could only notice the presence of
cyanotic heart disease with pulmonary hypertension. Transthoracic echocardiography is reliable
in finding congenital heart defect and its possibility for correction. Keyword: Adult Patent Ductus Arteriosus, Eisenmenger Syndrome, Pulmonary Hypertension,
Transthoracic Echocardiography. Indonesian Journal of
Cardiology
Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian Journal of
Cardiology Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Indonesian J Cardiol 2023:44:suppl_A
pISSN: 2830-3105 / eISSN: 2964-7304
doi: 10.30701/ijc.1537 Undetected Large Patent Ductus Arteriosus from Transthoracic Echo
I.G.B.B Wijaksana1, L.O.S Suastika2, N.L.M.A.W Sari2
I. B.R. Wibhuti2, M.S.Y. Dewangga2 E. Gunawijaya2, N. P.V.K Yantie2
Faculty of Medicine, Udayana University, Bali, Indonesia
Prof. dr. Echocardiography Found Pulmonary Hypertension, Eisenmenger Syndrome in Adult
Woman with Diminished Signs of Patent Ductus Arteriosus: A Case Report I.G.N.G Ngoerah, Bali, Indonesia General Hospital Background: Patent ductus arteriosus (PDA) presents as a persistent communication between the
proximal descending aorta and the roof of the main pulmonary artery. Late presenting large PDA
is a rare finding and could be undetected from initial transthoracic echocardiography (TTE). Case Illustration: We present a 32 y.o women with dyspnea on effort and orthopnea increasing
in the past year. She had history of heart disease since childhood but did not seek medical attention. She had physical examination significant for differential cyanosis. ECG showed SR, RAE, RVH
and T Inversion inferior and anterior leads. Chest X-ray showed cardiomegaly and signs of
pulmonary conus dilatation. TTE showed RV dilatation, Mild MR, Mild TR with high probability
of PH, Global hypokinetic with decreased LV and RV systolic function (EF BP 36.8% TAPSE 16
mm) and small muscular VSD with bidirectional shunt. Our working diagnosis was RHF caused
by PH caused by suspected PDA, but no PDA was visible from initial TTE. Our next diagnostic
approach was heart catheterization due to unavailability of CT scan at the time and to evaluate
hemodynamic and feasibility of defect closure. Aortography revealed a large type A1 PDA with
isthmus of 17 mm. Hemodynamic studies showed high pulmonary vascular resistance (PARI 24
WU.m2) which improved to 9 WU.m2 after acute vasoreactivity testing. PDA closure using ASO
no 24 was successfully performed. Difficulty in PDA visualization from echocardiography could
be explained by high PA pressure and resistance, poor echo view, or anatomic variation. In cases
of conflicting clinical and TTE findings, heart catheterization (aortography) can be considered. Conclusion: TTE evaluation of PDA in late stages of presentation could be difficult. Differential
cyanosis and unexplained signs of PH could be used as a clinical clue. Heart catheterization can
be considered in cases with conflicting clinical and TTE findings Keywords: Patent Ductus Arteriosus, Differential Cyanosis, Transthoracic echo Keywords: Patent Ductus Arteriosus, Differential Cyanosis, Transthoracic echo
Initial TTE showing no PDA from PSAX view meanwhile heart catheterization at LAO 90°,
Cranial 0° showing large PDA Initial TTE showing no PDA from PSAX view meanwhile heart catheterization at LAO 90°,
Cranial 0° showing large PDA
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Degradation of a Novel DNA Damage Response Protein, Tankyrase 1 Binding Protein 1, following Adenovirus Infection
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Journal of virology
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VIRUS-CELL INTERACTIONS Degradation of a Novel DNA Damage Response Protein,
Tankyrase 1 Binding Protein 1, following Adenovirus Infection
Nafiseh Chalabi Hagkarim,a Ellis L. Ryan,a* Philip J. Byrd,a Robert Hollingworth,a Neil J. Shimwell,a Angelo Agathanggelou,a
Manon Vavasseur,a Viktoria Kolbe,b Thomas Speiseder,b Thomas Dobner,b Grant S. Stewart,a Roger J. Granda Degradation of a Novel DNA Damage Response Protein,
Tankyrase 1 Binding Protein 1, following Adenovirus Infection
Nafiseh Chalabi Hagkarim,a Ellis L. Ryan,a* Philip J. Byrd,a Robert Hollingworth,a Neil J. Shimwell,a Angelo Agathanggelou,a
Manon Vavasseur,a Viktoria Kolbe,b Thomas Speiseder,b Thomas Dobner,b Grant S. Stewart,a Roger J. Granda This
is an open-access article distributed under the
terms of the Creative Commons Attribution 4.0
International license. Address correspondence to Grant S. Stewart,
g.s.stewart@bham.ac.uk, or Roger J. Grand,
r.j.a.grand@bham.ac.uk. * Present address: Ellis L. Ryan, Centre for
Mechanochemical Cell Biology, Warwick
Medical School, University of Warwick,
Coventry, United Kingdom. N.C.H. and E.L.R. made equal contributions to
this work. jvi.asm.org
1 Received 23 November 2017 Accepted 9
March 2018 Received 23 November 2017 Accepted 9
March 2018 Received 23 November 2017 Accepted 9
March 2018 Accepted manuscript posted online 28
March 2018 Degradation of a Novel DNA Damage Response Protein,
Tankyrase 1 Binding Protein 1, following Adenovirus Infection
Nafiseh Chalabi Hagkarim,a Ellis L. Ryan,a* Philip J. Byrd,a Robert Hollingworth,a Neil J. Shimwell,a Angelo Agathanggelou,a
Manon Vavasseur,a Viktoria Kolbe,b Thomas Speiseder,b Thomas Dobner,b Grant S. Stewart,a Roger J. Granda aInstitute of Cancer and Genomic Sciences, College of Medicine and Dentistry, University of Birmingham,
Birmingham, United Kingdom bHeinrich Pette Institute, Leibniz Institute for Experimental Virology, Hamburg, Germany ABSTRACT
Infection by most DNA viruses activates a cellular DNA damage re-
sponse (DDR), which may be to the detriment or advantage of the virus. In the
case of adenoviruses, they neutralize antiviral effects of DDR activation by target-
ing a number of proteins for rapid proteasome-mediated degradation. We have
now identified a novel DDR protein, tankyrase 1 binding protein 1 (TNKS1BP1)
(also known as Tab182), which is degraded during infection by adenovirus sero-
type 5 and adenovirus serotype 12. In both cases, degradation requires the ac-
tion of the early region 1B55K (E1B55K) and early region 4 open reading frame 6
(E4orf6) viral proteins and is mediated through the proteasome by the action of
cullin-based cellular E3 ligases. The degradation of Tab182 appears to be sero-
type specific, as the protein remains relatively stable following infection with ad-
enovirus serotypes 4, 7, 9, and 11. We have gone on to confirm that Tab182 is
an integral component of the CNOT complex, which has transcriptional regula-
tory, deadenylation, and E3 ligase activities. The levels of at least 2 other mem-
bers of the complex (CNOT3 and CNOT7) are also reduced during adenovirus in-
fection, whereas the levels of CNOT4 and CNOT1 remain stable. The depletion of
Tab182 with small interfering RNA (siRNA) enhances the expression of early re-
gion 1A proteins (E1As) to a limited extent during adenovirus infection, but the
depletion of CNOT1 is particularly advantageous to the virus and results in a
marked increase in the expression of adenovirus early proteins. In addition, the
depletion of Tab182 and CNOT1 results in a limited increase in the viral DNA
level during infection. We conclude that the cellular CNOT complex is a previ-
ously unidentified major target for adenoviruses during infection. Received 23 November 2017 Accepted 9
March 2018
Accepted manuscript posted online 28
March 2018
Citation Chalabi Hagkarim N, Ryan EL, Byrd PJ,
Hollingworth R, Shimwell NJ, Agathanggelou
A, Vavasseur M, Kolbe V, Speiseder T, Dobner T,
Stewart GS, Grand RJ. 2018. Degradation of a
novel DNA damage response protein,
tankyrase 1 binding protein 1, following
adenovirus infection. J Virol 92:e02034-17. https://doi.org/10.1128/JVI.02034-17. Editor Lawrence Banks, International Centre
for Genetic Engineering and Biotechnology
Copyright © 2018 Chalabi Hagkarim et al. Accepted manuscript posted online 28
March 2018 There are in excess of 70 human
adenovirus types, subdivided into 7 species designated groups A to G; the most
commonly studied are the group C adenovirus serotypes 2 and 5 (Ad2 and Ad5) and
the group A oncogenic Ad12. Adenoviruses have a linear double-stranded DNA ge-
nome that is approximately 35 kbp in length. The first gene to be expressed following
infection is adenovirus early region 1A (AdE1A), which is present in two major forms, a
long form and a short form, translated from 13S and 12S mRNAs, respectively. AdE1A
induces the progression of the host cell into a “pseudo-S phase” through interactions
with a number of cellular proteins, such as the retinoblastoma (Rb) family, CBP/p300,
and components of the cellular transcriptional machinery (2–4). It is considered that this
provides an environment conducive to viral replication. Adenovirus E1A is the major
adenovirus oncogene and has long been known to transform cells in culture in combina-
tion with a cooperating oncogene, such as mutant Ras or adenovirus E1B (3, 5). A
d
b Shortly after initial infection, the host cell initiates a DNA damage response (DDR),
seen as the phosphorylation of a number of well-characterized ataxia telangiectasia
mutated (ATM) and ATM- and Rad3-related (ATR) substrates (6–8). It is presumed that
this may be due to the recognition of the viral genome as broken cellular DNA or
perhaps due to stress caused by infection itself. The virus, in turn, is able to inhibit the
DDR, primarily by the degradation and/or mislocalization of its key components (7–12). The cellular DDR comprises a series of pathways that have evolved to deal with
different forms of DNA damage, such as double-strand breaks (DSBs), single-strand
breaks (SSBs), and the formation of bulky adducts and base mismatches (13–15). The
response to DSBs is based largely on the activities of three kinases, ATM, ATR, and
DNA-dependent protein kinase (DNA-PK). DSBs can be detected by both the MRN
complex (comprising MRE11, Rad50, and NBS1) and the Ku70/80 heterodimer, which
can lead to repair by homologous recombination (HR) and nonhomologous end joining
(NHEJ), respectively. The recognition of DSBs by the MRN complex is followed by the
recruitment of ATM, which is activated by acetylation by Tip60, while the binding of
Ku70/80 results in the autophosphorylation of DNA-PK that is required for NHEJ
(16–18). Accepted manuscript posted online 28
March 2018 Citation Chalabi Hagkarim N, Ryan EL, Byrd PJ,
Hollingworth R, Shimwell NJ, Agathanggelou
A, Vavasseur M, Kolbe V, Speiseder T, Dobner T,
Stewart GS, Grand RJ. 2018. Degradation of a
novel DNA damage response protein,
tankyrase 1 binding protein 1, following
adenovirus infection. J Virol 92:e02034-17. https://doi.org/10.1128/JVI.02034-17. IMPORTANCE Adenoviruses target a number of cellular proteins involved in the
DNA damage response for rapid degradation. We have now shown that Tab182,
which we have confirmed to be an integral component of the mammalian CNOT
complex, is degraded following infection by adenovirus serotypes 5 and 12. This
requires the viral E1B55K and E4orf6 proteins and is mediated by cullin-based E3
ligases and the proteasome. In addition to Tab182, the levels of other CNOT pro-
teins are also reduced during adenovirus infection. Thus, CNOT3 and CNOT7, for
example, are degraded, whereas CNOT4 and CNOT1 are not. The siRNA-mediated
depletion of components of the complex enhances the expression of adenovirus
early proteins and increases the concentration of viral DNA produced during in-
fection. This study highlights a novel protein complex, CNOT, which is targeted
for adenovirus-mediated protein degradation. To our knowledge, this is the first
time that the CNOT complex has been identified as an adenoviral target. Editor Lawrence Banks, International Centre
for Genetic Engineering and Biotechnology
Copyright © 2018 Chalabi Hagkarim et al. This
is an open-access article distributed under the
terms of the Creative Commons Attribution 4.0
International license. Address correspondence to Grant S. Stewart,
g.s.stewart@bham.ac.uk, or Roger J. Grand,
r.j.a.grand@bham.ac.uk. * Present address: Ellis L. Ryan, Centre for
Mechanochemical Cell Biology, Warwick
Medical School, University of Warwick,
Coventry, United Kingdom. * Present address: Ellis L. Ryan, Centre for
Mechanochemical Cell Biology, Warwick
Medical School, University of Warwick,
Coventry, United Kingdom. N.C.H. and E.L.R. made equal contributions to
this work. N.C.H. and E.L.R. made equal contributions to
this work. YWORDS adenovirus E1B55K, Tab182, TNKS1BP1, CNOT complex, CNOT1, KEYWORDS adenovirus E1B55K, Tab182, TNKS1BP1, CNOT complex, CNOT1,
AdE1B55K, adenoviruses KEYWORDS adenovirus E1B55K, Tab182, TNKS1BP1, CNOT complex, CNOT1,
AdE1B55K, adenoviruses Journal of Virology June 2018
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e02034-17 jvi.asm.org Chalabi Hagkarim et al. Journal of Virology A
denoviruses, together with the papillomaviruses and polyomaviruses, are mem-
bers of the small DNA tumor virus family (1). Accepted manuscript posted online 28
March 2018 Histone H2AX and multiple downstream targets are phosphorylated by ATM,
which has the effect of recruiting a large number of components to the lesion to initiate
repair as well as to cause cell cycle arrest so that damaged DNA is not replicated
(13–17). ATR is activated in response to single-stranded DNA (ssDNA), which can arise
as a result of DSB repair and stalled replication forks. Regions of ssDNA are coated with
replication protein A (RPA), which in turn recruits ATR and the ATR-interacting protein
(ATRIP). Further complexes, comprising Rad9-Rad1 and Hus1 (9-1-1) and Rad17-
replication factor C2 (RFC2) clamp loader, together with TOPBP1 are recruited to ssDNA,
RPA, and ATR, leading to cell cycle arrest and repair (17–19). It was originally shown that when cells were infected with an Ad5 mutant lacking
the E4 region, viral genomes were joined end to end to form concatemers that could
not be packaged into viral capsids (20). It was later demonstrated that during infection
with a wild-type (wt) virus, cellular E3 ligases are hijacked by the virus and used to
degrade key cellular DDR proteins; for example, p53 is degraded by both Ad5 and Ad12
and requires the action of the early region 1B55K (E1B55K) and early region 4 open
reading frame 6 (E4orf6) viral proteins (21–23). In the case of Ad5, the viral proteins
recruit an E3 ligase, comprising elongins B and C, Rbx, and cullin 5 (Cul5), which
ubiquitylates p53, and this is then degraded by the proteasome (9). Similarly, Ad12 also
facilitates the degradation of p53 but through a cullin 2-based E3 ligase (12). Other DDR
proteins degraded during Ad5 and Ad12 infection include MRE11, DNA ligase IV, and
Bloom syndrome RecQ-like helicase (BLM) (10, 11, 24). In addition to DDR components,
a number of other unrelated proteins are also degraded during Ad5 infection. These
substrates include DAXX, integrin 3, and TIF1 (25–27). During infection, adenoviruses
also cause the translocation of proteins associated with the DDR. For example, ATR,
ATRIP, Rad17, 53BP1, BRCA1, TOPBPI, RPA, and hnRNPUL-1 have all been observed at
sites of viral replication in the nucleus, known as viral replication centers (VRCs) (6, 8, jvi.asm.org
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e02034-17 Adenoviruses Target Tab182 for Degradation Journal of Virology 28). In addition, it is notable that certain DDR proteins, such as p53 and MRE11, are
translocated to aggresomes, where they may be degraded (29–31). Accepted manuscript posted online 28
March 2018 Tab182 (also known as tankyrase 1 binding protein 1 [TNKS1BP1]) was previously
shown to be an ATM and/or ATR substrate that is highly phosphorylated following
exposure to ionizing radiation (IR) and to bind to tankyrase 1 (32, 33). It appears to be
required for efficient DSB repair and facilitates the poly(ADP-ribose) polymerase 1
(PARP1)-dependent autophosphorylation of DNA-PK, although its precise role is not
clear at present (34, 35; our unpublished data). In addition, Tab182 has a role in the
regulation of the actin cytoskeleton (36). Tab182 was previously suggested to be a
component of the mammalian CNOT complex, although its role in this context is
unknown. The CNOT complex is a multiprotein complex that is highly conserved in
eukaryotes (37–39). In humans, the CNOT complex is composed of the components
CNOT1 to CNOT11 (CNOT9 and CNOT11 have the alternative nomenclature RQCD and
C2orf29, respectively) (40, 41). In yeast, with which most studies of CCR4-NOT have
been performed, there are 9 core subunits, Cer4, Caf1, Caf40, Caf130, and NOT1 to
NOT5, although no Tab182 ortholog has been identified (38, 42, 43). The human CNOT
complex consists of a stable inner complex (CNOT1, CNOT2, CNOT3, CNOT9, and
CNOT10), with CNOT6, its homolog CNOT6L, CNOT7, and CNOT8 being less strongly
associated. CNOT4 seems to be weakly associated, whereas Tab182 and C2orf29
(CNOT11) are more strongly bound (40, 44, 45). Many different enzymatic activities have
been attributed to the CCR4-NOT complex in yeast and CNOT in mammals. It is
considered to be a major deadenylase that is responsible, with Pan2-Pan3, for the
shortening of the poly(A) tails of cytoplasmic RNAs (38, 46, 47). The components CNOT7
and CNOT8, together with CNOT6 and CNOT6L, are deadenylase subunits. Further
components of the complex have E3 ligase, translational repression, RNA export, and
nuclear surveillance activities (38, 48–50). CNOT4 is the E3 ubiquitin ligase but seems to
interact only weakly with the remainder of the complex (40). CNOT1 forms a scaffold on
which the CNOT and deadenylase modules are formed (41, 51, 52). The central region
of CNOT1 interacts with the deadenylase subunits, with CNOT7 forming a bridge
between CNOT1 and CNOT6L (39). The C-terminal region of CNOT1 binds to the
remainder of the NOT module, which comprises CNOT2 and CNOT3. A number of studies have implicated the CCR4-NOT complex in the DDR in yeast. Accepted manuscript posted online 28
March 2018 In
the majority of those studies, sensitivity assays were performed by using yeast strains
that had mutations of various CCR4-NOT components. For example, the loss of CCR4
and Caf1 renders the yeast sensitive to IR, hydroxyurea (HU), and camptothecin, an
inhibitor of DNA topoisomerase I (53–55). Similarly, NOT1 to NOT5 mutant yeast strains
have been shown to be sensitive to HU (53). These data suggest that the CCR4-NOT
complex is involved in the response to a number of forms of DNA damage and
replication stress, although the mechanisms involved remain unclear. Here we demonstrate that Tab182 is degraded during Ad5 and Ad12 infection in an
E1B55K- and E4orf6-dependent manner. We have confirmed that Tab182 is a compo-
nent of the CNOT complex and that the levels of at least two other components of the
complex are similarly reduced during adenovirus infection. Significantly, the depletion
of Tab182 or the disruption of the CNOT complex enhances the expression of adeno-
virus E1A at the transcriptional level early in infection. RESULTS Tab182 is degraded during adenovirus infection. It was previously suggested
that Tab182 may have a role in the DDR based on the observation that the protein has
multiple potential ATM/ATR phosphorylation sites (SQ/TQ) and is phosphorylated
following exposure to IR (33) as well as its recently proposed role in DSB repair (34, 35). In a screen to detect novel DDR components targeted by adenoviruses, the effect of
viral infection on Tab182 was examined. It can be seen that during both Ad5 and Ad12
infection of HeLa cells, Tab182 levels decline rapidly after 24 h (Fig. 1A and B). It is
particularly notable that the levels of Tab182 increase in the initial stages of infection
by both serotypes (Fig. 1; see also succeeding figures). This appears to be a cell cycle jvi.asm.org
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e02034-17 Journal of Virology Chalabi Hagkarim et al. FIG 1 Degradation of Tab182 following infection with adenovirus serotype 5 or adenovirus serotype 12 is dependent on the
adenovirus E1B55K protein. (A and B) HeLa cells were infected with adenovirus serotype 5 (A) or serotype 12 (B) at 5 PFU/cell. (C and D) HeLa cells were also infected with the adenovirus serotype 5 E1B55K-negative virus Ad5dl1520 (C) and the
adenovirus serotype 12 E1B55K-negative virus Ad12dl620 (D) at 10 PFU/cell. Cells were then harvested at various time points
(0, 8, 24, 48, 72, and 96 h) postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated
antibodies. FIG 1 Degradation of Tab182 following infection with adenovirus serotype 5 or adenovirus serotype 12 is dependent on the
adenovirus E1B55K protein. (A and B) HeLa cells were infected with adenovirus serotype 5 (A) or serotype 12 (B) at 5 PFU/cell. (C and D) HeLa cells were also infected with the adenovirus serotype 5 E1B55K-negative virus Ad5dl1520 (C) and the
adenovirus serotype 12 E1B55K-negative virus Ad12dl620 (D) at 10 PFU/cell. Cells were then harvested at various time points
(0, 8, 24, 48, 72, and 96 h) postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated
antibodies. effect, since in nocodazole “shake-off” experiments, the Tab182 expression level is
highest during S phase and mitosis and is reduced in the G1 phase of the cell cycle (data
not shown). Reverse transcriptase PCR (RT-PCR) analysis demonstrated that increased
protein expression coincides with increased Tab182 mRNA levels (data not shown). June 2018
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e02034-17 RESULTS Tab182 degradation requires the E1B55K and E4orf6 viral proteins. Multiple
previous studies have demonstrated the roles of adenovirus E1B55K (AdE1B55K) and
AdE4orf6 in targeting cellular proteins for degradation (6–12). To determine whether
these components are involved in the observed reduction in the level of Tab182,
infection with a panel of mutant viruses was carried out. Infection with the Ad5
(Ad5dl1520) and Ad12 (Ad12dl620) EIB55K-negative viruses had no effect on the level
of Tab182 (Fig. 1C and D), indicating a requirement for the larger AdE1B protein for
degradation. Following infection with various Ad5E4-negative viruses, there was no reduction in
the Tab182 level when the E4orf6 protein was not expressed, as in H5pm4154 and
H5pm4155 (Fig. 2A and B). Viruses that fail to express other E4 proteins degrade Tab182
in a manner comparable to that of the wild type (Fig. 2). Thus, H5in351 (E4orf1 negative
[E4orf1]), H5in352 (E4orf2), H5pm4166 (E4orf4), and H5pm4150 (E4orf3) are all
able to cause the rapid degradation of Tab182 (Fig. 2). The H5dl356 virus, which is
E4orf7 negative, appears to express E4orf6 at much lower levels than expected, which
probably explains why the levels of Tab182 and MRE11 are reduced only very margin- jvi.asm.org
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e02034-17 Adenoviruses Target Tab182 for Degradation Journal of Virology FIG 2 Degradation of Tab182 following infection with adenovirus serotype 5 is dependent on the adenovirus E4orf6 protein. HeLa cells were infected with the
Ad5 E4 mutants H5in351 (E4orf1) (A), H5pm4154 (E4orf6) (A), H5pm4155 (E4orf3 E4orf6) (B), H5pm4166 (E4orf4) (B), H5dl356 (E4orf6 E4orf7) (C),
H5in352 (E4orf2) (C), and H5pm4150 (E4orf3) (D) at 10 PFU/cell. Cells were then harvested at various time points (0, 8, 24, 48, 72, and 96 h) postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated antibodies. FIG 2 Degradation of Tab182 following infection with adenovirus serotype 5 is dependent on the adenovirus E4orf6 protein. HeLa cells were infected with the
Ad5 E4 mutants H5in351 (E4orf1) (A), H5pm4154 (E4orf6) (A), H5pm4155 (E4orf3 E4orf6) (B), H5pm4166 (E4orf4) (B), H5dl356 (E4orf6 E4orf7) (C),
H5in352 (E4orf2) (C), and H5pm4150 (E4orf3) (D) at 10 PFU/cell. Cells were then harvested at various time points (0, 8, 24, 48, 72, and 96 h) postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated antibodies. ally (Fig. 2C). RESULTS HeLa cells were infected with
Ad5 or Ad12 at 5 PFU/cell. Cells were harvested at various time points (0, 8, 24, 48, 72, and 96 h)
postinfection. Cellular RNA was extracted from Ad5 (A)- and Ad12 (B)-infected cells, and first-strand cDNA
synthesis was carried out. RT-PCRs were performed by using Tab182-specific primers and real-time
PowerUp SYBR green master mix. To determine the relative Tab182 gene expression level, calculated
Tab182 CT values were normalized to CT values of GAPDH amplified from the same sample [ΔCT CT
(Tab182) CT (GAPDH)], and the 2ΔΔCT method was used to calculate relative expression levels. Each
experiment was performed in triplicate. Western blots of Ad5- and Ad12-infected HeLa cells were
performed to confirm Tab182 degradation (data not shown). FIG 3 Tab182 gene expression is enhanced in adenovirus-infected cells. HeLa cells were infected with
Ad5 or Ad12 at 5 PFU/cell. Cells were harvested at various time points (0, 8, 24, 48, 72, and 96 h)
postinfection. Cellular RNA was extracted from Ad5 (A)- and Ad12 (B)-infected cells, and first-strand cDNA
synthesis was carried out. RT-PCRs were performed by using Tab182-specific primers and real-time
PowerUp SYBR green master mix. To determine the relative Tab182 gene expression level, calculated
Tab182 CT values were normalized to CT values of GAPDH amplified from the same sample [ΔCT CT
(Tab182) CT (GAPDH)], and the 2ΔΔCT method was used to calculate relative expression levels. Each
experiment was performed in triplicate. Western blots of Ad5- and Ad12-infected HeLa cells were
performed to confirm Tab182 degradation (data not shown). to Ad5 and Ad12, infection of HeLa cells with Ad9 and Ad11 had no effect on Tab182
expression except at very late times, when host cell shutoff could be a contributory
factor (Fig. 5B and C). Following Ad4 and Ad7 infection, there is a reduction in Tab182
levels at later times, and this is more pronounced than the effects seen with Ad9 and
Ad11 but much less marked than the degradation after Ad5 and Ad12 infection (Fig. 5B
and C). The effects of the viruses on Tab182 levels closely mirror those on MRE11 and,
in the case of Ad4, on p53 (Fig. 5). RESULTS H5pm4155, which is E4orf3 and E4orf6 negative, expresses somewhat
reduced levels of E1B55K compared to those of the other viruses shown here (Fig. 2C). The reasons for this are not apparent. Overall, we conclude that the degradation of
Tab182 requires, in Ad5 at least, E1B55K and E4orf6. Significantly, in all Western blots
shown in Fig. 1 and 2 (see also Fig. 5A), the degradation of Tab182 occurs somewhat
later than the degradation of MRE11 but at times similar to those for p53 degradation
(data not shown). In addition, to confirm that the reduction in Tab182 levels is not due to a reduction
in mRNA levels, RT-PCR was carried out on Ad5- and Ad12-infected cells (Fig. 3). This
clearly shows that Tab182 mRNA levels are equivalent to, or higher than, those in
uninfected cells up to about 72 h postinfection, in contrast to the sharp reduction in
Tab182 protein levels after 24 h (compare Fig. 1 and 3). We conclude that the loss of
the Tab182 protein is due to active protein degradation and not host cell shutoff, which
may occur after 72 h (Fig. 3A and B). To demonstrate that the E1B55K and E4orf6 proteins are solely responsible for the
degradation of Tab182, plasmids encoding the two Ad5 and Ad12 proteins were
transfected into HeLa cells. Cells were harvested after 48 h, and lysates were subjected
to Western blotting for Tab182, MRE11, and the viral proteins (Fig. 4). E4orf6 proteins
were tagged with hemagglutinin (HA) and detected with an anti-HA antibody. It can be
seen that Tab182 and MRE11 were degraded in the presence of both the Ad5 and Ad12
E1B55K and E4orf6 proteins. These data confirm that similar viral proteins are required
for both Ad5- and Ad12-mediated degradation of Tab182. When the viral proteins were
expressed singly, there was little reduction in Tab182 or MRE11 levels, confirming that
both E1B55K and E4orf6 are required for degradation (Fig. 4). Degradation of Tab182 is limited to certain virus serotypes. To determine how
widespread the degradation of Tab182 is among other adenovirus serotypes, the levels
of Tab182 were monitored by Western blotting following infection of HeLa cells with
Ad4 (group E), Ad7 (group B1), Ad9 (group D), and Ad11 (group B2) (Fig. 5). In contrast jvi.asm.org
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e02034-17 Journal of Virology Chalabi Hagkarim et al. FIG 3 Tab182 gene expression is enhanced in adenovirus-infected cells. RESULTS It is now well established that NEDDylation is
required for the activation of the cullin components of the E3 ligases during adenovirus
infection (9). In the presence of the inhibitor, the degradation of Tab182 was appre-
ciably reduced, as was that of p53, although it is interesting to note that the stabili-
zation of MRE11 was appreciably less than was that of p53; this apparent difference
may be due to the upregulation of p53 expression due to AdE1A (Fig. 7A and B). The
active NEDDylated component of cullin 2 can be seen as a slower-migrating protein in
the Western blots shown in Fig. 7A and B. This is markedly reduced in the MLN4924-
treated samples. We conclude that active (NEDDylated) cullins are required for Tab182
degradation during adenovirus infection. by the proteasome, cells were treated with bortezomib, a well-characterized protea-
some inhibitor, or dimethyl sulfoxide (DMSO) (as a negative control) and harvested after
48 h. In the presence of bortezomib, the degradation of Tab182 and MRE11 following
viral infection was reduced but not completely inhibited; in the absence of the
proteasome inhibitor (DMSO), the proteins were degraded in the presence of the
viruses (Fig. 6). In a second experiment, it was shown that the inhibition of modification
with NEDD8 (NEDDylation) (with MLN4924) also results in the stabilization of Tab182
following Ad5 and Ad12 infection. It is now well established that NEDDylation is
required for the activation of the cullin components of the E3 ligases during adenovirus
infection (9). In the presence of the inhibitor, the degradation of Tab182 was appre-
ciably reduced, as was that of p53, although it is interesting to note that the stabili-
zation of MRE11 was appreciably less than was that of p53; this apparent difference
may be due to the upregulation of p53 expression due to AdE1A (Fig. 7A and B). The
active NEDDylated component of cullin 2 can be seen as a slower-migrating protein in
the Western blots shown in Fig. 7A and B. This is markedly reduced in the MLN4924-
treated samples. We conclude that active (NEDDylated) cullins are required for Tab182
degradation during adenovirus infection. Different adenovirus serotypes do not all make use of the same cullin components
to degrade cellular proteins. Previously, it was shown that protein degradation follow-
ing Ad5 infection utilizes a cullin 5-based E3 ligase, whereas Ad12 hijacks a cullin
2-based E3 ligase (9, 12). RESULTS (Ad7, Ad9, and Ad11 all markedly induce the
expression of p53, as was reported previously [28 and 56].) We previously reported that
Ad4 facilitates the rapid degradation of various DDR proteins (28) although perhaps to
a lesser extent than Ad5 and Ad12. However, it appears to have only a relatively slight
effect on Tab182 (Fig. 5B). While there is a limited reduction in protein levels, it seems
likely that the group B1, B2, D, and E viruses do not cause a significant degradation of
Tab182. Degradation of Tab182 requires the proteasome and E3 ligases. A number of
approaches were adopted to investigate the mechanism by which target proteins are
degraded during Ad5 and Ad12 infection. Initially, to confirm that Tab182 is degraded jvi.asm.org
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e02034-17 Journal of Virology Adenoviruses Target Tab182 for Degradation FIG 4 Degradation of Tab182 during adenovirus serotype 5 and 12 infection is dependent on the
adenovirus E1B55K and E4orf6 proteins. Two micrograms of plasmid DNA, as shown, was transfected into
HeLa cells, and 48 h later, cells were harvested and subjected to SDS-PAGE and Western blotting using
the indicated antibodies. The Ad5E4orf6 and Ad12E4orf6 proteins were detected with an antibody that
recognized the HA tag. GAPDH is included as a loading control. FIG 4 Degradation of Tab182 during adenovirus serotype 5 and 12 infection is dependent on the
adenovirus E1B55K and E4orf6 proteins. Two micrograms of plasmid DNA, as shown, was transfected into
HeLa cells, and 48 h later, cells were harvested and subjected to SDS-PAGE and Western blotting using
the indicated antibodies. The Ad5E4orf6 and Ad12E4orf6 proteins were detected with an antibody that
recognized the HA tag. GAPDH is included as a loading control. by the proteasome, cells were treated with bortezomib, a well-characterized protea-
some inhibitor, or dimethyl sulfoxide (DMSO) (as a negative control) and harvested after
48 h. In the presence of bortezomib, the degradation of Tab182 and MRE11 following
viral infection was reduced but not completely inhibited; in the absence of the
proteasome inhibitor (DMSO), the proteins were degraded in the presence of the
viruses (Fig. 6). In a second experiment, it was shown that the inhibition of modification
with NEDD8 (NEDDylation) (with MLN4924) also results in the stabilization of Tab182
following Ad5 and Ad12 infection. RESULTS To examine whether this difference extends to the degrada-
tion of Tab182, H1299 cells in which Cul2 or Cul5 expression had been ablated were
infected with Ad5 and Ad12, and levels of Tab182 were monitored (Fig. 7C to E). In the
Cul2-negative cells, Tab182 is more stable following Ad12 infection than in the control
cell line, indicating that Cul2 is required for the degradation of Tab182 by this serotype
(Fig. 7C and D). In contrast, in the Cul5-negative cells, Tab182 levels are comparable to
those in cells following Ad12 infection, indicating that this cullin component is dis-
pensable for Tab182 degradation (Fig. 7C and E). However, more subtle differences
were observed in the degradation of Tab182 after Ad5 infection in Cul2-negative and
Cul5-negative cells (Fig. 7D and E). During Ad5 infection, the loss of either cullin may
result in some stabilization of Tab182 compared to control H1299 cells but does not
clearly abrogate its degradation (Fig. 7C to E). As expected, MRE11 is stabilized in
Cul5-negative cells but not in Cul2-negative cells after Ad5 infection. This suggests the
possible involvement of Cul2, and/or perhaps an unidentified cullin, in Ad5-mediated
Tab182 degradation. Further work will be required to determine if other proteins beside
cullins 2 and 5 are involved in protein degradation by Ad5. jvi.asm.org
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e02034-17 Journal of Virology Chalabi Hagkarim et al. FIG 5 Tab182 levels following infection by group B, D, and E adenoviruses. HeLa cells were infected with Ad5
(group C) and Ad12 (group A) (A), Ad4 (group E) and Ad9 (group D) (B), and Ad11 (group B2) and Ad7 (group
B1) (C) at 5 PFU/cell. Cells were harvested at 8, 24, 48, 72, 96, and 120 h postinfection. Cell lysates were subjected
to SDS-PAGE and Western blotting using antibodies against Tab182, MRE11, p53, and -actin. Hexon expression
was confirmed, as a marker of viral infection, by Ponceau S staining of Western blots for total protein. FIG 5 Tab182 levels following infection by group B, D, and E adenoviruses. HeLa cells were infected with Ad5
(group C) and Ad12 (group A) (A), Ad4 (group E) and Ad9 (group D) (B), and Ad11 (group B2) and Ad7 (group
B1) (C) at 5 PFU/cell. Cells were harvested at 8, 24, 48, 72, 96, and 120 h postinfection. June 2018
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e02034-17 RESULTS Cells were
treated with 0.5 M bortezomib or the DMSO control and harvested after 48 h. Cell lysates were
subjected to SDS-PAGE and Western blotting using the indicated antibodies. FIG 6 Downregulation of Tab182 protein levels during Ad5 and Ad12 infection can be rescued by the
proteasomal inhibitor bortezomib. HeLa cells were infected with Ad5 or Ad12 at 5 PFU/cell. Cells were
treated with 0.5 M bortezomib or the DMSO control and harvested after 48 h. Cell lysates were
subjected to SDS-PAGE and Western blotting using the indicated antibodies. were extracted prior to antibody staining; again, no colocalization of GFP-Tab182 with
VRCs was observed (Fig. 8B). Tab182 associates with AdE1B55K proteins. As the adenovirus-mediated degra-
dation of Tab182 is AdE1B55K dependent, we investigated whether the two proteins FIG 7 Degradation of Tab182 during Ad5 and Ad12 infection is dependent on cul
Cells were treated with the Nedd8 inhibitor MLN4924 (4 M) 1 h before infecti
various time points (0, 8, 24, 48, 72, and 96 h) postinfection. (A and B) Cell lysates w
antibodies. (C to E) H1299 cells (C) or H1299 cells with an ablation of Cul2 (D) or Cu
at 0, 8, 24, 48, 72, and 96 h postinfection. Cell lysates were subjected to SDS-PA FIG 7 Degradation of Tab182 during Ad5 and Ad12 infection is dependent on cullin function. HeLa cells were infected with Ad5 and Ad12 at 5 PFU/cell. Cells were treated with the Nedd8 inhibitor MLN4924 (4 M) 1 h before infection and retreated immediately postinfection. Cells were harvested at
various time points (0, 8, 24, 48, 72, and 96 h) postinfection. (A and B) Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated
antibodies. (C to E) H1299 cells (C) or H1299 cells with an ablation of Cul2 (D) or Cul5 (E) expression were infected with either Ad5 or Ad12 and harvested
at 0, 8, 24, 48, 72, and 96 h postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting with the antibodies shown. FIG 7 Degradation of Tab182 during Ad5 and Ad12 infection is dependent on cullin function. HeLa cells were infected with Ad5 and Ad12 at 5 PFU/cell. Cells were treated with the Nedd8 inhibitor MLN4924 (4 M) 1 h before infection and retreated immediately postinfection. Cells were harvested at
various time points (0, 8, 24, 48, 72, and 96 h) postinfection. RESULTS Cell lysates were subjected
to SDS-PAGE and Western blotting using antibodies against Tab182, MRE11, p53, and -actin. Hexon expression
was confirmed, as a marker of viral infection, by Ponceau S staining of Western blots for total protein. FIG 5 Tab182 levels following infection by group B, D, and E adenoviruses. HeLa cells were infected with Ad5
(group C) and Ad12 (group A) (A), Ad4 (group E) and Ad9 (group D) (B), and Ad11 (group B2) and Ad7 (group
B1) (C) at 5 PFU/cell. Cells were harvested at 8, 24, 48, 72, 96, and 120 h postinfection. Cell lysates were subjected
to SDS-PAGE and Western blotting using antibodies against Tab182, MRE11, p53, and -actin. Hexon expression
was confirmed, as a marker of viral infection, by Ponceau S staining of Western blots for total protein. Tab182 does not localize to viral replication centers. It was previously shown
that a number of DDR proteins localize to the sites of adenovirus replication in the
nucleus, known as VRCs (6, 8). To examine if this applies to Tab182, HeLa cells were
transfected with green fluorescent protein-tagged Tab182 (GFP-Tab182) and left for
24 h. The cells were then seeded onto glass coverslips and infected with Ad5 or Ad12. After a further 24 h, cells were fixed and stained with antibodies that recognize VRCs
(Fig. 8). In the case of Ad5, VRCs were visualized by using an antibody against the viral
DNA binding protein (DBP), while RPA32 was used as a surrogate marker for Ad12 VRCs. No specific recruitment of Tab182 to viral replication centers was observed following
infection with either adenovirus serotype (Fig. 8A). As the expression level of GFP-
Tab182 was higher than that of the wt protein, in a further experiment, soluble proteins jvi.asm.org
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e02034-17 Journal of Virology Adenoviruses Target Tab182 for Degradation FIG 6 Downregulation of Tab182 protein levels during Ad5 and Ad12 infection can be rescued by the
proteasomal inhibitor bortezomib. HeLa cells were infected with Ad5 or Ad12 at 5 PFU/cell. Cells were
treated with 0.5 M bortezomib or the DMSO control and harvested after 48 h. Cell lysates were
subjected to SDS-PAGE and Western blotting using the indicated antibodies. FIG 6 Downregulation of Tab182 protein levels during Ad5 and Ad12 infection can be rescued by the
proteasomal inhibitor bortezomib. HeLa cells were infected with Ad5 or Ad12 at 5 PFU/cell. June 2018
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e02034-17 RESULTS (A and B) Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated
antibodies. (C to E) H1299 cells (C) or H1299 cells with an ablation of Cul2 (D) or Cul5 (E) expression were infected with either Ad5 or Ad12 and harvested
at 0, 8, 24, 48, 72, and 96 h postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting with the antibodies shown. June 2018
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e02034-17 jvi.asm.org
9 Journal of Virology Chalabi Hagkarim et al. FIG 8 Tab182 does not localize to viral replication centers during adenovirus infection. GFP-Tab182 was transfected
into HeLa cells, and 24 h later, cells were infected with Ad5 or Ad12. (A) Thirty hours later, cells were fixed,
extracted, and probed with the appropriate antibodies. (B) Thirty hours after infection, cells were preextracted as
described in Materials and Methods before fixing and then staining with antibodies. In both panels A and B,
Ad5-infected cells were probed with DBP antibody, while Ad12-infected cells were probed with RPA32 antibody. Nuclear DNA is stained with DAPI. FIG 8 Tab182 does not localize to viral replication centers during adenovirus infection. GFP-Tab182 was transfected
into HeLa cells, and 24 h later, cells were infected with Ad5 or Ad12. (A) Thirty hours later, cells were fixed,
extracted, and probed with the appropriate antibodies. (B) Thirty hours after infection, cells were preextracted as
described in Materials and Methods before fixing and then staining with antibodies. In both panels A and B,
Ad5-infected cells were probed with DBP antibody, while Ad12-infected cells were probed with RPA32 antibody. Nuclear DNA is stained with DAPI. FIG 8 Tab182 does not localize to viral replication centers during adenovirus infection. GFP-Tab182 was transfected
into HeLa cells, and 24 h later, cells were infected with Ad5 or Ad12. (A) Thirty hours later, cells were fixed,
extracted, and probed with the appropriate antibodies. (B) Thirty hours after infection, cells were preextracted as
described in Materials and Methods before fixing and then staining with antibodies. In both panels A and B,
Ad5-infected cells were probed with DBP antibody, while Ad12-infected cells were probed with RPA32 antibody. Nuclear DNA is stained with DAPI. were associated, as is the case, for example, with Ad5E1B55K and p53 (57). To examine
this possibility, glutathione S-transferase (GST) pulldown assays were initially carried
out with purified GST-Tab182 (C-terminal region) and whole-cell lysates from E1B55K-
expressing Ad12E1HER2 and Ad5E1HEK293 cells. RESULTS In both cases, the E1B55K protein was
identified as a binding partner (Fig. 9A and B). As well as GST, GST-PRMT1 was included
as an irrelevant (negative) control, as it has a molecular weight comparable to that of
the Tab182 polypeptide. No binding of GST or GST-PRMT1 to E1B55K proteins was seen. In further experiments, using the same cell lines, E1B55K proteins were coimmunopre-
cipitated by using an antibody against Tab182 (Fig. 9C and D). No coimmunoprecipi-
tation was seen by using an irrelevant antibody against collagen IV. In a further
experiment, Ad5E1HEK293 cells and Ad12E1HER2 cells were transfected with a con-
struct encoding GFP-Tab182. The lysates were immunoprecipitated with antibodies
against AdE1B55K proteins, and coprecipitated Tab182 was detected by Western jvi.asm.org
10 June 2018
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e02034-17 Journal of Virology Adenoviruses Target Tab182 for Degradation FIG 9 Adenovirus early region E1B55K interacts with Tab182 in vitro and in vivo. (A and B) Ad12E1HER2 (A) and
Ad5E1HEK293 (B) cell lysates containing 500 g total protein were incubated with 5 g either GST-Tab182 or
GST-PRMT1 or with GST alone. Protein complexes were captured by glutathione-agarose beads and subjected to
SDS-PAGE and Western blotting (WB) with the antibodies indicated. (C and D) Ad5E1HEK293 (C) and Ad12E1HER2
(D) cell lysates (500 g total protein) were incubated with antibodies against Tab182 and collagen IV together with
IgG (nonspecific binding controls). Immunocomplexes were isolated by using protein G-agarose beads and
subsequently resolved by SDS-PAGE and Western blotting using antibodies against Ad5E1B55K/Ad12E1B55K
proteins. IP, immunoprecipitation. (E) GFP-Tab182 was transfected into Ad5E1HEK293 and Ad12E1HER2 cell lines,
which were harvested after 48 h. Cell lysates (500 g total protein) were incubated with Ad5E1B55K and
Ad12E1B55K antibodies together with IgG. Western blotting was performed with an antibody against Tab182. (F)
HeLa cells were transfected with pcDNA3 or pcDNA3 constructs expressing HA-tagged Ad9E1B55K or Ad16E1B55K. After 48 h, lysates (500 g total protein) were immunoprecipitated with an antibody against Tab182 or rabbit IgG. Western blotting was performed with an antibody against HA. (G) Overexposed version of a portion of the Western
blot shown in panel F. (H) Ad5E1HEK293 cells were transfected with pcDNA3 or pcDNA3 constructs expressing
HA-tagged Ad9E1B55K or Ad16E1B55K. After 48 h, lysates (500 g total protein) were immunoprecipitated with an
antibody against HA or mouse IgG. Western blotting was performed with an antibody against p53. RESULTS (J and K) Ad5E1HEK293 (J) and
Ad12E1HER2 (K) cell lysates (500 g total protein) were incubated with antibodies against CNOT1 and collagen IV
together with IgG. Western blotting was performed with antibodies against Ad5E1B55K and Ad12E1B55K proteins. In all cases, the whole-cell lysates contained 15 g of protein. Although only limited areas of the Western blots are
shown, no additional bands were seen in the original autoradiographs. FIG 9 Adenovirus early region E1B55K interacts with Tab182 in vitro and in vivo. (A and B) Ad12E1HER2 (A) and
Ad5E1HEK293 (B) cell lysates containing 500 g total protein were incubated with 5 g either GST-Tab182 or
GST-PRMT1 or with GST alone. Protein complexes were captured by glutathione-agarose beads and subjected to
SDS-PAGE and Western blotting (WB) with the antibodies indicated. (C and D) Ad5E1HEK293 (C) and Ad12E1HER2
(D) cell lysates (500 g total protein) were incubated with antibodies against Tab182 and collagen IV together with
IgG (nonspecific binding controls). Immunocomplexes were isolated by using protein G-agarose beads and
subsequently resolved by SDS-PAGE and Western blotting using antibodies against Ad5E1B55K/Ad12E1B55K
proteins. IP, immunoprecipitation. (E) GFP-Tab182 was transfected into Ad5E1HEK293 and Ad12E1HER2 cell lines,
which were harvested after 48 h. Cell lysates (500 g total protein) were incubated with Ad5E1B55K and
Ad12E1B55K antibodies together with IgG. Western blotting was performed with an antibody against Tab182. (F)
HeLa cells were transfected with pcDNA3 or pcDNA3 constructs expressing HA-tagged Ad9E1B55K or Ad16E1B55K. After 48 h, lysates (500 g total protein) were immunoprecipitated with an antibody against Tab182 or rabbit IgG. Western blotting was performed with an antibody against HA. (G) Overexposed version of a portion of the Western
blot shown in panel F. (H) Ad5E1HEK293 cells were transfected with pcDNA3 or pcDNA3 constructs expressing
HA-tagged Ad9E1B55K or Ad16E1B55K. After 48 h, lysates (500 g total protein) were immunoprecipitated with an
antibody against HA or mouse IgG. Western blotting was performed with an antibody against p53. (I) HEK293FT
cell lysates (500 g protein) were incubated with antibodies against Tab182, collagen IV, or the IgG control. Western blotting was performed with an antibody against SV40T antigen. (J and K) Ad5E1HEK293 (J) and
Ad12E1HER2 (K) cell lysates (500 g total protein) were incubated with antibodies against CNOT1 and collagen IV
together with IgG. Western blotting was performed with antibodies against Ad5E1B55K and Ad12E1B55K proteins. In all cases, the whole-cell lysates contained 15 g of protein. June 2018
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cell lysates (500 g protein) were incubated with antibodies against Tab182, collagen IV, or the IgG control. Western blotting was performed with an antibody against SV40T antigen. (J and K) Ad5E1HEK293 (J) and
Ad12E1HER2 (K) cell lysates (500 g total protein) were incubated with antibodies against CNOT1 and collagen IV
together with IgG. Western blotting was performed with antibodies against Ad5E1B55K and Ad12E1B55K proteins. In all cases, the whole-cell lysates contained 15 g of protein. Although only limited areas of the Western blots are
shown, no additional bands were seen in the original autoradiographs. FIG 9 Adenovirus early region E1B55K interacts with Tab182 in vitro and in vivo. (A and B) Ad12E1HER2 (A) and
Ad5E1HEK293 (B) cell lysates containing 500 g total protein were incubated with 5 g either GST-Tab182 or
GST-PRMT1 or with GST alone. Protein complexes were captured by glutathione-agarose beads and subjected to
SDS-PAGE and Western blotting (WB) with the antibodies indicated. (C and D) Ad5E1HEK293 (C) and Ad12E1HER2
(D) cell lysates (500 g total protein) were incubated with antibodies against Tab182 and collagen IV together with
IgG (nonspecific binding controls). Immunocomplexes were isolated by using protein G-agarose beads and
subsequently resolved by SDS-PAGE and Western blotting using antibodies against Ad5E1B55K/Ad12E1B55K
proteins. IP, immunoprecipitation. (E) GFP-Tab182 was transfected into Ad5E1HEK293 and Ad12E1HER2 cell lines,
which were harvested after 48 h. Cell lysates (500 g total protein) were incubated with Ad5E1B55K and
Ad12E1B55K antibodies together with IgG. Western blotting was performed with an antibody against Tab182. (F)
HeLa cells were transfected with pcDNA3 or pcDNA3 constructs expressing HA-tagged Ad9E1B55K or Ad16E1B55K. After 48 h, lysates (500 g total protein) were immunoprecipitated with an antibody against Tab182 or rabbit IgG. Western blotting was performed with an antibody against HA. (G) Overexposed version of a portion of the Western
blot shown in panel F. (H) Ad5E1HEK293 cells were transfected with pcDNA3 or pcDNA3 constructs expressing
HA-tagged Ad9E1B55K or Ad16E1B55K. After 48 h, lysates (500 g total protein) were immunoprecipitated with an
antibody against HA or mouse IgG. Western blotting was performed with an antibody against p53. (I) HEK293FT
cell lysates (500 g protein) were incubated with antibodies against Tab182, collagen IV, or the IgG control. Western blotting was performed with an antibody against SV40T antigen. RESULTS Although only limited areas of the Western blots are
shown, no additional bands were seen in the original autoradiographs. blotting (Fig. 9E). Both the slightly higher-molecular-weight GFP-Tab182 and endoge-
nous Tab182 were seen in some lanes. These results strongly suggest that in both Ad5
and Ad12, the viral E1B55K proteins interact directly with Tab182. Although the degradation of Tab182 occurs to only a very limited extent during
infection with adenoviruses other than Ad5 and Ad12 (Fig. 5), we considered the
possibility that the E1B55K proteins from these other species may also associate with
Tab182. Therefore, HeLa cells were transfected with constructs encoding HA-tagged
Ad9E1B55K (group D) or HA-tagged Ad16E1B55K (group B1). After 48 h, Tab182 was
immunoprecipitated, and the associated E1B55K protein was detected with an anti- jvi.asm.org
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e02034-17 Journal of Virology Chalabi Hagkarim et al. FIG 9 (Continued) FIG 9 (Continued) FIG 9 (Continued) body against HA (Fig. 9F). It can be seen that while the Ad9 protein bound strongly, the
Ad16 equivalent could be seen only on overexposed Western blots, indicating a very
weak association (Fig. 9G). Similar results were obtained when the constructs were
transfected into Ad5E1HEK293 cells (data not shown). To check whether this differen-
tiation extends to other adenovirus targets, the interaction with p53 was examined. After the transfection of both constructs into Ad5E1HEK293 cells, HA-tagged E1B55K
proteins were immunoprecipitated, and bound p53 was detected by Western blotting
(Fig. 9H). In contrast to Tab182, both the Ad9E1B55K and Ad16E1B55K proteins strongly
interacted with p53. body against HA (Fig. 9F). It can be seen that while the Ad9 protein bound strongly, the
Ad16 equivalent could be seen only on overexposed Western blots, indicating a very
weak association (Fig. 9G). Similar results were obtained when the constructs were
transfected into Ad5E1HEK293 cells (data not shown). To check whether this differen-
tiation extends to other adenovirus targets, the interaction with p53 was examined. After the transfection of both constructs into Ad5E1HEK293 cells, HA-tagged E1B55K
proteins were immunoprecipitated, and bound p53 was detected by Western blotting
(Fig. 9H). In contrast to Tab182, both the Ad9E1B55K and Ad16E1B55K proteins strongly
interacted with p53. It is now well established that the small DNA tumor viruses have many cellular
targets in common, such as pRb, p53, and CBP/p300 (58, 59). RESULTS Proteins that were seen in both Tab182 and control
IgG immunoprecipitations are not listed in Table 1. The proteins listed are the only ones
that were consistently observed in five Tab182 immunoprecipitation experiments but
not in controls. In a final set of coimmunoprecipitations, we investigated whether AdE1B55K pro-
teins were associated with other CNOT components. Using adenovirus E1-expressing
cells, CNOT1 was immunoprecipitated, and associated E1B55K proteins were detected
by Western blotting (Fig. 9J and K). It is possible that these results show a direct
interaction of the viral proteins with CNOT1 but could also indicate an interaction with
other, as-yet-unidentified, components of the intact CNOT complex or even Tab182. Adenovirus infection leads to reductions in the levels of other CNOT proteins. In light of the coimmunoprecipitation experiments shown in Table 1 and Fig. 9, we
examined the levels of other CNOT proteins during adenovirus infection. Following
infection of HeLa cells with either Ad5 or Ad12, levels of CNOT1, CNOT3, CNOT4, and
CNOT7 were monitored by Western blotting (Fig. 10). In contrast to Tab182, the levels
of CNOT1 and CNOT4 remained stable throughout the time course of infection (Fig. 10A
and B). However, the levels of both CNOT3 and CNOT7 were markedly reduced after
infection with both serotypes. In the case of Ad5, levels of CNOT3 declined prior to the
observed decrease in the CNOT7 levels, whereas for Ad12, CNOT7 levels declined prior
to the decline in CNOT3 levels (Fig. 10A and B). Further work will be required to
determine whether these proteins are degraded in the same fashion as Tab182 and
whether levels of other CNOT proteins are reduced during adenovirus infection, but
these data suggest that the complex may be a major target for certain adenoviruses. Depletion of Tab182 and CNOT1 favors adenovirus infection. To determine
what advantage adenoviruses might derive from the degradation of Tab182 and other
CNOT complex proteins, a time course of infection was monitored in HeLa cells treated
with Tab182 small interfering RNA (siRNA). In addition, the effect of the depletion of
CNOT1 was also examined. CNOT1 forms a scaffold on which other members of the
complex associate (41). We therefore reasoned that its depletion would cause a
maximal disruption of CNOT complex activity. Cells were infected with Ad5 and Ad12
48 h after the addition of control, Tab182, or CNOT1 siRNAs. It can be seen from Fig. RESULTS It has already been
reported that the E6 protein from human papillomavirus (HPV) genus beta species 2
(HPV17a and HPV38) associates with the CNOT complex (60). To examine if Tab182
interacts with proteins from other small DNA tumor viruses, a coimmunoprecipitation
experiment was carried out with a Tab182 antibody by using HEK293FT cells, which
express the simian virus 40 T antigen (SV40T). When Tab182 was immunoprecipitated,
an appreciable amount of SV40T was associated with it (Fig. 9I). Tab182 is a component of the CNOT complex. It was previously noted that
Tab182 can be coimmunoprecipitated with the CNOT complex from mammalian cells
(40). To confirm this association, Tab182 was immunoprecipitated by using a rabbit jvi.asm.org
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e02034-17 Adenoviruses Target Tab182 for Degradation Journal of Virology TABLE 1 Proteins identified by mass spectrometric analysis after coimmunoprecipitation
with Tab182 antibodya
Protein
No. of peptides
% coverage
Mascot score
Tab182
68
49.4
3,491
CNOT1
38
17.4
1,472
CNOT3
7
10.2
237
CNOT7
6
28.8
211
CNOT2
5
12.2
245
CNOT6L
1
1.8
21
CNOT10
1
1.3
29
C2orf29 (CNOT11)
1
2.4
56
RCD1 (CNOT9)
6
20.4
224
PRMT3
9
18.5
377
FHL2
12
52.3
470
aHeLa cells were immunoprecipitated with a rabbit antibody raised against the C-terminal fragment of
Tab182 and analyzed as described in Materials and Methods. These data are representative of results from
five independent experiments. TABLE 1 Proteins identified by mass spectrometric analysis after coimmunoprecipitation
with Tab182 antibodya aHeLa cells were immunoprecipitated with a rabbit antibody raised against the C-terminal fragment of
Tab182 and analyzed as described in Materials and Methods. These data are representative of results from
five independent experiments. aHeLa cells were immunoprecipitated with a rabbit antibody raised against the C-terminal fragment of
Tab182 and analyzed as described in Materials and Methods. These data are representative of results from
five independent experiments. antibody raised against the C-terminal fragment, and the total immunoprecipitate was
analyzed by mass spectrometry. Results from a representative coimmunoprecipitation
experiment are presented in Table 1. In all cases, most components of the CNOT
complex were detected, although there were limited variations from one experiment to
the next. Specifically, CNOT4 was never detected in any Tab182 coimmunoprecipitate,
and CNOT7 and CNOT8 were occasionally not identified. Significantly, neither Tab182
nor CNOT proteins were detected in any of the control immunoprecipitates carried out
with rabbit IgG (data not shown). June 2018
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and B that in the absence of Tab182, expression levels of the E1A viral proteins were
elevated to a limited extent compared to the controls during the time course of jvi.asm.org
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e02034-17 Journal of Virology Chalabi Hagkarim et al. FIG 10 Adenovirus serotypes 5 and 12 degrade components of the CNOT complex. HeLa cells were
infected with adenovirus serotype 5 (A) or serotype 12 (B) at 5 PFU/cell. Cells were harvested at 0, 8, 24,
48, 72, and 96 h postinfection and subjected to SDS-PAGE and Western blotting using the indicated
antibodies. FIG 10 Adenovirus serotypes 5 and 12 degrade components of the CNOT complex. HeLa cells were
infected with adenovirus serotype 5 (A) or serotype 12 (B) at 5 PFU/cell. Cells were harvested at 0, 8, 24,
48, 72, and 96 h postinfection and subjected to SDS-PAGE and Western blotting using the indicated
antibodies. infection. Similar results were obtained with the E1B55K-negative viruses Ad5dl1520
and Ad12dl620 in that AdE1A proteins were expressed at higher levels in the absence
of Tab182 (data not shown). In the samples treated with control siRNA, there was a
reduction in the level of Tab182 as degradation proceeded. The expression levels of
other viral proteins varied marginally between Tab182-depleted and control cells. However, in a further set of experiments, it was shown that when CNOT1 was depleted
before infection with Ad5, there were notable increases in E1A and E1B55K expression
levels compared to the controls (Fig. 11A). In Ad12-infected cells, there was an even
more marked increase in the expression levels of the E1A and E1B55K proteins
compared to those in control siRNA-treated cells (Fig. 11B). From the Western blots, it
is clear that Tab182 depletion has its most marked effect 24 h after Ad12 infection. However, the depletion of CNOT1 causes a severalfold increase in the Ad12E1A
expression level at 24 h, but notably, the level of protein stays consistently high up to
96 h. The effects on Ad5E1A were less pronounced, although, again, the loss of Tab182
had the greatest effect at 24 h postinfection, whereas the depletion of CNOT1 facili-
tated AdE1A expression up to 96 h. It has long been known that adenovirus infection promotes cell cycle progression
from G1 into a pseudo-S phase, accompanied by the enhanced expression of cyclin E
(reviewed in reference 61, for example). June 2018
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e02034-17 RESULTS In addition, it was also reported that AdE1A
promotes the expression of the tyrosine phosphatase CDC25A, which is required for the
G1-to-S-phase transition (62). In an attempt to examine whether the depletion of
Tab182 and CNOT1 affects the ability of adenoviruses to initiate cell cycle progression,
the expression of CDC25A was initially examined. It is notable that in Tab182- and
CNOT1-depleted cells, there is only a very limited induction of CDC25A after infection,
whereas this is appreciable in control infected cells (Fig. 11A and B). After 24 h in all
cases, expression returns to a low level comparable to that in uninfected cells. We
suggest that the low-level expression of CDC25A is required by the virus for the
progression of infected cells into pseudo-S phase, but after that, to stop further
progression, CDC25A may be detrimental to viral replication. It is possible that the
reduction in the levels of CNOT components decreases CDC25A levels, retaining the
cells in a cell cycle phase more conducive to viral early protein expression and viral
replication. jvi.asm.org
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e02034-17 Journal of Virology Adenoviruses Target Tab182 for Degradation FIG 11 AdE1A protein expression is enhanced in adenovirus-infected, Tab182- or CNOT1-depleted cells. HeLa cells were transfected
with control, Tab182, or CNOT1 siRNAs. Forty-eight hours later, control, Tab182, and CNOT1 siRNA-treated cells were infected with
adenovirus serotype 5 (A) or serotype 12 (B) at 5 PFU/cell. Cells were then harvested at various time points (0, 8, 24, 48, 72, and 96 h)
postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated antibodies. FIG 11 AdE1A protein expression is enhanced in adenovirus-infected, Tab182- or CNOT1-depleted cells. HeLa cells were transfected
with control, Tab182, or CNOT1 siRNAs. Forty-eight hours later, control, Tab182, and CNOT1 siRNA-treated cells were infected with
adenovirus serotype 5 (A) or serotype 12 (B) at 5 PFU/cell. Cells were then harvested at various time points (0, 8, 24, 48, 72, and 96 h)
postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated antibodies. FIG 11 AdE1A protein expression is enhanced in adenovirus-infected, Tab182- or CNOT1-depleted cells. HeLa cells were transfected
with control, Tab182, or CNOT1 siRNAs. Forty-eight hours later, control, Tab182, and CNOT1 siRNA-treated cells were infected with
adenovirus serotype 5 (A) or serotype 12 (B) at 5 PFU/cell. RESULTS Cells were then harvested at
various time points (0, 8, 24, 48, 72, and 96 h) postinfection. Cell lysates were subjected to SDS-PAGE and Western
blotting using the indicated antibodies. FIG 12 Expression of cyclin E and is enhanced in Tab182- and CNOT1-depleted cells. HeLa cells were transfected
with control, Tab182, or CNOT1 siRNAs. Forty-eight hours later, control, Tab182, and CNOT1 siRNA-treated cells
were mock infected (A) or infected with adenovirus serotype 12 (B) at 5 PFU/cell. Cells were then harvested at
various time points (0, 8, 24, 48, 72, and 96 h) postinfection. Cell lysates were subjected to SDS-PAGE and Western
blotting using the indicated antibodies. cycle, into a phase more favorable for adenovirus early protein expression, as suggested
above. Ad5 infection of HeLa cells treated with the same siRNAs had little additional
effect on cyclin E expression (data not shown). Depletion of Tab182 and CNOT1 enhances AdE1A mRNA expression. To deter-
mine whether the depletion of Tab182 or CNOT1 affects AdE1A expression at the
transcriptional level, cells depleted of either Tab182 or CNOT1 were infected with either
Ad5 or Ad12 before the isolation of total RNA after 24 h. RT-PCR was performed
following reverse transcription of total RNA to amplify Ad5 and Ad12 13S E1As using
primers across the unique CR3 region of each protein; threshold cycle (CT) values were
calculated, with normalization to the value for glyceraldehyde-3-phosphate dehydro-
genase (GAPDH). The depletion of CNOT1 or Tab182 in Ad5- or Ad12-infected cells was
verified by Western blotting (data not shown). The relative expression level of 13S E1A
in infected cells with CNOT1 or Tab182 depleted was compared with that in mock-
transfected, infected cells. It can be seen from the data presented in Fig. 13 that the
depletion of Tab182 resulted in increases in both Ad5 and Ad12 13S E1A mRNA levels
compared to controls. The depletion of CNOT1 had a more marked effect, consistent
with the Western blots shown in Fig. 11. Depletion of Tab182 and CNOT1 favors the production of viral DNA during
infection. To examine whether the advantage gained in the expression of early
proteins in Tab182- and CNOT1-depleted cells extends to the production of viral
genomes, HeLa cells were treated with appropriate siRNAs and infected with Ad5 and
Ad12 48 h later. After a further 24 h, cells were harvested, and the DNA was isolated. RESULTS Cells were then harvested at various time points (0, 8, 24, 48, 72, and 96 h)
postinfection. Cell lysates were subjected to SDS-PAGE and Western blotting using the indicated antibodies. Tab182 depletion favors progression into S phase after adenovirus infection. In
view of the CDC25A Western blot data shown in Fig. 11, the effects of the depletion of
Tab182 or CNOT1 on cyclin E expression were also examined. HeLa cells were again
treated with control, Tab182, and CNOT1 siRNAs; mock infected or infected with Ad12;
and then harvested at various times up to 96 h. In mock-infected cells treated with
control siRNA, cyclin E is expressed at a constant low level, but in those cells treated
with Tab182 and particularly CNOT1 siRNAs, there is an appreciable elevation in the
cyclin E expression level (Fig. 12A). When a similar set of cells was infected with Ad12,
elevated cyclin E levels were also observed (Fig. 12B). Thus, in control infected cells,
there was a limited increase in the cyclin E expression level, but in the absence of
Tab182 or CNOT1, the expression level of cyclin E was elevated to a much greater
extent (Fig. 12B). It seems likely, therefore, that the effects seen in virally infected cells
are attributable primarily to CNOT1 and Tab182 depletion rather than the virus itself. The advantage gained by the virus, facilitating E1A expression, could be due to the fact
that the siRNA-treated cells had generally progressed slightly further through the cell jvi.asm.org
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e02034-17 Journal of Virology Chalabi Hagkarim et al. FIG 12 Expression of cyclin E and is enhanced in Tab182- and CNOT1-depleted cells. HeLa cells were transfected
with control, Tab182, or CNOT1 siRNAs. Forty-eight hours later, control, Tab182, and CNOT1 siRNA-treated cells
were mock infected (A) or infected with adenovirus serotype 12 (B) at 5 PFU/cell. Cells were then harvested at
various time points (0, 8, 24, 48, 72, and 96 h) postinfection. Cell lysates were subjected to SDS-PAGE and Western
blotting using the indicated antibodies. FIG 12 Expression of cyclin E and is enhanced in Tab182- and CNOT1-depleted cells. HeLa cells were transfected
with control, Tab182, or CNOT1 siRNAs. Forty-eight hours later, control, Tab182, and CNOT1 siRNA-treated cells
were mock infected (A) or infected with adenovirus serotype 12 (B) at 5 PFU/cell. RESULTS The concentration of adenovirus DNA was measured by quantitative PCR, as outlined
in Materials and Methods, using primers equivalent to hexon and GAPDH as a control. More viral DNA can be seen in the Tab182-depleted cells than in the control cells after
both Ad5 and Ad12 infection (Fig. 14); similarly, there is an even greater increase after
CNOT1 depletion, consistent with increased AdE1A expression. Interestingly, the effects June 2018
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16 Adenoviruses Target Tab182 for Degradation Journal of Virology FIG 13 The relative expression level of Ad13S E1A mRNA is increased in infected cells in the absence of
CNOT1 or Tab182. HeLa cells were transfected with control, Tab182, or CNOT1 siRNAs, and 48 h later,
they were infected with Ad5 (A) or Ad12 (B) at 5 PFU/cell. Cellular RNA was extracted from infected cells,
and first-strand cDNA synthesis was carried out. RT-PCRs were performed by using Ad13SE1A CR3
region-specific primers and real-time PowerUp SYBR green master mix. To check E1A relative gene
expression levels, calculated E1A CT values were normalized to CT values of GAPDH amplified from the
same sample [ΔCT CT (E1A) CT (GAPDH)], and the 2ΔΔCTmethod was used to calculate relative gene
expression levels. Data are the means of results of 3 repeats. Statistical significance was determined by
using Student’s t test, and P values of less than 0.05 (*) or 0.01 (**) were considered significant. Error bars
represent standard errors of the means. FIG 13 The relative expression level of Ad13S E1A mRNA is increased in infected cells in the absence of
CNOT1 or Tab182. HeLa cells were transfected with control, Tab182, or CNOT1 siRNAs, and 48 h later,
they were infected with Ad5 (A) or Ad12 (B) at 5 PFU/cell. Cellular RNA was extracted from infected cells,
and first-strand cDNA synthesis was carried out. RT-PCRs were performed by using Ad13SE1A CR3
region-specific primers and real-time PowerUp SYBR green master mix. To check E1A relative gene
expression levels, calculated E1A CT values were normalized to CT values of GAPDH amplified from the
same sample [ΔCT CT (E1A) CT (GAPDH)], and the 2ΔΔCTmethod was used to calculate relative gene
expression levels. Data are the means of results of 3 repeats. Statistical significance was determined by
using Student’s t test, and P values of less than 0.05 (*) or 0.01 (**) were considered significant. RESULTS Error bars
represent standard errors of the means. of the depletion of CNOT1 and Tab182 were very similar during Ad5 infection (Fig. 14A),
whereas CNOT1 depletion had an appreciably greater effect than that of Tab182
depletion in Ad12-infected cells (Fig. 14B). DISCUSSION It is now well established that adenovirus infection triggers a cellular DDR (22). This
is counteracted, in Ad5 and Ad12 at least, by the degradation of multiple cellular FIG 14 Viral DNA synthesis is increased in Tab182- and CNOT1-depleted cells after adenovirus infection. HeLa cells were treated with
control, Tab182, and CNOT1 siRNAs for 48 h and then infected with Ad5 (A) or Ad12 (B) at 5 PFU/cell. After 24 h, cells were harvested,
and the total DNA was isolated. Quantitative PCR was performed to determine the relative concentration of viral DNA. Hexon CT values
were normalized to CT values for GAPDH DNA amplified from the same sample. Data are the means of results from 3 repeats. Statistical
significance was determined by using Student’s t test, and P values of less than 0.05 (*) or 0.01 (**) were considered significant. Error bars
represent standard errors of the means. FIG 14 Viral DNA synthesis is increased in Tab182- and CNOT1-depleted cells after adenovirus infection. HeLa cells were treated with
control, Tab182, and CNOT1 siRNAs for 48 h and then infected with Ad5 (A) or Ad12 (B) at 5 PFU/cell. After 24 h, cells were harvested,
and the total DNA was isolated. Quantitative PCR was performed to determine the relative concentration of viral DNA. Hexon CT values
were normalized to CT values for GAPDH DNA amplified from the same sample. Data are the means of results from 3 repeats. Statistical
significance was determined by using Student’s t test, and P values of less than 0.05 (*) or 0.01 (**) were considered significant. Error bars
represent standard errors of the means. June 2018
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e02034-17 jvi.asm.org
17 jvi.asm.org
17 Chalabi Hagkarim et al. Journal of Virology proteins. Initially, it was noted that p53 was a target for proteasome-mediated degra-
dation during adenovirus infection (63, 64). This has been followed by demonstrations
that other DDR proteins, such as MRE11, BLM, and DNA ligase IV, are targeted to the
proteasome through the actions of the viral E1B55K and E4orf6 proteins (10, 11, 24). While this is the case for the group A and group C viruses, it certainly does not apply
universally to all adenovirus serotypes (28, 56). DISCUSSION In particular, it has been shown that
group B (for example, Ad7, Ad11, and Ad16) and group D (for example, Ad9) viruses
target a much more limited set of DDR proteins, possibly not extending beyond DNA
ligase IV. Furthermore, it seems that the E1B55K/E4orf6 complex is not always required,
as the degradation of TOPBP1 requires only Ad12E4orf6, whereas DAXX degradation
utilizes only Ad5E1B55K (12, 27). In a screen looking for additional DNA damage response proteins that might be
targeted for adenovirus-mediated degradation, we identified Tab182 and, subse-
quently, other members of the CNOT complex, CNOT7 and CNOT3, as probable targets. Tab182 was originally shown to interact with tankyrase 1 (32) and to be highly
phosphorylated by ATM and/or ATR after DNA damage by IR (33). More recently,
evidence has been presented to show that Tab182 plays a role in DSB repair and
promotes the association of PARP1 with the DNA-PK catalytic subunit (34, 35). There had been suggestions that Tab182 was a peripheral component of the CNOT
complex in mammals (40), and it was identified in various complexes in large-scale
protein interactome screens (see, for example, references 65–67). We have now con-
firmed that Tab182 is an integral component of the CNOT complex. The depletion of
the protein increases the sensitivity of cells to damage induced by ionizing radiation,
UV radiation, and HU and impairs the cell’s ability to form DNA repair foci following
DNA replication stress (34, 35; our unpublished data). Here it has been shown that Tab182 is degraded during Ad5 and Ad12 infection (Fig. 1). In both cases, this requires the AdE1B55K and AdE4orf6 proteins but is independent
of AdE4orf3, which has been shown to be required for the degradation of other cellular
proteins (25) (Fig. 1 and 2). The degradation of Tab182 is inhibited by bortezomib, a
proteasome inhibitor, and MLN4924, which inhibits cullin NEDDylation, preventing its
activation (Fig. 6 and 7). As is the case for p53 degradation, Ad12 hijacks a cullin
2-based E3 ligase (Fig. 7), although it appears that the ablation of either Cul2 or Cul5
expression has a similar effect on Tab182 degradation during Ad5 infection (Fig. 7) in
that the loss of either cullin causes partial protein stabilization. Clarification of this
observation requires further investigation. June 2018
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e02034-17 DISCUSSION To see if a similar effect occurred
with other members of the CNOT complex, CNOT1, which is considered to be a scaffold
protein required for the integrity of the complex, was depleted. During Ad5 infection,
the E1A expression level was notably increased when CNOT1 was depleted, while in the
case of Ad12, there was a greatly enhanced expression of E1A and a marked increase
in the E1B55K protein level, following CNOT1 knockdown, compared to controls
(Fig. 11). The increased effect of CNOT1 protein depletion on Ad12 compared to that
on Ad5 appears to be consistent with Ad12’s somewhat enhanced ability to degrade
Tab182. The difference in the expression of the E1A protein is due to an increase in the
AdE1A mRNA level, as shown by RT-PCR (Fig. 13). Whether this effect is directly
attributable to a reduction in the deadenylase activity of the CNOT complex will have
to await further investigation. Interestingly, it was recently shown that the Ad5 E1B55K/
E4orf6 complex enhances E1A activity by stabilizing the protein, leading to increased
levels, and by increasing the activation of E2F by E1A (68). It is possible that the effect
of the same adenovirus complex on the CNOT complex, as demonstrated here, could
contribute to the increased AdE1A level observed. In a further study, it was shown that
the concentration of viral DNA is increased in Tab182- and CNOT1-depleted cells 24 h
after both Ad5 and Ad12 infection (Fig. 14). More marked effects were seen with CNOT1
depletion than with Tab182 depletion, consistent with the observed increase in AdE1A
expression (Fig. 11); however, the reduction in the Tab182 level had less of an effect on
relative hexon DNA concentrations after Ad12 infection than after Ad5 infection; the
reasons for this are not clear at present. The relationship between adenoviruses and the CNOT complex is not clear-cut, for
while the virus is able to cause the degradation of various components, this occurs later
than any initially enhanced increase in AdE1A expression seen after the depletion of
CNOT proteins described here. It is notable that there is a sustained increase in AdE1A
expression up to 96 h in the absence of CNOT1 (Fig. 11). However, increases in viral DNA
concentrations were observed after the depletion of CNOT1 and Tab182, suggesting
that the inactivation of the complex will facilitate viral replication to a limited extent. DISCUSSION To confirm the results of the mutant virus infections, that Tab182 is targeted
through AdE1B55K, coimmunoprecipitation assays were carried out, and it was found
that Tab182 and both the Ad5 and Ad12 proteins could be immunoprecipitated
together. Furthermore, both the Ad5E1B55K and Ad12E1B55K proteins bound to the
GST-Tab182 C-terminal region, indicating a direct interaction (Fig. 9). Interestingly,
Tab182 binds strongly to Ad9E1B55K but not Ad16E1B55K, although it does not appear
to be degraded by either group B1 (Ad7 and Ad16) or group D (Ad9) viruses (Fig. 5 and
9). E1B55K proteins from both Ad9 and Ad16 interact with p53, as might be expected
since it is transcriptionally inactive after Ad9 and Ad7 infection, even though it is
present at a high level (28). These observations suggest that the interaction of E1B55K
with Tab182 may be determined by factors other than a requirement for protein
degradation. A more widespread examination of the interaction of Tab182 with E1B55K
proteins from a number of adenoviruses may elucidate this point. Tab182 also associ-
ates with the SV40T antigen in coimmunoprecipitation experiments, suggesting that
the protein could be a target for the family of small DNA tumor viruses (Fig. 9I). Significantly, previous studies have shown that the CNOT complex associates with
HPV17a and HPV38 E6 proteins, although the consequences of this for the virus were
not examined at the time (60). To see how extensive the relationship between adenoviruses and the CNOT com-
plex was, the fate of other components of the complex following adenovirus infection
was studied (Fig. 10). Although only a limited number of CNOT proteins were examined, jvi.asm.org
18 June 2018
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e02034-17 Adenoviruses Target Tab182 for Degradation Journal of Virology it was seen that the levels of CNOT3 and CNOT7 were reduced during Ad5 and Ad12
infection, whereas the levels of CNOT4 and CNOT1 remained stable. Although a
number of activities have been attributed to the CNOT complex, such as deadenylase,
transcriptional regulation, and ubiquitin E3 ligase activity (37–39, 46–48), it is not clear
what contribution Tab182 makes. To attempt to understand why adenovirus might
target Tab182 (and other CNOT proteins), adenovirus infections were compared in
control and siRNA knockdown cells. It was seen that the expression of E1A was
enhanced, to a limited extent, in Tab182-depleted cells, although little or no difference
was seen in the expression of late proteins (Fig. 11). June 2018
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e02034-17 DISCUSSION It is also possible that the aim of the virus, in degrading and presumably inactivating
the CNOT complex, is not necessarily just to facilitate AdE1A expression but to fulfill
some other, as-yet-unidentified, role, perhaps linked to an effect on the DDR. It should
be borne in mind, when considering the effects of CNOT1 depletion, that adenoviruses
do not actually cause its degradation, and while its loss will probably indicate the effect
of the inactivation of the CNOT complex, it does not necessarily coincide with what
happens in vivo. It is also possible that other CNOT proteins could be targets for
adenovirus-mediated degradation early in infection coincident with AdE1A expression,
although we have no evidence of this. Significantly, the degradation of Tab182 and
CNOT7 occurs later in viral infection than is the case for MRE11 and BLM and is more
similar to that seen for p53. The loss of components of the CNOT complex, for example, Tab182, appears to
facilitate the progression of cells into late G1/early S phase, as evidenced by the
enhanced expression of cyclin E and the transitorily enhanced expression of CDC25A
(Fig. 11 and 12). This may provide an environment more conducive to the expression
of early viral proteins, particularly E1A. For reasons that are not evident at present, the
effect seems to be more marked with Ad12 than with Ad5. With relevance to the effects
on cyclin E expression, it is worth noting that CNOT1 depletion has a more marked
effect than does Tab182 depletion, suggesting that its loss enhances cell cycle pro- jvi.asm.org
19 June 2018
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e02034-17 Chalabi Hagkarim et al. Journal of Virology gression to a greater extent. However, it is possible that the loss of other CNOT proteins
could have a comparable effect. In summary, Ad5 and, in particular, Ad12 have been shown to target Tab182 and
other CNOT proteins for proteasome-mediated degradation during viral infection. The
loss of Tab182 and CNOT1 favors the enhanced expression of AdE1A and AdE1B55K In summary, Ad5 and, in particular, Ad12 have been shown to target Tab182 and
other CNOT proteins for proteasome-mediated degradation during viral infection. The
loss of Tab182 and CNOT1 favors the enhanced expression of AdE1A and AdE1B55K
proteins in the early stages of infection. loss of Tab182 and CNOT1 favors the enhanced expression of AdE1A and AdE1B55K
proteins in the early stages of infection. MATERIALS AND METHODS Cell lines, viruses, and plasmids. HeLa (obtained from ATCC), HEK293FT (Invitrogen), Ad5E1HEK293
(a generous gift from Frank Graham), and Ad12E1HER2 (69) cells were grown in Dulbecco’s modified
Eagle’s medium (DMEM) supplemented with 8% fetal calf serum (FCS). H1299-based cell lines in which
Cul2 or Cul5 expression had been ablated were generous gifts from Paola Blanchette and Phil Branton. The cells were grown in DMEM supplemented with 8% FCS and 1 g/ml puromycin (Cul2) or 8% FCS,
1 g/ml puromycin, and 100 g/ml hygromycin (Cul5). Ad4, Ad5, Ad7, Ad9, Ad11, and Ad12 were
obtained from the ATCC or were a generous gift from Jo Mymryk. The following Ad5 mutants were used:
Ad5dl1520 (Ad5E1B55K) (70), H5in351 (E4orf1), H5pm4154 (E4orf6), H5pm4155 (E4orf3 E4orf6),
H5pm4166 (E4orf4), H5dl356 (E4orf7), and H5in352 (E4orf2) (23, 26, 71–73). In addition, an
Ad12E1B55K-negative mutant (Ad12dl620) was used (74). HeLa cells were generally infected at a
multiplicity of infection of 5 PFU/cell. Ad5E1B55K and Ad12E1B55K DNAs were cloned into pcDNA3, and
Ad5 and Ad12 E4orf6-HA tag DNAs were also cloned into pcDNA3 as previously described (75). NEDDylation was inhibited by the addition of MLN4924 to the cell culture medium at a concentration of
4 M, and proteasomal activity was inhibited with bortezomib (0.5 M). siRNA treatment to deplete Tab182 and CNOT proteins and protein transfections. HeLa cells
were plated at a density of 4 105 cells per 6-cm dish. After 24 h, they were transfected with control
or ON-TARGETplus Smart pool siRNAs (0.2 nmol/dish) (GE Dharmacon) directed against Tab182 or CNOT1
proteins by using Oligofectamine (Invitrogen) according to the manufacturer’s protocol. After 24 h, cells
were split 1:3, and after a further 24 h, they were infected with virus. For protein transfections, cells were
grown to 70% confluence and then incubated with DNA constructs (2 g/6-cm dish or 5 g/10-cm dish)
that had been previously mixed for 20 min with Lipofectamine 2000 (Invitrogen) in Opti-MEM (Gibco)
according to the manufacturer’s protocol. After 24 h, cells were incubated with fresh medium and
harvested 24 h later. Cloning of Tab182. Total cellular RNA was isolated from a lymphoblastoid cell line from a normal
individual (cell line provided by the Coriell Institute for Medical Research) by using the Qiagen RNeasy
minikit and was reverse transcribed into cDNA by using oligo(dT) primer d(T)23VN and the ProtoScript
II first-strand cDNA synthesis kit (New England BioLabs). June 2018
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e02034-17 MATERIALS AND METHODS PCR was used to amplify the complete Tab182
cDNA sequence by using the forward primer 5=-GAGCGGGTCGACGATGAAAGTGTCTACTCTCAGG-3= (For
1) and the reverse primer 5=-CGTGATGTCGACTCAGACCTTCTTCTTCTTCAGTTT-3= (Rev13). Both primers
contain the recognition sequence for the restriction enzyme SalI (underlined). The forward primer
contains the translation initiation codon for Tab182 (italics), and the reverse primer contains the
translation termination codon for Tab182 (italics) (strand antiparallel to the sense strand). The Tab182
cDNA sequence was amplified by using Q5 high-fidelity DNA polymerase (New England BioLabs). An
initial denaturation step at 98°C for 30 s was followed by 30 cycles of 98°C for 5 s, 62°C for 15 s, and 72°C
for 4 min. A final extension step for 5 min at 72°C followed the 30 cycles. The PCR products were analyzed
by gel electrophoresis, and a product of the correct size (5,190 bp) was identified. The products were
digested with SalI-HF, and the excised Tab182 band was purified by gel electrophoresis. Tab182 was
cloned into the pEGFP-C3 plasmid. Sequence determination was performed by using an Applied
Biosystems 3500 XL genetic analyzer. Sequences were analyzed online by using BLAST at the National
Center for Biotechnology Information (NCBI) website. Sequences were all of the wild type. Codon 322 can
encode threonine (ACT) or serine (AGT), and the ratio is approximately equal in the general population. The sequences isolated from the individual used to make the cDNA for this cloning exercise were all
found to encode serine at amino acid 322. Isolation of RNA and cDNA synthesis. Cellular RNA was extracted by using the SV total RNA
isolation system (Promega) according to the manufacturer’s protocol. To remove any DNA contamina-
tion, RNA was treated with DNase I (Promega). RNA quantity and quality were evaluated by optical
density measurements (ratios of optical densities at 260/280 nm) and by agarose gel electrophoresis. First-strand cDNA synthesis was performed by using SuperScript II reverse transcriptase (RT) (Invitrogen)
and random primers according to the manufacturer’s instructions. Isolation of genomic DNA. Cellular DNA was extracted by using the QIAamp DNA minikit (Qiagen)
according to the manufacturer’s protocol. In order to remove any protein or RNA contamination, 15 l
proteinase K (10 mg/ml) (Sigma-Aldrich) and 4 l RNase A (20 mg/ml) (Invitrogen) were added to each
sample. DNA quantity and quality were evaluated by optical density measurements (ratios of optical
densities at 260/280 nm) and by agarose gel electrophoresis. Primer design and RT-PCR. MATERIALS AND METHODS performed for 10 min at 95°C for the precycling step to denature the cDNA and to activate Dual-Lock Taq
DNA polymerase, which was then followed by 35 cycles of denaturation at 95°C for 30 s, annealing at
55°C for 1 min, and extension at 72°C for 1 min. To confirm the expected amplifications, 2% agarose gel
electrophoresis with ethidium bromide staining was performed. Viral AdE1A or hexon and host cell
Tab182 and CNOT1 CT values were normalized to CT values of GAPDH amplified from the same sample
[for example, ΔCT CT (Tab182) CT (GAPDH)], and the 2ΔΔCT method was used to calculate the relative
expression level. Each experiment was performed in triplicate. Western blotting and antibodies. Cells were harvested after washing with ice-cold phosphate-
buffered saline (PBS) and solubilized in a solution containing 8 M urea, 50 mM Tris HCl (pH 7.4), and 0.15
M -mercaptoethanol. Proteins were fractionated on polyacrylamide gels in the presence of 0.1 M Tris,
0.1 M bicine, and 0.1% SDS. For Western blotting, proteins were electrophoretically transferred to
nitrocellulose membranes before incubation with antibodies overnight at 4°C. Antibodies used in the
study were antibodies to Tab182 (an antibody raised in rabbits against GST-Tab182 [C-terminal frag-
ment]), MRE11, CNOT3, CNOT4, CNOT7, (all from GeneTex), CNOT1 (Proteintech), cullin 2, cyclin E1, RPA32
(Abcam), p53 (raised in rabbits), cullin 5, GAPDH, collagen IV, SV40T (Santa Cruz Biotechnology), and
-actin (Sigma-Aldrich). Rabbit antibodies against Ad5 hexon and Ad12 fiber proteins were gifts from
Vivien Mautner and Paul Freimuth, respectively. A mouse monoclonal antibody against the Ad5 DBP was
a gift from Pieter van der Vliet. Antibodies against Ad5E1A (M73), Ad12E1A (5DO2), Ad12E1B55K (XPH9),
Ad5E1B55K (2A6), p53 (DO1), and HA (12CA5) were purified from monoclonal supernatants. GST pulldown assays and coimmunoprecipitation. The C-terminal fragment of Tab182 (amino
acids 824 to 867 and 1221 to 1729) was expressed in Escherichia coli as a GST fusion protein, as described
previously (49). For GST pulldown and coimmunoprecipitation assays, cells were harvested in ice-cold
PBS and lysed in a solution containing 0.4 M NaCl, 40 mM Tris HCl (pH 7.4), 5 mM EDTA, and 1% NP-40. Insoluble protein was removed by centrifugation (45,000-rpm 30 min at 4°C). Lysates were incubated
overnight with either the GST fusion protein or the appropriate antibody. Protein complexes were
retrieved on glutathione-agarose beads or protein G-agarose beads as appropriate. MATERIALS AND METHODS Cellular RNA or DNA was extracted as described above. The sequences
of the primers used for RT-PCR are shown in Table 2. The specificity of the primers was checked with NCBI
Primer-BLAST. Primer design and RT-PCR. Cellular RNA or DNA was extracted as described above. The sequences
of the primers used for RT-PCR are shown in Table 2. The specificity of the primers was checked with NCBI
Primer-BLAST. RT-PCRs were performed with the Mx3005P system (Stratagene), using real-time PowerUp SYBR
green master mix (Applied Biosystems). Quantitative RT-PCR was carried out with a final volume of 20 l
containing 2 g or 10 ng of cDNA or DNA, respectively, 5 pmol of the forward primer, 5 pmol of the
reverse primer, and 10 l of PowerUp SYBR green master mix. The thermocycling program was jvi.asm.org
20 Adenoviruses Target Tab182 for Degradation Journal of Virology TABLE 2 Primers used in this study
Gene
Sequence (5=¡3=)
Length
(bp)
Start
position
Stop
position
PCR product size
(no. of bases)
E1A-Ad5 (CR3)
Forward, TAGATTATGTGGAGCACCCCG
21
990
1010
110
Reverse, GCCACAGGTCCTCATATAGCAA
22
1099
1078
E1A-Ad12 (CR3)
Forward, AGTCCTGTGAGCACCACCG
19
980
1053
74
Reverse, GTAGGCTCGCAGATAGCACA
20
998
1034
Tab182
Forward, CTGCTCTGAGGGACTCCTTG
20
2310
2329
158
Reverse, CTGGGTCTCCTCTAGGGCTT
20
2448
2467
GAPDH (RNA)
Forward, GAGTCAACGGATTTGGTCGT
20
53
72
183
Reverse, ACAAGCTTCCCGTTCTCAG
19
218
236
GAPDH (DNA)
Forward, CGGCTACTAGCGGTTTTACG
20
6534369
6534388
188
Reverse, AGAAGATGCGGCTGACTGT
20
6534538
6534557
Hexon (Ad5)
Forward, GCCACGGTGGGGTTTCTAAACTT
23
18862
18882
127
Reverse, GCCCCAGTGGTCTTACATGCACATC
25
18967
18989
Hexon (Ad12)
Forward, GCCACGGTGGGGTTTCTAAACTT
23
17764
17784
127
Reverse, GCCCCAGTGGTCTTACATGCACATC
25
17869
17891 TABLE 2 Primers used in this study performed for 10 min at 95°C for the precycling step to denature the cDNA and to activate Dual-Lock Taq
DNA polymerase, which was then followed by 35 cycles of denaturation at 95°C for 30 s, annealing at
55°C for 1 min, and extension at 72°C for 1 min. To confirm the expected amplifications, 2% agarose gel
electrophoresis with ethidium bromide staining was performed. Viral AdE1A or hexon and host cell
Tab182 and CNOT1 CT values were normalized to CT values of GAPDH amplified from the same sample
[for example, ΔCT CT (Tab182) CT (GAPDH)], and the 2ΔΔCT method was used to calculate the relative
expression level. Each experiment was performed in triplicate. June 2018
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using a Nikon E600 Eclipse 333 microscope equipped with a 60 oil lens, and images were acquired and
analyzed by using Volocity software 334 v4.1 (Improvision). ACKNOWLEDGMENTS We are most grateful to Martin Higgs, Natasha Zlatanou, John Reynolds, and Joanna
Parish for helpful discussion. We also thank Susan Smith, Clare Davies, Phil Branton, and
Paola Blanchette for gifts of reagents. We thank The Medical Research Council (MRC), through the University of Birming-
ham, and Cancer Research UK (CRUK) for funding. We also thank Katie Grand for
charitable donations. MATERIALS AND METHODS After washing with
lysis buffer, bound proteins were released with either 25 mM glutathione (pH 8.2) (GST fusion proteins)
or SDS sample buffer (immunoprecipitated samples) and fractionated by SDS-PAGE prior to Western
blotting. Mass spectrometry. Proteins were immunoprecipitated as described above, except that the
antibody-antigen complexes were released with a solution containing 8 M urea and 50 mM NH4HCO3 for
30 min at ambient temperature. Proteins were reduced in a solution containing 50 mM dithiothreitol
(DTT) and 50 mM NH4HCO3 at 56°C for 30 min and then carboxymethylated in 100 mM iodoacetamide
at ambient temperature in the dark for 30 min. Proteins were retrieved by using Amicon centrifugal filters
(30K cutoff), which were washed four times with 50 mM NH4HCO3. The filters with the bound immu-
noprecipitated proteins were incubated overnight at 37°C with trypsin (1 g) in 50 mM NH4HCO3. Tryptic
peptides were retrieved by centrifugation, dried, and analyzed by using a Bruker amaZon ion trap mass
spectrometer. Peptides were identified by using the ProteinScape central bioinformatics platform
(Bruker). Immunofluorescence microscopy. HeLa cells were grown on glass coverslips. After 24 h, cells were
infected or mock infected with Ad5 or Ad12 (5 PFU/cell) for 30 h. Cells were fixed in 3.6% paraformal-
dehyde in PBS for 10 min and permeabilized in 0.5% Triton X-100 in PBS for 5 min. Fixed cells were
stained with primary antibodies for 1 h, washed three times in PBS, and also stained with secondary
antibodies for 1 h. DNA was stained with 4=,6-diamidino-2-phenylindole (DAPI). When preextraction was jvi.asm.org
21 June 2018
Volume 92
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e02034-17 Journal of Virology Chalabi Hagkarim et al. used, cells were treated with preextraction buffer [10 mM piperazine-N,N=-bis(2-ethanesulfonic acid)
(PIPES), 20 mM NaCl, 3 mM MgCl2, 300 mM sucrose, 0.5% Triton X-100] for 7 min on ice before fixing with
3.6% paraformaldehyde and antibody staining as described above. Fluorescence images were taken by
using a Nikon E600 Eclipse 333 microscope equipped with a 60 oil lens, and images were acquired and
analyzed by using Volocity software 334 v4.1 (Improvision). used, cells were treated with preextraction buffer [10 mM piperazine-N,N=-bis(2-ethanesulfonic acid)
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Xylanase Production By Thermobacillus Xylanilyticus is Impaired By Population Diversification But Can Be Mitigated Based On the Management of Cheating Behavior
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Xylanase production by Thermobacillus
xylanilyticus is impaired by population
diversification but can be mitigated based
on the management of cheating behavior Romain Bouchat1,2 , Frédéric Vélard3, Sandra Audonnet4, Damien Rioult5, Frank Delvigne2,
Caroline Rémond1 and Harivony Rakotoarivonina1* Bouchat et al. Microbial Cell Factories (2022) 21:39
https://doi.org/10.1186/s12934-022-01762-z Bouchat et al. Microbial Cell Factories (2022) 21:39
https://doi.org/10.1186/s12934-022-01762-z Microbial Cell Factories Microbial Cell Factories Abstract Background: The microbial production of hemicellulasic cocktails is still a challenge for the biorefineries sector and
agro-waste valorization. In this work, the production of hemicellulolytic enzymes by Thermobacillus xylanilyticus has
been considered. This microorganism is of interest since it is able to produce an original set of thermostable hemi-
cellulolytic enzymes, notably a xylanase GH11, Tx-xyn11. However, cell-to-cell heterogeneity impairs the production
capability of the whole microbial population. Results: Sequential cultivations of the strain on xylan as a carbon source has been considered in order to highlight
and better understand this cell-to-cell heterogeneity. Successive cultivations pointed out a fast decrease of xylanase
activity (loss of ~ 75%) and Tx-xyn11 gene expression after 23.5 generations. During serial cultivations on xylan, flow
cytometry analyses pointed out that two subpopulations, differing at their light-scattering properties, were present. An increase of the recurrence of the subpopulation exhibiting low forward scatter (FSC) signal was correlated with
a progressive loss of xylanase activity over several generations. Cell sorting and direct observation of the sorted
subpopulations revealed that the low-FSC subpopulation was not sporulating, whereas the high-FSC subpopulation
contained cells at the onset of the sporulation stage. The subpopulation differences (growth and xylanase activity)
were assessed during independent growth. The low-FSC subpopulation exhibited a lag phase of 10 h of cultivation
(and xylanase activities from 0.15 ± 0.21 to 3.89 ± 0.14 IU/mL along the cultivation) and the high-FSC subpopula-
tion exhibited a lag phase of 5 h (and xylanase activities from 0.52 ± 0.00 to 4.43 ± 0.61 over subcultivations). Serial
cultivations on glucose, followed by a switch to xylan led to a ~ 1.5-fold to ~ 15-fold improvement of xylanase activity,
suggesting that alternating cultivation conditions could lead to an efficient population management strategy for the
production of xylanase. Conclusions: Taken altogether, the data from this study point out that a cheating behavior is responsible for the
progressive reduction in xylanase activity during serial cultivations of T. xylanilyticus. Alternating cultivation condi-
tions between glucose and xylan could be used as an efficient strategy for promoting population stability and higher
enzymatic productivity from this bacterium. *Correspondence: harivony.rakotoarivonina@univ-reims.fr
1 INRAE, FARE, UMR A 614, Chaire AFERE, Université de Reims Champagne
Ardenne, 51097 Reims, France
Full list of author information is available at the end of the article Backgroundh conditions e.g., for pulp and paper processing at high T°
and high pH). The use of lignocellulosic biomass has been identified as
a promising approach in the biorefinery field for the pro-
duction of bioderived products like energy, fuels, chemi-
cals and materials to substitute the fossil carbon sources
causing global warming [1–3]. In this valorization, hemi-
celluloses offer new possibilities of industrial applica-
tions [4]. These ones are heteropolysaccharides and the
most abundant are xylans formed by linear chains of
d-xylopyranose linked by β-(1-4) glycosidic bonds [5, 6]. Some substitutes (depending on the plant origin) such as
l-arabinofuranose, d-glucuronic and 4-O-methyl-d-glu-
curonic acid and acetyl groups can be linked to the main
chains by various bonds. In graminaceaous plant cell
walls, the l-arabinofuranose residues can be esterified
by phenolic compounds such as ferulic and p-coumaric
acids which can interfere with the hydrolysis process but
also present interesting applications [5–7]. Among the
different processes that could be used for lignocellulose
depolymerization, the use of enzymes from different
sources is a very interesting alternative already reviewed
[8–11]. In the context of this work, the production of
hemicelluloses by the bacterium Thermobacillus xylani-
lyticus will be considered. However, taking the microbial population out of its
natural context for the industrial production of enzymes
is still a challenge. Indeed, enzyme production is a highly
regulated process, strongly dependent on the extracellu-
lar conditions. Additionally, it is known that the release
of these enzymes in the extracellular environment can
lead to cheating behavior [19]. Cheaters are individuals
among the population that benefit from the public goods
released by the cooperators (i.e., in T. xylanilyticus case,
microbial cells that are investing in enzyme production
for the release of assimilable carbon sources), but that
do not share the cost associated with the release of these
public goods [20]. This is exactly what has been observed
in this study, upon serial cultivations of T. xylanilyticus
on xylan. Typically, these cell-to-cell heterogeneities are due to
epigenetic mechanisms leading to fluctuations at the level
of the biochemical reactions of the cells, and modulating
gene expression [21, 22]. In some case, these population
heterogeneities are reinforced by fitness advantage (i.e.,
in this study, benefiting from the release of assimilable
sugars without investing in enzyme production) and can
cause a decrease of global productivity due to the pres-
ence of some specific non-producer (or low-producer)
subpopulations [22, 23]. © The Author(s) 2022. Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which
permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the
original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or
other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line
to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory
regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this
licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativeco
mmons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. Page 2 of 17 Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Keywords: Hemicellulases, Xylanases, Thermobacillus xylanilyticus, Successive cultivation, Population diversification,
Cell sorting, Substrate switch Successive cultivations of T. xylanilyticus on xylan leads
to the progressive decline in xylanase activity Successive cultivations of T. xylanilyticus on xylan leads
to the progressive decline in xylanase activity p
g
y
y
In order to characterize the behavior of T. xylanilyticus in
presence of xylan and the resulting xylanase production,
the growth rate (h−1) and its enzymatic activity (IU/mg)
were measured during 107.7 generations. For this pur-
pose, successive cultivation in sealed bottles was consid-
ered even if the strain is aerobe. Indeed, in sealed bottles,
carbon dioxide is added in the headspaces of the bottles. The carbon dioxide and the bicarbonate present in the
medium are in equilibrium and create a buffer system
with a pH at 7.75 necessary for the growth of the strain
as described by Touzel [13]. It is with these conditions
that production heterogeneity was observed. These con-
ditions were then necessary to identify the factors influ-
encing the enzymatic production of the strain along the
generations. Backgroundh Microbial Cell Factories mg i.e., exhibiting a significant reduction of more than
90% by comparison with the first cultivation (p < 0.01).h bacteria. For this latter, whereas some cheater control
strategies have been suggested [27, 28], no real imple-
mentation of control/mitigation strategies have been
considered so far. In this work, a simple and efficient
control strategy will be implemented based on alterna-
tive cultivation conditions on glucose and xylan. To date,
this work is the first to study the subpopulations from an
isogenic population of a hemicellulolytic bacterium and
their impacts on the extracellular xylanase/enzymatic
production. It is also the first work to implement a con-
trol of the diversification process by switching between
carbon sources during serial cultivations for the produc-
tion of xylanase by a thermophilic bacterium. i
The evolution of the tx-xyn11 gene expression, encod-
ing the main xylanase GH11 secreted by T. xylanilyticus
was also assessed along generations during cultivations
on xylan and on glucose as a control. At the beginning
of the cultivations, and as expected, the expression level
of tx-xyn11 gene was very low in presence of glucose. On xylan, tx- xyn11 expression level was almost 30-fold
higher than on glucose (Additional file 1: Fig. S1), this
observation being in accordance with the induction level
previously recorded for this strain [15]. Upon successive cultivations on xylan, a progressive
decrease of tx-xyn11 expression over the generations was
observed (Fig. 1B). This decrease accounted for 36.49%
of the maximum level after 23.5 generations by compari-
son with the tx-xyn11 expression level measured at the
beginning of the cultivation tests which was significant
(p < 0.01). After this first decrease, the expression level of
tx-xyn11 remained close to 60% of the initial level for 108
generations. Interestingly, the evolution of the expres-
sion level followed the same trend as the one recorded
for the enzymatic activity during successive cultivations
on xylan (Fig. 1A). Gene expression can be thus consid-
ered as the main cause for the decrease observed for the
xylanase activity. Considering the fact that the xylanase is
an extracellular enzyme and that some cells can adopt a
cheating strategy for avoiding the cost related to the syn-
thesis of this molecule [29], single-cell experiments were
then considered for determining the possible impact of
cell-to-cell variability on xylanase production. Backgroundh y
This bacterium is indeed a very promising natural
producer of enzymes for the deconstruction of xylans
[12]. This bacterium was originally isolated from a farm
soil located under a manure heap in northern France) is
aerobic, gram-positive, thermophilic and hemicellulo-
lytic [13]. The hemicellulolytic enzymatic arsenal of this
bacterium is composed by several enzymes including
characterized two xylanases (GH10 and GH11 families,
EC.3.2.1.8), one arabinofuranosidase (EC.3.2.1.55) and
one feruloyl esterase (EC 3.1.1.73) [14–16]. This bacte-
rium is able to mobilize a complex enzymatic arsenal
according to the lignocellulosic biomass composition
used as carbon source for promoting microbial growth
[17]. The main hemicellulolytic activity of the strain is
the GH11 xylanase secreted in the extracellular medium,
Tx-xyn11 but it also produces debranching and exoen-
zymes (such as esterase, xylosidase, and arabinosidase)
activities mainly detected in the intracellular compart-
ment [12, 17]. One important feature of the enzymes
produced by T. xylanilyticus is that they are thermostable
and active over a wide range of pH values i.e., from 5 to
8.5 as pointed out by previous studies involving enzymes
obtained from cultivation on wheat bran and wheat straw
[15, 16, 18] allowing their use under extreme reaction For addressing such population heterogeneities, high
throughput single-cell analyses can be provided by flow
cytometry (FC). In this work, two basic FC signals will be
mainly used i.e., the forward and side scatter signals (FSC
and SSC), accounting for cell size and cell internal struc-
ture [24]. This approach can be complemented based on
the utilization of metabolic sensors such as Redox Sen-
sorGreen (RSG) that allows to discriminate subpopula-
tions in function of their metabolic activities [25].hi The production of specific hemicellulose enzymatic
cocktails is a key for improving the profitability of the lig-
nocelluloses biorefineries by using all parts of the ligno-
cellulose [3, 26]. Thermobacillus xylanilyticus represents
an interesting source of thermostable and robust hemi-
cellulolytic enzymes. A bottleneck for the utilization of
this strain is the low enzyme production and the decrease
of secreted xylanase activity with thime and over suc-
cessive cultivations. Accordingly, the main goals of this
study are then (1) to study and understand the dynamics
of enzyme production by population of T. xylanilyticus;
(2) to attempt improving the enzyme productions by the Page 3 of 17 Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Flow cytometry (FC) reveals two subpopulations exhibiting
different light scattering properties The initial growth rate on xylan for the first cultiva-
tion was 0.72 ± 0.12 h−1 (generation 0, Additional file 2:
Table S1), and this value was considered as the reference
(100%, generation 0, Fig. 1). We observed that the growth
increased over the generations, this increase being more
important and significant (p < 0.01) during the first gener-
ations (increase of 31.56% after 23.5 generations). A stabi-
lization was then noticed around a value of 0.95 h−1 until
the end of the successive cultivation experiment. During
this stabilization, no significant difference was observed. The xylanase activity, the main enzyme secreted by T. xylanilyticus, was also followed. At the beginning of
the cultivations, xylanase activity was 141.36 ± 7.76 IU/
mg of proteins. The xylanase activities revealed a dras-
tic decrease over generations, a significant decrease of
almost 88.86% during the first 23.5 generations (p < 0.01)
followed by a stabilization around a value of 28.10 ± 10.32
IU/mg (Additional file 2: Table S1). At the end of the suc-
cessive cultivations (after more than 100 generations), the
xylanase activity value represented only 18.51 ± 4.54 IU/ FC analyses were then performed for determining the
possible occurrence of different subpopulations of T. xylanilyticus during the successive cultivation experi-
ments. Results highlighted the presence of two sub-
populations in T. xylanilyticus cultivations after 5 h
of cultivations (Fig. 2A–C). Indeed, the segregation
between the two subpopulations can be observed based
on the forward scatter (FSC) signal which is proportional
to the cell size. A FSC-A threshold value of 30,000 (Arbi-
trary Unit) can discriminate two subpopulations. The
subpopulation with values below 30,000 in FSC-A has
been called low subpopulation (L) and the subpopulation
with values above 30,000 in FSC-A has been called high
subpopulation (H).h This clear segregation based on the FSC-A threshold
allowed tracking the two subpopulations over the differ-
ent generations (Fig. 3). At the beginning of the cultiva-
tions (generation 0), the two subpopulations were present
at a similar level (47.09 ± 11.84% and 52.91 ± 11.84% for Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 4 of 17 Fig. 1 Evolutions of growth rate and xylanase production characteristics of Thermobacillus xylanilyticus over generations. Flow cytometry (FC) reveals two subpopulations exhibiting
different light scattering properties Evolution of relative
growth rate (blue circles) and relative xylanase activity (green square) over generations normalized with the values at generation 0 (A); relative
expression level of tx-xyn11 gene over generations (B). Absolute values of growth rate and enzymatic activity can be found in Additional file 2:
Table S1. The level of tx-xyn11 gene expression was normalized with the 16 S rRNA gene expression before comparison along the generations
during successive cultivations with xylan. The first cultivation (generation 0) was then defined as the 100% expression level and as reference sample. The expression levels over the generations were expressed as the fold increase of tx-xyn11 mRNA level over the generation 0 Fig. 1 Evolutions of growth rate and xylanase production characteristics of Thermobacillus xylanilyticus over generations. Evolution of relative
growth rate (blue circles) and relative xylanase activity (green square) over generations normalized with the values at generation 0 (A); relative
expression level of tx-xyn11 gene over generations (B). Absolute values of growth rate and enzymatic activity can be found in Additional file 2:
Table S1. The level of tx-xyn11 gene expression was normalized with the 16 S rRNA gene expression before comparison along the generations
during successive cultivations with xylan. The first cultivation (generation 0) was then defined as the 100% expression level and as reference sampl
The expression levels over the generations were expressed as the fold increase of tx-xyn11 mRNA level over the generation 0 that it did not differ by their respective metabolic activity
and membrane permeability. the low and the high subpopulation respectively). The
evolution of the ratio between the subpopulations over
the different generations was marked by an increase of
the low subpopulation. This increase was more important
during the 23.5 first generations, where the percentage
rose significantly from 47.08 to 73.87% (p < 0.01) and then
stabilized (with no more significant change) to 83.77%
after 108 generations.hf Complementary FC analyses were performed on dif-
ferent substrates (i.e., xylan, glucose and wheat bran) in
order to better characterize the occurrence of the two
subpopulations (Fig. 4). Wheat bran was selected as an
interesting carbon source, considering its high xylan
content [17]. Flow cytometry (FC) reveals two subpopulations exhibiting
different light scattering properties At the beginning of the culture and during
the exponential phase (4 h of cultivations) whatever the
substrate used, the low subpopulation was dominant and
accounted for 72.1, 87.3 and 84.9% of the total number The two subpopulations did not exhibit any differences
upon staining respectively with RedoxSensor green and
Propidium Iodide (FL1-A and FL3-A values), indicating Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 5 of 17 Fig. 2 Subpopulations of Thermobacillus xylanilyticus analyzed by flow cytometry during successive cultivations on xylan. The subpopulations
were resolved based on the FSC-A values. The segregation between the two subpopulations was done by considering a gating value of 30,000
in FSC-A (orange line). The figures represent the SSC-A values (on the left), the FL1-A values (on the middle) and the FL3-A values (on the right) in
function of the FSC-A values. Generations 0 (A); 23.5 (B) and 107.7 (C) respectively Fig. 2 Subpopulations of Thermobacillus xylanilyticus analyzed by flow cytometry during successive cultivations on xylan. The subpopulations
were resolved based on the FSC-A values. The segregation between the two subpopulations was done by considering a gating value of 30,000
in FSC-A (orange line). The figures represent the SSC-A values (on the left), the FL1-A values (on the middle) and the FL3-A values (on the right) in
function of the FSC-A values. Generations 0 (A); 23.5 (B) and 107.7 (C) respectively of cells on xylan, glucose and wheat bran respectively. At
the end of exponential phase on glucose and xylan, an
increase of the high subpopulation was observed (Fig. 4A,
B). For wheat bran cultivations, the low subpopulation
remained dominant during all the experiment. It is also
on wheat bran that less sporulation was always observed. Then, the balance between the two subpopulations seems to be easier to achieve when rich carbon source (i.e., glu-
cose) is considered instead of more difficult to assimi-
late ones (i.e., xylan and wheat bran). Taken altogether,
these data point out a possible occurrence of sporulation. This hypothesis is reinforced by the fact that cells trig-
gering the formation of endospore tend to modify their
light scattering properties as detected based on flow Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 6 of 17 Fig. 3 Evolution of cell percentage and xylanase activity for each subpopulation upon successive xylan cultivations. Cell sorting reveals that the high‑FSC subpopulations
contains cells at the onset of sporulation In order to determine the impact of this diversification
process on the production of extracellular xylanase by T. xylanilyticus, the low and the high subpopulations were
sorted and subcultivated. The cell sorting was done at
generation 0, after 5 h of cultivation during the exponen-
tial growth phase (Fig. 6A) when the two subpopulations
were present similarly at approximately the same ratio. In order to get more insights about the possible physio-
logical differences between the low and the high subpop-
ulations, cells collected from samples acquired during
successive cultivations on xylan were sorted based on
their FSC properties, and morphological analyses were
performed with Scanning Electron Microscopy (SEM). More specifically, the generations for which a strong
modification of the enzyme activity was recorded were
analyzed i.e., the 20th generation (G20) and the 50th gen-
eration (G50). The SEM pictures revealed that two types
of morphologies were present at G0 after 5 h of cultiva-
tion (Fig. 5A) i.e., either very long (or dividing) cells and
sporulating cells. After cell sorting of the two subpopula-
tions at G0, the high subpopulation contained cells with
well-formed sporangia in central position (Fig. 5B). Some
sporulating cells were also observed in low subpopulation
but at an earlier sporulation stage (Fig. 5C). From G20
to G50, a predominance of the low subpopulation was
observed by flow cytometry, most of the cells being in the
vegetative state (at the same cultivation time) up to G50
(Fig. 5D). The cell sorting at G20 and G50 revealed the
predominance of the low subpopulation with vegetative
cells (Fig. 5E).hi The growth rate and the xylanase activity for each sub-
population were assessed in the presence of xylan. A
common feature observed for the two subpopulations
was the lag phase, which was very long, probably due
to the very low inoculum used after cell sorting. How-
ever, the lag phase was longer for the low subpopulation
(Fig. 6B). The growth began after 5 h for the high sub-
population and after 10 h of incubation for the low sub-
population. However, the duration of exponential growth
phase was similar for the two subpopulations. (3, 5 and
4 h for the low and high subpopulation respectively)
with growth rates of 0.55 ± 0.01 h−1 and 0.82 ± 0.02 h−1
respectively. Flow cytometry (FC) reveals two subpopulations exhibiting
different light scattering properties The orange and blue bars
represent the means of cells belonging to the low and high subpopulation respectively. The standard deviations are represented by white lines. The
evolution of the enzymatic activity expressed in IU/mg of proteins (green lines) is also presented Fig. 3 Evolution of cell percentage and xylanase activity for each subpopulation upon successive xylan cultivations. The orange and blue bars
represent the means of cells belonging to the low and high subpopulation respectively. The standard deviations are represented by white lines. The
evolution of the enzymatic activity expressed in IU/mg of proteins (green lines) is also presented subpopulation with cells exhibiting advanced sporulation
stage and the low subpopulation containing vegetative
cells.i cytometry analyses. Accordingly, microscopy analyses
will be considered in the next section. Cell sorting reveals that the high‑FSC subpopulations
contains cells at the onset of sporulation About the xylanase activity, an important difference
of xylanase activity was noticed at the beginning and
at the onset of the exponential phase. Statistical analy-
ses did not allow to conclude to a significant difference
(p = 0.127) but the means xylanase activity produc-
tion was 3.5-fold higher for the high subpopulation by
comparison with the production level of the low sub-
population at the beginning of the exponential phase
(~ 0.52 ± 0.00 IU/mL vs. ~ 0.15 ± 0.21 IU/mL for the These observations confirmed the morphological and
physiological diversification of the subpopulations upon
successive cultivations and the progressive decrease
of the high subpopulation. It also correlated the high Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 7 of 17 nd low subpopulations respectively) (Fig. 6C). At
d of the exponential phase, a difference between
o subpopulations was also observed as the xyla-
1.89-fold higher than the one observed for the low sub-
population. It was not a significant difference, but it
was more important than at the onset of sporulation
Physiological changes of T. xylanilyticus detected by flow cytometry on different substrates. The substrates considered are either xylan (A),
e (B) or wheat bran (C) Fig 4
Physiological changes of T xylanilyticus detected by flow cytometry on different substrates The substrates considered are either xylan (A) Fig. 4 Physiological changes of T. xylanilyticus detected by flow cytometry on different substrates. The substrates considered are either xylan (A),
glucose (B) or wheat bran (C) 1.89-fold higher than the one observed for the low sub-
population. It was not a significant difference, but it
was more important than at the onset of sporulation
(p = 0.0793). A sharp increase of xylanase production high and low subpopulations respectively) (Fig. 6C). At
the end of the exponential phase, a difference between
the two subpopulations was also observed as the xyla-
nase activity produced by the high subpopulation was Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 8 of 17 Fig. 5 Morphological changes along the generations. Cells were observed by SEM at magnification 1500-fold (1), 5000-fold (2) and 15,000-fold (3)
Generation 0 not sorted (A), generation 0 sorted to obtain high subpopulation (B), generation 0 sorted to obtain low subpopulation (C), G50 not
sorted (D) and G50 after cell sorting (E) Fig. 5 Morphological changes along the generations. Cell sorting reveals that the high‑FSC subpopulations
contains cells at the onset of sporulation Cells were observed by SEM at magnification 1500-fold (1), 5000-fold (2) and 15,000-fold (3). Generation 0 not sorted (A), generation 0 sorted to obtain high subpopulation (B), generation 0 sorted to obtain low subpopulation (C), G50 not
sorted (D) and G50 after cell sorting (E) Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 9 of 17 6 Characterization of the two subpopulations of T. xylanilyticus. Growth and flow cytometry profiles of generation 0 cultivations before cell
ing (A). The red boxes on the FSC-SSC dotplot represent the gates used for discriminating the two subpopulations; growth profiles of the
subpopulations (B); xylanase activities for the two subpopulations at different growth phases (C). The blue lines and bars represent the high
population, and the orange ones represent the low subpopulation Fi
6
Ch
t i
ti
f th t
b
l ti
f T
l
il ti
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th
d fl
t
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f
ti
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ll Fig. 6 Characterization of the two subpopulations of T. xylanilyticus. Growth and flow cytometry profiles of generation 0 cultivations before cell
sorting (A). The red boxes on the FSC-SSC dotplot represent the gates used for discriminating the two subpopulations; growth profiles of the
two subpopulations (B); xylanase activities for the two subpopulations at different growth phases (C). The blue lines and bars represent the high
subpopulation, and the orange ones represent the low subpopulation Fig. 6 Characterization of the two subpopulations of T. xylanilyticus. Growth and flow cytometry profiles of generation 0 cultivations before cell
sorting (A). The red boxes on the FSC-SSC dotplot represent the gates used for discriminating the two subpopulations; growth profiles of the
two subpopulations (B); xylanase activities for the two subpopulations at different growth phases (C). The blue lines and bars represent the high
subpopulation, and the orange ones represent the low subpopulation Page 10 of 17 Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories was observed between the end of exponential phase and
stationary phase (1.33 ± 0.5 IU/mL to 3.89 ± 0.14 IU/mL
and 2.52 ± 0.06 IU/mL to 4.43 ± 0.61 IU/mL for the low
and high subpopulations respectively) with the two sub-
populations exhibiting similar level of xylanase concen-
tration after this phase. The cell sorting confirmed then
the presence of different subpopulations related to xyla-
nase production. Cell sorting reveals that the high‑FSC subpopulations
contains cells at the onset of sporulation The difference is more noticeable with
the required time for the production and not the produc-
tion level itself. Indeed, both populations exposed xyla-
nase production, but it required more time for the low
population which needs to adapt its metabolism for pro-
duction when cultivated alone. after 42.7 generations (Fig. 7A). In contrast to the experi-
ments carried out on xylan, no significant loss of activity
was observed when xylan was replaced by glucose. The
level of xylanase activity was relatively high for all the
generations when glucose was used as the main carbon
source and subpopulations were switched to xylan at the
end of each cultivation cycle. Globally the production of
xylanase by T. xylanilyticus over successive cultivations
was stabilized when glucose was used as the main carbon
source (data from Additional file 3: Table S2, by compari-
son with data from Additional file 2: Table S1). i
The flow cytometry analyses performed during the suc-
cessive cultivations on glucose pointed out the presence
of the two previously observed subpopulations (low and
high) such as for the successive cultivations on xylan. Fig-
ure 7B showed that, at the beginning of the experiment,
the low subpopulation represented 73.36 ± 7.13% of the
total population. Over successive cultivations on glu-
cose, the percentage of cells into the high subpopulation
significantly increased up to 64.51% (p < 0.05) after 42.7
generations where the maximal level of xylanase activity
was obtained. On the opposite, successive cultivations on
xylan led to a drastic reduction of the high subpopulation. Improving the xylanase production based on a cheater
management strategy As shown in the previous section, the presence of a sub-
population exhibiting reduced extracellular enzyme pro-
duction during successive cultivations led to a global
decrease of xylanase production by T. xylanilyticus. This
low, non-producing, subpopulation was considered as a
cluster of cheater cells. In order to validate this hypoth-
esis, and as an attempt to control the occurrence of
cheater cells, successive cultivations on glucose instead of
xylan were considered. Indeed, glucose being a more eas-
ily usable carbon source, T. xylanilyticus does not require
xylanase for its growth with this carbon source. The strat-
egy was then to prevent the selection of one subpopula-
tion along generations by providing an important pool of
usable carbon source before switching to more complex
substrates requiring enzymes to produce a usable form
of carbon source. For this, T. xylanilyticus was cultivated
during the successive cultivations experiment on glu-
cose and carbon source shifts from glucose to xylan were
done to evaluate the impact on xylanase production. The
occurrence of the two subpopulations was done on flow
cytometry analyses and xylanase production was also
assessed (Additional file 3: Table S2 and Fig. 7).h Discussion Successive cultivation tests pointed out a population
degeneration effect at the level of extracellular xylanase
activity by T. xylanilyticus. This decrease was linked
with a significant drop at the level of the transcriptional
activity linked to this enzyme and was characterized for
the first time for this bacterium. This kind of produc-
tion decrease has already been observed for many other
microorganisms (bacteria and fungi) of industrial interest
[30]. The main question is to know whether this decrease
can be attributed to a global reduction of enzyme pro-
duction by all the cells within the population or due to a
subpopulation of cells. Single-cell analyses revealed that
two subpopulations were generated during the successive
cultivations on xylan i.e., a subpopulation exhibiting a
low FSC signal and the other exhibiting a high FSC signal. Such modulation of the FSC signal suggests a significant
alteration of the cellular morphology [31]. According to
microscopy observations, the high subpopulation com-
prised cells in a premature stage of sporulation (onset
to sporulation being triggered during the exponential
phase). Upon cell sorting and subcultivation, the high
subpopulation exhibited a shorter lag phase and an ear-
lier xylanase production, suggesting that these sporu-
lating cells are still able to produce the target enzyme. These differences at the level of the enzyme production
capability suggest that a cheating mechanism can be at
the origin of the population degeneration effect observed
during successive cultivation. The cheater phenotype is i
The growth rate on glucose at the beginning of the cul-
tivations (generation 0) was 0.87 ± 0.05 h−1 and did not
change significantly over the generations considering the
standard deviations (Fig. 7A). At the beginning of the cultivation, the measured
xylanase activity represented 217.07 ± 84.20 IU/mg of
proteins (values closed to the ones obtained at genera-
tion 0 on xylan successive cultivations, 141.36 ± 7.77 IU/
mg of proteins, considering the standard deviations). The xylanase enzymatic activity after the carbon source
switch (from glucose to xylan) over the different genera-
tions pointed out a stabilization of the production and
the enzymatic levels quantified were comprised between
217.07 ± 84.20 and 288.55 ± 10.70 IU/mg between gen-
erations 0 to 79.9 with a peak at 346.99 ± 47.07 IU/mg Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 11 of 17 Fig. Discussion xylanilyticus diversification at the population (A) and single-cell level (B) ig. 8 Model for T. xylanilyticus diversification at the population (A) and single-cell level (B) production from T. xylanilyticus along generations on
xylan (decrease of 88.86% after 23.5 generations); (2) the
presence of two different populations for this bacterium;
(3) the difference between the two populations (the low
population which is not sporulating but less producing
and the high population which is sporulating but more
producing) and the impact of balancing the two popu-
lation on the xylanase production (selection of the low
population along generations with xylanase production
decrease); (4) the impact of substrate switching (from
glucose to xylan) on populations stability according to
xylanase activity (increase of 1.54-fold) and stability of
this production with no more decrease of xylanase pro-
duction along generations. All these elements open up
new perspectives for the effective control of population
diversification, notably by using advanced single-cell
technologies. be easily detected based on single-cell technologies and
could be used as a proxy for detecting population degen-
eration. Some studies have already proven the presence
of sporulating cells or morphologically different cells
directly impacting the productivity of the process such as
Clostridia [34, 35]. This work is the first to study bacte-
rial subpopulations from an isogenic global population
and highlights their impacts on an hemicellulase pro-
duction. Some studies already exist for the application of
flow cytometry for the identification and cell sorting (by
FACS) of fungal cells (Aspergillus niger and Trichoderma
reesei) to detect cellulase activity and select improved
strains for cellulase production but not on hemicellu-
lase production. Moreover, this study provides a strat-
egy based on a cheater management which is a first for
improving xylan hydrolysis of lignocellulosic biomasses. Unlike fungal studies, it is not based on mutagenesis,
screening and cell sorting. This study is the first to date to highlight phenotypic
diversification process as being responsible for the pro-
gressive decrease in xylanase production by a thermo-
philic hemicellulolytic bacterium. Also, based on the
characterization of the diversification process, a mitiga-
tion strategy has been derived in order to force the pop-
ulation for producing the target enzyme. This strategy,
relying on the alternance between glucose and xylan, was
used effectively to mitigate the diversification of the pop-
ulation based on the FSC signal, leading to an improved
xylanase production during successive cultivation. Discussion 7 Thermobacillus xylanilyticus subpopulations evolution during glucose successive cultivations with xylanase activity being recorded after
xylan switching. Relative evolution of the growth rate (blue circles) and enzymatic activity after substrate switch (green squares) over generation (A);
evolution of cell subpopulations in percentage over generations after flow cytometry analyses (B). The xylanase activity was measured after a switch
of carbon source from glucose to xylan at the same growth stage (green lines in A and B) Fig. 7 Thermobacillus xylanilyticus subpopulations evolution during glucose successive cultivations with xylanase activity being recorded after
xylan switching. Relative evolution of the growth rate (blue circles) and enzymatic activity after substrate switch (green squares) over generation (A);
evolution of cell subpopulations in percentage over generations after flow cytometry analyses (B). The xylanase activity was measured after a switch
of carbon source from glucose to xylan at the same growth stage (green lines in A and B) phase. In this case, the premature sporulation can be
due to the metabolic burden carried by the non-cheating
cells. At the single-cell level, the picture is more complex
(Fig. 8B). First, if there is a need for a better characteri-
zation of the population dynamics, the transition rates
between the main phenotypes (either productive or non-
productive cells) and morphotypes (either sporulating or
non-sporulating cells) need to be quantified. Addition-
ally, a series of unknown remains i.e., some transitions
that have not been considered in the initial view of the
process (delineated by red arrows on Fig. 8B). However,
a common observation is that the “sporulating” state can prone to appear when microbial population relies on an
extracellular enzymatic production to degrade complex
substrates into an usable [32, 33]. In T. xylanilyticus case,
since xylanase is excreted to the extracellular medium,
some cells can avoid the metabolic burden associated
with the production of this enzyme but still take benefit
from the monomers released by the active members of
the population [19]. According to these observations, a preliminary model
can be advanced (Fig. 8). At the population level (Fig. 8A),
diversification and split into two subpopulations with dis-
tinct FSC properties are observed during the exponential Bouchat et al. Microbial Cell Factories (2022) 21:39 Page 12 of 17 Bouchat et al. Microbial Cell Factories B) Fig. 8 Model for T. xylanilyticus diversification at the population (A) and single-cell level (B Fig. 8 Model for T. Discussion This
strategy has been notably applied in adaptive evolution
studies by switching between cellobiose and glucose
in order to obtain Thermobifida fusca strain exhibit-
ing higher cellulase production [39]. In T. xylanilyticus
case, phenotypic diversification is more likely to occur,
and such strategy could be implemented into a more Advanced single-cell technologies could be imple-
mented in order to refine the resolution about microbial
population dynamics. Among them, single-cell cultiva-
tion microfluidics could be used for tracking cells and
determining more precisely the transition rate between
the different morphotypes [36]. Another alternative
would be to use automated flow cytometry and feedback
control. Such technologies have already been used for
characterizing population dynamics of Gram-negative
bacteria based on an approach called segregostat [37, 38]. Conclusionsh This study pointed out the importance of populations
diversification processes during long-time cultiva-
tion experiments. Four main observations can be high-
lighted: (1) the strain degeneration at the level of xylanase Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories Page 13 of 17 Fig. 9 Schematic representation of the successive cultivations experiment of Thermobacillus xylanilyticus Fig. 9 previous one. The successive cultivation was performed
every 5 h (Fig. 9). Each 4 cultivations (G20 or generation
23.5, G50 or generation 50.8, G80 or generation 80.3 and
G100 or generation 107.7 for xylan), a following of the
growth was done by measuring the OD600 nm. The growth
rate was calculated during the exponential phase with the
formula: µmax = ln (N2/N1)/t2 − t1 with N representing the
bacterial population (here the optical density measured)
and t the cultivation time. The generation numbers (n)
were directly calculated with the formula: n = T/g where
g represents the generation time (g = ln2/µmax) and T the
total cultivation time. Successive cultivations experiment
was performed in triplicate for 17 serial transfers (corre-
sponding to more than 100 generations). sophisticated control procedure relying on automated
single-cell measurement in order to prevent the appear-
ance of cheaters during successive or long-term continu-
ous cultivations. Strains and mediah Thermobacillus xylanilyticus XE9/11/91 isolated from
a farm soil under a manure heap in northern France,
already characterized by different studies and conserved
in glycerol at − 80 °C was used in this work. The bacte-
rium was cultivated on basal medium composed by three
different solutions, a macro-mineral solution, a vitamin
solution, and a metallic trace solution complemented
with NH4Cl (1 g/L), yeast extract (2 g/L), NaHCO3 and
supplemented with 10% CO2 as previously described by
[13]. Cultivation volumes are 10 mL or 50 mL of media
in sealed contents (100 mL or 500 mL bottles). Various
carbon sources were used: xylan from beechwood 5 g/L
(Roth), glucose 5 g/L (Sigma Aldrich) or destarched
wheat bran 10 g/L (ARD Pomacle-Bazancourt, France). For the followed generations, population analyses were
also done by cytometry, xylanase activity production and
the xylanase (tx-xyn11) gene expression measured. Fig-
ure 9 summarizes the main experiments performed dur-
ing the successive cultivations. Successive cultivations of Thermobacillus xylanilyticush To evaluate the xylanase activity secreted by T. xylani-
lyticus, for each followed generation, new 6 h (to reach
the early stationary phase) cultivations on xylan in 10
mL were prepared. At the end of the cultivations, sam-
ples were centrifuged at 3354×g for 10 min (Sorvall ST
8R centrifuge, Thermo Fisher Scientific) at 4 °C and the
supernatant was recovered. The xylanase activity was
determined in triplicate by using the reducing end sugars y
y
The strain was regenerated from glycerol stock and an
overnight non sporulated preculture (OD600 nm between
1.5 and 2) was prepared on glucose basal medium at
50 °C and 150 RPM in glucose basal medium with Multi-
tron shakers (Infors). The xylan media (in 50 mL volume)
were inoculated with the preculture to reach a start opti-
cal density of 0.1 for the cultivations start. The cultiva-
tion was done at 50 °C, 150 RPM during 5 h in xylan basal
medium. After 5 h, a new cultivation was started from the Page 14 of 17 Page 14 of 17 Bouchat et al. Microbial Cell Factories (2022) 21:39 Bouchat et al. Microbial Cell Factories (2022) 21:39 measurement according to the procedure described by
[40]. measurement according to the procedure described by
[40]. Quantitative PCR was realized with a QuantStudio™ 3
Real-Time PCR System (Applied Biosystems™) to deter-
mine the tx-xyn11 gene expression. Specific primers (for-
ward primer: GACGGCACGCAGACGTTCCA, reverse
primer: GCCTTCGGTTGCGAGCACCT) previously
described [42] was used and yielded a specific 162 bp
long product. Before utilization, the specificity of the
primers was tested and confirmed. Briefly, 0.1 mL of the supernatants (diluted or not) are
incubated in 0.9 mL beechwood xylan (Roth) at 0.5% w/v
homogeneously suspended in 50 mM sodium acetate
buffer (pH of 5.8) at 60 °C for 10 min. The reducing sugars
were measured by following the absorbance at 420 nm on
a Specord 200 Plus uv/vis spectrophotometer (Analytik
Jena) and by comparing the values with a standard curve
done with varying concentrations of xylose. The activity
was expressed in IU/mL. One international unit (IU) of
enzyme activity was defined as the quantity of enzyme
(xylanase) required to liberate one µmol of equivalent
xylose per minute at 60 °C. Measurements of the tx‑xyn11 gene expressionh The cultivation samples for gene expression (5 mL) were
centrifuged at 3354×g for 10 min (Sorvall ST 8R centri-
fuge, Thermo Fisher Scientific) at 4 °C. Cell pellets were
kept in 1.5 mL of RNAlater at − 80 °C before the analyses. The cells pellets were used for RNA extraction with RNe-
asy Mini Kit (Qiagen) by following the supplier recom-
mendations. The obtained RNA solutions were treated
with RNase-Free DNase Set (Qiagen) to prevent the pres-
ence of DNA in the samples. Absence of DNA was veri-
fied by polymerase-chain reaction with DreamTaq™ Hot
Start Green PCR Master Mix (Thermo Fisher Scientific)
by using specific primers for tx-xyn11 gene, followed by
electrophoresis migrations on RNase-free TBE buffer
1× agarose gel 1% (Mupid® One Electrophoresis System,
Eurogentec). The RNA concentrations were determined
using a Qubit™ Fluorometer and Qubit® RNA Assay Kit
(Invitrogen). First strand cDNAs were synthesized by using Super-
Script® IV First-Strand cDNA Synthesis Reaction kit
(Thermo Fisher Scientific) with 500 ng of total RNA in
presence of random hexamer primers (50 µM), DNTP
mix (0.5 mM of each), 1× SuperScript IV buffer, DTT
(100 mM), RNAseOUT™ Recombinant RNase Inhibi-
tor (2 U/µL) and 800 U (or 40 U/µL) of Superscript IV
reverse transcriptase in a final volume of 20 µL. The syn-
thesis was done at 23 °C for 10 min followed by a step at
52.5 °C for 10 min. An inactivation was done at 80 °C for
10 min. The generated cDNAs were kept at − 80 °C until
utilization. Successive cultivations of Thermobacillus xylanilyticush i
The amplifications were performed in 15 µL final vol-
ume containing 7.5 µL of Absolute Blue qPCR SYBR
green low ROX mix (Thermo Fisher Scientific), 1.4 µL
of primers mix (280 nM), 1.1 µL of DNase/RNase-free
water and 5 µL template cDNA (10-fold diluted). µ
p
The PCR program was the following: an initial dena-
turation of 95 °C for 15 s followed by 40 cycles of 95 °C
for 10 s, 60 °C for 45 s with a single fluorescence meas-
urement before an elongation step of 72 °C for 30 s. The
specificity of the PCR products was confirmed by melt-
ing curve analysis (after a step at 95 °C for 15 s, the melt-
ing curve analysis was performed between 60 and 95 °C
with a heating rate of 0.1 °C/s). Different non-template
controls and positive controls (with genomic DNA of T. xylanilyticus) were also included to confirm the specific-
ity of the reactions. The tx-xyn11 transcripts were nor-
malized by using the expression of T. xylanilyticus 16 S
rRNA gene amplified by using the specific primers (for-
ward primer: CGCGAGCGACGCAATCCCA, reverse
primer: CGGTTACCCCACCGGCTTCG). For the rela-
tive expression of tx-xyn11 gene, calculation was done
using the 2−∆∆Ct method [43]. For the quantification of
tx-xyn11 transcripts over generations, the expressions of
tx-xyn11 at the beginning of the successive cultivations
(generation 0) were used as reference samples. In order
to compare, the expression of tx-xyn11 gene between
glucose and xylan successive cultivations, the reference
sample was defined as the first cultivation on glucose. The results were expressed as the fold increase of mRNA
level over the reference samples. Quantitative PCR
was realized in triplicates for each sample of successive
cultivations. The IU values were normalized with the quantity (in
mg) of total protein in the supernatants. The concentra-
tions of total protein in the samples were determined by
the Bradford procedure [41] with a commercial reagent
5× (Serva) as recommended by the supplier. After nor-
malization, the activity was expressed in IU by milligrams
of total proteins (IU/mg). Statistical testshf The different results of growth, xylanase activities, cell
percentage and tx-xyn11 gene expression were com-
pared for the different generations by statistical analysis
with Student’s test from MATLAB statistics and machine
learning toolbox. Differences were considered significant
for p ≤ 0.05. The same statistical analyses were performed
to compare the two subpopulations after cell sorting. Scanning electron microscopy analyses During the followed successive cultivations, samples
were taken before and after the cell sorting for analy-
ses. Before the cell sorting, drops of 20 µL were dried on
glass coverslip. After the cell sorting, 10 mL of different
sorted populations (at 500 cells by µL corresponding to
5 × 106) were concentrated by centrifugation at 16,000×g
for 40 min. The cell pellets were solubilized in 500 µL and
22.5 µL drops were dried on glass slide (corresponding to
225,000 cells). Samples were also analyzed after staining with Bac-
Light™ RedoxSensor™ Green (RSG, 1 µM) or propidium
iodide (PI, 10 mg/L) (Invitrogen) to detect the metabolic
activity and the membrane permeability respectively [37,
44]. After 488 nm laser excitation, green fluorescence
were collected at 525 nm ± 30 nm for RSG (FL1-A) and
the red fluorescence signal at 670LP (FL3-A) for PI. l
Cells were also analyzed at different growth phases
(exponential phase, stationary phase and sporulation) on
different carbon sources (glucose, xylan and destarched
wheat bran) with the same cytometric parameters. After drying, glass slides were washed 2-times in 1×
PBS, then fixed in 2.5% (W/V in PBS) glutaraldehyde
(Sigma-Aldrich) at room temperature for 1 h. After 2
distilled water washing, cells were dehydrated at room
temperature in graded ethanol solutions (50, 70, 90, and
twice with absolute ethanol) for 10 min and in a solution
of ethanol (100%)/hexamethyldisilazane (V/V) for 5 min. Glass slides were finally desiccated with one final drop of
HMDS. After air-drying at room temperature, samples
were sputtered with a thin gold–palladium film using
a JEOL ion sputter JFC 1100 instrument. Samples were
then observed using a Schottky Field Emission Scanning
Electron Microscope (JEOL JSM-7900 F). Successive cultivation on glucose
l
l Successive cultivations were also performed by using
glucose as carbon source during 80 generations. For the
generations 23.9, 42.7, 62.9 and 79.9 (due to a different
growth rate than on xylan), a switch of the carbon source
between glucose and xylan was performed and the same
analyses (flow cytometry and xylanase activity) as those
for xylan successive cultures were done. 5 × 106 events were collected for each population
and the rate of sorting was around 2500 events/s with a
70 μm nozzle. Each cell sorting was performed in tripli-
cate. The events were collected in 10 mL of PBS 1×. To
check for a correct cell sorting, an analysis of each popu-
lation collected was done with BD Accuri™ C6 plus flow
cytometer. Each population solution was then centri-
fuged at 12,108×g (Sorvall ST 8R centrifuge, Thermo Sci-
entific) for 30 min at room temperature. The cell pellet
conserved in 100 µL of 1× PBS was solubilized with 1 mL
of xylan basal medium. All the cell solution was used to
inoculate a new cultivation on xylan and characterize the
separated populations. Population analyses by flow cytometryf Population analyses at the different generations described
above (for the successive cultivations) were done by flow
cytometry with a BD Accuri™ C6 (BD Biosciences) using
the MOBICYTE core facilities (University of Reims
Champagne-Ardenne). The analytical parameters were
flow rate of 35 µL/minute, core size of 16 μm and the
threshold were down to 30,000 in FSC-H. 20 000 cells
were collected for each sample.f Samples taken at different generations (5 mL) were
filtered with 5 μm cellulose syringe filters and diluted Bouchat et al. Microbial Cell Factories (2022) 21:39 Page 15 of 17 ST 8R centrifuge, Thermo Scientific). The supernatants
were used for the measurements of xylanase activity and
protein contents according to the procedures described
above. with PBS 1× to reach maximum 2500 detected events/s
(and events/µL) to prevent doublet reading. Samples
were analyzed first unstained, and populations were
detected by the forward and scatter signals (respectively
FSC-A and SSC-A) to determine cell percentage of each
detected population with a gating at 30 000 in FSC-A. The BD CSampler Software was used to acquire and treat
the cytometric data. Cultivations of the sorted populations Population cultivations were performed as described in
the previous parts for 19 h. The growth was followed with
regular measurement of the OD600 nm. At the different
growth phases determined (lag, beginning and end of the
exponential phase and stationary phase), samples of 5 mL
were taken and centrifuged at 3354×g for 10 min (Sorvall Cell sortingh The cell sorting was realized from T. xylanilyticus culti-
vated on xylan basal medium at the generation 0 but also
along generations (G20 and G50). The cell sorting was
performed with a BD FACSAria™ II Cell Sorter coupled
with the BD Accuri™ C6 Plus flow cytometer from the
URCACyt technical platform facilities. In order to standardize the signals of the BD Accuri™
C6 Plus flow cytometer and BD FACSAria™ II cell sorter,
an analysis of 2.5 μm microbeads (BD Biosciences) was
done with both systems. FC: Flow cytometry; FSC: Forward scatter; GH: Glycoside hydrolase; HMDS:
Hexamethyldisilazane; IU: International unit; OD: Optical density; PBS: Phos-
phate buffer solution; PCR: Polymerase chain reaction; PI: Prodipidum iodide; Abbreviations FC: Flow cytometry; FSC: Forward scatter; GH: Glycoside hydrolase; HMDS:
Hexamethyldisilazane; IU: International unit; OD: Optical density; PBS: Phos-
phate buffer solution; PCR: Polymerase chain reaction; PI: Prodipidum iodide; Page 16 of 17 Page 16 of 17 Bouchat et al. Microbial Cell Factories (20 (2022) 21:39 RSG: RedoxSensor Green; SEM: Scanning electron microscopy; SSC: Side
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using real-time quantitative PCR and the 2−∆∆CT method. Methods. 2001;25:402–8. •
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Ikonologiczne inspiracje w badaniu kultury współczesnej
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Humaniora. Czasopismo Internetowe
Nr 4 (16)/2016, ss. 25–37 Humaniora. Czasopismo Internetowe
Nr 4 (16)/2016, ss. 25–37 jacek zydorowicz
Uniwersytet im. Adama Mickiewicza w Poznaniu
Instytut Kulturoznawstwa
e-mail: jacek.zydorowicz@amu.edu.pl 2 Tak czy owak efekty pracy naukowej coraz częściej lądują dziś w sieci niż w drukarniach.
Może się jednak okazać, że jedynie do pewnego momentu medium to będzie tolerować klasyczne
e-booki przyjazne dla domowych drukarek. Internet przynosi nowe wyzwania i konieczność
adaptacji do obowiązującej netykiety, logiki i obrazowej estetyki medium. W perspektywie
tychże wyzwań znajdą się zatem rozmaite problemy związane z owym dopasowaniem. Nie są
to jednak bariery, a właśnie wyzwania. Warto bowiem zauważyć, że przechodzenie z klasycznej, Ikonologiczne inspiracje
w badaniu kultury współczesnej Abstract. There are many perspectives, turns, tendencies and paradigms in the history of
cultural studies. Notwithstanding the considerable advance in civilization, there are also
such viewpoints which draw on the iconological traditions worked out in earlier centuries. The contemporary reflection on visual culture makes references to such figures as Erwin
Panofsky or Aby Warburg. The proclamation of the so called iconic turn in the humanities
by W. J. T. Mitchell provoked many novel debates focused on the domination of images and
various aspects of visual communication. It is worth stressing that apart from meta-dis
courses, there started to emerge methodologies which made it possible to apply those
theories in the research practice. This resulted in the emergence of such subdisciplines as
visual sociology and visual anthropology and gave an opportunity the transdisciplinary
testing of a new repertoire of research tactics based on images (photo/video essays, vid
eo/photographic documentation, photoblog analyses, ethnography/sociology of the media
etc.). It must be also noticed that the enthusiasts of those methods have a considerable
awareness of the existence of many traps and limitations and the fact that solving one
problem often leads to dozens of other problems. Keywords: visual studies, iconology, iconography, visual sociology, visual anthropology,
imagology, iconic turn R
ozmaite (tak współczesne, jak i historyczne) formy praktyk kulturowych – czy
się to akademikom podoba, czy nie – są mocno zakorzenione w wizualności. Ktokolwiek jednak spróbuje zbliżyć się do zdefiniowania zjawiska obrazowości
– utrzymuje William John Thomas Mitchell – nieuchronnie odkryje dwa fakty: po R – utrzymuje William John Thomas Mitchell – nieuchronnie odkryje dwa fakty: p 26 j a c e k z y d o r o w i c z pierwsze, zobaczy niezwykłą różnorodność przedmiotów określanych mianem
obrazów (przedstawienia wizualne, pomniki, złudzenia optyczne, mapy, schematy,
halucynacje, wspomnienia, myśli, spektakle, projekcje), po drugie, zrozumie, że
nazywanie tych wszystkich zjawisk obrazami nie musi oznaczać, że cokolwiek
je łączy1. Nie sposób jednocześnie zadowolić się konstatacją o niemożności
spójnego uchwycenia tych zjawisk. Stawką jest bowiem istotna refleksja nad ko
munikowaniem i symbolizowaniem. Stąd pośród rozmaitych dyscyplin (i działań
interdyscyplinarnych) na polu badań kultury da się zauważyć pewne ożywienie. Z zainteresowaniem wzajemnym krzyżują się tu perspektywy antropologów,
kulturoznawców, medioznawców, socjologów, psychologów, kognitywistów czy
historyków sztuki. Analizy zjawisk kulturowych przeprowadzane tu są de facto
za pomocą gotowych narzędzi, jakimi wyżej wymienieni dysponują. 1 W. J. T. Mitchell, Iconology, Image, Text, Ideology, University of Chicago Press, Chicago
1986, s. 9. Ikonologiczne inspiracje
w badaniu kultury współczesnej Jednakże –
jak to w przypadku badań interdyscyplinarnych bywa – wcale nie musi chodzić
o wypracowanie jakiegoś konsensusu. Ujmując rzecz w nieco foucaultowskim
duchu, tu i ówdzie pojawiają się również spory o reżimy produkcji wiedzy/władzy,
dominację, kontrolę i legitymizację. Kultura obrazu z definicji doskonale wpisuje
się w ten panopticon relacji władza – wiedza. Jej możliwości manipulowania sferą
światopoglądową są dość powszechnie znane. Rzecz w tym, aby podchodzić do
badań, mając te uwarunkowania na względzie. Należy tu nadmienić, że wprawdzie
studia wizualne (visual studies) niespecjalnie roszczą sobie pretensje do bycia
kolejną „twardą” dyscypliną badawczą, lecz z pewnością nie cechuje ich metodo
logiczny nihilizm. Niniejszy szkic ma być właśnie próbą „spojrzenia z ukosa”: jak
stosunkowo młoda dziedzina wiedzy radzi sobie z wyzwaniami współczesności,
dynamicznie dopasowując tradycyjne i utrwalone teorie ikonologiczne do nowych
metod i podejść nierzadko eksperymentujących. Obraz nie od dziś mediuje między różnymi wymiarami rzeczywistości, jednak
sfera informacyjna w dzisiejszych mediach elektronicznych jest wyraźnie przezeń
zdominowana. Nawet audycje radiowe w wydaniu internetowym coraz bardziej
przypominają telewizję. Media się hybrydyzują i niespecjalnie należy boleć nad
jakąś utratą integralności ich dotychczasowych tożsamości. Nie chodzi przy tej
okazji o wzniecanie na nowo dysputy nad dylematem, czy słowo i obraz są dziś
równymi partnerami w produkcji wiedzy o świecie. Stare chińskie przysłowie
mówi: „jeden obraz wart tysiąca słów” – czy jesteśmy w stanie zaryzykować
„lustrzaną” tezę, że oto jedno zdanie może być warte tysiąca obrazów?2 Złośliwi Ikonologiczne inspiracje w badaniu kultury współczesnej 27 powiedzą, że komunikacyjne operowanie na obrazkach warte było uwagi w cza
sach, gdy większość stanowili analfabeci – by przywołać choćby biblię pauperum. Tymczasem tworzenie i interpretowanie wizerunków to pełnoprawny aspekt sfery
komunikacyjnej, i jako taki od zarania dziejów domagał się stosownych kodyfikacji. Oprócz przeglądu rozmaitych historycznych i współczesnych podejść do ba
dania obrazów warto jednak postawić pytanie natury stricte pragmatycznej: czy
i jak metody badań wizualnych mogą przydać się w warsztacie badacza kultury
współczesnej? Na pierwszą część pytania odpowiadam twierdząco, na drugą –
postaram się w największym skrócie odpowiedzieć w tym tekście, przywołując
wybrane strategie i taktyki badawcze. powiedzą, że komunikacyjne operowanie na obrazkach warte było uwagi w cza
sach, gdy większość stanowili analfabeci – by przywołać choćby biblię pauperum. Tymczasem tworzenie i interpretowanie wizerunków to pełnoprawny aspekt sfery
komunikacyjnej, i jako taki od zarania dziejów domagał się stosownych kodyfikacji. Ikonologiczne inspiracje
w badaniu kultury współczesnej Oprócz przeglądu rozmaitych historycznych i współczesnych podejść do ba
dania obrazów warto jednak postawić pytanie natury stricte pragmatycznej: czy
i jak metody badań wizualnych mogą przydać się w warsztacie badacza kultury
współczesnej? Na pierwszą część pytania odpowiadam twierdząco, na drugą –
postaram się w największym skrócie odpowiedzieć w tym tekście, przywołując
wybrane strategie i taktyki badawcze. linearnej struktury narracyjnej na hipertekst nie będzie najtrudniejsze. Jest to zwyczajnie dosko
nalsza wersja tradycyjnych gloss i przypisów, co więcej, pewne nawyki internauci zdążyli już
z powodzeniem nabyć. Co natomiast wydarzyć się może w warstwie wizualnej? Czy dyskurs
naukowy skieruje się w stronę komiksu jak w przypadku rozprawy doktorskiej Nicka Sousanisa?
(w 2015 r. na Columbia University przedstawił on dysertację zatytułowaną Unflattening; praca
dotyczyła właśnie związków słowa i obrazu w literaturze, przy tym jej nowatorstwo polegało
na ujęcie całości w formę komiksu, a ściślej powieści graficznej – graphic novel). Tradycyjnie
usposobieni badacze nie powinni jednak wpadać w panikę – nie chodzi o defensywę języka
werbalnego, lecz o jego stosowne wsparcie ze strony obrazów. Kierunkiem pożądanym byłoby
zatem z jednej strony „myślenie obrazami” już na etapie badań, z drugiej uatrakcyjnienie (i swo
ista „esencjalizacja”) sposobów prezentacji ich wyników. 3 Pełna wersja tytułu sugeruje to bowiem dość jednoznacznie: Ikonologia albo Opis Wize
runków uniwersalnych, wydobytych z zabytków starożytności i z innych miejsc (...) Dzieło tyleż
przydatne, co i niezbędne Poetom, Malarzom i Rzeźbiarzom przy przedstawianiu cnót, przywar,
afektów i namiętności ludzkich. 1. Prekursorzy ikonologii Od czasów prehistorycznych malowideł naskalnych obrazowe komunikaty czło
wieka stanowiły istotny element jego ekspresji. Tak przedstawienia obrazowe, jak
i pismo piktograficzne tworzyły komunikaty do interpretowania. W XV wieku
odkryto traktat greckiego filozofa Horapollona (V/VI wieku n.e.) pt. Hierogly
phica, w którym zawarte zostały rozmaite spekulacje m.in. wokół egipskich
hieroglifów oraz innych symboli i alegorii (np. ze starożytnej Grecji). Na gruncie
średniowiecznego chrześcijaństwa nie brakowało również rozmaitych ksiąg obja
śniających atrybuty świętych na obrazach czy też bestiariuszy. W 1593 r. wydana
została Ikonologia Cersarego Ripy (Iconologia overo Descrittione dell’Imagini
universali). Dla ścisłości – w tejże rozprawie nie chodziło o ikonologię w znaczeniu
nadanym później przez Erwina Panofsky’ego, gdyż była ona raczej rozbudowanym
katalogiem alegorii, swoistym wizualnym słownikiem czy wręcz poradnikiem
dla artystów3. Pierwsze wydanie miało charakter wyłącznie tekstowy, ale wydana
wkrótce druga edycja zawierała już mnogość drzeworytów. linearnej struktury narracyjnej na hipertekst nie będzie najtrudniejsze. Jest to zwyczajnie dosko
nalsza wersja tradycyjnych gloss i przypisów, co więcej, pewne nawyki internauci zdążyli już
z powodzeniem nabyć. Co natomiast wydarzyć się może w warstwie wizualnej? Czy dyskurs
naukowy skieruje się w stronę komiksu jak w przypadku rozprawy doktorskiej Nicka Sousanisa? (w 2015 r. na Columbia University przedstawił on dysertację zatytułowaną Unflattening; praca
dotyczyła właśnie związków słowa i obrazu w literaturze, przy tym jej nowatorstwo polegało
na ujęcie całości w formę komiksu, a ściślej powieści graficznej – graphic novel). Tradycyjnie
usposobieni badacze nie powinni jednak wpadać w panikę – nie chodzi o defensywę języka
werbalnego, lecz o jego stosowne wsparcie ze strony obrazów. Kierunkiem pożądanym byłoby
zatem z jednej strony „myślenie obrazami” już na etapie badań, z drugiej uatrakcyjnienie (i swo
ista „esencjalizacja”) sposobów prezentacji ich wyników. j
j
) p
p
j
y
3 Pełna wersja tytułu sugeruje to bowiem dość jednoznacznie: Ikonologia albo Opis Wize
runków uniwersalnych, wydobytych z zabytków starożytności i z innych miejsc (...) Dzieło tyleż
przydatne, co i niezbędne Poetom, Malarzom i Rzeźbiarzom przy przedstawianiu cnót, przywar,
afektów i namiętności ludzkich. 28 j a c e k z y d o r o w i c z Można tu zaryzykować tezę, że historia komunikacji zatoczyła swoiste koło – od
obrazu poprzez abstrakcyjne idee i pojęcia, aż do ponownej potrzeby obrazowego
zilustrowania tychże pojęć. Przytoczone dotąd dzieła miały w swych ambicjach
raczej charakter ikonograficzny, stanowiły bowiem kompendia wiedzy koniecz
nej do dekodowania obrazowego uniwersum. 4 A. Zeidler-Janiszewska, O tzw. zwrocie ikonicznym we współczesnej humanistyce. Kilka
uwag wstępnych, „Dyskurs” 4, s. 151, http://www.asp.wroc.pl/dyskurs/Dyskurs4/AnnaZeidler
Janiszewska.pdf [20.12.2016]. 1. Prekursorzy ikonologii Poważniejszy krok od ikonografii
ku ikonologii poczynił dopiero niemiecki historyk sztuki i teoretyk kultury Aby
Warburg (1866-1929), a kroki dalsze były już dziełem jego ucznia Erwina Pano
fsky’ego (1882-1968). W książce Studies in Iconology (1939) wyłożył on swą
metodę trójstopniowej analizy dzieła sztuki. W tymże ujęciu etap pierwszy miał
stanowić opis preinkonograficzny, a zatem dostrzeżenie form tworzących rozma
ite konfiguracje obiektów. Upraszczając nieco: chodziło o wstępne (bazujące na
zwykłym, życiowym doświadczeniu) rozpoznanie, jakie obiekty i sytuacje widać
na obrazie. W stadium drugim miała następować analiza ikonograficzna, czyli
przypisanie owym obiektom i sytuacjom konwencjonalnych znaczeń w oparciu
o zidentyfikowanie ich np. jako personifikacji czy alegorii. Ostatni etap, czyli
analiza ikonologiczna, wymagał już czegoś, co można by ująć jako erudycja – tak
wizualna, jak i pojęciowa. Panofsky określał ją mianem „intuicji syntetyzującej”,
rozumianej jako „obycie z głównymi tendencjami ludzkiego ducha”. W tej fazie
bowiem najsilniejszy akcent położono na kulturowy kontekst, czyli podłoże dzieła
(filozoficzne, religijne, historyczne, regionalne, narodowe etc.). 2. Zwrot ikoniczny w humanistyce Tak się składa, że historię refleksji nad kulturą skłonni jesteśmy ujmować w kate
gorii rozmaitych „zwrotów”. Jak pisze Anna Zeidler-Janiszewska, zwroty te [...] rekonfigurują pola badawcze, implikują nieoczekiwane zerwania i nowe sojusze,
skłaniają do reinterpretacji tradycji myślowych. Dzieje się tak przynajmniej od czasu
zwrotu lingwistycznego. Dwa ostatnie zwroty, krytyczne wobec dominacji perspektywy
lingwistycznej w różnych dziedzinach badań nad kulturą (czy to w wersji struktural
no-semiotycznej, czy dekonstrukcyjnej), odwołują się zarazem do diagnoz kultury
współczesnej, która z jednej strony eksponuje rysy performatywne (stąd zwrot performa
tywny), z drugiej natomiast – od dawna, tj. od czasów wynalezienia fotografii i technik
masowej reprodukcji – nasyca się coraz bardziej różnego pochodzenia obrazami (stąd
zwrot wizualny czy ikoniczny)4. Od zdiagnozowania symptomów takiego zwrotu do względnego utrwalenia
niezależnej dyscypliny badawczej potrzeba jednak czasu. W marcu 1992 r. w cza Ikonologiczne inspiracje w badaniu kultury współczesnej 29 sopiśmie „ArtForum” pojawił się artykuł pt. The Pictorial Turn5. Jego autor, W.J.T. Mitchell, postanowił w znaczącym stopniu zakwestionować dominację strategii
i metod badawczych ukształtowanych wokół zwrotu lingwistycznego. Ostrze
jego krytyki wymierzone było przeciwko „ikonoklastycznemu” uprzywilejowa
niu tekstów względem obrazów. Ponowne odkrycie obrazu miało służyć m.in. przemyśleniu na nowo jego statusu oraz poszukiwaniu nowych metod analizy
i krytyki w obszarze wizualności. Tych ostatnich upatrywał właśnie w obszarze
przepracowywanej przez siebie tradycji ikonologicznej. W późniejszej książce
Picture Theory6 koncentrował się właśnie na mechanizmach wytwarzania znaczeń
przez obrazy, a także ich działaniu i cyrkulacji w kulturowych obiegach. W do
tychczasowych logocentrycznych teoriach obrazy stanowiły co najwyżej ilustrację
dla wyrażanej tekstem myśli. Tymczasem sięgając do greckiej etymologii, teoria
znaczy tyle, co patrzeć, a idea – widzieć. Mitchell poszukiwał więc sposobów
na zwiększenie autonomii tego, co wizualne w zakresie nowych „gramatyk” dla
filozoficznej refleksji. Tak pojęty obraz stałby się na nowo istotnym mediatorem
pomiędzy podmiotem a światem. Dyskusja wokół studiów wizualnych i zwrotu ikonicznego wzbudzała spore
zainteresowanie, jednak wbrew pozorom nie była pozbawiona punktów zapalnych. Czasopismo „October” poświęciło jeden z numerów właśnie tej problematyce,
gdzie polemiczny głos zabrała Rosalind Krauss7. Nawiązując m.in. do Rolanda
Barthes’a, stanęła ona w obronie intelektualnej spuścizny po zwrocie lingwistycz
nym. W duchu krytycznym odniosła się natomiast do powszechnej nadprodukcji
obrazów przez media masowe, które zabijają w odbiorcy zmysł zdystansowanego
krytycznego osądu zjawisk. Krauss przy okazji dotknęła również innego czułego
punktu – kwestii humanistyki zaangażowanej. 5 W. J. T. Mitchell, The Pictorial Turn, „ArtForum”, March 1992, s. 89 nn.
6 W. J. T. Mitchell, Picture Theory. Essays on Verbal and Visual Representation, University
of Chicago Press, Chicago 1994.
7 R. Krauss, Welcome to the Cultural Revolution, „October” vol. 77, Summer 1996, ss. 83-96.
8 Por. F. Jameson, Postmodernizm, czyli logika kulturowa późnego kapitalizmu, Wyd. Uni
wersytetu Jagiellońskiego, Kraków 2011. 5 W. J. T. Mitchell, The Pictorial Turn, „ArtForum”, March 1992, s. 89 nn. 2. Zwrot ikoniczny w humanistyce Parafrazując nieco Fredrica Jameso
na, zasugerowała, że visual studies wcale nie muszą być tak radykalne i rewolucyjne
(jak same chciałyby o sobie myśleć), gdyż w pewien sposób ideologicznie repli
kują konsumpcyjną logikę kapitalizmu8. Niejako w kontrapunkcie do tej krytyki
można jednak powiedzieć, że ten sam pakiet zastrzeżeń dałoby się sformułować
np. względem artystów pop-artu, a jednak sztuka ta potrafiła skutecznie się obro
nić, wytwarzając niezbędną warstwę postawy ironicznej. Jednocześnie wiemy
o powszechnym przekonaniu, że artystom w diagnozowaniu świata wolno więcej
niż badaczom: sztuka może sobie być zaangażowana, krytyczna, afirmatywna
bądź ironiczna. 30 j a c e k z y d o r o w i c z Czy zatem faktycznie stoimy przed zagrożeniem, że oto ideologów zastąpią
dziś sprytni (i równie żądni władzy) imagolodzy? Wszak od zawsze obrazowy
język sztuki utrwalał lub wzmacniał jakiś określony dla danej kultury porządek
symboliczny, dokonując tym samym waloryzacji panujących światopoglądów. Analizując te imagologiczne zagadnienia, Grzegorz Dziamski odsyła nas najpierw
do diagnoz Milana Kundery zawartych w Nieśmiertelności, a dalej do Marka C. T
l
i E
S
i
Ci
i
ili
ć
i
l
ii j k Czy zatem faktycznie stoimy przed zagrożeniem, że oto ideologów zastąpią
dziś sprytni (i równie żądni władzy) imagolodzy? Wszak od zawsze obrazowy
język sztuki utrwalał lub wzmacniał jakiś określony dla danej kultury porządek
symboliczny, dokonując tym samym waloryzacji panujących światopoglądów. Analizując te imagologiczne zagadnienia, Grzegorz Dziamski odsyła nas najpierw
do diagnoz Milana Kundery zawartych w Nieśmiertelności, a dalej do Marka C. Taylora i Esy Saarinena. Ci ostatni postanowili stworzyć zarys imagologii jako
filozofii mediów, która nie tylko diagnozowałaby świat, ale również aktywnie
i krytycznie uczestniczyła w jego przekształcaniu. Taylor powiada: Taylora i Esy Saarinena. Ci ostatni postanowili stworzyć zarys imagologii jako
filozofii mediów, która nie tylko diagnozowałaby świat, ale również aktywnie
i krytycznie uczestniczyła w jego przekształcaniu. Taylor powiada: [...] dostrzegamy radykalną zmianę i odnajdujemy w niej bogate możliwości [...]. Dlatego nasze zadanie jest podwójne: uświadamiać i przełamywać opory tych, którzy
nie są świadomi zmiany lub jej się przeciwstawiają, a jednocześnie rozwijać krytycz
ną świadomość i wzmacniać twórczy sprzeciw tych, którzy są całkowicie zanurzeni
w nowoczesnym świecie9. [...] dostrzegamy radykalną zmianę i odnajdujemy w niej bogate możliwości [...]. Dlatego nasze zadanie jest podwójne: uświadamiać i przełamywać opory tych, którzy
nie są świadomi zmiany lub jej się przeciwstawiają, a jednocześnie rozwijać krytycz
ną świadomość i wzmacniać twórczy sprzeciw tych, którzy są całkowicie zanurzeni
w nowoczesnym świecie9. 9 M. C. Taylor, E. Saarinen, Imagologies. Media Philosophy, Routledge, London 1994,
cyt. za: G. Dziamski, Lata dziewięćdziesiąte, Wyd. Galerii Miejskiej Arsenał, Poznań 2000,
ss. 183-184.
10 M. Bal, Wizualny esencjalizm i przedmiot kultury wizualnej, „Artium Quaestiones” XVII,
Poznań 2006, s. 295.
11 Ibidem, s. 318. 15 Por. m.in.: M. Bogunia-Borowska, P. Sztompka (red.), Fotospołeczeństwo. Antologia
tekstów z socjologii wizualnej, Znak, Kraków 2012; P. Sztompka, Socjologia wizualna jako
metoda badawcza, Wyd. Naukowe PWN, Warszawa 2005; M. Krajewski, R. Drozdowski, Za
fotografię! W stronę radykalnego programu socjologii wizualnej, Wyd. Bęc Zmiana, Warszawa
2010; J. Kaczmarek (red.), Do zobaczenia. Socjologia wizualna w praktyce badawczej, Wyd.
Naukowe UAM, Poznań 2008; J. Kaczmarek (red.), Kadrowanie rzeczywistości. Szkice z socjo
logii wizualnej, Wyd. Naukowe UAM, Poznań 2004. 2. Zwrot ikoniczny w humanistyce W tym ujęciu imagolog byłby figurą podwójną: badaczem obrazów i osobą
wypowiadającą się za ich pomocą. Tak zaprojektowana filozofia mediów miałaby
być z jednej strony krytyką myślenia „uwięzionego w abstrakcyjnych schematach”,
z drugiej – dostosowaniem krytycznego dyskursu do komunikacyjnych praktyk
nowych mediów. Tym samym filozof musi włączyć się w proces produkcji ob
razowej i symbolicznej, wejść w krwiobieg kultury, zanurzając się w strumienie
mediów masowych i logikę rynku. Oczywiście nie należy się w tym zatracić na
tyle, by po drodze utożsamić kulturę wizualną (jako przedmiotu badań) ze studiami
wizualnymi. Jak powiada Mieke Bal: „Nie można wydobyć się samemu z bagna,
ciągnąc za własne włosy”10. W jej ujęciu pojęcie kultury jest zmienne, zróżnico
wane, uwikłane w praktyki władzy i oporu, zaś termin „wizualny” siłą rzeczy musi
być nieczysty, dyskursywny, synestetyczny. Zatem by zrozumieć „kulturę”, należy
wyjść od „zrozumienia dyskursu, w którym używane jest to słowo lub jego dery
waty, synonimy lub wyrazy pokrewne. W tej perspektywie izolowanie wizualności
według przedmiotów, które są wizualne, samo uczestniczy w strategii dominacji”11. i Do problematyki zwrotu ikonicznego nawiązuje również niemiecki filozof
i historyk sztuki Gottfried Boehm. Wychodząc z tradycji hermeneutycznej, zapro
ponował on teoretyczne zaplecze dla Bildwissenschaften (nauk o obrazie) – choć
sam preferował określenie „krytyka obrazu”. W tym kontekście interesują go za
równo obrazy, jak i kulturowe konteksty patrzenia i przedstawiania. Zadaje sobie Ikonologiczne inspiracje w badaniu kultury współczesnej 31 zatem kluczowe pytanie o to, jak obrazy wytwarzają odmienny od językowego,
czyli wizualny (ikoniczny) sens: Różnica ikoniczna, jako figura retoryczna, podejmuje próbę uwypuklenia tego, co iko
niczne w logosie lub jako logos. [...] Każdy artefakt ikoniczny organizuje się w formie
wizualnej, poznawczej, jak również deiktycznej, a to znaczy nie-językowej różnicy12. Takie ujęcie wymyka się zatem ujmowaniu obrazu jako „znaku ikonicznego”
i w rezultacie kwestionuje roszczenia strategii semiotycznych względem obrazu. Szukając dalszych odpowiedzi, Boehm nie ogranicza się do jakiejś jednolicie „sfo
kusowanej” teorii obrazu, lecz zaprasza do dyskusji architektów, muzykologów,
literaturoznawców etc. To transdyscyplinarne podejście badacz zapowiada już na
wstępie artykułu Powrót obrazów: „Kto pyta o obraz, pyta o obrazy, o nieprzej
rzaną liczbę mnogą”13. 16 Por. w języku polskim m.in.: M. Banks, Materiały wizualne w badaniach jakościowych,
Wyd. Naukowe PWN, Warszawa 2009; K. Olechnicki, Antropologia obrazu. Fotografia jako
metoda, przedmiot i medium nauk społecznych, Oficyna Naukowa, Warszawa 200; K. Olechnicki,
Obrazy w działaniu. Studia z socjologii i antropologii obrazu, Wyd. Uniwersytetu im. Mikołaja
Kopernika, Toruń 2003. 14 Zob. numer czasopisma „Artium Quaestiones” XVII z 2006 r., gdzie oprócz dokonanych
przez Mariusza Brylla przekładów klasyków studiów wizualnych (M. J. T Mitchel, Mieke Bal,
Nicolas Mirzoef) polski czytelnik miał okazję zapoznać się ze środowiskową dyskusją. Osob
nych aplikacji metodologicznych dokonywali również historycy. Por. P. Witek, Metodologiczne
problemy historii wizualnej, „Res Historica” 37/2014. 13 Ibidem, s. 276. 2 G. Boehm, O obrazach i widzeniu. Antologia tekstów, Universitas, Kraków 2014, s. 308.
3 Ibidem, s. 276. 12 G. Boehm, O obrazach i widzeniu. Antologia tekstów, Universitas, Kraków 2014, s. 308.
13 Ibidem, s. 276.
14 Zob. numer czasopisma „Artium Quaestiones” XVII z 2006 r., gdzie oprócz dokonanych
przez Mariusza Brylla przekładów klasyków studiów wizualnych (M. J. T Mitchel, Mieke Bal,
Nicolas Mirzoef) polski czytelnik miał okazję zapoznać się ze środowiskową dyskusją. Osob
nych aplikacji metodologicznych dokonywali również historycy. Por. P. Witek, Metodologiczne
problemy historii wizualnej, „Res Historica” 37/2014.
15 Por. m.in.: M. Bogunia-Borowska, P. Sztompka (red.), Fotospołeczeństwo. Antologia
tekstów z socjologii wizualnej, Znak, Kraków 2012; P. Sztompka, Socjologia wizualna jako
metoda badawcza, Wyd. Naukowe PWN, Warszawa 2005; M. Krajewski, R. Drozdowski, Za
fotografię! W stronę radykalnego programu socjologii wizualnej, Wyd. Bęc Zmiana, Warszawa
2010; J. Kaczmarek (red.), Do zobaczenia. Socjologia wizualna w praktyce badawczej, Wyd.
Naukowe UAM, Poznań 2008; J. Kaczmarek (red.), Kadrowanie rzeczywistości. Szkice z socjo
logii wizualnej, Wyd. Naukowe UAM, Poznań 2004.
16 Por. w języku polskim m.in.: M. Banks, Materiały wizualne w badaniach jakościowych,
Wyd. Naukowe PWN, Warszawa 2009; K. Olechnicki, Antropologia obrazu. Fotografia jako
metoda, przedmiot i medium nauk społecznych, Oficyna Naukowa, Warszawa 200; K. Olechnicki,
Obrazy w działaniu. Studia z socjologii i antropologii obrazu, Wyd. Uniwersytetu im. Mikołaja
Kopernika, Toruń 2003. 17 G. Rose, Interpretacja materiałów wizualnych. Krytyczna metodologia badań nad wizual
nością, Wyd Naukowe PWN, Warszawa 2010. Autorka prowadzi również bloga poświęconego
studiom wizualnym – zob. https://visualmethodculture.wordpress.com/ [20.12.2016]. 18 Por. M. Banks, Materiały wizualne w badaniach jakościowych, Wyd. Naukowe PWN,
Warszawa 2009; S. Pink, Doing Visual Ethnography. Images, Media and Representation in
Research, Sage, London 2001. 17 G. Rose, Interpretacja materiałów wizualnych. Krytyczna metodologia badań nad wizual
nością, Wyd Naukowe PWN, Warszawa 2010. Autorka prowadzi również bloga poświęconego
studiom wizualnym – zob. https://visualmethodculture.wordpress.com/ [20.12.2016].
18 Por. M. Banks, Materiały wizualne w badaniach jakościowych, Wyd. Naukowe PWN,
Warszawa 2009; S. Pink, Doing Visual Ethnography. Images, Media and Representation in
Research, Sage, London 2001. 20 L. Pauwels, Zwrot wizualny w badaniach i komunikacji wiedzy. Kluczowe problemy roz
wijania kompetencji wizualnej w naukach społecznych, w: M. Frąckowiak, K. Olechnicki (red.),
Badania wizualne w działaniu. Antologia tekstów, Wyd. Bęc Zmiana, Warszawa 2011, s. 21. 19 Każda z tych taktyk zasługiwałaby tu na osobne omówienie, lecz wiele z tych metod
zebrał i przejrzyście scharakteryzował zespół pod kierunkiem Marka Krajewskiego w ramach
projektu archiwumwizualne.pl. 3. Ku pragmatyce – aplikacje teorii obrazów
w obszar praktyk badawczych Zarysowane powyżej wybrane aspekty zwrotu ikonicznego w sposób oczywi
sty zainspirowały przedstawicieli rozmaitych dyscyplin usiłujących uchwycić
fenomeny współczesności. Historykom sztuki pozwoliło to na rozprawienie się
z ogłoszonym w międzyczasie zmierzchem dyscypliny14, badaczom społeczeństwa
i człowieka na ukształtowanie/rewitalizację odpowiednio takich subdyscyplin, jak
socjologia wizualna15 czy antropologia wizualna16. Ową fascynację poznawczymi
aspektami obrazu zarówno humaniści, jak i badacze z obszaru nauk społecznych 32 j a c e k z y d o r o w i c z sprowadzili zatem do bardzo konkretnych problemów i metodologii. Niemniej
ważny jest fakt, iż na tym gruncie wkrótce zaczęły pojawiać się publikacje o cha
rakterze metodyczno-podręcznikowym. Autorką jednego z takich opracowań17 jest
Gillian Rose – feministycznie zorientowana geografka i socjolożka. Wyraża ona
przekonanie, że obrazy oddziałują na odbiorcę odmiennie niż teksty i pozwalają
dotrzeć do innego rodzaju doświadczeń. W swoim kompendium drobiazgowo
omawia, w jaki sposób materiały wizualne mogą być wsparciem dla procesu ba
dawczego, zarówno jako przedmiot, jak i metoda (np. fotowywiady, dokumentacje
fotograficzne i filmowe). Bazując właśnie na ikonologicznych kryteriach, autorka
(proklamująca z ducha krytyczne podejście) opowiada się za solidną oceną przy
datności i dopasowania tych metod. Chodzi więc o uwzględnienie kulturowych
kontekstów, praktyk społecznych, określonych reżimów wytwarzania znaczeń przez
obrazy (z uwzględnieniem stosunków władzy/wiedzy determinujących te sposoby
widzenia). Uchwycenie tychże kontekstów ma ułatwiać swoista sieć utkana z takich
elementów, jak tworzenie obrazów i ich odbiór, na co z kolei nakładają się trzy
modalności: technologiczna (narzędziowa), kompozycyjna (struktury wizualne)
oraz społeczna (konkretne praktyki i relacje). Rose projektując ów podręcznik,
zadbała jednocześnie o wskazanie wielu pułapek: problemów z policzalnością
badanych zjawisk i trafnością procedur (w badaniach ilościowych), jak również
z interpretacją, reprezentatywnością i powtarzalnością (w aspektach jakościowych). Dlatego w celu uniknięcia tych błędów i zakłóceń sugeruje gruntowne analizy
dyskursów (pojmowanych w foucaultowskim duchu). Zakorzeniona w ikonologii teoretyczna podbudowa, stworzona tak przez socjo
logów, jak i antropologów wizualnych18, zaowocowała całym szeregiem taktycz
nych rozwiązań służących zarówno pracy w terenie, jak i analizom koncepcyjnym. Warto dla porządku wymienić choć kilka: i Warto dla porządku wymienić choć kilka: i – dokumentacja fotograficzna,i – dziennik fotograficzny/dziennik wideo,i – etnografia/socjologia mediów,i – etnografia/socjologia wideo,i – film dokumentalny,i – film socjologiczny, – fotoesej/wideoesej, – fotospacer, – obserwacja fotograficzna, 18 Por. M. Banks, Materiały wizualne w badaniach jakościowych, Wyd. Naukowe PWN,
Warszawa 2009; S. Pink, Doing Visual Ethnography. Images, Media and Representation in
Research, Sage, London 2001. Ikonologiczne inspiracje w badaniu kultury współczesnej 33 – sztuka w badaniach wizualnych, – sztuka w badaniach wizualnych, – sztuka w badaniach wizualnych, – oglądanie kolekcji zdjęć informatorów/found footage,ii – wywiad z użyciem filmu/fotografii, – wywiad z użyciem zdjęć zrobionych przez informatorów, – zdjęcia osobiste, albumy, fotoblogi, – zdjęcia robione przez respondentów, – werbalne odpowiedzi na wizualne stymulacje19. Wizualność może być zatem wehikułem takich aspektów wiedzy naukowej,
których ujęcie w słowa może sprawiać trudności. Belgijski badacz komunikacji
wizualnej Luc Pauwels zauważa ponadto, iż te reprezentacje wizualne pozwalają
m.in. na zredukowanie złożoności zjawisk społecznych poprzez uchwycenie ich
w zwięzłą formę, zobrazowanie abstrakcyjnych pojęć na etapie wnioskowania,
osadzanie danych w szerszym kontekście (np. organizacji przestrzennej), asy
stowanie werbalnemu i liczbowemu przekazowi wiedzy20. W swoich tekstach
i wystąpieniach drobiazgowo omawia arsenał stosowanych przez siebie narzędzi. Bazując na doświadczeniu własnym, swoich współpracowników oraz studentów,
dostrzega jednak potrzebę udoskonaleń w wielu perspektywach, by wymienić
choćby takie jak: – rozwijanie wrażliwości na wizualność i różne typy reprezentacji wizualnych,
tak w obserwacji bezpośredniej rzeczywistości, jak i reprezentacji (fotografia, film
czy malarstwo wymagają zniuansowanych perspektyw); – rozwijanie u badacza umiejętności niezbędnych do wytwarzania materiałów
wizualnych jako istotnej części dyskursu naukowego; przemyślane i umiejętne
stosowanie tychże nowych technologii – sama technologia nie rozwiąże proble
mów badacza; – wykorzystanie mimetycznego i ekspresyjnego potencjału narzędzi i praktyk
reprezentacji wizualnej – rzekome przeciwieństwo tych potencjałów Pauwels uważa
za mylące. „Wierna” reprodukcja nie wyklucza autorskiej ekspresji badacza – obie
zawierają potencjał poznawczy, obie mogą być pożyteczne w pracy badawczej,
wystarczy świadomość wzajemnych różnic wyniesiona z historii myśli estetycznej; – praca nad doskonaleniem teorii i metodologii wizualnych – Pauwels jest
przeciwny stanowiskom głoszącym, że obrazy tracą na sile przy próbach ich
porządkowania; – edukowanie akademickich i nieakademickich odbiorców w zakresie kompe
tencji do nowych kodów, uzusów, np. czytania/pisania fotoesejów; – edukowanie akademickich i nieakademickich odbiorców w zakresie kompe
tencji do nowych kodów, uzusów, np. czytania/pisania fotoesejów; 34 j a c e k z y d o r o w i c z – krzewienie interdyscyplinarnej wymiany myśli oraz eklektyzmu metodolo
giczno-teoretycznego (teoria i historia filmu, techniki edukacyjne, nauki o komuni
kacji, sztuce, psychologia, filozofia nauki, antropologia, socjologia etc.) – oczywi
ście ze świadomością wielu pułapek i aporii na skrzyżowaniach tych dyscyplin21. – krzewienie interdyscyplinarnej wymiany myśli oraz eklektyzmu metodolo
giczno-teoretycznego (teoria i historia filmu, techniki edukacyjne, nauki o komuni
kacji, sztuce, psychologia, filozofia nauki, antropologia, socjologia etc.) – oczywi
ście ze świadomością wielu pułapek i aporii na skrzyżowaniach tych dyscyplin21. 22 Na gruncie socjologii wizualnej w znacznym stopniu dylemat ten rozwiązuje Krzysztof
T. Konecki. Zob. K. T. Konecki, Wizualna teoria ugruntowana. Podstawowe zasady i procedury,
„Przegląd Socjologii Jakościowej” t. VIII, 1/2012, ss. 12-45, tekst dostępny on-line: http://www.
przegladsocjologiijakosciowej.org/volume18_pl.php [20.12.2016]. 21 Ibidem, ss. 23-36. 4. Studia wizualne: obawy, opór i refleksja (auto)krytyczna Oprócz wielu ożywczych pomysłów metodologicznych zwrot ikoniczny wkrótce
przyniósł spodziewany opór oraz krytyczną autorefleksję. W dobie digitalnych
obrazów narzędzia fotograficzne stały się łatwe, dostępne, przyjazne użytkowni
kom. Jest to z jednej strony cywilizacyjny „bonus” i przywilej powszechnego zeń
korzystania, z drugiej natomiast – przyczynek do nadprodukcji, inflacji i banali
zacji obrazów, w efekcie wiodący do „rozwadniania” i trywializacji przedmiotu
badań. Przy okazji łatwość i taniość rejestrowania zdjęć i filmów tworzy pokusę
bezkrytycznego i beztroskiego ich stosowania w procesie badawczym. Trudno
przy takich okazjach, aby owa łatwość gromadzenia danych nie przerodziła się
w amatorszczyznę, a ta z kolei nie rzutowała na kształt i wyniki badań. Dla bardziej
konserwatywnie usposobionych akademików tworzy to momentalnie asumpt do
zarzutów o „fajniactwo” metodologiczne studiów wizualnych bądź nazywania
ich chwytliwą i chwilową modą. Pewne wątpliwości mogą również wynikać
z postmodernistycznych diagnoz o kryzysie reprezentacji. Wszak Jean Baudrillard
niejednokrotnie zapewniał nas, że fotografie nie są żadnymi reprezentacjami, lecz
fikcją i symulakrą. Skoro są źródłem tylu nadużyć, nadinterpretacji, manipulacji, to
jak mogą służyć za wiarygodne, obiektywne i naukowo prawomocne narzędzie?22 Na marginesie pojawia się również pytanie o ukonstytuowanie się nowych
form komunikowania wyników badań. Oprócz pradawnego dylematu przerostu
formy nad treścią, należy zadać pytanie, czy badacze wizualni nie są zmuszeni do
swoistego „wykradania języka” artystom czy twórcom filmów dokumentalnych? Rodzi to kolejne dylematy natury etycznej, a w konsekwencji legislacyjnej, jak
chociażby problem ochrony wizerunku, własność intelektualna etc. Wiadomo
doskonale, że w podobnych kwestiach prawo zawsze jest opóźnione, będąc kilka
kroków za kulturą wizualną. Z kolei przy innych okazjach ekspansja obrazów
beztrosko wkracza na tereny chronione, by przywołać przykład funkcji „street
view” oferowanej przez mapy Google. Sfotografowanie kogoś „w złym miejscu
i czasie” niejednokrotnie prowadziło do kłopotów, toteż zaprojektowano specjalny Ikonologiczne inspiracje w badaniu kultury współczesnej 35 algorytm wykrywający i rozmazujący numery rejestracyjne samochodów i twarze
przechodniów23. Pośród zarzutów stawianych studiom wizualnym przewija się również rozle
niwienie badacza w zakresie opisów, szczególnie w sytuacjach, kiedy wydaje mu
się, że obraz mówi sam za siebie. Paradoksalnie po części może to być pokłosie
myślenia samego proroka zwrotu ikonicznego, czyli M. J. T. Mitchella. Dość
konsekwentnie stosuje on bowiem mocno animistyczną retorykę, polegającą na
przypisywaniu obrazom cech ludzkich. Owo wyposażanie wizerunków w nie
zależną podmiotowość może być tyleż efektowne poznawczo, co – na dłuższą
metę – irytujące. Nie umniejsza to wszakże trafności wielu spostrzeżeń i metafor
autora książki Czego chcą obrazy?24. 4. Studia wizualne: obawy, opór i refleksja (auto)krytyczna Tak antropomorfizowany obraz może być
bowiem zarówno skutecznym mediatorem pomiędzy różnymi wymiarami wartości
i rzeczywistości, jak i krytycznym obserwatorem współczesnych ikonoklazmów. Te ostatnie w sposób bardzo przekonujący Mitchell uchwycił w rozprawie Clo
ning Terror25. Po ataku na World Trade Center z 11 września 2001 r. obrazy po
raz kolejny zyskały quasi-biologiczny byt, medialnie „klonując się” na wielką
skalę zarówno w wizerunkach upadających wież, jak i równie ikonoklastycznych
odpowiedzi George’a W. Busha (np. obalenie pomnika Saddama Husseina). Tym
sposobem za sprawą obrazów terroryzm XXI wieku z taktyki walki przeobraził
się w stan kolektywnej świadomości. 23 W konsekwencji poniekąd „wylano dziecko z kąpielą”, jeśli bowiem zapragniemy, nie
ruszając się z domu, obejrzeć np. republikańskie lub lojalistyczne murale w Belfaście, okaże
się, że ich bohaterom również cyfrowo rozmazano twarze. 25 W. J. T. Mitchell, Cloning Terror: The War of Images, 9/11 to the Present, University of
Chicago Press, Chicago 2011.
26 W. J. T. Mitchell, Czego chcą obrazy?, s. 80.
27 Ibidem, s. 168. 23 W konsekwencji poniekąd „wylano dziecko z kąpielą”, jeśli bowiem zapragniemy, nie
ruszając się z domu, obejrzeć np. republikańskie lub lojalistyczne murale w Belfaście, okaże
się, że ich bohaterom również cyfrowo rozmazano twarze.
24 W. J. T. Mitchell, Czego chcą obrazy?, Narodowe Centrum Kultury, Warszawa 2015.
25 W. J. T. Mitchell, Cloning Terror: The War of Images, 9/11 to the Present, University of
Chicago Press, Chicago 2011.
26 W. J. T. Mitchell, Czego chcą obrazy?, s. 80.
27 Ibidem, s. 168. Podsumowanie – słowo wobec obrazu, obraz wobec słowa Zdarza się, że metodom wizualnym wytyka się erudycyjną ubogość i niesamo
dzielność względem tekstu. Mitchell utrzymuje jednak, że [...] widzenie pełni tak samo ważną jak język rolę pośrednika w relacjach społecznych
i nie daje się sprowadzić ani do języka, ani do znaku, ani do dyskursu. Obrazy chcą
takich samych praw, jakie posiada język, a nie przekształcania w język26. Dla bardziej wyrazistego ujęcia problemu dalej dorzuca: Dla bardziej wyrazistego ujęcia problemu dalej dorzuca: [...] przedstawienie wizualne nie tyle jest twierdzeniem lub aktem mowy, ile mówcą
zdolnym do nieskończonej liczby wypowiedzi. Obraz nie jest tekstem przeznaczonym
do czytania, lecz żołądkiem brzuchomówcy, w który projektujemy własny głos27. 23 W konsekwencji poniekąd „wylano dziecko z kąpielą”, jeśli bowiem zapragniemy, nie
ruszając się z domu, obejrzeć np. republikańskie lub lojalistyczne murale w Belfaście, okaże
się, że ich bohaterom również cyfrowo rozmazano twarze. 23 W konsekwencji poniekąd „wylano dziecko z kąpielą”, jeśli bowiem zapragniemy, nie
ruszając się z domu, obejrzeć np. republikańskie lub lojalistyczne murale w Belfaście, okaże
się, że ich bohaterom również cyfrowo rozmazano twarze. y
24 W. J. T. Mitchell, Czego chcą obrazy?, Narodowe Centrum Kultury, Warszawa 2015. 25 W. J. T. Mitchell, Cloning Terror: The War of Images, 9/11 to the Present, University of
hicago Press, Chicago 2011. 36 j a c e k z y d o r o w i c z Jednakże owa radykalna „osobność” obrazów i tekstów w znacznym stopniu
wydaje się nieporozumieniem, w dodatku nieco sztucznie i tendencyjnie podtrzy
mywanym przez obie strony sporu. Inauguracji i rozwojowi nowego przedsięwzię
cia zwanego studiami wizualnymi skutecznie sekundowała bowiem ikonologia. Ta natomiast od swego zarania operowała właśnie w języku, w nim formułując
zarówno tezy, jak i wnioski. W tym kontekście wartym poważnego zainteresowania
jest projekt „kompromisowy”, zaproponowany przez Mariannę Michałowską28. Dlaczego zamiast mało konkluzywnych dyskusji o osobności ontologii obrazu
i tekstu, nie mielibyśmy uznać ich hybrydycznej natury jako foto-tekstów? Właśnie
na przykładzie punktów stycznych i przenikania fotografii i narracji uchwyciła
ona istotność ich wzajemnych relacji oraz bardzo szeroki horyzont kulturowych
kontekstów, np. konstruowanie tożsamości czy pamięci społecznej. Jednakże owa radykalna „osobność” obrazów i tekstów w znacznym stopniu
wydaje się nieporozumieniem, w dodatku nieco sztucznie i tendencyjnie podtrzy
mywanym przez obie strony sporu. Inauguracji i rozwojowi nowego przedsięwzię
cia zwanego studiami wizualnymi skutecznie sekundowała bowiem ikonologia. Przywołany w niniejszym szkicu repertuar badawczych perspektyw studiów
wizualnych z pewnością nie wyczerpuje tematu, jednak pozwala choć w czę
ści zilustrować ich adaptacyjny potencjał. Podsumowanie – słowo wobec obrazu, obraz wobec słowa Co więcej, dynamika tych adaptacji
pozwala nam zaobserwować, że w diagnozowaniu kultury rozwój digitalnych
technik obrazowania może być równie pomocny jak dorobek dawnych tradycji
ikonologicznych. Na równi pokrzepiający jest fakt, że współcześni badacze obra
zów nie tkwią wyłącznie w akademicko-teoretycznym samozachwycie, lecz nie
ustają w taktycznym rozpoznawaniu potencjalnych wdrożeń i zastosowań swych
metod w praktyce. Co warto podkreślić – czynią to ze sporą świadomością istnie
nia licznych pułapek i ograniczeń, gdzie przezwyciężenie jednych problemów po
częstokroć generuje tuziny kolejnych. 28 M. Michałowska, Foto-teksty. Związki fotografii z narracją, Wyd. Naukowe UAM,
Poznań 2012. Literatura Bal M., Wizualny esencjalizm i przedmiot kultury wizualnej, „Artium Quaestiones” XVII,
Poznań 2006. Banks M., Materiały wizualne w badaniach jakościowych, PWN, Warszawa 2009. Boehm G., O obrazach i widzeniu. Antologia tekstów, Wyd. Universitas, Kraków 2014. Do zobaczenia. Socjologia wizualna w praktyce badawczej, red. J. Kaczmarek, Wydaw
nictwo Naukowe UAM, Poznań 2008, Dziamski G., Lata dziewięćdziesiąte, Wyd. Galerii Miejskiej Arsenał, Poznań 2000, Bogunia-Borowska M., Sztompka P. (red.), Fotospołeczeństwo. Antologia tekstów z socjo
logii wizualnej, Znak, Kraków 2012. Horapollo, Hieroglyphica (V/VI wiek n.e.), w przekładzie na język angielski: The Hierogly
phics of Horapollo Nilous, tłum. Alexander Turner Cory [1840], http://www.sacred-texts. com/egy/hh/index.htm [20.12.2016]. Kaczmarek J. (red.), Kadrowanie rzeczywistości. Szkice z socjologii wizualnej, Wyd. Na
ukowe UAM, Poznań 2004. Ikonologiczne inspiracje w badaniu kultury współczesnej 37 Konecki K. T., Wizualna teoria ugruntowana. Podstawowe zasady i procedury, „Przegląd
Socjologii Jakościowej”, t. VIII, 1/2012, http://www.przegladsocjologiijakosciowej. org/volume18_pl.php [20.12.2016]. i g
p p p
Krajewski M., Drozdowski R., Za fotografię! W stronę radykalnego programu socjologii
wizualnej, Wydawnictwo: Bęc Zmiana, Warszawa 2010. Krauss R., Welcome to the Cultural Revolution, „October” vol. 77, Summer 1996. Kundera Milan, Nieśmiertelność, PIW, Warszawa 2002.i Michałowska M., Foto-teksty. Związki fotografii z narracją, Wydawnictwo Naukowe UAM,
Poznań 2012. Mitchell W. J. T., Cloning Terror: The War of Images, 9/11 to the Present, University of
Chicago Press, 2011. Mitchell W. J. T., Czego chcą obrazy?, Narodowe Centrum Kultury, Warszawa 2015. Mitchell W. J. T., Iconology, Image, Text, Ideology, University of Chicago Press, Chicag
1986. Mitchell W. J. T., Picture Theory. Essays on Verbal and Visual Representation, Universit
of Chicago Press, 1994. Mitchell W. J. T., The Pictorial Turn, ArtForum (March 1992).i Olechnicki K., Antropologia obrazu. Fotografia jako metoda, przedmiot i medium nauk
społecznych. Oficyna Naukowa, Warszawa 2003. Olechnicki Krzysztof, Obrazy w działaniu. Studia z socjologii i antropologii obrazu. Wy
dawnictwo Uniwersytetu im. Mikołaja Kopernika, Toruń 2003. Panofsky E., Studies in Iconology, Westview Press, Oxford 1972 (pierwsze wydanie: 1939 Pauwels L., Zwrot wizualny w badaniach i komunikacji wiedzy. Kluczowe problemy rozwi
jania kompetencji wizualnej w naukach społecznych, w: M. Frąckowiak, K. Olechnicki
(red.), Badania wizualne w działaniu. Antologia tekstów, Wyd. Bęc Zmiana, Warszawa
2011. Pink S., Doing Visual Ethnography. Images, Media and Representation in Research, Sage
London 2001. Ripa C., Ikonologia, wyd. Universitas, Kraków 2013. Rose G., Interpretacja materiałów wizualnych. Krytyczna metodologia badań nad wizual
nością, Wydawnictwo Naukowe PWN, Warszawa 2010. Rose G., Interpretacja materiałów wizualnych. Krytyczna meto
nością, Wydawnictwo Naukowe PWN, Warszawa 2010. Literatura Sztompka P., Socjologia wizualna jako metoda badawcza, Wyd. Naukowe PWN, Warszawa
2005. Taylor M. C., Saarinen E., Imagologies. Media Philosophy, Routledge, London 1994. Warburg A., Atlas obrazów Mnemosyne, wyd. II; Narodowe Centrum Kultury, Warszawa
Kraków 2016. Witek P., Metodologiczne problemy historii wizualnej, „Res Historica” 37/2014. Zeidler-Janiszewska A., O tzw. zwrocie ikonicznym we współczesnej humanistyce. Kilka
uwag wstępnych, „Dyskurs” 4, http://www.asp.wroc.pl/dyskurs/Dyskurs4/AnnaZeidler
Janiszewska.pdf [20.12.2016].
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Identifying stage-specific protein subnetworks for colorectal cancer
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Abstract Background: In recent years, many algorithms have been developed for network-based analysis of differential
gene expression in complex diseases. These algorithms use protein-protein interaction (PPI) networks as an
integrative framework and identify subnetworks that are coordinately dysregulated in the phenotype of interest. Motivation: While such dysregulated subnetworks have demonstrated significant improvement over individual
gene markers for classifying phenotype, the current state-of-the-art in dysregulated subnetwork discovery is almost
exclusively limited to binary phenotype classes. However, many clinical applications require identification of
molecular markers for multiple classes. Approach: We consider the problem of discovering groups of genes whose expression signatures can discriminate
multiple phenotype classes. We consider two alternate formulations of this problem (i) an all-vs-all approach that
aims to discover subnetworks distinguishing all classes, (ii) a one-vs-all approach that aims to discover subnetworks
distinguishing each class from the rest of the classes. For the one-vs-all formulation, we develop a set-cover based
algorithm, which aims to identify groups of genes such that at least one gene in the group exhibits differential
expression in the target class. Results: We test the proposed algorithms in the context of predicting stages of colorectal cancer. Our results show
that the set-cover based algorithm identifying “stage-specific” subnetworks outperforms the all-vs-all approaches in
classification. We also investigate the merits of utilizing PPI networks in the search for multiple markers, and show
that, with correct parameter settings, network-guided search improves performance. Furthermore, we show that
assessing statistical significance when selecting features greatly improves classification performance. © 2012 Erten et al.; licensee BioMed Central Ltd. This is an open access article distributed under the terms of the Creative Commons
Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in
any medium, provided the original work is properly cited. PROCEEDINGS Open Access * Correspondence: sinan.erten@case.edu
1Department of Electrical Engineering & Computer Science, Case Western
Reserve University, Cleveland, OH, USA
Full list of author information is available at the end of the article Identifying stage-specific protein subnetworks
for colorectal cancer Sinan Erten1*, Salim A Chowdhury2, Xiaowei Guan3,4,5, Rod K Nibbe3, Jill S Barnholtz-Sloan3,5, Mark R Chance3,5,6,
Mehmet Koyutürk1,3,5 From Great Lakes Bioinformatics Conference 2012
Ann Arbor, MI, USA. 15-17 May 2012 From Great Lakes Bioinformatics Conference 2012
Ann Arbor, MI, USA. 15-17 May 2012 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Open Access Introduction led to identification of biomarkers for a range of complex
diseases, including Parkinson’s disease [1], neuroblastoma
[2], lung cancer [3] and breast cancer [4]. Genome-wide monitoring of mRNA expression, moni-
tored using DNA microarrays and more recently deep
sequencing, has proved quite useful in understanding
the mechanistic bases of complex human diseases. Systematic analysis of differential gene expression in dif-
ferent phenotypic classes leads to identification of novel
biomarkers, which serve as features for phenotype classi-
fication, as well as targets for therapeutic intervention. In
previous studies, differential analysis of gene expression Traditional analyses generally take a univariate approach
to study gene expression and identify genes with signifi-
cant individual differential expression in the phenotype of
interest. However, such univariate approaches are often
limited in explaining the underlying mechanisms of com-
plex diseases, which arise from the interplay among multi-
ple genetic and environmental factors. For example, genes
that cooperate or complement each other in pathogenesis
may not necessarily be differentially expressed individually,
but exhibit coordinated dysregulation when considered
together. * Correspondence: sinan.erten@case.edu
1Department of Electrical Engineering & Computer Science, Case Western
Reserve University, Cleveland, OH, USA
Full list of author information is available at the end of the article Page 2 of 12 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 In order to address the shortcomings of the univariate
approaches, Chuang et al. develop an algorithm that
integrates gene expression data with protein-protein
interaction (PPI) networks to identify reproducible
breast cancer metastasis markers composed of multiple
interacting proteins (“dysregulated subnetworks”) [5]. They show that these subnetwork markers better predict
breast cancer metastasis as compared to individually
dysregulated genes. Motivated by the demonstrated pro-
mise of this approach, several other algorithms are
developed for network-based analysis of differential gene
expression. In particular, Chowdhury et al. develop a
set-cover based heuristic for identification of genes that
complement each other in discriminating phenotype and
control samples [6]. Phuong et al. further improve on
these algorithms by introducing a biclustering algorithm
that also accounts for the noise in PPI networks by
incorporating reliability scores for PPIs [7]. More
recently, recognizing the shortcomings of greedy algo-
rithms in identifying dysregulated subnetworks, Phuong
et al. introduce a color-coding based randomized algo-
rithm to identify subnetworks that are highly discrimi-
native of phenotype and control [8]. Introduction These methods are
also extended to the identification of subnetwork
expression signatures that can shed light into the regula-
tory logic of the relationship between the dysregulation
of multiple genes and the disease phenoype. In particu-
lar, Chowdury et al. identify subnetworks whose combi-
natorial expression states are indicative of phenotype by
using a branch-and-bound algorithm [9], Dutkowski
et al. grow network-guided forests by training decision
trees using interacting proteins [10]. in identifying subnetworks that serve as indicators for
specific classes. The algorithmic challenges, on the other
hand, include unproportionately distributed samples
across multiple classes. For these reasons, novel algo-
rithms are needed that are robust and can work with
datasets that are composed of different number of classes
and sample distributions. Contributions of this study In this article, we introduce novel algorithms for net-
work-based analysis of differential gene expression on
applications that involve multiple phenotype classes. As
an important application, we focus particularly on identi-
fying subnetworks that can discriminate different stages
of human colorectal cancer (CRC) according to Dukes’
classification. We first propose two formulations to gen-
eralize information-theoretic measures of subnetwork
dysregulation to multiple phenotype classes. These for-
mulations differ in terms of how the target subnetworks
discriminate phenotype classes from each other; namely
we establish information-theoretic criteria for all-vs-all
and one-vs-all discriminative subnetworks. Then, we
extend the set-cover based algorithm by Chowdury et al. , NETCOVER, to identify one-vs-all discriminative sub-
networks [6]. We also introduce a framework for asses-
sing the statistical significance of the sub-networks
identified by the set-cover based algorithm. Using public
CRC datasets composed of samples labeled with Dukes’
four stages, we investigate the performance of the result-
ing algorithm, COBALT, in identifying subnetworks that
are useful in predicting the stages of colon cancer sam-
ples. In particular we perform systematic computational
experiments to investigate the following: All of the existing dysregulated subnetwork discovery
algorithms are designed and validated for binary pheno-
type classes (e.g. cancerous vs. non-cancerous, metastatic
vs. non-metastatic, drug responders vs. non-responders)
and prove to be promising in terms of accurate classifica-
tion of samples. However, many progressive diseases
such as glioblastoma, breast cancer and colorectal cancer
require identification of molecular markers for multiple
classes (such as the four stages in colorectal cancer
according to Dukes’ classification) for effective prognosis
and treatment. This implies the necessity of a framework
that can also work on datasets with more than two phe-
notype classes for network-based discovery of disease
markers. Although most of the existing algorithms can
be applied to multiple phenotype classes in principle, no
tool is readily available for this purpose. Furthermore,
subnetwork discovery on multi-class datasets requires
additional design choices and poses novel algorithmic
challenges. These choices include designing criteria to
evaluate the dysregulation of a subnetwork; i.e., are we
interested in identifying subnetworks that can distinguish
all classes from each other at once, or are we interested • We compare the performance of all-vs-all and one-
vs-all subnetworks in predicting phenotype and
show that one-vs-all discriminative subnetworks are
generally more reliable as features for classification. Contributions of this study • We compare the performance of all-vs-all and one-
vs-all subnetworks in predicting phenotype and
show that one-vs-all discriminative subnetworks are
generally more reliable as features for classification. • We investigate the effect of using the PPI network
to confine the space for searching groups of genes
that are coordinately dysregulated subnetworks. We
show that, while expansion of the search space
through consideration of indirect interactions
improve the classification performance of identified
subnetworks, this improvement saturates after a
point, demonstrating that PPI networks indeed pro-
vide a shortcut to the identification of dysregulated
groups of genes. We also show that our efficient set
cover based algorithm renders network-free search
feasible. • We investigate the effect of using statistically sig-
nificant subnetworks (as opposed to high-scoring
subnetworks) as features for classification and show
that assessment of statistical significance facilitates Page 3 of 12 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 identification of more useful subnetwork features for
classification. considered a subnetwork of interest if for all proteins
gi Î S , there is at least one other protein gj Î S such
that gi and gj are connected through at most ℓhops in
the PPI network. Here, ℓis a parameter that adjusts the
trade-off between functional relevance and computa-
tional efficiency; a larger ℓallows searching for function-
ally less related proteins at the cost of increasing the
search space. In the next section, we start our discussion by propos-
ing two alternate information-theoretic formulations of
sub-network dysregulation. We also introduce our set-
cover based algorithm, COBALT, for the identification of
one-vs-all discriminative subnetworks and propose meth-
ods for assessing the statistical significance of the identi-
fied subnetworks. Subsequently, in Results Section, we
provide comprehensive experimental results on the clas-
sification performance of the subnetworks discovered by
COBALT in predicting the stage of CRC on two gene
expression datasets obtained from the Gene Expression
Omnibus. We conclude the paper in Conclusion Section. For a given subnetwork S ⊆V , Chuang et al. define
the subnetwork activity of S as ES =
gi∈SEi/√|S|,
that is the aggregate expression profile of the genes in
S [5]. Using subnetwork activity, they define an infor-
mation-theoretic measure to quantify the dysregulation
of a subnetwork. Contributions of this study This “additive” definition of dysregula-
tion limits the framework to the identification of subnet-
works with all genes in the subnetwork dysregulated in
the same direction (i.e., all up- or down-regulated in the
phenotype of interest), and alternate approaches that
compute combinatorial expression signatures are shown
to be more powerful [9,10]. However, this additive for-
mulation serves as a useful starting point to generalize
subnetwork dysregulation to phenotypes that involve
multiple classes. For this reason, we focus on additive
subnetwork activity in this paper. All-vs-all discriminative power of a subnetwork All-vs-all discriminative power of a subnetwork It is straightforward to generalize the information-theo-
retic measure for the dysregulation of a subnetwork [5]
to multiple phenotype classes. Namely, the mutual infor-
mation between the subnetwork activity of S and the
multi-class phenotype vector, i.e., Δ all-vs-all (S) = I (ES,
C) = H(C) −H(C|ES ), provides a measure of the the
reduction in the uncertainty about C given ES. Here,
H(X) = −
x∈χp(x) log(p(x)) denotes the Shannon
entropy of discrete random variable X that can take
over values from the set X . In our case, the support
set for the random variable C is T , whereas the support
set for the random variable ES is obtained by appropri-
ately quantizing the expression levels. It is straightforward to generalize the information-theo-
retic measure for the dysregulation of a subnetwork [5]
to multiple phenotype classes. Namely, the mutual infor-
mation between the subnetwork activity of S and the
multi-class phenotype vector, i.e., Δ all-vs-all (S) = I (ES,
C) = H(C) −H(C|ES ), provides a measure of the the
reduction in the uncertainty about C given ES. Here,
H(X) = −
x∈χp(x) log(p(x)) denotes the Shannon Dysregulation of subnetworks For a given set V of genes and U of samples, let Ei Î
R|u| represent the properly normalized gene expression
vector for gene gi ∈V , where Ei(j) denotes the relative
expression of gi in sample sj ∈U . Assume that we have
a set T , composed of different classes for the phenotype
of interest (such as the four stages in colorectal cancer
according to Dukes classification) and the phenotype
vector C annotates each sample with one of the labels
in T , i.e., C(j) = t where t Î T .We also define the set
of all samples for a specific phenotype class t as
U(t) = {sj ∈U : C(j) = t}. Methods In this section, we start by introducing the mathematical
background of the information-theoretic formulation of
coordinate dysregulation for a set of genes. Subsequently,
we propose two alternate approaches for generalizing this
notion to multiple phenotype classes. We then introduce
COBALT, our set-cover based algorithm that is specifically
designed to identify stage-specific discriminative subnet-
works. Finally, we introduce a framework for assessing the
statistical significance of the identified subnetworks, and
describe how these subnetworks can be utilized for classi-
fication of samples. One-vs-all discriminative power of a subnetwork Here, we propose an alternate measure to quantify the
power of a subnetwork in discriminating multiple phe-
notype classes from each other. This measure targets
discriminating a particular phenotype class from all
other classes. Namely, we define class-specific phenotype
vector C(t) for class t Î T as Let G(V, ε) denote a PPI network where the product
of each gene gi Î V is represented by a node and each
edge gigj represents an interaction between the products
of gi and gj. Given a PPI network and a gene expression
dataset over multiple phenotype classes, we are inter-
ested in finding sets of genes that can together discrimi-
nate the phenotype classes with their gene expression
signatures. In order to establish the functional relevance
of these gene sets and search for these sets more effi-
ciently, we confine the search space to PPI subnetworks,
that is groups of proteins that are functionally interre-
lated through PPIs. Formally, a set S ⊆V of proteins is c(t)
j
=
1
0
if Cj = t
otherwise. (1) (1) Then, the mutual information between subnetwork
activity and the class-specific phenotype vector C(t), i.e., (t)
one - vs - all (S) = I(ES, C(t)), provides a measure of the
reduction in the uncertainty about class t given ES. This
formulation offers a number of benefits as compared to Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Page 4 of 12 the all-vs-all formulation of discriminative power: (1)
The one-vs-all formulation may lead to identification of
more interpretable markers, since, for example, it can
provide stage-specific molecular signatures for colorectal
cancer. (2) The one-vs-all formulation can extract class-
specific molecular signatures that may be missed by the
all-vs-all formulation because they do not discriminate
other classes well. (3) The phenotype random variable
takes a smaller number of values, thus offering more
statistical power for the same number of samples. The
concepts of all-vs-all and one-vs-all disciminative power
of subnetworks and the computation of mutual informa-
tion using these different formulations are illustrated in
Figure 1. Identifying one-vs-all discriminative subnetworks
The problems of identifying subnetworks with maximum
all - vs - all(S) or one - vs - all(S) are intractable [5]. How-
ever, it is straightforward to generalize the greedy algo-
rithm by Chuang et al. to solve both problems efficiently
[5]. This greedy algorithm initializes a subnetwork with a
single protein. One-vs-all discriminative power of a subnetwork BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Page 5 of 12 Page 5 of 12 While the explained greedy algorithm is quite effective
in efficiently discovering high-scoring subnetworks, it
has several drawbacks [6]. First, this algorithm is biased
toward identifying subnetworks with very few proteins
that exhibit high dysregulation individually. This is
because the algorithm lacks global awareness, i.e., it will
stop expanding the subnetwork when the best candidate
protein to add to the subnetwork has only marginal
individual contribution, but may actually contribute a
greater deal when additonal proteins are added. Second,
this approach requires computation of mutual informa-
tion for each and every candidate protein in the neigh-
bourhood to be added to the growing subnetwork,
which may prove to be costly when the algorithm needs
to be run multiple times to assess statistical significance
of identified subnetworks. Motivated by these obser-
vations, Chowdhury et al. develop a set-cover based
algorithm, NETCOVER, which is more effective in dis-
covering proteins that complement each other in discri-
minating phenotype and control samples [6]. However,
NETCOVER is designed for binary phenotype classes
and it assumes that the samples are paired. Here, we
argue that the algorithmic insights introduced by NET-
COVER suit particularly well to the identification of
one-vs-all discriminative subnetworks. Based on this
observation, we develop COBALT, which generalizes
NETCOVER to handle unpaired samples and multiple
phenotype classes to identify one-vs-all discriminative
subnetworks. ˆEi(j) =
⎧
⎨
⎩
+1 if Ei(j) > μi + α ∗σi
−1 if Ei(j) < μi −α ∗σi
0
otherwise
(2) (2) Here, μi and si respectively represent the mean and
standard deviation of expression value of gi across all sam-
ples, i.e., μi =
Sj∈UEi(j)/|U| and
σi =
Sj∈U(Ei(j) −μi)2. We define a as a user-defined threshold parameter for a
gene’s dysregulation in a sample to be considered signifi-
cant. We say that a gene gi positively covers a sample sj if
ˆEi(j) = +1, and negatively covers sj if ˆEi(j) = −1, Follow-
ing this definition, for a given gene gi and phenotype class
t Î T , we define the positive cover set P(t)
i
as the set of
all samples with phenotype t that are positively covered by
gi, i.e., P(t)
i
=
sj ∈U : C(j) = t and ˆEi(j) = +1
. One-vs-all discriminative power of a subnetwork Similarly,
the negative cover set N (t)
i
contains all samples in class t
that are negatively covered by gene gi. We illustrate these
concepts in Figure 2. It can be shown that the mutual
information of C(t) and Êi is a monotonically non-decreas-
ing function of the cardinalities of P(t)
i
and N (t)
i
[6],
i.e.,
one
can
maximize
I(Êi,C(t))
by
maximizing
||P(t)
i | −|N (t)
i
||. Using the negative and positive cover sets for each
gene-class pair, COBALT identifies one-vs-all discrimi-
native subnetworks for each phenotype class by using a
greedy heuristic that is shown to be effective for the set-
cover problem [11]. Namely, for each gene gi, we first
identify the target phenotype class for that gene as the
phenotype class with largest percentage of samples posi-
tively (or negatively) covered by gi. Subsequently, we
grow a subnetwork by systematically adding a gene in
the neighborhood based on the coverage on the rest of
the uncovered samples for that class. Without loss of
generality, the algorithm identifies a minimal positive
covering subnetwork seeded at gene gi as follows: One-vs-all discriminative power of a subnetwork It then grows the subnetwork by adding
the protein in the neighborhood of the subnetwork (i.e.,
reachable from the subnetwork with ℓhops) that
improves the objective function (all - vs - all(S) or
one - vs - all(S)) the most. The algorithm stops either
when there is no more protein in the neighborhood to
add, or the best improvement provided by a protein in
the neighborhood is below a user-defined threshold. Figure 1 Illustration of the difference between all-vs-all and one-vs-all discriminative subnetworks. Illustration of the difference between
all-vs-all and one-vs-all discriminative subnetworks. The aggregate expression profiles of five hypothetical subnetworks are shown. Red and
green respectively represent positive and negative expression, with intensity representing magnitude. The subnetworks S1, S2, S3 and S4 are
one-vs-all discriminative, respectively indicating classes (CRC stages) A, B, C and D, since the expression profile of each subnetwork in samples
that belong to the respective class can discriminate these samples from other classes. On the other hand, S5 is an all-vs-all discriminative
subnetwork, since it discriminates all classes from each other. Figure 1 Illustration of the difference between all-vs-all and one-vs-all discriminative subnetworks. Illustration of the difference between
all-vs-all and one-vs-all discriminative subnetworks. The aggregate expression profiles of five hypothetical subnetworks are shown. Red and
green respectively represent positive and negative expression, with intensity representing magnitude. The subnetworks S1, S2, S3 and S4 are
one-vs-all discriminative, respectively indicating classes (CRC stages) A, B, C and D, since the expression profile of each subnetwork in samples
that belong to the respective class can discriminate these samples from other classes. On the other hand, S5 is an all-vs-all discriminative
s bnet ork since it discriminates all classes from each other Figure 1 Illustration of the difference between all-vs-all and one-vs-all discriminative subnetworks. Illustration of the difference between
all-vs-all and one-vs-all discriminative subnetworks. The aggregate expression profiles of five hypothetical subnetworks are shown. Red and
green respectively represent positive and negative expression, with intensity representing magnitude. The subnetworks S1, S2, S3 and S4 are
one-vs-all discriminative, respectively indicating classes (CRC stages) A, B, C and D, since the expression profile of each subnetwork in samples
that belong to the respective class can discriminate these samples from other classes. On the other hand, S5 is an all-vs-all discriminative
subnetwork, since it discriminates all classes from each other. Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Erten et al. COBALT:Cover-based algorithm for identifying one-vs-all
discriminative subnetworks Recall that a one-vs-all discriminative subnetwork is
defined as one with differential subnetwork activity in a
specific phenotype class, as compared to all other classes. Since subnetwork activity is defined regularly, the genes
in such a subnetwork have to be either all up-regulated
or all down-regulated in the phenotype class of interest. Motivated by this observation, COBALT aims to identify
subnetworks such that for each sample that belongs to
the phenotype class of interest, there exists at least one
gene in the subnetwork that is up-regulated (or down-
regulated) in that sample. Such subnetworks are said to
“cover” the entire patient population that represents the
phenotype class of interest. 1. Initialize subnetwork: Si ¬ {gi} 1. Initialize subnetwork: Si ¬ {gi} 2. Define the target phenotype class t for this subnet-
work as the class that has the maximum fraction of
samples positively covered by gi: t ¬ argmaxt′ Î T 2. Define the target phenotype class t for this subnet-
work as the class that has the maximum fraction of
samples positively covered by gi: t ¬ argmaxt′ Î T In order to identify the genes that are up-regulated or
down-regulated in each sample, we use the expression
of that gene in all samples as the background distribu-
tion. Subsequently, we identify samples in which the
genes’ expression deviates significantly from this back-
ground distribution. Namely, for a gene gi, consider the
distribution of the expression values Ei across all sam-
ples. We compute a quantized expression value for gi in
sample sj as follows:
|P(t′)
i
|/|U(t′)
i
| 3. Initialize the set of uncovered samples for class t:
M(t) ←U(t)\P(t)
i 3. Initialize the set of uncovered samples for class t:
M(t) ←U(t)\P(t)
i i
4. Initialize
the
set
of
network
neighbors:
Q ←{gj ∈V : δ(gi, gj) ≤ℓ} 5. For
all
genes
gj
Î
Q ,
compute
(P(t)
j )′ ←P(t)
j
∩M(t)and (N (t)
j
)′ ←N (t)
j
∩M(t) Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Page 6 of 12 6. Find all the genes (can be multiple) in Q with
maximum |(P(t))′ | −| (N (t))′| and let gk be the
7. Expand the subnetwork with gk: Si ¬ Si ∪{gk}
8. Update the set of uncovered positive samples for
(
(
(
Figure 2 Illustration of the set-cover based algorithm for the identification of one-vs-all discriminative subnetworks. Here, the coverage
provided by a hypothetical three-gene subnetwork is shown. In the left panel, the distribution of the expression levels of each gene across all
samples is shown. We first compute the mean (μi) and the standard deviation (si) of this distribution for each gene gi. Subsequently, we identify
samples that are positively or negatively covered by each gene. A gene gi with expression greater than μi + a * si in a sample is said to
positively cover that sample, while a gene gi with expression less than μi - a * si in a sample is said to negatively cover that sample (we set a =
2 in our experiments). 7. Expand the subnetwork with gk: Si ¬ Si ∪{gk}
8. Update the set of uncovered positive samples for
class t: ℳ(t) ¬ ℳ(t) \ P k
(t)
9. Update set of neighbouring genes: Q ¬ Q ∪{gj Î
V : δ(gk, gj) ≤ℓ} \ {gk}
10. If Q = ∅or M(t) = ∅, return Si; otherwise, go to
step (5). p
g
g
8. Update the set of uncovered positive samples for
class t: ℳ(t) ¬ ℳ(t) \ P k
(t) 7. Expand the subnetwork with gk: Si ¬ Si ∪{gk}
8. Update the set of uncovered positive samples for
class t: ℳ(t) ¬ ℳ(t) \ P k
(t)
9. Update set of neighbouring genes: Q ¬ Q ∪{gj Î
V : δ(gk, gj) ≤ℓ} \ {gk}
10. If Q = ∅or M(t) = ∅, return Si; otherwise, go to
step (5). 9. Update set of neighbouring genes: Q ¬ Q ∪{gj Î
V : δ(gk, gj) ≤ℓ} \ {gk} 7. Expand the subnetwork with gk: Si ¬ Si ∪{gk} 1. Initialize subnetwork: Si ¬ {gi} The negative and positive cover sets for each gene and the subnetwork composed of g1, g2 and g3 are shown on the
right. In this example, this subnetwork negatively covers (all samples in) Stage B. Figure 2 Illustration of the set-cover based algorithm for the identification of one-vs-all discriminative subnetworks. Here, the coverage
provided by a hypothetical three-gene subnetwork is shown. In the left panel, the distribution of the expression levels of each gene across all
samples is shown. We first compute the mean (μi) and the standard deviation (si) of this distribution for each gene gi. Subsequently, we identify
samples that are positively or negatively covered by each gene. A gene gi with expression greater than μi + a * si in a sample is said to
positively cover that sample, while a gene gi with expression less than μi - a * si in a sample is said to negatively cover that sample (we set a =
2 in our experiments). The negative and positive cover sets for each gene and the subnetwork composed of g1, g2 and g3 are shown on the
right. In this example, this subnetwork negatively covers (all samples in) Stage B. 6. Find all the genes (can be multiple) in Q with
maximum |(P(t)
j )′ | −| (N (t)
j
)′| and let gk be the
gene
among
these
genes
with
minimum
t′∈T \{t}
P(t)′
k
(i.e., gk has minimum positive back-
ground coverage). Page 7 of 12 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 This algorithm is also used for identifying the minimal
negative covering subnetwork seeded at gi by simply
replacing Q with P above. profiles of these subnetworks. This application also pro-
vides a useful means for assessing the biological rele-
vance, reproducibility, and utility of the identified
subnetworks. In order to use stage-specific subnetworks
in colorectal cancer to predict the stage of a patient,
following steps are performed: Assessing statistical significance of subnetworks We then choose the top k
positive and negative covering subnetworks for
each phenotype class, giving us a total of 2*k*|T |
features to be used in classification. Here, k is a
user defined parameter to set the number of
stage-specific subnetworks that are used for each
class. Note also that the cover provided by a subnetwork for a
target phenotype class depends on the size of the sub-
network (i.e., the number of proteins in the subnetwork). In other words, if we construct subnetworks at random,
we would expect larger subnetworks to have a higher
coverage. Furthermore, in our experiments, we also
observe that larger subnetworks tend to have higher dis-
criminative power (Δ ). Motivated by these insights, we
assess the statistical significance of a subnetwork as a
function of its size. For this purpose, we stratify the sub-
networks that compose each background distribution
according to subnetwork size and compute the p-value of
a subnetwork S by comparing Δ(S) to the discriminative
power of the background subnetworks that have similar
size to the subnetwork of interest. More precisely, the
p-value of S is defined as the fraction of subnetworks
with discriminative power greater than that of S among
all subnetworks in the background set with size equal to
that of S. A minimal covering subnetwork S discovered
by COBALT is considered to be statistically significant if
its p-value is less than the significance threshold for both
background populations. (b) The second approach assumes that assess-
ment of statistical significance will facilitate
selection of biologically more meaningful subnet-
works, also providing more power in classifica-
tion as compared to high-scoring subnetworks. For this purpose, using the two proposed statisti-
cal significance tests discussed in the previous
section, we identify subnetworks that are signfi-
cant according to both statistical tests and use all
of these significantly discriminative subnetworks
as features for classification. 3. Once we obtain a final list of features either
using (a) or (b) at step (2), we compute the aggre-
gate expression profiles (ES ) for each of these
selected subnetworks and use these to construct
feature vectors for each sample (where each fea-
ture represents the aggreate expression of one
subnetwork). 4. Finally, we use these feature vectors to train
and test classifiers for predicting the class of the
phenotype of interest. Assessing statistical significance of subnetworks In order to asses the significance of the identified sub-
networks, we perform two distinct significance tests. In order to asses the significance of the identified sub-
networks, we perform two distinct significance tests. Each significance test is performed by generating an
empirical
background
distribution
that
carefully
accounts for multiple hypothesis testing. The first back-
ground distribution is obtained by randomly permuting
the class labels. The second background distribution, on
the other hand, is obtained by permuting the gene
expression profiles (the rows of the gene expression
matrix, thereby randomly reestablishing the relationship
between the expression profiles and the nodes in the
PPI network ). After generating a large number of these
randomized datasets, we use COBALT to identify class-
specific subnetworks for the randomized datasets as
well. We then use these subnetworks as the background
distribution to test the statistical significance of the dis-
criminative power of the stage-specific subnetworks
identified on the actual dataset. This approach implicitly
handles multiple hypothesis testing, since the back-
ground distribution is constructed using the most discri-
minative subnetworks that could be identified on each
randomized dataset. 1. We first identify both the positive and negative
covering subnetworks for each gene gi Î V . 1. We first identify both the positive and negative
covering subnetworks for each gene gi Î V . 2. In order to investigate the effect of statistical sig-
nificance on the classification utility of subnetworks,
we use two alternate strategies to extract a list of
features from the sets of covering subnetworks
found in (1): (a) The first approach assumes that high-scoring
subnetworks are more useful for classification, as
compared to significantly discriminative subnet-
works. For each phenotype class t Î T , we sort
the subnetworks based on their all-vs-all
(all−vs−all(S)) or one-vs-all (all−vs−all(S)) dis-
criminative power. We then choose the top k
positive and negative covering subnetworks for
each phenotype class, giving us a total of 2*k*|T |
features to be used in classification. Here, k is a
user defined parameter to set the number of
stage-specific subnetworks that are used for each
class. (a) The first approach assumes that high-scoring
subnetworks are more useful for classification, as
compared to significantly discriminative subnet-
works. For each phenotype class t Î T , we sort
the subnetworks based on their all-vs-all
(all−vs−all(S)) or one-vs-all (all−vs−all(S)) dis-
criminative power. Experimental design Colorectal Cancer (CRC) is one of the most common
causes of cancer related deaths in the western civiliza-
tion [12]. Diagnosis of CRC is often difficult as the
symptoms appear only at the advanced stages of the dis-
ease. Moreover, early diagnosis is very critical as the
survival rate changes dramatically with the stage of the
cancer. In fact, 5 year survival rates when diagnosis is
made at the localized stage (cancer is confined in the
primary site) and after cancer has metastasized are
around 90% and 12% respectively [13]. These observa-
tions suggest that, for effective diagnosis, prognosis and
treatment, accurate determination of disease stage is
crucial. COBALT is fully implemented in Matlab. We use this
implementation to perform the following classification
experiments: • Prediction of disease stage in GSE14333. Subnet-
works discovered using GSE14333 are used to pre-
dict the stages of samples in the same dataset in a
10-fold cross validation setting. Samples in each phe-
notype class are randomly separated into ten similar-
sized groups. In each iteration, one of the groups in
each class is chosen to be the test data and the rest
of the data is used to train the classifier. • Prediction of disease stage in GSE14333. Subnet-
works discovered using GSE14333 are used to pre-
dict the stages of samples in the same dataset in a
10-fold cross validation setting. Samples in each phe-
notype class are randomly separated into ten similar-
sized groups. In each iteration, one of the groups in
each class is chosen to be the test data and the rest
of the data is used to train the classifier. • Prediction of disease stage in GSE5206. Subnet-
works discovered using GSE14333 are used to pre-
dict the stages of samples in GSE5206. In this cross-
classification setting, the classifier is trained on
GSE14333 and tested on the other dataset, GSE5206. There are different classification systems for the pro-
gression of colorectal cancer. Dukes’ famous staging sys-
tem classifies patients based on how far the cancer is
spread [14]. TNM is another staging method providing
a more comprehensive framework including information
about the size and localization of the tumor, as well as
the involvement of lymph nodes [15]. CRC Datasets we
use in our experiments are classified by Dukes’ staging
system. For both of these settings, we use a naive Bayesian clas-
sifier provided by Matlab’s classify function. Experimental design Using other
classifier options provided by Matlab’s classifier proce-
dure only marginally effects the results (data not shown). Results and discussion One application of identifying subnetworks that can dis-
criminate multiple phenotype classes is to predict the
phenotype class of a test sample using the expression In this section, we first give brief information about the
colorectal cancer in human (CRC) and introduce the
two stage-specific CRC datasets and the PPI network we Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Page 8 of 12 Table 1 Number of samples labeled with each colorectal
cancer stage based on Dukes’ 4-stage classification in the
datasets used in our experiments. Table 1 Number of samples labeled with each colorectal
cancer stage based on Dukes’ 4-stage classification in the
datasets used in our experiments. stage
A
B
C
D
total
GSE14333
44
94
91
61
290
GSE5206
12
32
33
21
98 use in our experiments. Subsequently, we describe in
detail the experimental framework used. After introdu-
cing the performance evaluation metrics used, we pre-
sent our experimental results comparing one-vs-all and
all-vs-all discriminative subnetworks, as well as the addi-
tive and set-cover based algorithms that are used to dis-
cover these subnetworks. Next, we analyze the effect of
the network distance parameter (ℓ) that adjusts the
search space size when growing the subnetworks. Finally, we compare the performance of high-scoring
and statistically significant subnetworks in predicting the
stages of samples. stage
A
B
C
D
total
GSE14333
44
94
91
61
290
GSE5206
12
32
33
21
98 Bi-oGrid, and BIND. We remove the nodes with no
interactions to obtain a final PPI network that contains
8959 proteins and 33,528 interactions among these
proteins. Datasets We use two CRC microarray datasets obtained from the
Gene Expression Omnibus [16] in our experiments. These datasets that contain labeled CRC samples with
Dukes’ 4-stage classification are the following: In order to obtain a comprehensive picture of the perfor-
mance of different approaches, we list the precision and
recall of the classification experiments for each pheno-
type class separately. Precision refers to the percentage of
the correct predictions over all samples predicted belong-
ing to the respective CRC stage, whereas recall refers to
the percentage of the correctly predicted samples over all
samples that are clinically diagnosed to belong the
respective CRC stage. Please note that we set the network
distance parameter ℓ= 3 in all experiments unless other-
wise noted, since it provides the best performance as
shown in the next section. When quantizing the expres-
sion values of a gene over all samples using Equation 2,
we set a = 2 as the threshold parameter for the gene’s
dysregulation in a sample to be considered positively or
negatively covering. • GSE14333 contains the expression profiles of
54675 genes in 290 samples. • GSE5206 contains the expression profiles of the
same 54675 genes in 98 samples. The distribution of the samples in each dataset with
respect to CRC stage is shown in Table 1. The human protein-protein interaction data used in
our experiments is obtained from NCBI Entrez Gene
Database [17]. This database integrates interaction data
from several other databases available, such as HPRD, Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Page 9 of 12 We compare COBALT with our implementation of the
two additive greedy approaches explained in detail in the
Methods section, namely additiveova and additiveava. additiveova and additiveava refer respectively to the algo-
rithms that aim to identify one-vs-all and all-vs-all sub-
networks by greedily maximizing the discriminative
power of the subnetworks (one−vs−all and all - vs - all). In the first set of experiments, we use the 10-fold cross
validation framework for prediction of disease stage of
samples in GSE14333, using the high-scoring subnet-
works extracted as features from the same dataset, i.e.,
we use the top scoring positive and negative subnetworks
for each stage in COBALT (setting k = 1), top 2 subnet-
works for each stage in additiveova and top 8 subnet-
works for additiveava as features (a total of 8 features
used in each method). Datasets reproducibility and the utility of identified stage-specific
subnetworks. For this purpose, we systematically evaluate
the classification performance of the subnetworks for
varying network distance parameter (ℓ) that adjusts the
search space size when growing the subnetworks using
COBALT. We also compare the subnetworks identified
by the network-guided algorithm with groups of genes
that are identified by using the same algorithm in a net-
work-free fashion. The set-cover based algorithm imple-
mented by COBALT is quite efficient, therefore a
network-free search for stage-specific groups of proteins
is feasible. In the PPI network free approach, the next protein to
be added to the subnetwork does not need to be in a cer-
tain proximity (i.e., ℓis effectively set to ∞) to the pro-
teins already in the subnetwork. This increases the search
space for the algorithm, thus making it infeasible for
most of the state-of-the-art algorithms to perform some
complex analyses such as statistical significance compu-
tations. The effect of the parameter ℓon the classification
performance for each CRC stage is shown in terms of
precision and recall in Figures 4 (a) and 4(b) respectively. As seen in the figures, the classification performance
(hence the reproducibility) of identified subnetworks
improves as PPI network neighborhood is defined more
flexibly. This is expected, since the PPI network is incom-
plete, thus consideration of indirect interactions accounts
for missing interactions to a certain extent. However, as
the search diameter reaches 3, the classification perfor-
mance saturates and adding more flexibility to the search
does not improve performance any more. This observa-
tion suggests that incorporation of PPI networks is useful
for increased efficiency of the search, as well as identifica-
tion of more reproducible subnetworks. Thus we set As shown in Figure 3, COBALT provides better perfor-
mance compared to both of the additive approaches in
terms of the precision in prediction for all CRC stages. It
also provides better recall values for all CRC stages
except for samples in Stage A. COBALT achieves 0.84
weighted average precision over all stages where as addi-
tiveova and additiveava respectively achieve 0.71 and 0.62
precision. Similarly, COBALT outperforms others by
achieving 0.84 weighted average recall over all stages
where as additiveova and additiveava respectively provide
0.69 and 0.60 recall. Datasets The effect of the PPI network on classification performance
In this section, we discuss the effect of the PPI network
in the classification performance of subnetworks identi-
fied by COBALT. Since the use of the PPI network con-
fines the search space to functionally related groups of
proteins, these experiments provide insights into whether
these functional constraints also improve the biological Figure 3 Precision and recall values for each stage in prediction of stages of samples in GSE14333. Precision and recall values for each
stage in prediction of stages of samples in GSE14333 in a 10-fold cross validation framework are shown in (a) and (b) respectively. COBALT
outperforms the additive approaches in terms of precision for all CRC stages. It also provides better recall values for all CRC stages except for
Stage A. Figure 3 Precision and recall values for each stage in prediction of stages of samples in GSE14333. Precision and recall values for each
stage in prediction of stages of samples in GSE14333 in a 10-fold cross validation framework are shown in (a) and (b) respectively. COBALT
outperforms the additive approaches in terms of precision for all CRC stages. It also provides better recall values for all CRC stages except for
Stage A Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Page 10 of 12 Figure 4 Precision and recall plots of each stage with respect to different values of the network distance parameter ℓ. Precision and
recall plots of each stage, in prediction of CRC stages of samples in GSE14333 in a 10-fold cross validation framework are shown in (a) and (b)
respectively, with respect to different values of the network distance parameter ℓ, as well as the PPI-free approach. Setting ℓ= 3 provides the
best performance for most of the cancer stages in terms of both precision and recall, also providing a smaller search space compared to ℓ= 4
and the PPI-free approach. Figure 4 Precision and recall plots of each stage with respect to different values of the network distance parameter ℓ. Precision and
recall plots of each stage, in prediction of CRC stages of samples in GSE14333 in a 10-fold cross validation framework are shown in (a) and (b)
respectively, with respect to different values of the network distance parameter ℓ, as well as the PPI-free approach. The effect of using statistically significant subnetworks on
classification performance Contingency tables for prediction of CRC stages of samples in GSE14333 with
COBALT using (a) 9 statistically significant features composed of 139 unique
genes, (b) 9 features with top mutual information scores composed of 144
unique genes. The weighted average precision scores are 0.86 and 0.81 for
(a) and (b) respectively. Similarly, weighted average recall values are 0.85 and
0.81 respectively for (a) and (b). Contingency tables for prediction of CRC stages of samples in GSE14333 with
COBALT using (a) 9 statistically significant features composed of 139 unique
genes, (b) 9 features with top mutual information scores composed of 144
unique genes. The weighted average precision scores are 0.86 and 0.81 for
(a) and (b) respectively. Similarly, weighted average recall values are 0.85 and
0.81 respectively for (a) and (b). Datasets Setting ℓ= 3 provides the
best performance for most of the cancer stages in terms of both precision and recall, also providing a smaller search space compared to ℓ= 4
and the PPI-free approach. ℓ= 3 as it is the most reasonable choice in terms of both
the classification performance and the computational
efficiency of the algorithms. working on multi-class phenotypes, namely, one-vs-all
and all-vs-all. We then introduced our cover-based algo-
rithm for network-guided disease marker discovery, for
identifying subnetworks with one-vs-all discriminative
power. Moreover, we have introduced a framework for
assessing the statistical significance of the identified sub-
networks. Systematic experiments on real multi-staged
CRC datasets show that the proposed algorithm outper-
forms the additive algorithms in terms of providing
higher precision and recall in prediction of sample The effect of using statistically significant subnetworks on
classification performance The effect of using statistically significant subnetworks on
classification performance In this section, we compare the classification perfor-
mance of high-scoring subnetworks to that of statisti-
cally significant subnetworks. On the GSE14333 dataset,
COBALT identifies 9 statistically significant subnetworks
with 139 unique genes (please see Additional File 1 for
the list of genes and the covered stage of colorectal can-
cer for these 9 subnetworks). Using these subnetworks
as features, we predict the stage of the samples in
GSE14333 in a 10-fold cross validation framework as
previously explained. We choose the same number of
features with top (one - vs - all(S). score and compare
the classification performance of both approaches. Stage-specific precision and recall values for both
approaches are shown in Table 2. As seen in the table,
utilizing statistical significance computations when
choosing features improve performance for predicting
the stages of patients in GSE14333, with less number of
unique genes used. Table 2 Contingency tables for prediction of CRC stages
of samples in GSE14333. Predicted Classes
stage
A
B
C
D
recall
Actual Classes
A
37
3
0
4
0.84
B
3
74
11
6
0.78
C
5
5
77
4
0.84
D
4
7
3
47
0.82
precision
0.75
0.83
0.84
0.77
Predicted Classes
stage
A
B
C
D
recall
A
38
1
2
3
0.86
Actual Classes
B
4
75
8
7
0.79
C
3
2
83
3
0.91
D
2
3
4
52
0.85
precision
0.80
0.92
0.85
0.80
Contingency tables for prediction of CRC stages of samples in GSE14333 with
COBALT using (a) 9 statistically significant features composed of 139 unique
genes, (b) 9 features with top mutual information scores composed of 144
unique genes. The weighted average precision scores are 0.86 and 0.81 for
(a) and (b) respectively. Similarly, weighted average recall values are 0.85 and
0.81 respectively for (a) and (b). Table 2 Contingency tables for prediction of CRC stages
of samples in GSE14333. In the cross-classification framework, we use the statisti-
cally significant features identified in GSE14333 to pre-
dict the classes of samples in the GSE5206 dataset, i.e.,
the classifier is trained using GSE14333 and tested on
GSE5206. The stage-specific precision and recall values
are shown in Table 3. The weighted average precision
and recall values are 0.57 and 0.56 respectively. Conclusions In this article, we have proposed two alternate formula-
tions of the discriminative power of subnetworks when Page 11 of 12 Page 11 of 12 Page 11 of 12 Erten et al. BMC Proceedings 2012, 6(Suppl 7):S1
http://www.biomedcentral.com/1753-6561/6/S7/S1 Table 3 Contingency table for prediction of CRC stages
of samples in GSE5206 using the statistically significant
features identified from GSE14333. Table 3 Contingency table for prediction of CRC stages
of samples in GSE5206 using the statistically significant
features identified from GSE14333. Predicted Classes
stage
A
B
C
D
recall
A
9
2
1
0
0.75
Actual Classes
B
3
18
8
3
0.56
C
5
3
20
5
0.60
D
4
3
6
8
0.38
precision
0.42
0.69
0.57
0.50 Western Reserve University, Cleveland, OH, USA. 6Department of Genetics,
Case Western Reserve University, Cleveland, OH, USA. Table 3 Contingency table for prediction of CRC stages
of samples in GSE5206 using the statistically significant
features identified from GSE14333. Predicted Classes
stage
A
B
C
D
recall
A
9
2
1
0
0.75
Actual Classes
B
3
18
8
3
0.56
C
5
3
20
5
0.60
D
4
3
6
8
0.38
precision
0.42
0.69
0.57
0.50 References
S h stages. The efficient implementation of the cover-based
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with respect to the phenotype vector). We have also
shown that guiding the subnetwork discovery search
with the PPI network identifies subnetworks that are
more informative (in terms of classification power) than
the net-works identified without the PPI network. We
have also investigated the impact of different values of
the network distance parameter, ℓ, and concluded that
using ℓ= 3 is the most reasonable choice in terms of
both classification performance and computational
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10.1038/msb4100180]. Authors’ contributions All authors conceived and formulated the problem; SE and MK conceived
and formulated the proposed approach and algorithms; SE implemented
and tested the algorithms; RKE provided the expression data; SE and MK
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statistically significant subnetworks identified for GSE14333 dataset are
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queries and suggestions have helped improve this article significantly. MK
and SE are supported in part by the National Science Foundation grant CCF-
0953195. MK and MRC are also supported in part by the National Institutes
of Health grant R01-HL106798. SE is also supported in part by Choose Ohio
First Scholarship. JSB and XG are supported by Case Comprehensive Cancer
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Sobin LH, Gospodarowicz MK, Wittekind C: TNM - classification of malignant
tumours 2010. Author details
1 1Department of Electrical Engineering & Computer Science, Case Western
Reserve University, Cleveland, OH, USA. 2School of Computer Science,
Carnegie Mellon University, Pittsburgh, PA, USA. 3Case Center for Proteomics
& Bioinformatics, Case Western Reserve University, Cleveland, OH, USA. 4Department of Epidemiology and Biostatistics, Case Western Reserve
University, Cleveland, OH, USA. 5Case Comprehensive Cancer Center, Case review, 1975-2008. 2010 [http://seer.cancer.gov/csr/1975_2008/]. 14. Dukes CE: The classification of cancer of the rectum. The Journal of
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http://www.biomedcentral.com/1753-6561/6/S7/S1 15. Sobin LH, Gospodarowicz MK, Wittekind C: TNM - classification of malignant
tumours 2010. 16. Barrett T, Troup DB, Wilhite SE, Ledoux P, Evangelista C, Kim IF,
Tomashevsky M, Marshall KA, Phillippy KH, Sherman PM, Muertter RN,
Holko M, Ayanbule O, Yefanov A, Soboleva A: NCBI GEO: archive for
functional genomics data sets-10 years on. Nucleic Acids Research 2010,
39(Database):D1005-D1010. 17. Maglott D, Ostell J, Pruitt KD, Tatusova T: Entrez Gene: gene-centered
information at NCBI. Nucl Acids Res 2007, 35(suppl-1):D26-31 [http://nar. oxfordjournals.org/cgi/content/abstract/35/suppl_1/D26]. doi:10.1186/1753-6561-6-S7-S1
Cite this article as: Erten et al.: Identifying stage-specific protein
subnetworks for colorectal cancer. BMC Proceedings 2012 6(Suppl 7):S1. 15. Sobin LH, Gospodarowicz MK, Wittekind C: TNM - classification of malignant
tumours 2010. 16. Barrett T, Troup DB, Wilhite SE, Ledoux P, Evangelista C, Kim IF,
Tomashevsky M, Marshall KA, Phillippy KH, Sherman PM, Muertter RN,
Holko M, Ayanbule O, Yefanov A, Soboleva A: NCBI GEO: archive for
functional genomics data sets-10 years on. Nucleic Acids Research 2010,
39(Database):D1005-D1010. 17. Maglott D, Ostell J, Pruitt KD, Tatusova T: Entrez Gene: gene-centered
information at NCBI. Nucl Acids Res 2007, 35(suppl-1):D26-31 [http://nar. oxfordjournals.org/cgi/content/abstract/35/suppl_1/D26]. doi:10.1186/1753-6561-6-S7-S1
Cite this article as: Erten et al.: Identifying stage-specific protein
subnetworks for colorectal cancer. BMC Proceedings 2012 6(Suppl 7):S1. 15. Sobin LH, Gospodarowicz MK, Wittekind C: TNM - classification of malignant
tumours 2010. 16. Barrett T, Troup DB, Wilhite SE, Ledoux P, Evangelista C, Kim IF,
Tomashevsky M, Marshall KA, Phillippy KH, Sherman PM, Muertter RN,
Holko M, Ayanbule O, Yefanov A, Soboleva A: NCBI GEO: archive for
functional genomics data sets-10 years on. Nucleic Acids Research 2010,
39(Database):D1005-D1010. 17. Maglott D, Ostell J, Pruitt KD, Tatusova T: Entrez Gene: gene-centered
information at NCBI. Nucl Acids Res 2007, 35(suppl-1):D26-31 [http://nar. oxfordjournals.org/cgi/content/abstract/35/suppl_1/D26]. doi:10.1186/1753-6561-6-S7-S1
Cite this article as: Erten et al.: Identifying stage-specific protein
subnetworks for colorectal cancer. Author details
1 BMC Proceedings 2012 6(Suppl 7):S1. 17. Maglott D, Ostell J, Pruitt KD, Tatusova T: Entrez Gene: gene-centered
information at NCBI. Nucl Acids Res 2007, 35(suppl-1):D26-31 [http://nar. oxfordjournals.org/cgi/content/abstract/35/suppl_1/D26]. doi:10.1186/1753-6561-6-S7-S1
Cite this article as: Erten et al.: Identifying stage-specific protein
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English
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The Effect of Chronic Deafferentation on Mental Imagery: A Case Study
|
PloS one
| 2,012
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cc-by
| 7,790
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The effect of chronic deafferentation on mental imagery: a case study
Horst, A.C. ter; Cole, J.; Lier, R.J. van; Steenbergen, B. 2012, Article / Letter to editor (PLoS One, 7, 8, (2012), article e42742)
Doi link to publisher: https://doi.org/10.1371/journal.pone.0042742 Version of the following full text: Publisher’s version
Downloaded from: http://hdl.handle.net/2066/109787
Download date: 2024-10-24 Download date: 2024-10-24 Abstract Visual- and motor imagery rely primarily on perceptual and motor processes, respectively. In healthy controls, the type of
imagery used to solve a task depends on personal preference, task instruction, and task properties. But how does the
chronic loss of proprioceptive and tactile sensory inputs from the body periphery influence mental imagery? In a unique
case study, we investigated the imagery capabilities of the chronically deafferented patient IW when he was performing a
mental rotation task. We found that IW’s motor imagery processes were impaired and that visual imagery processes were
enhanced compared to controls. These results suggest that kinaesthetic afferent signals from the body periphery play a
crucial role in enabling and maintaining central sensorimotor representations and hence the ability to incorporate
kinaesthetic information into the imagery processes. Citation: ter Horst AC, Cole J, van Lier R, Steenbergen B (2012) The Effect of Chronic Deafferentation on Mental Imagery: A Case Study. PLoS ONE 7(8): e42742. doi:10.1371/journal.pone.0042742 Editor: Nicholas P. Holmes, University of Reading, United Kingdom Editor: Nicholas P. Holmes, University of Reading, United Kingdom Received December 28, 2011; Accepted July 11, 2012; Published August 7, 2012 Received December 28, 2011; Accepted July 11, 2012; Published August 7, 2012 Copyright: 2012 ter Horst et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Copyright: 2012 ter Horst et al. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Copyright: 2012 ter Horst et al. This is an open-access article distributed under the term
unrestricted use, distribution, and reproduction in any medium, provided the original author a Funding: No current external funding sources for this study. Competing Interests: The authors have declared that no competing interests exist. * E-mail: a.terhorst@donders.ru.nl Competing Interests: The authors have declared that no competing interests exist. * E-mail: a.terhorst@donders.ru.nl and less accurate overall, but the influence of biomechanical
constraints remained. Hence, the loss of kinaesthetic afferents
alone is not sufficient to alter the embodied properties of MI
processes. Consequently, it is likely that the postural and
biomechanical
conflicts
arise
(at
least
partly)
from
central
processes. Introduction The ability to imagine is regarded as an extraordinary human
capacity. Humans are able to mentally manipulate internal
representations. This imagery capability is understood as a
reconstruction of actual perceptual experience from the past. Two types of imagery that have been studied extensively are visual
imagery (VI) and motor imagery (MI). In VI, participants mentally
perform visual transformations of an object or scene without a
retinal projection of that image [1]. In contrast, MI represents a
mental movement of one’s own body parts from a first person
perspective. MI is thus defined as a dynamic state during which a
participant mentally simulates a given action without overt
movement [2]. MI, but not VI, has been shown to be subject to postural
manipulations [3,4,5] and biomechanical constraints [6,7]. These
effects are thought to result from a conflict between the imagined
movement and the body’s current posture and movement abilities
[3,8]. From studies on amputees it is known that the (partial) loss of
the effectors and hence both afferent and efferent kinaesthetic
sensations, results in a lack of bodily influences on the MI
processes [9,10,11]. These studies looked at the necessity of a
present effector for the interaction between body representations
and imagery processes [10], and the influence of a missing effector
on MI processes [11]. There is, however, ambiguity as to the role
of the mere kinaesthetic afferent or efferent sensations in the
generation of these bodily influences on the MI processes. In a
study with a peripherally deafferented patient, Mercier et al. (2008) argued that this conflict mainly arises from online afferent
feedback, influencing the MI processes [8]. However, in a recent
study, Silva et al. (2011) showed that during transient deafferen-
tation due to local anaesthesia of the arm, MI processes are slower In order to answer this question, we performed two experiments
with an individual suffering from a rare case of selective peripheral
deafferentation - a condition of selective and complete chronic loss
of proprioceptive and tactile afferents due to a sensory neurono-
pathy [for a more elaborate description of the condition see:
16,17]. From the literature it is known that the deafferented
subjects IW and GL are able to explicitly construct motor
representations as both are able to perform accurate movements,
although likely with a more visual cognitive supervision than
controls [18,19]. Consequently, and in contrast to Mercier et al. Arjan C. ter Horst1,2*, Jonathan Cole3, Rob van Lier1, Bert Steenbergen2,1 1 Radboud University Nijmegen, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands, 2 Radboud University Nijmegen, Behavioural Science
Institute, Nijmegen, The Netherlands, 3 University of Bournemouth, Poole Hospital, Clinical Neurophysiology, Poole, United Kingdom 1 Radboud University Nijmegen, Donders Institute for Brain, Cognition and Behaviour, Nijmegen, The Netherlands, 2 Radboud Univ
Institute, Nijmegen, The Netherlands, 3 University of Bournemouth, Poole Hospital, Clinical Neurophysiology, Poole, United Kingdo Note: To cite this publication please use the final published version (if applicable). Abstract We know from previous studies that MI is dependent
on centrally constructed body representations [4,12], which
represent
the
body’s
current
posture
and
action
abilities
[13,14,15]. Therefore, we examine in the present study how the
long-term loss of kinaesthetic afferents influences central imagery
processes and specifically, the role of these kinaesthetic afferents on
the interaction between the imagined movements and the body’s
current posture and biomechanical constraints. By doing so, we
provide new insight in the selective role of afferent information on
(mental) motor processes. Participants p
The study was approved by the ethics committee of the Faculty
of Behavioural Sciences from the Radboud University Nijmegen
and all participants gave written informed consent prior to the
experiment, in accordance with the Helsinki declaration. The tasks
in both experiments were performed by the deafferented person
IW (age 59 years, male, left-handed), fifteen left-handed controls
(mean age 57.1 years, range 51–61 years), denoted as CL, and
fifteen right-handed controls (mean age 56.3 years, range 51–65
years), denoted as CR. All controls were neurologically healthy
and age and sex matched to IW (z-score IW vs. CL: 0.58 and IW
vs. CR: 0.45). Hand preference was assessed according to the
Edinburgh Handedness Inventory [27]. Hand preference was
found in all participants (laterality quotient: IW, 2100; left-
handed participants, 254625.7 mean 6 SD and right-handed
participants, 90618.5 mean 6 SD). All participants had normal
or corrected-to-normal vision. Introduction (2008), we used an implicit mental rotation task to study the
influence of long-term deafferentation on the implicit use of
internal motor representations. We used mental rotation tasks in
which MI (Experiment 1 and 2) and VI (Experiment 1) are
implicitly induced. The mental rotation task is a well defined task
to study imagery [7,20]. During the task, participants are
presented with rotated pictures of corporeal or non-corporeal August 2012 | Volume 7 | Issue 8 | e42742 1 August 2012 | Volume 7 | Issue 8 | e42742 PLOS ONE | www.plosone.org Effect of Deafferentation on Mental Imagery Figure 1. Examples of used stimuli. Examples of stimuli as used in
Experiment 1 (letters and hands) and Experiment 2 (hands). Degrees
represent the in-plane rotational angle. doi:10.1371/journal.pone.0042742.g001
Effect of Deafferentation on Mental Imagery Figure 1. Examples of used stimuli. Examples of stimuli as used in
Experiment 1 (letters and hands) and Experiment 2 (hands). Degrees
represent the in-plane rotational angle. doi:10.1371/journal.pone.0042742.g001 objects (i.e., hands or letters, respectively). In order to solve mental
rotation tasks, participants use visual and motor based strategies. Without explicit task instructions on how to solve the task, the use
of non-corporeal objects without accompanying motor represen-
tations results in the implicit use of VI [21]. The presentation of
corporeal objects results in the implicit use of MI [22]. In order to
establish whether MI or VI was used, we manipulated the
participants’ posture during both experiments and measured the
influence of biomechanical constraints on the imagery processes. The influence of biomechanical constraints during the mental
rotation can be defined as the difference in performance between
hand stimuli rotated toward and away from the body’s midsagital
plane [6,7,23,24,25]. Furthermore, in order to be able to ascribe
possible effects to the deafferentation and not to handedness, we
included both left and right handed age and sex matched controls
as IW is strongly left handed. If IW is able to construct a
representation of his current body posture and his action abilities,
we expected to find postural and biomechanical influences on MI. If, on the other hand, the long-term loss of afferent information
prevents IW constructing a postural and biomechanical represen-
tation as controls, we expected to find a lack of postural and
biomechanical influence on MI. Furthermore, we expected IW to
outperform controls on the VI tasks as IW is used to visualizing not
only his own movements prior to execution and movement
rehearsal [26] but also the movements of others for anticipation in
daily life. Figure 1. Examples of used stimuli. Examples of stimuli as used in
Experiment 1 (letters and hands) and Experiment 2 (hands). Degrees
represent the in-plane rotational angle. doi:10.1371/journal.pone.0042742.g001 Figure 1. Examples of used stimuli. Examples of stimuli as used in
Experiment 1 (letters and hands) and Experiment 2 (hands). Degrees
represent the in-plane rotational angle. doi:10.1371/journal.pone.0042742.g001 Procedure
E
i Experiment 1. The participants were placed in front of a
computer screen. Stimulus presentation was controlled using
custom developed software in Presentation (Neurobehavioral
systems, Albany, USA). Prior to the stimulus a fixation cross was
presented at the centre of the screen for a random time between
800 ms and 1200 ms. After this, the stimulus was presented and
visible until a response was given. A response consisted of the
words ‘‘left’’ or ‘‘right’’ for hand stimuli and ‘‘normal’’ or ‘‘mirror’’
for letter stimuli. RTs were automatically recorded by use of a
microphone detecting supra-threshold responses. Response accu-
racy was manually recorded by an experimenter during the
experiment. After the response, a black screen was displayed for
800 ms. Stimuli were presented one at a time. Participants were
instructed to judge the laterality of the hand-stimuli or the
mirrored or canonical presentation of the letter-stimuli as fast and
as accurately as possible, without explicit instructions on how to
solve the task. Participants were tested in one experimental session
consisting of eight blocks. For each stimulus type (i.e. letter and
hands) the participants positioned their hands on their lap
underneath the table with the palms oriented downward in two
blocks. In the other two blocks, participants positioned their hands
behind their back with their fingers intertwined [4]. Consequently,
the participants performed four blocks with hand-stimuli and four
blocks with letter-stimuli. All stimuli were repeated 4 times,
resulting in eight blocks of 48 stimuli. The experiment was
preceded by a test of 24 stimuli to familiarize the participants with
the task. The order of hand position and stimulus type was
randomized and counter-balanced per block. Results For the correct responses, the overall RT of IW did not differ
from the control groups, see Figure 2a. The mixed design
ANOVA
revealed
a
significant
main
effect
of
Angle
(F(3,84) = 90.270; p,0.001; g2 = 0.763). Despite a significant
interaction between Angle and Group (F(3,84) = 3.214; p,0.05;
g2 = 0.103), both groups showed a significant simple effect of
Angle (CL: F(3,42) = 64.451; p,0.001; g2 = 0.822 and CR: F(3,
24) = 30.050; p,0.001; g2 = 0.682), see Figure 3. Furthermore, we
obtained
a
significant
interaction
of
Type
by
Posture
(F(1,14) = 6.212; p,0.05; g2 = 0.307). Further simple effect anal-
yses revealed no significant postural influences for neither of the
stimulus types (all p.0.07). Crucially, we obtained a significant
three-way
interaction
of
Type
by
Posture
by
Group
(F(1,28) = 4.412; p,0.05; g2 = 0.136). Further analyses for the
CL group revealed no significant effect of posture or interaction of
Type by Posture (all p.0.75). For the CR group, however, we
obtained
a
significant
interaction
of
Type
by
Posture
(F(1,14) = 6.212; p,0.05; g2 = 0.307), which resulted in a signif-
icant simple effect of Posture (F(1,14) = 6.643; p,0.05; g2 = 0.322)
only for the hand stimuli and not for the letter stimuli (p.0.55), see
Figure 4a. For IW we only obtained a significant effect of Angle for
both the Hand stimuli (x2(3) = 10.275, p,.02) and Letter stimuli
(x2(3) = 26.625, p,.001), see Figure 3. The postural influence
found for the hand stimuli in the CR group differed significantly
from the postural influence obtained for IW, see Figure 4a. The
mixed design ANOVA on the biomechanical constraints revealed
a significant mean effect of the DOR (F(1,28) = 26.288; p,0.001;
g2 = 0.484). This effect was not modulated by Group (p.0.95), see
Figure 4b. For IW, the influence of the biomechanical constraints
was not significant (p.0.54). The influence of the biomechanical
constraints for IW differed significantly from that of both control
groups, see Figure 4b. Individual results of IW were analyzed using separate non
parametric Friedman’s tests for both types of stimuli (i.e. hands
and letters) with Angle as factor with 4 levels (0u, 60u, 120u and
180u). Wilcoxon Signed Rank Tests were used as post-hoc tests. The Wilcoxon Signed Rank test was also used to test for postural
influences for both hand and letter stimuli separately. Effect of Deafferentation on Mental Imagery Effect of Deafferentation on Mental Imagery this second experiment we were interested in the effects of the
postural manipulations, biomechanical constraints and the mod-
ulation of visual feedback in the performance for hand stimuli in
the different groups. As in Experiment 1, we used different mixed
design ANOVAs. For testing the postural influence and the effect
of changing the visual feedback we used a mixed design ANOVA
with the following design: 1 between subject variable Group, with
two levels: Control Left (CL) and Control Right (CR); 3 within-
subject factors (Feedback, Congruency and Angle); with 2 levels
for Feedback (Seen, Unseen), 2 levels for Congruency (Congruent,
Incongruent) and 4 levels for Angle (0u, 60u, 120u and 180u). To
test the influence of biomechanical constraints we used an identical
test as in Experiment 1. Individual results of IW were analyzed as
in Experiment 1 for the factors Angle, Feedback, Congruency and
biomechanical constraints. Identical tests as in Experiment 1 were
used to compare the results of IW with those of the left- and right
handed controls. Accuracy data were analyzed using the same
statistical designs as for the RT data. Post hoc analyses were
Bonferroni corrected and alpha-level was set at p = 0.05. positioned their hands on their laps with the palms oriented
downward or upward [28]. Furthermore, visual feedback was
altered during the experiments. During four of the eight blocks,
the participants’ hands were covered by a black cloth in order to
prevent them from seeing their own hands. During the blocks in
which visual feedback of the hands was impossible, the hand
position
of
the
participant
was
changed
passively
by
the
experimenter. In the case of IW, he then had no knowledge of
the position of his hands, something checked verbally. All other
parameters were identical to those of Experiment 1. Data analysis
i Experiment 1. Reaction times smaller than 400 ms and
larger than 3500 ms were excluded from further analyses (total loss
3.7% of all trials) in correspondence with former studies [20,29]. Reaction time analyses were then performed on correct responses. Incorrect responses were a ‘left’ response for a ‘right’ hand or a
‘mirrored’ response for a ‘canonically’ oriented letter and vice
versa. Analyses on accuracy data were performed on the
percentage of correct responses. The effect of the different conditions in the control participants
was assessed using separate mixed design analyses of variance
(ANOVA) for testing the influence of postural changes and
biomechanical constraints. The rationale for using different
ANOVAs is that letter stimuli in general, and 0u and 180u rotated
hand stimuli, cannot be denoted as being laterally or medially
rotated. Furthermore, this method provides a single numerical
measure for the influence of the biomechanical constraints for
comparing the biomechanical influences between the control
groups and IW. In order to test the postural influence on
performance of the controls we used an with the following design:
1 between subject variable Group, with two levels: Control Left
(CL) and Control Right (CR); 3 within-subject factors (Type,
Posture and Angle), with 2 levels for Type (Letter, Hand), 2 levels
for Posture (on lap, behind back) and 4 levels for Angle (0u, 60u,
120u and 180u). The values labelled 60u and 120u are the averaged
RTs of 60u and 300u, and 120u and 240u rotated stimuli,
respectively. To test for the influence of biomechanical constraints
on the performance for hand stimuli we used an ANOVA with 1
between subject variable (Group) with two levels (CL, CR) and 1
within subject variable Direction Of Rotation (DOR) with two
levels (Lateral rotations, Medial rotations). Stimuli As corporeal stimuli we used a custom made 3D hand model
designed in a 3D image software package (Autodesk Maya 2009,
USA). From this realistic model we constructed all corporeal
stimuli that were used in Experiment 1 and 2. The hand-stimuli
were shown from both a back- and palm view, see Figure 1. Additionally, as non-corporeal objects, we used typographical
character stimuli for Experiment 1 in Times New Roman font,
shown in a canonical or mirrored orientation, see Figure 1. The
stimuli were displayed on a 19’’ LCD computer screen, at a
distance of approximately 70 cm from the participants’ eyes,
resulting in a vertical visual angle of approximately 6u. All stimuli
were shown in six different angles of in-plane rotation (i.e. 0u, 60u,
120u, 180u, 240u and 300u), resulting in 24 unique hand stimuli
and 24 unique letter stimuli. Experiment 2. In the second experiment, the participants
were presented with hand-stimuli identical to those used in
Experiment 1. In contrast to Experiment 1, the participants Experiment 2. In the second experiment, the participants
were presented with hand-stimuli identical to those used in
Experiment 1. In contrast to Experiment 1, the participants PLOS ONE | www.plosone.org August 2012 | Volume 7 | Issue 8 | e42742 August 2012 | Volume 7 | Issue 8 | e42742 2 Discussion In Experiment 1, we studied the influence of deafferentation on
imagery capabilities. We expected IW’s MI to be impaired and his
VI to be enhanced compared to controls. We found that controls
showed the typical RT and accuracy profiles for mental rotation
tasks for the letter and hand stimuli [6,7,20,22]. Hence, we can
conclude, that the controls did use a mental rotation strategy to
solve the task. For IW, though we also found significant Angle
effects for both stimulus types, we only found a gradual increase in
RTs as a function of rotational angle for the hand stimuli. The RT
profile for the letter stimuli showed nearly equal RTs from 0u to
120u, all differing significantly from 180u, see Figure 3. Therefore,
IW seemingly does not use a mental rotation strategy. However,
during analysis if IW’s introspection, he reported that he mentally
‘‘placed the letter on an imaginary disc in order to rotate it upward’’. This
implies that IW did use a mental rotation strategy, albeit a
modified one. the task can result in the construction of a representation of the
current posture from available visual feedback, thereby interfering
with the imagined movement. In Experiment 1, the visibility of the
participants’ hands was confined with the postural manipulation. That is, during the placing of the hands in the correct position in
the ‘‘hands on lap’’ and the ‘‘hands behind the back’’ conditions,
the participants’ hands were visible and invisible, respectively. Therefore, in Experiment 2, the participants’ posture and visibility
of the hands were manipulated separately during a mental rotation
task of hands. If IW is able to construct a visual representation of
his hands’ current position and incorporates this representation
into his planned movement, we would expect an influence of the
hand posture on the performance only when IW is able to observe
his own hands. In contrast, when IW does not construct a visual
representation of his hands’ position, IW would not show any
postural influence, irrespective of the ability to see his own hands. The postural manipulations did not influence IW’s performance
during the mental rotation of letters and hands. For the letter
stimuli, the difference scores for the postural manipulations
between IW and the controls did not differ, see Figure 4a. This
finding is intuitive and agrees with the literature; letter stimuli are
non-corporeal
objects and
hence do not implicitly
induce
egocentric processing [20]. Results The same
non-parametric test was used to test for differences between lateral
and medial rotations. To compare the results of IW with those of the CL and CR
groups, we used 95% confidence intervals (CI). We calculated
difference scores across trials of the postural effects (i.e. hands
behind the back.hands on the lap) for both stimulus types for IW,
CL and CR. Furthermore, we also calculated difference scores for
the DOR-effect for hand stimuli only (i.e., lateral.medial). From
these (difference) scores, we calculated the 95% CI based on the t-
distribution for CL and CR and determined whether IW’s
difference scores fell outside the confidence intervals [8]. For the accuracy data we obtained a significant interaction of
Angle by Group (F(3,84) = 6.050; p,0.005; g2 = 0.178). Further
analyses revealed a decrease in accuracy as function of the angular
rotation for CL (F(3,42) = 13.791; p,0.001; g2 = 0.496) and CR
(F(3,42) = 32.416; p,0.001; g2 = 0.698). No further effects were
found significant. In the comparison of the accuracy between the
control groups and IW we found that IW was significantly more
accurate than both control groups, see Figure 3b. Accuracy data were analyzed using the same statistical designs
as for the RT data. Post hoc analyses were Bonferroni corrected
and the alpha-level was set at p = 0.05. Experiment 2. For experiment 2, the same exclusion criteria
were used as for Experiment 1, resulting in 4.2% loss of trials. In August 2012 | Volume 7 | Issue 8 | e42742 PLOS ONE | www.plosone.org 3 Effect of Deafferentation on Mental Imagery Figure 2. Mean reaction times and accuracy in Experiment 1. Reaction time (A) and accuracy data (B) for IW, CL and CR for
Experiment 1. Error bars represent the 95% CI. # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g002 Discussion
In Experiment 1 we studied the influence of deafferentation on
Figure 2. Mean reaction times and accuracy in Experiment 1. Reaction time (A) and accuracy data (B) for IW, CL and CR for
Experiment 1. Error bars represent the 95% CI. # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g002
Figure 3. Reaction times as function of rotational angle in
Experiment 1. Results Reaction time data from Experiment 1 as function of
angle for hand stimuli (A) and letter stimuli (B). Error bars represent Figure 2. Mean reaction times and accuracy in Experiment 1. Reaction time (A) and accuracy data (B) for IW, CL and CR for
Experiment 1. Error bars represent the 95% CI. # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g002 Figure 3. Reaction times as function of rotational angle in
Experiment 1. Reaction time data from Experiment 1 as function of
angle for hand stimuli (A) and letter stimuli (B). Error bars represent
standard error of the mean. doi:10.1371/journal.pone.0042742.g003 Discussion For the hand stimuli, the lack of
postural influence for IW differed significantly from the CR group,
but not from the CL group, see Figure 4a. The lack of postural
influence for IW is in correspondence with Mercier et al. (2008),
who showed that kinaesthetic afferents are an important factor in
the modulation of the imagery processes. However, Mercier et al. (2008) also showed that the ability to see one’s own hand during Results In line with Experiment 1, we found for the correct responses
that the overall RT of IW did not differ from the control groups,
see Figure 5a. The mixed design ANOVA revealed a significant
main effect of Angle (F(3,84) = 74.131; p,0.001; g2 = 0.726) and
Congruency (F(1,28) = 4.621; p,0.05; g2 = 0.142), see Figure 6. Despite
a
significant
interaction
of
Congruency
by
Angle August 2012 | Volume 7 | Issue 8 | e42742 PLOS ONE | www.plosone.org August 2012 | Volume 7 | Issue 8 | e42742 4 Effect of Deafferentation on Mental Imagery Figure 4. Difference scores for postural and biomechanical
influences in Experiment 1. Differences in reaction times between
the ‘hands behind the back’ and ‘hands on lap’ postural conditions (A)
and between lateral and medial rotations for IW, CL and CR (B). Error
bars represent 95% CI. * denotes significance at the p,0.05 level, **
denotes significant at the p,0.01 level and # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g004
Figure 5. Mean reaction times and accuracy in Experiment 2. Reaction time (A) and accuracy data (B) for IW, CL and CR for
Experiment 1. Error bars represent the 95% CI. # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi:10 1371/journal pone 0042742 g005 Figure 4. Difference scores for postural and biomechanical
influences in Experiment 1. Differences in reaction times between
the ‘hands behind the back’ and ‘hands on lap’ postural conditions (A)
and between lateral and medial rotations for IW, CL and CR (B). Error
bars represent 95% CI. * denotes significance at the p,0.05 level, **
denotes significant at the p,0.01 level and # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi 10 1371/jo rnal pone 0042742 g004 Figure 4. Difference scores for postural and biomechanical
influences in Experiment 1. Differences in reaction times between
the ‘hands behind the back’ and ‘hands on lap’ postural conditions (A)
and between lateral and medial rotations for IW, CL and CR (B). Error
bars represent 95% CI. * denotes significance at the p,0.05 level, **
denotes significant at the p,0.01 level and # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g004 Figure 5. Results The postural
influence found for the CR group differed significantly from the
postural influence obtained for IW, see Figure 7a. The mixed
design ANOVA on the biomechanical constraints revealed a
significant mean effect of the DOR (F(1,28) = 35.138; p,0.001;
g2 = 0.557). This effect was not modulated by Group (p.0.95), see
Figure 7b. For IW, the influence of the biomechanical constraints
was not significant (p.0.63), see Figure 7b. As in Experiment 1,
the influence of the biomechanical constraints for IW differed
significantly from that of both control groups, see Figure 7b. control groups and IW we found that IW was significantly more
accurate than both control groups, see Figure 5a. Results Mean reaction times and accuracy in Experiment 2. Reaction time (A) and accuracy data (B) for IW, CL and CR for
Experiment 1. Error bars represent the 95% CI. # denotes that the mean
score of IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g005 (F(3,84) = 6.695; p,0.002; g2 = 0.193) we obtained significant
simple effects of Angle for the Congruent (F(3,87) = 84.478;
p,0.001;
g2 = 0.744)
and
Incongruent
conditions
(F(3,87) = 40.696; p,0.001; g2 = 0.584). Crucially, we obtained a
significant
two-way
interaction
of
Congruency
by
Group
(F(1,28) = 6.040; p,0.02; g2 = 0.177). Further simple effect anal-
yses for the CL group revealed no significant effect of Congruency
(p.0.82). For the CR group, however, we obtained a significant
simple
effect
of
Congruency
(F(1,14) = 10.048;
p,0.01;
g2 = 0.418), see Figure 7a. For IW we only obtained a significant
effect of Angle (x2(3) = 16.350, p,.001) and no influence of the
postural manipulation irrespective of the feedback manipulation
(all p,0.09), see figures 6 and 7a, respectively. The postural
influence found for the CR group differed significantly from the
postural influence obtained for IW, see Figure 7a. The mixed
design ANOVA on the biomechanical constraints revealed a
significant mean effect of the DOR (F(1,28) = 35.138; p,0.001;
g2 = 0.557). This effect was not modulated by Group (p.0.95), see
Figure 7b. For IW, the influence of the biomechanical constraints
was not significant (p.0.63), see Figure 7b. As in Experiment 1,
the influence of the biomechanical constraints for IW differed
significantly from that of both control groups, see Figure 7b. (F(3,84) = 6.695; p,0.002; g2 = 0.193) we obtained significant
simple effects of Angle for the Congruent (F(3,87) = 84.478;
p,0.001;
g2 = 0.744)
and
Incongruent
conditions
(F(3,87) = 40.696; p,0.001; g2 = 0.584). Crucially, we obtained a
significant
two-way
interaction
of
Congruency
by
Group
(F(1,28) = 6.040; p,0.02; g2 = 0.177). Further simple effect anal-
yses for the CL group revealed no significant effect of Congruency
(p.0.82). For the CR group, however, we obtained a significant
simple
effect
of
Congruency
(F(1,14) = 10.048;
p,0.01;
g2 = 0.418), see Figure 7a. For IW we only obtained a significant
effect of Angle (x2(3) = 16.350, p,.001) and no influence of the
postural manipulation irrespective of the feedback manipulation
(all p,0.09), see figures 6 and 7a, respectively. Effect of Deafferentation on Mental Imagery Additionally, it has also been shown
that a lack of experience in the sensation of a certain movement
results in an inability to imagine that movement [37]. The
emergence of postural and biomechanical conflicts from centrally
generated conflicts between body representations and imagined
movements is in line with recent experimental results [38]. Furthermore, it is also in line with the emulation theory [39],
which states that body representations (represented in the
‘emulator’) play a crucial role in MI processes and are constructed
from former experience of afferent sensations [40]. Consequently,
by providing experimental evidence, our results give further rise to
the notion that MI is a centrally generated, offline process [41]. Figure 7. Difference scores for postural and biomechanical
influences in Experiment 2. Differences in reaction times between
the ‘Incongruent’ and ‘Congruent’ postural conditions (A) and between
lateral and medial rotations for IW, CL and CR (B). Error bars represent
95% CI. * denotes significance at the p,0.05 level, ** denotes
significant at the p,0.01 level and # denotes that the mean score of
IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g007 correspondence with the findings of Experiment 1, we found that
IW was significantly more accurate than the CR and CL group
and that the significant DOR effects for both control groups
differed significantly from IW, see Figure 7b. For the postural
manipulations we found that IW’s lack of postural influence
differed significantly from the significant posture effect for the CR
group, irrespective of the visual feedback. Consequently, these
findings confirm that kinaesthetic feedback plays an important role
in the emergence of a postural conflict irrespective of the visual
feedback on the effectors involved. Furthermore, the ability to
visually observe one’s own hand apparently does not evoke the use
of a visually constructed representation of the hand by IW in a
mental rotation task of hands. This does not imply that IW is unable to construct central
representations of the body’s current position. IW is able to
perform accurate movements by visualizing his movement from a
first person perspective prior to the overt movement [16,42]. His
ability to construct a representation of the body with only visual
information is in line with the multimodal nature of body
representations [13,40]. Consequently, IW is able to construct a
‘sensorimotor’ representation. Effect of Deafferentation on Mental Imagery Figure 7. Difference scores for postural and biomechanic
influences in Experiment 2. Differences in reaction times betwe
the ‘Incongruent’ and ‘Congruent’ postural conditions (A) and betwe
lateral and medial rotations for IW, CL and CR (B). Error bars represe
95% CI. * denotes significance at the p,0.05 level, ** deno
significant at the p,0.01 level and # denotes that the mean score
IW falls outside the 95% CI of the control group. doi:10.1371/journal.pone.0042742.g007 IW’s MI to be impaired and that his VI might be enhanced
compared to controls. In both experiments, we found that IW’s performance was not
influenced by postural manipulations, irrespective of the ability to
see his own hands. For the controls, we found that the CR group
was influenced by the postural manipulations but not the CL
group. This latter was expected and is considered to be related to
differing internal representations of the hands between left- and
right handed people [30,31]. Because both the CL group and IW
show a lack of postural influence, one might argue that this is
attributable to handedness alone, because IW is left handed. However, the influence of biomechanical constraints (as reflected
in the DOR-effect) differed significantly between IW and both
control groups in both experiments, see Figure 4 and 7. Consequently, the lack of embodied influences for IW cannot be
solely attributed to handedness alone and is therefore likely to
result from the lack of kinaesthetic afferents for IW. Collectively, our results show that the long-term loss of
kinaesthetic afferents results in an inability to implicitly incorpo-
rate kinaesthetic information into one’s centrally generated body
representations. Clearly, due to deafferentation there is no direct
kinaesthetic feedback to incorporate into a body representation. Interestingly it is likely that in addition, the long-term loss of
kinaesthetic afferents also results in an inability to recall these
sensations from memory in order to incorporate them into the
body representation. Memory has been shown to play a role
during MI [32]. The role of memory in MI processes is also
evident from the sustained influence of biomechanical constraints
during transient anaesthesia of the arm in a MI task [33]. Furthermore, it has been shown that even during transient
peripheral deafferentation acute plastic changes occur in the brain
[34,35], also leading to alterations in the central representation of
the body in the brain [36]. Effect of Deafferentation on Mental Imagery However, this representation is
phenomenologically different from the motor representations of
controls [18,19] and is likely to be primarily based on visual
perception. As MI consists of a mental transformation of visual and
kinaesthetic percept’s [20], it is important to show that the
observed lack of postural and biomechanical influences for IW
results from affected central motor processes and not an affected
ability to create and transform mental images. The results of the
letter task show that IW is perfectly able to perform mental
transformations of mental images. This is evidenced by the similar
performance in reaction times and enhanced accuracy compared
to controls. Therefore, it is likely that the observed lack of postural Discussion In this experiment, we were interested in the influence of visual
feedback on the effect of postural manipulations for IW. In Figure 6. Reaction times as function of rotational angle in
Experiment 2. Reaction time data from Experiment 1 as function of
angle for hand stimuli. Error bars represent standard error of the mean. doi:10.1371/journal.pone.0042742.g006 Figure 6. Reaction times as function of rotational angle in
Experiment 2. Reaction time data from Experiment 1 as function of
angle for hand stimuli. Error bars represent standard error of the mean. doi:10.1371/journal.pone.0042742.g006 For the accuracy data we obtained a significant effect of Angle
(F(3,84) = 26.492; p,0.001; g2 = 0.486). No further effects were
found significant. In the comparison of the accuracy between the August 2012 | Volume 7 | Issue 8 | e42742 PLOS ONE | www.plosone.org 5 Effect of Deafferentation on Mental Imagery Effect of Deafferentation on Mental Imagery and biomechanical influences for IW results from affected central
motor processes due to the chronic deafferentation. movements beforehand and uses visual imagery frequently and
widely to maintain performance. In conclusion, this study provides new insights in the debate on
the influence of afferent information in MI processes. In contrast
to former studies on the influence of (congenital) amputations on
MI processes, we selectively looked at the influence of afferent
information on these processes. We found that kinaesthetic
afferents play an important role in the conflict between imagined
movement and the body’s current posture. The body’s current
posture and biomechanical constraints are likely to be incorpo-
rated in a structural body description and processed centrally
during imagery. The long term loss of kinaesthetic afferents results
in the loss of central kinaesthetic representations and hence
impaired motor imagery. In order to compensate for this deficit,
IW uses a visual construct of his body, together with online visual
supervision to plan and control imagined motor acts. This
extraordinary faculty developed over years for planning and
indeed predicting movement is likely to explain IW’s enhanced
visual imagery capabilities [25]. In addition, as IW controls movement with mental attention
and close visual supervision, it is also likely that he developed
visual mental images of his own body as well. Consequently, his
mental transformation skills of visual images is not likely to be
limited to letters only. Indeed, we found that IW outperformed
both control groups on the accuracy level. with remarkably high
accuracy levels between 95% and 100% for all angles. Because IW
is unable to mentally simulate the kinaesthetic consequences of a
movement, it is likely that IW used VI to solve the mental rotation
tasks, irrespective of the used types of stimuli. Our results show that these VI abilities of IW are enhanced with
respect to controls. This high accuracy may be a result of two
processes. First, he uses visual imagery of movement in everyday
life and used it in his rehabilitation and secondly he seems to have
a high level of focused attention. It has already been shown that
participants with higher focused attention scores have an increased
performance in mental rotation tasks than participants with a
lower focused attention score [43]. In daily life, IW has to
continuously update his visual percept of the world and translate
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185–192. 12. Munzert J, Lorey B, Zentgraf K (2009) Cognitive motor processes: the role of
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does Fitts’s law hold in motor imagery? Behav Brain Res 72: 127–134. 13. de Vignemont F (2009) Body schema and body image–pros and cons. Neuropsychologia 48: 669–680. 33. Silva S, Loubinoux I, Olivier M, Bataille B, Fourcade O, et al. (2011) Impaired
visual hand recognition in preoperative patients during brachial plexus
anesthesia: importance of peripheral neural input for mental representation of
the hand. Anesthesiology 114: 126–134. 14. Tsakiris M, Haggard P (2005) The rubber hand illusion revisited: visuotactile
integration and self-attribution. J Exp Psychol Hum Percept Perform 31: 80–91. 15. de Vignemont F, Ehrsson HH, Haggard P (2005) Bodily illusions modulate
tactile perception. Curr Biol 15: 1286–1290. 34. Gandevia SC, Phegan CM (1999) Perceptual distortions of the human body
image produced by local anaesthesia, pain and cutaneous stimulation. J Physiol
514 (Pt 2): 609–616. 16. Cole C, Paillard J (1998) Living without Touch and Peripheral Information
about Body Position and Movement: Studies with Deafferented Subjects. In:
Bermu´dez JL, Marcel A, Eilan N, editors. The Body and the Self: MIT Press. (
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35. Ziemann U, Corwell B, Cohen LG (1998) Modulation of plasticity in human
motor cortex after forearm ischemic nerve block. J Neurosci 18: 1115–1123. y
17. Cole JD, Sedgwick EM (1992) The perceptions of force and of movement in a
man without large myelinated sensory afferents below the neck. J Physiol 449:
503–515. 36. Martucci KT, Coghill RC (2011) Regional anesthesia: functional implications
beyond the anesthetized nerve. Anesthesiology 114: 21–23. 37. Olsson CJ, Nyberg L (2010) Motor imagery: if you can’t do it, you won’t think it. Effect of Deafferentation on Mental Imagery Diminished attention or errors
in the mental transformations are likely to result in improper
movements and hence the risk of falling or not being able to grasp
an object, for example. He is quite clear that he mentally rehearses Author Contributions Conceived and designed the experiments: ACTH JC RVL BS. Performed
the experiments: ACTH JC. Analyzed the data: ACTH. Contributed
reagents/materials/analysis tools: ACTH. Wrote the paper: ACTH JC
RVL BS. Conceived and designed the experiments: ACTH JC RVL BS. Performed
the experiments: ACTH JC. Analyzed the data: ACTH. Contributed
reagents/materials/analysis tools: ACTH. Wrote the paper: ACTH JC
RVL BS. General Discussion In the current case study we investigated the influence of
deafferentation on imagery capabilities. We specifically looked at
the role of kinaesthetic afferents and how the imagery processes
are affected due to long term loss of afferent input. We expected August 2012 | Volume 7 | Issue 8 | e42742 PLOS ONE | www.plosone.org PLOS ONE | www.plosone.org August 2012 | Volume 7 | Issue 8 | e42742 6 Effect of Deafferentation on Mental Imagery 1. Guillot A, Collet C (2010) The neurophysiological foundations of mental and
motor imagery. Oxford: Oxford University Press. 2. Decety J (1996) The neurophysiological basis of motor imagery. Behav Brain
Res 77: 45–52. 43. Karadi K, Kallai J, Kovacs B (2001) Cognitive subprocesses of mental rotation:
why is a good rotator better than a poor one? Percept Mot Skills 93: 333–337. 41. Jeannerod M (2001) Neural simulation of action: a unifying mechanism for
motor cognition. Neuroimage 14: S103–109.
42. Miall RC, Haggard PN, Cole JD (1995) Evidence of a limited visuo-motor
memory used in programming wrist movements. Exp Brain Res 107: 267–280. 42. Miall RC, Haggard PN, Cole JD (1995) Evidence of a limited visuo-motor
memory used in programming wrist movements. Exp Brain Res 107: 267–280. 41. Jeannerod M (2001) Neural simulation of action: a unifying mechanism for
motor cognition. Neuroimage 14: S103–109. References Scand J Med Sci Sports 20: 711–725. 18. Bosbach S, Cole J, Prinz W, Knoblich G (2005) Inferring another’s expectation
from action: the role of peripheral sensation. Nat Neurosci 8: 1295–1297. 38. Vargas CD, Olivier E, Craighero L, Fadiga L, Duhamel JR, et al. (2004) The
influence of hand posture on corticospinal excitability during motor imagery: a
transcranial magnetic stimulation study. Cereb Cortex 14: 1200–1206. 19. Bosbach S, Knoblich G, Reed CL, Cole J, Prinz W (2006) Body inversion effect
without body sense: insights from deafferentation. Neuropsychologia 44: 2950–
2958. 39. Grush R (2004) The emulation theory of representation: motor control, imagery,
and perception. Behav Brain Sci 27: 377–396; discussion 396–442. 20. de Lange FP, Hagoort P, Toni I (2005) Neural topography and content of
movement representations. J Cogn Neurosci 17: 97–112. 40. Maravita A, Spence C, Driver J (2003) Multisensory integration and the body
schema: close to hand and within reach. Curr Biol 13: R531–539. 21. de Lange FP, Roelofs K, Toni I (2008) Motor imagery: a window into the
mechanisms and alterations of the motor system. Cortex 44: 494–506. 7 August 2012 | Volume 7 | Issue 8 | e42742 PLOS ONE | www.plosone.org August 2012 | Volume 7 | Issue 8 | e42742 Effect of Deafferentation on Mental Imagery Effect of Deafferentation on Mental Imagery Effect of Deafferentation on Mental Imagery August 2012 | Volume 7 | Issue 8 | e42742 PLOS ONE | www.plosone.org PLOS ONE | www.plosone.org 8
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A SURVEY ON WAVELET TRANSFORM TECHNIQUES
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Zenodo (CERN European Organization for Nuclear Research)
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Abstract: Computational tool for a variety of signal and image processing applications do exist and the
wavelet transform has become a useful tool among them. Smaller files are important for storing images
using less memory and for transmitting images faster and more reliably and hence the wavelet transform
is useful for the compression of digital image files. Compressing digitally scanned fingerprint images is
done by the FBI using wavelet transforms. For compressing images acquired by their 18 cameras,
NASA‟s Mars Rovers used wavelet transforms. The special requirements of deep-space communication
to meet the wavelet-based algorithm implemented in software onboard the Mars Rovers is designed. Based on wavelet transforms JPEG2K (the newer JPEG image file format) compression technique is
designed. „Cleaning‟ signals and „Images‟ are also done using Wavelet transforms which are also useful
for reducing unwanted noise and blurring. Based on wavelet and wavelet-like transforms, some
algorithms for processing astronomical images, for example do exist. Key Words: Wavelet Transform Image Processing Image Compression & Pipelining The wavelet transform, and how it is effective for noise reduction is illustrated by this Quick
Study and it briefly describes several improvements of the basic wavelet transform and basic noise
reduction method used in the illustration. What the wavelet transforms is, and the algorithms for
processing a signal after its wavelet transform has been computed are described. Wavelet transform
consists of two basic types of transformations. Easily reversible (invertible) is the nature of the one
type of wavelet transform designed. It is the transform in which the original signal can be easily
recovered after it has been transformed. Image compression and cleaning (noise and blur reduction) put
these kinds of transforms into utilization. Typically the wavelet representation is then modified
appropriately after computation of the wavelet transform and then the wavelet transform is reversed
(inverted) to obtain a new image. Signal analysis is the use of the second type of the wavelet
transform. The transform is used to detect faults in machinery from sensor measurements, to study
EEG or other biomedical signals and to determine how the frequency content of a signal evolves over
time. Modified form of the original signal is not needed in these cases and the wavelet transform need
not be inverted. The inversion of the wavelet transform is possible but it requires a lot of computation
time in comparison with the first type of wavelet transform. Abstract: Those wavelet transforms that are easily
invertible will be the focus of this short survey. International Journal of Advanced Trends in Engineering and Technology (IJATET)
Impact Factor: 5.665, ISSN (Online): 2456 - 4664
(www.dvpublication.com) Volume 2, Issue 1, 2017
A SURVEY ON WAVELET TRANSFORM TECHNIQUES
J. Vinoth Kumar* & Dr. C. Kumar Charlie Paul**
* St. Peter‟s University, Chennai Tamilnadu
** S.S.M College of Engineering, Bhavani, Tamilnadu
Cite This Article: J. Vinoth Kumar & Dr. C. Kumar Charlie Paul, “A Survey on
Wavelet Transform Techniques”, International Journal of Advanced Trends in
Engineering and Technology, Page Number 72-73, Volume 2, Issue 1, 2017. International Journal of Advanced Trends in Engineering and Technology (IJATET)
Impact Factor: 5.665, ISSN (Online): 2456 - 4664
(www.dvpublication.com) Volume 2, Issue 1, 2017
A SURVEY ON WAVELET TRANSFORM TECHNIQUES
J. Vinoth Kumar* & Dr. C. Kumar Charlie Paul**
* St. Peter‟s University, Chennai Tamilnadu
** S.S.M College of Engineering, Bhavani, Tamilnadu
Cite This Article: J. Vinoth Kumar & Dr. C. Kumar Charlie Paul, “A Survey on
Wavelet Transform Techniques”, International Journal of Advanced Trends in
Engineering and Technology, Page Number 72-73, Volume 2, Issue 1, 2017. International Journal of Advanced Trends in Engineering and Technology (IJATET)
Impact Factor: 5.665, ISSN (Online): 2456 - 4664
(www.dvpublication.com) Volume 2, Issue 1, 2017 A SURVEY ON WAVELET TRANSFORM TECHNIQUES
J. Vinoth Kumar* & Dr. C. Kumar Charlie Paul**
* St. Peter‟s University, Chennai Tamilnadu
** S.S.M College of Engineering, Bhavani, Tamilnadu 4. References: 1. W. Sweldens, "The lifting scheme: A custom-design construction of biorthogonal wavelets," Appl. Comput. Harmon. Anal., Vol. 3, no. 2, pp. 186- 200, Apr. 1996. 2. Daubechies and W. Sweldens, "Factoring wavelet transforms into lifting steps," J. Fourier Anal. Appl. Vol. 4, no. 3, pp. 247-269, 1998. 3. B. K. Mohanty and P. K. Meher, "Memory-efficient modular VLSI architecture for high-throughput
and low-latency implementation of multilevel lifting 2-D DWT," iEEE Trans. Signal Process., vol. 59,no. 5,pp. 2072-2084, May 2011. 3. B. K. Mohanty and P. K. Meher, "Memory-efficient modular VLSI architecture for high-throughput
and low-latency implementation of multilevel lifting 2-D DWT," iEEE Trans. Signal Process., vol. 59,no. 5,pp. 2072-2084, May 2011. 4. B. K. Mohanty, A. Mahajan, and P. K. Meher, "Area and power efficient architecture for high-
throughput implementation of lifting 2-D DWT,"JEEE Trans. Circuits Syst. ii, Exp. Briefs, vol. 59, no. 7, pp. 434--438, July 2012. 4. B. K. Mohanty, A. Mahajan, and P. K. Meher, "Area and power efficient architecture for high-
throughput implementation of lifting 2-D DWT,"JEEE Trans. Circuits Syst. ii, Exp. Briefs, vol. 59, no. 7, pp. 434--438, July 2012. pp
y
5. C. Cheng and K. K. Parhi,"High-speed VLSI implementation of 2- D discrete wavelet transform,"
iEEE Trans. Signal Process., vol. 56,no. I,pp. 393-403,2008. 5. C. Cheng and K. K. Parhi,"High-speed VLSI implementation of 2- D discrete wavelet transform,"
iEEE Trans. Signal Process., vol. 56,no. I,pp. 393-403,2008. 6. Chiu, K.-B. Lee, and c.-W. Jen, “Optimal data transfer and buffering schemes for JPEG2000 encoder,"
in Proc. Signal Process. Syst., pp. 177-182, 2003. 6. Chiu, K.-B. Lee, and c.-W. Jen, “Optimal data transfer and buffering schemes for JPEG2000 encoder,"
in Proc. Signal Process. Syst., pp. 177-182, 2003. 7. C.-T. Huang, P.-C.Tseng, and L.-G. Chen,"Flipping structure: An efficient VLSI architecture for
lifting-based discrete wavelet transform," IEEE Trans. Signal Process., vol. 52, no. 4, pp. 1080-1089,
Apr. 2004. 7. C.-T. Huang, P.-C.Tseng, and L.-G. Chen,"Flipping structure: An efficient VLSI architecture for
lifting-based discrete wavelet transform," IEEE Trans. Signal Process., vol. 52, no. 4, pp. 1080-1089,
Apr. 2004. p
8. N. U. Bhanu and A. Chilambuchelvan,"High-speed systolic VLST architecture for 2-D forward lifting-
based DWT ", Arab J Sci Eng 39, pp. 6125-6135, June 2014. 9. Y. Hu and C. C. Jong, "A memory-efficient scalable architecture for lifting-based discrete wavelet
transform," IEEE Trans. Circuits Syst. II, Exp. Briefs, vol. 60, no. 8,pp. 502-506, August 2013. 10. W. Zhang, Z. International Journal of Advanced Trends in Engineering and Technology (IJATET)
Impact Factor: 5.665, ISSN (Online): 2456 - 4664
(www.dvpublication.com) Volume 2, Issue 1, 2017 strip based scanning method for the first time is proposed by Chiu et al. [6]. Huang et al. [7] was the first to
propose the Flipping method. The architecture to map last component with first component of same systolic
array for column processing in a symmetric and cyclic manner was modified by Bhanu et al. [8]. Several
parallel units in both row processor and column processor, achieving path delay of Ta + Tm with smaller size of
the temporal memory of 3N has been implemented by Hu et at. [9]. The pipelined architecture with flipping
method resulting in path delay of Tm only with the smaller transposition buffer is proposed by Zhang et at. [10]. The path delay of Tm only and smallest temporal memory of 2N with pipelined architecture is achieved by
Darji et al. [11]. strip based scanning method for the first time is proposed by Chiu et al. [6]. Huang et al. [7] was the first to
propose the Flipping method. The architecture to map last component with first component of same systolic
array for column processing in a symmetric and cyclic manner was modified by Bhanu et al. [8]. Several
parallel units in both row processor and column processor, achieving path delay of Ta + Tm with smaller size of
the temporal memory of 3N has been implemented by Hu et at. [9]. The pipelined architecture with flipping
method resulting in path delay of Tm only with the smaller transposition buffer is proposed by Zhang et at. [10]. The path delay of Tm only and smallest temporal memory of 2N with pipelined architecture is achieved by
Darji et al. [11]. 3. Future Enhancement and Conclusion: 2-D lifting-based DWT that are recently implemented with existing memory efficient architectures are
studied compared and analyzed for arithmetic resources utilized, on chip memory consumed and computation
time required for processing with different delays. Parallel scan, block-based scan and strip scan with parallel
computation, flipping and pipelining techniques are some of the architectures that are presented. Study and
implementation of multi-level decomposition of images for real time applications will be the purpose of the
survey. 4. References: 2. Literature Review: The architecture to map last component with first component of same systolic
array for column processing in a symmetric and cyclic manner was modified by Bhanu et al. [8]. Several
parallel units in both row processor and column processor, achieving path delay of Ta + Tm with smaller size of
the temporal memory of 3N has been implemented by Hu et at. [9]. The pipelined architecture with flipping
method resulting in path delay of Tm only with the smaller transposition buffer is proposed by Zhang et at. [10]. The path delay of Tm only and smallest temporal memory of 2N with pipelined architecture is achieved by
Darji et al. [11]. 3
C
i International Journal of Advanced Trends in Engineering and Technology (IJATET)
Impact Factor: 5.665, ISSN (Online): 2456 - 4664
(www.dvpublication.com) Volume 2, Issue 1, 2017 2. Literature Review: The most promising tool for various applications such as image compression, bioinformatics, pattern
recognition and video processing and many more) is the discrete wavelet transforms (DWT). Better image
quality, coding efficiency, noise immunity are the suitable features of DWT making it more efficient as
compared to Discrete Cosine Transform. VLSI implementation of DWT is done using convolution-based
scheme and lifting-based scheme. Simplified computation, parallel and fast implementation, in place
computation, integer to integer mapping, low memory requirement [1], [2], are the powerful features of lifting-
based scheme which has more advantages compared to convolution-based scheme. Longer and critical delays
for direct mapped architecture are the disadvantage of the lifting based scheme. Additionally it also needs extra
memory for rearranging interleaved intermediate outputs, hence taking a toll on its hardware efficiency. The key
points determining the efficiency of the architecture are the memory requirement and critical path delay. Intermediate results for column processing as soon as possible, with a transposition buffer of size 2.5N are
proposed by Mohanty et al [3]. The architecture with parallel processed systolic arrays to make the intermediate
results available immediately. Memory is divided into two categories. Temporal memory is used to store partial
results and transposition memory is used to store intermediate outputs. The outputs of the previous step are used
as inputs for the current step except the first step in the lifting based scheme. Addition and multiplication
operation are the constituent of each lifting step. Critical path delay is contributed by the adder delay Ta and
multiplication delay Tm. Temporal memory of large size is required to reduce the path delay. Increased size of
transposition memory is the result if pipelining is used to reduce path delay. Architectures have been developed
to achieve balance between path delay and memory requirement in recent years. To eliminate data transposition
step between row and column processing Mohanty et al. [4] proposed architecture resulting into the small size
of transposition memory. The block based scanning method is introduced by Cheng and Parhi et al. [5]. The 72 International Journal of Advanced Trends in Engineering and Technology (IJATET)
Impact Factor: 5.665, ISSN (Online): 2456 - 4664
(www.dvpublication.com) Volume 2, Issue 1, 2017
strip based scanning method for the first time is proposed by Chiu et al. [6]. Huang et al. [7] was the first to
propose the Flipping method. 4. References: Jiang, Z. Gao, and Y. Liu, "An efficient VLST architecture for lifting-based discrete
wavelet transform," IEEE Trans. Circuits Syst. II, vol. 59, pp. 158-162, March 2012. 1. D. Darji and A. Limaye, "Memory efficient VLSI architecture for lifting-based DWT", 57th IEE
International Midwest Symposium on Circuits and Systems, pp. 189-192, 2014. 73
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ABO blood types and SARS-CoV-2 infection assessed using seroprevalence data in a large population-based sample: the SAPRIS-SERO multi-cohort study
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www.nature.com/scientificreports www.nature.com/scientificreports www.nature.com/scientificreports ABO blood types and SARS‑CoV‑2
infection assessed using
seroprevalence data in a large
population‑based sample:
the SAPRIS‑SERO multi‑cohort
study
OPEN Mélanie Deschasaux‑Tanguy 1*, Fabien Szabo de Edelenyi 1, Nathalie Druesne‑Pecollo 1,
Younes Esseddik 1, Julien Allègre 1, Bernard Srour 1, Pilar Galan 1, Serge Hercberg 1,
Gianluca Severi 2,3, Marie Zins 4, Emmanuel Wiernik 4, SAPRIS-SERO study group *,
Xavier de Lamballerie 5, Fabrice Carrat 6,7 & Mathilde Touvier 1 ABO blood type has been reported as a potential factor influencing SARS-CoV-2 infection, but so
far mostly in studies that involved small samples, selected population and/or used PCR test results. In contrast our study aimed to assess the association between ABO blood types and SARS-CoV-2
infection using seroprevalence data (independent of whether or not individuals had symptoms or
sought for testing) in a large population-based sample. Our study included 67,340 French participants
to the SAPRIS-SERO multi-cohort project. Anti-SARS-CoV-2 antibodies were detected using ELISA
(targeting the proteins spike (S) and nucleocapsid (NP)) and seroneutralisation (SN) tests on dried
blood spots collected in May–November 2020. Non-O individuals (and especially types A and AB) were
more likely to bear anti SARS-CoV-2 antibodies (ELISA-S, 2964 positive cases: ORnon-Ovs.O = 1.09[1.01–
1.17], ORAvs.O = 1.08[1.00–1.17]; ELISA-S/ELISA-NP/SN, 678 triple positive cases: ORnon-Ovs.O = 1.19
[1.02–1.39], ORAvs.O = 1.19[1.01–1.41], ORABvs.O = 1.43[1.01–2.03]). Hence, our results provided
additional insights into the dynamic of SARS-CoV-2 infection, highlighting a higher susceptibility of
infection for individuals of blood types A and AB and a lesser risk for blood type O. Since 2020, the world has been struggling with the COVID-19 (Coronavirus Disease 2019) pandemic caused by
the SARS-CoV-2 (Severe Acute Respiratory Syndrome Coronavirus 2). The research community has mobilized
to identify potential risk factors associated with SARS-CoV-2 infection and COVID-19 severity, in an effort to
better understand the dynamic of infection, pinpoint individuals at higher risk and help prevent the disease and
related adverse outcomes. Early reports comparing the distribution of ABO blood types between individuals
infected or not by the SARS-CoV-2, suggested that ABO blood types could be related to the risk of SARS-CoV-2
infection1–4, as previously observed for SARS-CoV5 but also for other infectious diseases6,7. These studies and
others published since then8–11 suggested that individuals with blood type O had a lower risk of SARS-CoV-2 1Inserm U1153, Inrae U1125, Cnam, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics
Research Center – Université Paris Cité (CRESS), Sorbonne Paris Nord University, Bobigny, France. 2UVSQ,
Inserm, Gustave Roussy, “Exposome and Heredity” team, CESP UMR1018, Paris-Saclay University, Villejuif,
France. ABO blood types and SARS‑CoV‑2
infection assessed using
seroprevalence data in a large
population‑based sample:
the SAPRIS‑SERO multi‑cohort
study
OPEN 3Department of Statistics, Computer Science and Applications “G. Parenti”, University of Florence,
Florence, Italy. 4Population‑based Cohorts Unit, INSERM, UMS 011, Paris Saclay University, Université de Versailles
Saint-Quentin-en-Yvelines, Université Paris Cité, Paris, France. 5Unité des Virus Emergents (UVE), IRD 190,
INSERM 1207, Aix Marseille Univ, Marseille, France. 6Inserm, Institut Pierre‑Louis d’Epidémiologie et de Santé
Publique, Sorbonne Université, Paris, France. 7Département de Santé Publique, APHP, Sorbonne Université,
Paris, France. *A list of authors and their affiliations appears at the end of the paper. *email: m.deschasaux@
eren.smbh.univ-paris13.fr 1Inserm U1153, Inrae U1125, Cnam, Nutritional Epidemiology Research Team (EREN), Epidemiology and Statistics
Research Center – Université Paris Cité (CRESS), Sorbonne Paris Nord University, Bobigny, France. 2UVSQ,
Inserm, Gustave Roussy, “Exposome and Heredity” team, CESP UMR1018, Paris-Saclay University, Villejuif,
France. 3Department of Statistics, Computer Science and Applications “G. Parenti”, University of Florence,
Florence, Italy. 4Population‑based Cohorts Unit, INSERM, UMS 011, Paris Saclay University, Université de Versailles
Saint-Quentin-en-Yvelines, Université Paris Cité, Paris, France. 5Unité des Virus Emergents (UVE), IRD 190,
INSERM 1207, Aix Marseille Univ, Marseille, France. 6Inserm, Institut Pierre‑Louis d’Epidémiologie et de Santé
Publique, Sorbonne Université, Paris, France. 7Département de Santé Publique, APHP, Sorbonne Université,
Paris, France. *A list of authors and their affiliations appears at the end of the paper. *email: m.deschasaux@
eren.smbh.univ-paris13.fr | https://doi.org/10.1038/s41598-023-30714-9 Methodsh The SAPRIS (“SAnté, Perception, pratiques, Relations et Inégalités Sociales en population générale pendant
la crise COVID-19”) study was set up in April 2020 to investigate various aspects of the COVID-19 crisis
(COVID-19 infection/diagnosis and experience of lockdown), based on a consortium of existing French pro-
spective cohort studies. In May 2020, participants from the Constances, E3N-E4N and NutriNet-Santé cohort
studies answering SAPRIS questionnaires were also invited to take part in the SAPRIS-SERO project which
aimed to estimate the seroprevalence of antibodies against SARS-CoV-2 at the population level, as previously
described12,13. Briefly, between May and November 2020 (during or at the end of the first wave, pre-vaccine
period), participants received self-sampling kits by mail to collect dried blood spots from which were detected
anti-SARS-CoV-2 antibodies (IgG) directed against the S1 domain of the spike protein (S) and the nucleocapsid
protein (NP) using ELISA (Euroimmun®, Lübeck, Germany), as well as neutralizing anti-SARS-CoV-2 antibodies
(SN) using an in-house micro-neutralization assay. ELISA-S and ELISA-NP tests were considered to be posi-
tive with an optical density ratio ≥ 1.1, indeterminate between 0.8 and 1.1, and negative < 0.8. The SN test was
considered to be positive with a titre ≥ 40. ELISA-NP and SN tests were performed whenever the optical density
ratio for ELISA-S was ≥ 0.7. Positivity (vs. negativity) to ELISA-S test and positivity (vs. negativity) to all three
ELISA-S, ELISA-NP and SN tests (associated to more symptomatic COVID-19 in a previous study in SAPRIS-
SERO13) were considered as outcomes. Characteristics of the participants including ABO and RhD blood types
were collected from questionnaires as part of each cohort follow-up or from the shared SAPRIS questionnaire. Associations between the seroprevalence of antibodies against SARS-CoV-2 and blood types were studied using
multi-adjusted logistic regression models stratified by cohort and including the following covariates: sex (men/
women), age (≥ 18– < 40, 40–49, 50–59, 60–69, ≥ 70 years old), month of blood collection, residential area during
the lockdown: city size (rural, < 20,000, 20–100,000, ≥ 100,000 inhabitants) and French administrative region. Additional covariates linked to the risk of SARS-CoV-2 infection were included in sensitivity analyses: weight
status, smoking status, educational level, professional activity during lockdown, socio-professional category,
number of individuals at home during lockdown and alcohol intake. All tests were two-sided and P < 0.05 was
considered statistically significant. Analyses were carried out using SAS 9.4 (SAS Institute Inc., USA). Ethics approval and informed consent. www.nature.com/scientificreports/ infection and that type A individuals would be more at risk, with yet some remaining inconsistencies, especially
for B or AB types for which results are less robust. However, these results were obtained in selected populations
(e.g., patients, blood donors) of various sample size (mostly under 15,000) and mostly using PCR test results (e.g.,
from questionnaires or registries) hence reflecting a population that sought for testing, with the exception of a
recent report using seroprevalence data in ≈32,600 blood donors11. In contrast, this short report provides insights
into the associations between ABO blood types and SARS-CoV-2 infection assessed from seroprevalence data
obtained between May and November 2020 through the systematic screening for anti-SARS-CoV-2 antibodies
in a large population-based sample of French adults. Methodsh The SAPRIS-SERO study (registered #NCT04392388) was con-
ducted in accordance with the relevant guidelines and regulations and was approved by the ethics committee
CPP Sud-Méditerranée III on April 27th 2020 and by the CNIL #920,193. All participants provided written or
electronic informed consent for participation in each cohort and a specific electronic informed consent for par-
ticipation in the SAPRIS-SERO study. Results
d Our study included 67,340 participants, among which 2964 with a positive seroprevalence of anti SARS-CoV-2
antibodies according to the ELISA-S test and 64,376 participants who tested negative (respectively 678 triple
positive and 64,011 triple negative to ELISA-S, ELISA-NP and SN tests). Characteristics of participants are
shown in Table 1. Higher odds of presenting anti SARS-CoV-2 antibodies (Table 2) were observed in participants belonging
to non-O blood types (ELISA-S: OR non-O vs. O = 1.09 [1.01–1.17], ELISA-S/ELISA-NP/SN: OR non-O vs. O = 1.19
[1.02–1.39]) and especially to blood type A (ELISA-S: ORA vs. O = 1.08 [1.00–1.17], ELISA-S/ELISA-NP/SN: OR
A vs. O = 1.19 [1.01–1.41]) and AB (ELISA-S/ELISA-NP/SN: OR AB vs. O = 1.43 [1.01–2.03]). In analyses combin-
ing ABO and RhD blood types, higher odds were observed in participants with blood types A- (ELISA-S: OR
A- vs. O+ = 1.16 [1.00–1.35]), A + (ELISA-S/ELISA-NP/SN: OR A+ vs. O+ = 1.24 [1.03–1.48]) and AB + (which rep-
resented the majority of AB participants, ELISA-S: OR AB+ vs. O+ = 1.24 [1.02–1.51], ELISA-S/ELISA-NP/SN: OR
AB+ vs. O+ = 1.60 [1.11–2.30]). No association was observed comparing RhD positive and negative blood types
overall. Additional adjustments in sensitivity analyses did not change the results of increased odds of positive
seroprevalence in non-O participants (ELISA-S: OR non-O vs. O = 1.09 [1.01–1.18], ELISA-S/ELISA-NP/SN: OR
non-O vs. O = 1.19 [1.02–1.39]). | https://doi.org/10.1038/s41598-023-30714-9 | https://doi.org/10.1038/s41598-023-30714-9 Scientific Reports | (2023) 13:4775 www.nature.com/scientificreports/ Discussion In this study, we used seroprevalence data obtained from screening a large population-based sample from 3
French prospective cohorts to assess the associations between ABO blood types and the risk of SARS-CoV-2
infection. Our results showed a decreased seroprevalence of anti-SARS-CoV-2 antibodies in type O individuals
compared to all others. Among non-O blood types, types A and AB were more likely positive for SARS-CoV-2
infection. No association was observed with type B or RhD types.hi yp
yp
These results confirmed prior observations obtained in other population settings, namely a decrease risk of
infection for type O individuals and an increase risk for type A individuals, with some indication of increased https://doi.org/10.1038/s41598-023-30714-9 Scientific Reports | (2023) 13:4775 | www.nature.com/scientificreports/ Table 1. Characteristics of the population, SAPRIS-SERO multi-cohort study, 2020. a Missing va
(2.4%) for weight status, N = 2606 (3.9%) for smoking status, N = 5275 (7.8%) for educational lev
(1.1%) for city size and N = 7 (0.01%) for French administrative region. Table 1. Characteristics of the population, SAPRIS-SERO multi-cohort study, 2020. a Missing values: N = 1602
(2.4%) for weight status, N = 2606 (3.9%) for smoking status, N = 5275 (7.8%) for educational level, N = 766
(1.1%) for city size and N = 7 (0.01%) for French administrative region. Table 1. Characteristics of the population, SAPRIS-SERO multi-cohort study, 2020. a Missing values: N = 16
(2.4%) for weight status, N = 2606 (3.9%) for smoking status, N = 5275 (7.8%) for educational level, N = 766
(1 1%) for city size and N=7 (0 01%) for French administrative region )
g
,
(
)
g
,
(
)
,
1.1%) for city size and N = 7 (0.01%) for French administrative region. Table 1. Characteristics of the population, SAPRIS-SERO multi-cohort study, 2020. a Missing values: N = 16
(
%) f
h
N
(
%) f
k
N
(
%) f
d
l l
l N Discussion This allowed us to test for SARS-CoV-2 infection in a single general population, regard-
less whether the participants sought testing or had symptoms, allowing detecting a large panel of infected cases. This differential susceptibility to SARS-CoV-2 infection according to blood types could be due to the
incorporation of ABH antigens on the envelop of SARS-CoV-2 virions, leading to a likelihood of infection from
one individual to another following ABO incompatibility9,10. As type O individuals carry both anti-A and anti-B
antibodies, they would be less susceptible to primary infection by SARS-CoV-2 viruses enveloped with type A
or B-like patterns such as those excreted by non-O individuals. In contrast, type A individuals, carrying anti-B
antibodies, would be susceptible to infection by viruses excreted by type O and type A individuals (i.e., 42%
and 44% of the French population respectively), while type AB individuals carrying neither anti-A or anti-B
antibodies would be susceptible to infection by individuals of all group types, which is why type A or AB are
particularly at risk for SARS-CoV-2 infection. Type B individuals carrying anti-A antibodies are susceptible
to infection by viruses excreted by type O and type B individuals but type B is less represented in the French
population (10%) which may explain why no significant association was observed for these individuals. Another
hypothesis, yet less supported by available data relates to the entry of SARS-CoV-2 in host’s cells, that would
be facilitated by antigen A9,14. Finally, non-O individuals are at higher risk of thromboembolism, a common
complication of COVID-19, hence beyond infection, non-O individuals could also be at higher risk of severe
cases of COVID-199,10. p
p
g
g
y
p
g
g
g p
This differential susceptibility to SARS-CoV-2 infection according to blood types could be due to the
incorporation of ABH antigens on the envelop of SARS-CoV-2 virions, leading to a likelihood of infection from
one individual to another following ABO incompatibility9,10. As type O individuals carry both anti-A and anti-B
antibodies, they would be less susceptible to primary infection by SARS-CoV-2 viruses enveloped with type A
or B-like patterns such as those excreted by non-O individuals. Discussion ELISA-S
negative
(N = 64,376)
ELISA-S
positive
(N = 2,964)
P
N
%
N
%
Gender
< 0.001
Male
21,174
(32.9)
832
(28.1)
Female
43,202
(67.1)
2132
(71.9)
Age (years)
< 0.001
≥ 18– < 40
6983
(10.8)
652
(22.0)
40–49
10,340
(16.1)
988
(33.3)
50–59
11,222
(17.4)
505
(17.0)
60–69
13,224
(20.5)
334
(11.3)
≥ 70
22,607
(35.1)
485
(16.4)
Weight statusa
0.006
Underweight
1992
(3.1)
110
(3.7)
Normal weight
37,189
(57.8)
1749
(59.0)
Overweight
17,763
(27.6)
745
(25.1)
Obesity
5917
(9.2)
273
(9.2)
Smoking statusa
< 0.001
Non smoker
29,586
(46.0)
1605
(54.1)
Smoker
5958
(9.3)
237
(8.0)
Ex-smoker
26,351
(40.9)
997
(33.6)
Educational levela
< 0.001
< High school
7262
(11.3)
171
(5.8)
High school—undergraduate
28,063
(43.6)
1188
(40.1)
Graduate or doctorate
24,074
(37.4)
1307
(44.1)
Month of blood collection
< .0001
May
8004
(12.4)
663
(22.4)
June
427
(0.7)
25
(0.7)
July
38,143
(59.3)
1556
(52.5)
August
13,120
(20.4)
540
(18.2)
September
4607
(7.2)
178
(6.0)
October
72
(0.1)
1
(0.0)
November
3
(0.0)
1
(0.0)
Residential area during the lockdown : city sizea
< 0.001
Rural area
14,876
(23.1)
555
(18.7)
< 20,000 inhabitants
10,923
(17.0)
441
(14.9)
20–100,000 inhabitants
10,600
(16.5)
508
(17.1)
≥ 100,000 inhabitants
27,230
(42.3)
1441
(48.6)
Residential area during the lockdown : French administrative regiona
< .0001
Haut de France
4116
(6.4)
179
(6.0)
Auvergne- Rhône-Alpes
8316
(12.9)
351
(11.8)
Occitanie
6979
(10.9)
188
(6.3)
PACA
4306
(6.7)
133
(4.5)
Corse
77
(0.1)
3
(0.1)
Normandie
2463
(3.8)
87
(2.9)
Ile-de-France
10,492
(16.3)
818
(27.6)
Grand-Est
4679
(7.3)
389
(13.1)
Bretagne
5066
(7.9)
143
(4.8)
Pays de la Loire
3952
(6.1)
144
(4.9)
Centre-Val-de-Loire
4224
(6.6)
174
(5.9)
Bourgogne
2463
(3.8)
111
(3.7)
Nouvelle Aquitaine
7228
(11.2)
243
(8.2)
DOM-TOM
8
(0.0)
1
(0.0) https://doi.org/10.1038/s41598-023-30714-9 Scientific Reports | (2023) 13:4775 | www.nature.com/scientificreports/ Table 2. Associations between ABO and RhD blood types and the seroprevalence of anti-SARS-CoV-2
antibodies, SAPRIS-SERO multi-cohort study, 2020. a OR and 95%CI obtained from a multi-adjusted logistic
regression model stratified by cohort and including the following covariates: sex (men/women), age (< 40ans,
40–49, 50–59, 60–69, ≥ 70 years old), month of blood collection, residential area during the lockdown: city
size (rural, < 20,000, 20–10,000, ≥ 100,000 inhabitants) and French administrative region. b A participant was
considered positive (respectively negative) if positive (respectively negative) to all three ELISA-S, ELISA-NP,
and SN tests. Discussion a OR and 95%CI obtained from a multi-adjusted logistic
regression model stratified by cohort and including the following covariates: sex (men/women), age (< 40ans,
40–49, 50–59, 60–69, ≥ 70 years old), month of blood collection, residential area during the lockdown: city
size (rural, < 20,000, 20–10,000, ≥ 100,000 inhabitants) and French administrative region. b A participant was
considered positive (respectively negative) if positive (respectively negative) to all three ELISA-S, ELISA-NP,
and SN tests. Among the N = 2964 individuals with a positive seroprevalence of anti SARS Cov-2 antibodies
according to the ELISA-S test, N = 1185 were also positive according to the ELISA-NP test and 678 were
positive according to all three ELISA-S, ELISA-NP, and SN tests. Table 2. Associations between ABO and RhD blood types and the seroprevalence of anti-SARS-CoV-2
antibodies, SAPRIS-SERO multi-cohort study, 2020. a OR and 95%CI obtained from a multi-adjusted logistic
regression model stratified by cohort and including the following covariates: sex (men/women), age (< 40ans,
40–49, 50–59, 60–69, ≥ 70 years old), month of blood collection, residential area during the lockdown: city
size (rural, < 20,000, 20–10,000, ≥ 100,000 inhabitants) and French administrative region. b A participant was
considered positive (respectively negative) if positive (respectively negative) to all three ELISA-S, ELISA-NP,
and SN tests. Among the N = 2964 individuals with a positive seroprevalence of anti SARS Cov-2 antibodies
according to the ELISA-S test, N = 1185 were also positive according to the ELISA-NP test and 678 were
positive according to all three ELISA-S, ELISA-NP, and SN tests. Table 2. Associations between ABO and RhD blood types and the seroprevalence of anti-SARS-CoV-2
antibodies, SAPRIS-SERO multi-cohort study, 2020. a OR and 95%CI obtained from a multi-adjusted logistic
regression model stratified by cohort and including the following covariates: sex (men/women), age (< 40ans,
40–49, 50–59, 60–69, ≥ 70 years old), month of blood collection, residential area during the lockdown: city
size (rural, < 20,000, 20–10,000, ≥ 100,000 inhabitants) and French administrative region. b A participant was
considered positive (respectively negative) if positive (respectively negative) to all three ELISA-S, ELISA-NP,
and SN tests. Among the N = 2964 individuals with a positive seroprevalence of anti SARS Cov-2 antibodies
according to the ELISA-S test, N = 1185 were also positive according to the ELISA-NP test and 678 were
positive according to all three ELISA-S, ELISA-NP, and SN tests. Discussion Among the N = 2964 individuals with a positive seroprevalence of anti SARS Cov-2 antibodies
according to the ELISA-S test, N = 1185 were also positive according to the ELISA-NP test and 678 were
positive according to all three ELISA-S, ELISA-NP, and SN tests. Discussion N (%)
ELISA-S
ELISA-S, ELISA-NP, SN
N positive/
negative
OR [95%CI]a
P
N positive/
negativeb
OR [95%CI]
P
ABO
0.16
0.08
O
28,752 (42.7)
1216/27,536
Ref
27,648 (42.7)
260/27,388
Ref
A
28,742 (44.4)
1342/28,574
1.08 [1.00–1.17]
28,742 (44.4)
323/28,419
1.19 [1.01–1.41]
B
5,874 (8.7)
275/5599
1.10 [0.96–1.27]
5,613 (8.7)
58/5555
1.06 [0.80–1.42]
AB
2,798 (4.2)
131/2667
1.14 [0.95–1.38]
2,686 (4.2)
37/2649
1.43 [1.01–2.03]
Non-O
38,588 (57.3)
1748/36,840
1.09 [1.01–1.17]
0.03
37,041 (57.3)
418/36,623
1.19 [1.02–1.39]
0.03
ABO/RhD
0.15
0.05
O+
23,703 (35.2)
995/22,708
Ref
22,804 (35.3)
217/22,587
Ref
O−
5,049 (7.5)
221/4828
1.03 [0.89–1.20]
4,844 (7.5)
43/4801
0.96 [0.69–1.33]
A+
25,315 (37.6)
1120/24,195
1.07 [0.98–1.17]
24,344 (37.6)
286/24,058
1.24 [1.03–1.48]
A−
4,601 (6.8)
222/4379
1.16 [1.00–1.35]
4,398 (6.8)
37/4361
0.91 [0.64–1.29]
B+
4,886 (7.3)
224/4662
1.09 [0.94–1.27]
4,675 (7.2)
48/4627
1.04 [0.76–1.43]
B−
988 (1.5)
51/937
1.21 [0.90–1.63]
938 (1.5)
10/928
1.14 [0.60–2.17]
AB+
2,363 (3.5)
118/2245
1.24 [1.02–1.51]
2,266 (3.5)
35/2231
1.60 [1.11–2.30]
AB−
435 (0.6)
13/422
0.70 [0.40–1.22]
420 (0.6)
2/418
0.48 [0.12–1.93]
RhD
0.48
0.08
+
56,267 (83.6)
2457/53,810
Ref
54,089 (83.6)
586/53,503
Ref
−
11,073 (16.4)
507/10,566
0.97 [0.87–1.07]
10,600 (16.4)
92/10,508
1.22 [0.98–1.52] N (%)
ELISA-S
ELISA-S, ELISA-NP, SN
N positive/
negative
OR [95%CI]a
P
N positive/
negativeb
OR [95%CI]
P
ABO
0.16
0.08
O
28,752 (42.7)
1216/27,536
Ref
27,648 (42.7)
260/27,388
Ref
A
28,742 (44.4)
1342/28,574
1.08 [1.00–1.17]
28,742 (44.4)
323/28,419
1.19 [1.01–1.41]
B
5,874 (8.7)
275/5599
1.10 [0.96–1.27]
5,613 (8.7)
58/5555
1.06 [0.80–1.42]
AB
2,798 (4.2)
131/2667
1.14 [0.95–1.38]
2,686 (4.2)
37/2649
1.43 [1.01–2.03]
Non-O
38,588 (57.3)
1748/36,840
1.09 [1.01–1.17]
0.03
37,041 (57.3)
418/36,623
1.19 [1.02–1.39]
0.03
ABO/RhD
0.15
0.05
O+
23,703 (35.2)
995/22,708
Ref
22,804 (35.3)
217/22,587
Ref
O−
5,049 (7.5)
221/4828
1.03 [0.89–1.20]
4,844 (7.5)
43/4801
0.96 [0.69–1.33]
A+
25,315 (37.6)
1120/24,195
1.07 [0.98–1.17]
24,344 (37.6)
286/24,058
1.24 [1.03–1.48]
A−
4,601 (6.8)
222/4379
1.16 [1.00–1.35]
4,398 (6.8)
37/4361
0.91 [0.64–1.29]
B+
4,886 (7.3)
224/4662
1.09 [0.94–1.27]
4,675 (7.2)
48/4627
1.04 [0.76–1.43]
B−
988 (1.5)
51/937
1.21 [0.90–1.63]
938 (1.5)
10/928
1.14 [0.60–2.17]
AB+
2,363 (3.5)
118/2245
1.24 [1.02–1.51]
2,266 (3.5)
35/2231
1.60 [1.11–2.30]
AB−
435 (0.6)
13/422
0.70 [0.40–1.22]
420 (0.6)
2/418
0.48 [0.12–1.93]
RhD
0.48
0.08
+
56,267 (83.6)
2457/53,810
Ref
54,089 (83.6)
586/53,503
Ref
−
11,073 (16.4)
507/10,566
0.97 [0.87–1.07]
10,600 (16.4)
92/10,508
1.22 [0.98–1.52] Table 2. Associations between ABO and RhD blood types and the seroprevalence of anti-SARS-CoV-2
antibodies, SAPRIS-SERO multi-cohort study, 2020. Discussion risk for type AB individuals as well, thus strengthening the evidence towards a differential susceptibility of
SARS-CoV-2 infection according to ABO blood types. Yet, most studies so far involved registry or hospital
data of SARS-CoV-2 positivity from PCR test results in patients or blood donors in comparison to the general
population8–10 and fewer studies used seroprevalence data, mostly in small samples, with the exception of a recent
report in 32,600 blood donors11. In turn, our study used seroprevalence data and a screening design whereby
a large population-based sample of 67,340 participants involved in the SAPRIS-SERO project received a dried
blood spot sampling kit. This allowed us to test for SARS-CoV-2 infection in a single general population, regard-
less whether the participants sought testing or had symptoms, allowing detecting a large panel of infected cases.hf risk for type AB individuals as well, thus strengthening the evidence towards a differential susceptibility of
SARS-CoV-2 infection according to ABO blood types. Yet, most studies so far involved registry or hospital
data of SARS-CoV-2 positivity from PCR test results in patients or blood donors in comparison to the general
population8–10 and fewer studies used seroprevalence data, mostly in small samples, with the exception of a recent
report in 32,600 blood donors11. In turn, our study used seroprevalence data and a screening design whereby
a large population-based sample of 67,340 participants involved in the SAPRIS-SERO project received a dried
blood spot sampling kit. This allowed us to test for SARS-CoV-2 infection in a single general population, regard-
less whether the participants sought testing or had symptoms, allowing detecting a large panel of infected cases.hf risk for type AB individuals as well, thus strengthening the evidence towards a differential susceptibility of
SARS-CoV-2 infection according to ABO blood types. Yet, most studies so far involved registry or hospital
data of SARS-CoV-2 positivity from PCR test results in patients or blood donors in comparison to the general
population8–10 and fewer studies used seroprevalence data, mostly in small samples, with the exception of a recent
report in 32,600 blood donors11. In turn, our study used seroprevalence data and a screening design whereby
a large population-based sample of 67,340 participants involved in the SAPRIS-SERO project received a dried
blood spot sampling kit. References Viruses 13, 160 (2021). 1 Gallian P et al SARS-CoV-2 IgG seroprevalence surveys in blood donors before the vaccination campaign France 2020–2021 (2022) 1. Gallian, P. et al. SARS-CoV-2 IgG seroprevalence surveys in blood donors before the vaccination campaign, France 2020–2021. (2022)
https://doi.org/10.1101/2022.07.29.22278190.iti p
g
12. Carrat, F. et al. Age, COVID-19-like symptoms and SARS-CoV-2 seropositivity profiles after the first wave of the pandemic in
France. Infection 50, 257–262 (2022). 12. Carrat, F. et al. Age, COVID-19-like symptoms and SARS-CoV-2 seropositivity profiles after the first wave of the pandemic in
France. Infection 50, 257–262 (2022). f
13. Carrat, F. et al. Antibody status and cumulative incidence of SARS-CoV-2 infection among adults in three regions of France fo
lowing the first lockdown and associated risk factors: A multicohort study. Int. J. Epidemiol. 50, 1458–1472 (2021). f
13. Carrat, F. et al. Antibody status and cumulative incidence of SARS-CoV-2 infection among adults in three regions of Fran
lowing the first lockdown and associated risk factors: A multicohort study. Int. J. Epidemiol. 50, 1458–1472 (2021). gi
y
p
14. Schetelig, J. et al. Blood group A epitopes do not facilitate entry of SARS-CoV-2. J. Intern. Med. 290, 223–226 (2021).i g
g
p
p
p
y
15. Patel, E. U. et al. Comparative performance of five commercially available serologic assays to detect antibodies to SARS-CoV-2
and identify individuals with high neutralizing titers. J. Clin. Microbiol. 59, 02257–02320 (2021). g
g
p
p
p
y
15. Patel, E. U. et al. Comparative performance of five commercially available serologic assays to detect antibodies to SARS-CoV-2
and identify individuals with high neutralizing titers. J. Clin. Microbiol. 59, 02257–02320 (2021). 6. Rikhtegaran Tehrani, Z. et al. Performance of nucleocapsid and spike-based SARS-CoV-2 serologic assays. PLoS ONE 15, e0237828
(2020). Data availability Data from the study are protected under the protection of health data regulation set by the French National Com-
mission on Informatics and Liberty (Commission Nationale de l’Informatique et des Libertés, CNIL). The data
can be made available upon reasonable request to the corresponding author (m.deschasaux@eren.smbh.univ-
paris13.fr), after a consultation with the steering committee of the SAPRIS-SERO study. The French law forbids us
to provide free access to SAPRIS-SERO data; access could however be given by the steering committee after legal
verification of the use of the data. Please, feel free to come back to us should you have any additional question. Received: 18 October 2022; Accepted: 28 February 2023 Acknowledgementsh The authors warmly thank all the volunteers of the Constances, E3N-E4N and NutriNet-Santé cohorts for their
continuous participation in the study and for participating in the SAPRIS-SERO project. We thank the CEPH-
Biobank staff for their adaptability and the quality of their work. In the virology department, we thank Dr Nadège
Brisbarre and the technical staff for impeccable management of samples and serological assays. continuous participation in the study and for participating in the SAPRIS-SERO project. We thank the CEPH-
Biobank staff for their adaptability and the quality of their work. In the virology department, we thank Dr Nadège
Brisbarre and the technical staff for impeccable management of samples and serological assays. www.nature.com/scientificreports/ sample collection was performed between May and November 2020, the first and second waves of the pandemic
occurring in spring and fall 2020 in France, so that antibodies should still be detectable in most participants. Finally, the observational nature of the study makes it difficult to assess the extent to which participants have
actually been exposed to the virus. Although lifestyle-related exposure to the virus is mostly unlikely to have
been differential according to blood types, we adjusted our models on several covariates related to the spatial
distribution of the epidemic since it could also relate to blood types, considering the distribution of ABO blood
types in different regions or populations. However, we did not have access to racial and ethnic data as the
collection of such data is generally not permitted in the framework of French cohort studies. Finally, our data
only reflect infections occurring before November 2020, that is, before the emergence of variants but also before
the large-scale vaccination campaigns. g
p g
To conclude, this study adds to the current body of evidence providing data on the association between ABO
blood types and the risk of SARS-CoV-2 infection from screening a large sample from the general population
using seroprevalence data. Our results confirmed a higher susceptibility of infection for individuals of blood
types A and AB and a lesser risk for blood type O, thereby providing additional insights into the dynamic
of SARS-CoV-2 infection. However, considering the magnitude of association and the current mechanistic
hypotheses related to blood type incompatibility (hence a collective rather than individual type of protection),
type O individuals are not without risk of infection and protective measures remain the best way of preventing
SARS-CoV-2 transmission and infection. Discussion In contrast, type A individuals, carrying anti-B
antibodies, would be susceptible to infection by viruses excreted by type O and type A individuals (i.e., 42%
and 44% of the French population respectively), while type AB individuals carrying neither anti-A or anti-B
antibodies would be susceptible to infection by individuals of all group types, which is why type A or AB are
particularly at risk for SARS-CoV-2 infection. Type B individuals carrying anti-A antibodies are susceptible
to infection by viruses excreted by type O and type B individuals but type B is less represented in the French
population (10%) which may explain why no significant association was observed for these individuals. Another
hypothesis, yet less supported by available data relates to the entry of SARS-CoV-2 in host’s cells, that would
be facilitated by antigen A9,14. Finally, non-O individuals are at higher risk of thromboembolism, a common
complication of COVID-19, hence beyond infection, non-O individuals could also be at higher risk of severe
cases of COVID-199,10. Our study strengths pertained to the systematic screening for anti-SARS-CoV-2 antibodies targeting a large
well-characterized sample, hence providing data from positive and negative cases within the same population, as
well as the use of seroprevalence allowing the detection of cases that may or may not have symptoms or sought
testing. Yet, some limitations should also be acknowledged. First, although large, our sample size may have still
been limited to have sufficient power in analyses combining ABO and RhD blood types, especially for rarer blood
types. Next, misclassification of individuals as ‘negative’ may have arisen from imperfect sensitivity of the ELISA-S
test (85–90%, the specificity being > 95%)15,16 and from the decrease of anti-SARS-CoV-2 antibodies over time
(with no detectable antibodies 4–5 months post-infection in half of participants in a recent report11). Yet, the https://doi.org/10.1038/s41598-023-30714-9 Scientific Reports | (2023) 13:4775 | www.nature.com/scientificreports/ References 1. Zhao, J. et al. Relationship between the ABO blood group and the coronavirus disease 2019 (COVID-19) susceptibility. Clin. Infect
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truly important relationships? A reasoned review of available data. Additional information Correspondence and requests for materials should be addressed to M.D.-T. Correspondence and requests for materials should be addressed to M.D.-T. Reprints and permissions information is available at www.nature.com/reprints. Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and
institutional affiliations. Open Access This article is licensed under a Creative Commons Attribution 4.0 International
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the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. © The Author(s) 2023 © The Author(s) 2023 Competing interests h p
g
The authors declare no competing interests. Fabrice Carrat6,7, Pierre‑Yves Ancel8, Nathalie Bajos10, Marie‑Aline Charles9,
Gianluca Severi2,3, Mathilde Touvier1 & Marie Zins4 8Obstetrical, Perinatal and Pediatric Research Team (EPOPé), Centre for Research in Epidemiology and StatisticS
(CRESS), Inserm, INRAE, Université de Paris, Paris, France. 9Centre for Research in Epidemiology and StatisticS
(CRESS), Inserm, INRAE, Université de Paris, Paris, France. 10IRIS, UMR CNRS 8156, EHESS, Inserm U997,
Aubervilliers, France. Author contributionsh The authors’ contributions were as follows – M.D.T., M.T. conceptualized the study and defined the analytical
strategy; F.S.E.: performed statistical analyses; M.D.T. supervised statistical analyses and drafted the manuscript;
M.T.: supervised statistical analyses and writing; F.S.E., N.D.P., Y.E., J.A., P.G., S.H., G.S., M.Z., E.W., X.dL, F.C.,
M.T., SAPRIS-SERO study group: played a key role in the acquisition of the data. All authors critically helped in https://doi.org/10.1038/s41598-023-30714-9 Scientific Reports | (2023) 13:4775 | www.nature.com/scientificreports/ the interpretation of results, revised the manuscript and provided relevant intellectual input. They all read and
approved the final manuscript. M.D.T. and M.T. had primary responsibility for the final content. the interpretation of results, revised the manuscript and provided relevant intellectual input. They all read and
approved the final manuscript. M.D.T. and M.T. had primary responsibility for the final content. Constances cohort Sofiane Kab4, Adeline Renuy4, Stéphane Le Got4, Céline Ribet4, Mireille Pellicer4,
Emmanuel Wiernik4, Marcel Goldberg4 & Marie Zins4 Fundingh g
The SAPRIS/SAPRIS-SERO projects received funding from ANR (Agence Nationale de la Recherche, #ANR-20-
COVI-000, #ANR-10-COHO-06), Fondation pour la Recherche Médicale (#20RR052-00), and Inserm (Institut
National de la Santé et de la Recherche Médicale, #C20-26). The NutriNet-Santé cohort study was supported
by the following public institutions: Ministère de la Santé, Santé Publique France, Institut National de la Santé
et de la Recherche Médicale (INSERM), Institut National de Recherche pour l’Agriculture, l’Alimentation et
l’Environnement (INRAE), Conservatoire National des Arts et Métiers (CNAM) and Université Sorbonne Paris
Nord. The CONSTANCES cohort benefits from grant ANR-11-INBS-0002 from the French National Research
Agency. CONSTANCES is supported by the Caisse Nationale d’Assurance Maladie, the French Ministry of
Health, the Ministry of Research, and the Institut National de la Santé et de la Recherche Médicale (INSERM). CONSTANCES is also partly funded by AstraZeneca, Lundbeck, L’Oréal, and Merck Sharp & Dohme Corp. The E3N-E4N cohort is supported by the following institutions: Ministère de l’Enseignement Supérieur, de la
Recherche et de l’Innovation, INSERM, University Paris-Saclay, Gustave Roussy, the MGEN, and the French
League Against Cancer. Study investigators are independent from the funders. Funders had no role in the study
design, the collection, analysis, and interpretation of data, the writing of the manuscript, or the decision to
submit the article for publication. Epipage2 and Elfe child cohorts Marie‑Aline Charles9, Pierre‑Yves Ancel8, Valérie Benhammou11, Anass Ritmi11,
Laetitia Marchand11, Cecile Zaros12, Elodie Lordmi12, Adriana Candea12, Sophie de Visme12,
Thierry Simeon12, Xavier Thierry12, Bertrand Geay12, Marie‑Noelle Dufourg12 &
Karen Milcent12 Marie‑Aline Charles9, Pierre‑Yves Ancel8, Valérie Benhammou11, Anass Ritmi11,
Laetitia Marchand11, Cecile Zaros12, Elodie Lordmi12, Adriana Candea12, Sophie de Visme12,
Thierry Simeon12, Xavier Thierry12, Bertrand Geay12, Marie‑Noelle Dufourg12 &
Karen Milcent12 8Obstetrical, Perinatal and Pediatric Research Team (EPOPé), Centre for Research in Epidemiology and StatisticS
(CRESS), Inserm, INRAE, Université de Paris, Paris, France. 9Centre for Research in Epidemiology and StatisticS
(CRESS), Inserm, INRAE, Université de Paris, Paris, France. 11EPIPAGE-2 Joint Unit, Paris, France. 12ELFE Joint Unit,
Paris, France. NutriNet-Santé cohort Fabien Szabo de Edelenyi1, Julien Allègre1, Nathalie Druesne‑Pecollo1, Younes Esseddik1,
Serge Hercberg1 & Mathilde Touvier1 E3N-E4N cohort Fanny Artaud2, Pascale Gerbouin‑Rérolle2, Mélody Enguix2, Camille Laplanche2,
Roselyn Gomes‑Rimav2, Lyan Hoang2, Emmanuelle Correia2, Alpha Amadou Barry2,
Nadège Senina2 & Gianluca Severi2,3 https://doi.org/10.1038/s41598-023-30714-9 Scientific Reports | (2023) 13:4775 | www.nature.com/scientificreports/ NutriNet-Santé cohort
Fabien Szabo de Edelenyi1, Julien Allègre1, Nathalie Druesne‑Pecollo1, Younes Esseddik1,
Serge Hercberg1 & Mathilde Touvier1
Epipage2 and Elfe child cohorts
Marie‑Aline Charles9, Pierre‑Yves Ancel8, Valérie Benhammou11, Anass Ritmi11,
Laetitia Marchand11, Cecile Zaros12, Elodie Lordmi12, Adriana Candea12, Sophie de Visme12,
Thierry Simeon12, Xavier Thierry12, Bertrand Geay12, Marie‑Noelle Dufourg12 &
Karen Milcent12
8Obstetrical, Perinatal and Pediatric Research Team (EPOPé), Centre for Research in Epidemiology and StatisticS
(CRESS), Inserm, INRAE, Université de Paris, Paris, France. 9Centre for Research in Epidemiology and StatisticS
(CRESS), Inserm, INRAE, Université de Paris, Paris, France. 11EPIPAGE-2 Joint Unit, Paris, France. 12ELFE Joint Unit,
Paris, France. IPLESP – methodology and coordinating data center
Clovis Lusivika‑Nzinga6, Gregory Pannetier6, Nathanael Lapidus6, Isabelle Goderel6,
Céline Dorival6, Jérôme Nicol6, Olivier Robineau6 & Fabrice Carrat6,7
Inserm
Cindy Lai13, Liza Belhadji13, Hélène Esperou13 & Sandrine Couffin‑Cadiergues13
13Inserm, Paris, France. Institut de Santé Publique
Jean‑Marie Gagliolo14
14Aviesan, Inserm, Paris, France. CEPH-Biobank
Hélène Blanché15, Jean‑Marc Sébaoun15, Jean‑Christophe Beaudoin15, Laetitia Gressin15,
Valérie Morel15, Ouissam Ouili15 & Jean‑François Deleuze15
15Fondation Jean Dausset-CEPH (Centre d’Etude du Polymorphisme Humain), CEPH-Biobank, Paris, France. Unité des Virus Emergents
Stéphane Priet5, Paola Mariela Saba Villarroel5, Toscane Fourié5, Souand Mohamed Ali5,
Abdenour Amroun5, Morgan Seston5, Nazli Ayhan5, Boris Pastorino5 & Xavier de Lamballerie5 CEPH-Biobank Stéphane Priet5, Paola Mariela Saba Villarroel5, Toscane Fourié5, Souand Mohamed Ali5,
Abdenour Amroun5, Morgan Seston5, Nazli Ayhan5, Boris Pastorino5 & Xavier de Lamballerie5 https://doi.org/10.1038/s41598-023-30714-9 Scientific Reports | (2023) 13:4775 |
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Effect of acupuncture on insomnia in menopausal women: a study protocol for a randomized controlled trial
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Effect of acupuncture on insomnia in menopausal
women: A Study protocol for a Randomized
Controlled Trial women: A Study protocol for a Randomized
Controlled Trial
Shanshan Li
Shanghai Municipal Hospital of Traditional Chinese Medicine
Ping Yin
Shanghai Municipal Hospital of Traditional Chinese Medicine
Xuan Yin
Shanghai Municipal Hospital of Traditional Chinese Medicine
Anna Bogachko
Shanghai Municipal Hospital of Traditional Chinese Medicine
Tingting Liang
Shanghai Municipal Hospital of Traditional Chinese Medicine
Lixing Lao
University of Hong Kong
Shifen Xu
(
xu_doctor@hotmail.com
)
Shanghai Municipal Hospital of Traditional Chinese Medicine https://orcid.org/0000-0001-5595-3480
Method Article
Keywords: Menopause; Insomnia; Acupuncture; Clinical trial
Posted Date: February 8th, 2019
DOI: https://doi.org/10.21203/rs.2.313/v1
License:
This work is licensed under a Creative Commons Attribution 4.0 International
License. Read Full License
Version of Record: A version of this preprint was published on May 30th, 2019. See the published version
at https://doi.org/10.1186/s13063-019-3374-8. Shanshan Li
Shanghai Municipal Hospital of Traditional Chinese Medicine
Ping Yin
Shanghai Municipal Hospital of Traditional Chinese Medicine
Xuan Yin
Shanghai Municipal Hospital of Traditional Chinese Medicine
Anna Bogachko
Shanghai Municipal Hospital of Traditional Chinese Medicine
Tingting Liang
Shanghai Municipal Hospital of Traditional Chinese Medicine
Lixing Lao
University of Hong Kong
Shifen Xu
(
xu_doctor@hotmail.com
)
Shanghai Municipal Hospital of Traditional Chinese Medicine https://orcid.org/0000-0001-5595-3480 Shanshan Li
Shanghai Municipal Hospital of Traditional Chinese Medicine
Ping Yin
Shanghai Municipal Hospital of Traditional Chinese Medicine
Xuan Yin
Shanghai Municipal Hospital of Traditional Chinese Medicine
Anna Bogachko
Shanghai Municipal Hospital of Traditional Chinese Medicine
Tingting Liang
Shanghai Municipal Hospital of Traditional Chinese Medicine
Lixing Lao
University of Hong Kong
Shifen Xu
(
xu_doctor@hotmail.com
)
Shanghai Municipal Hospital of Traditional Chinese Medicine https://orcid.org/0000-0001-5595-3480 Method Article Version of Record: A version of this preprint was published on May 30th, 2019. See the published version
at https://doi.org/10.1186/s13063-019-3374-8. Page 1/17 Abstract Background: China today has high occurrences of insomnia in perimenopausal women. Some studies
have shown that acupuncture might be effective in treating primary insomnia and insomnia related to
depression and stroke. Although there are some programs supporting insomnia during the menopausal
transition, there are few randomized controlled trials to provide evidence regarding their effectiveness. We
design a randomized controlled trial of suitable sample size to verify the effectiveness of acupuncture in
patients with insomnia during the menopausal transition and to form an optimized acupuncture
treatment protocol. Method: In this randomized, single-site, single-blind, placebo-controlled trial, 84 eligible patients will be
recruited and randomly assigned to either the acupuncture group (n = 42) or the sham control group (n =
42) in a 1:1 ratio. Participants will receive a total of 18 sessions of treatment for eight consecutive weeks. Treatments will be given three times per week in the first four weeks, twice a week for the next two weeks
and finally treatment once weekly for the final two weeks. Treatment will utilize eight main acupoints
(GV20, GV24, GV29, RN6, RN4, SP6, HT7, EX-HN22), and extra two acupoints based on syndrome
differentiation. The primary outcome will be assessed using the Pittsburgh Sleep Quality Index (PSQI). The secondary outcomes will be measured by sleep parameters recorded in the Actigraphy (SE, TST, SA),
Insomnia Severity Index (ISI), Self-Rating Anxiety Scale (SAS), Self-Rating Depression Scale (SDS) and
Menopause Quality of Life (Men-QOL). The primary outcomes will be assessed at baseline, week four,
week eight, and first and the third month following the end of treatment. Discussion: If the results confirm that acupuncture is effective and safe for the treatment on insomnia in
menopausal women, this positive outcome could provide evidence for clinical application. Trial Registration: Chinese Clinical Trial Registry, ChiCTR1800018645, Date: 2018-10-01. URL:
http://www.chictr.org.cn/showproj.aspx?proj=31482. Trial Registration: Chinese Clinical Trial Registry, ChiCTR1800018645, Date: 2018-10-01. URL:
http://www.chictr.org.cn/showproj.aspx?proj=31482. Keywords: Menopause; Insomnia; Acupuncture; Clinical trial. Methods Hypotheses: Acupuncture treatment helps menopausal transition insomnia patients improve their sleep
quality and other related symptoms. Objectives: Objectives: 1. To compare the differences in improvement of insomnia, assessed by the Pittsburgh Sleep Quality
Index (PSQI) and Insomnia Severity Index (ISI), between the intervention group and control group. 1. To compare the differences in improvement of insomnia, assessed by the Pittsburgh Sleep Quality
Index (PSQI) and Insomnia Severity Index (ISI), between the intervention group and control group. 2. To compare the differences in improvement of mood, measured by the Self-Rating Anxiety Scale
(SAS) and Self-Rating Depression Scale (SDS), between the intervention group and control group. 1. To compare the differences in improvement of insomnia, assessed by the Pittsburgh Sleep Quality
Index (PSQI) and Insomnia Severity Index (ISI), between the intervention group and control group. 2. To compare the differences in improvement of mood, measured by the Self-Rating Anxiety Scale
(SAS) and Self-Rating Depression Scale (SDS), between the intervention group and control group. 3. To compare the differences in improvement of Menopause Quality of Life (MenQOL), between the
intervention group and control group. 1. To compare the differences in improvement of insomnia, assessed by the Pittsburgh Sleep Quality
Index (PSQI) and Insomnia Severity Index (ISI), between the intervention group and control group. 2. To compare the differences in improvement of mood, measured by the Self-Rating Anxiety Scale
(SAS) and Self-Rating Depression Scale (SDS), between the intervention group and control group. 3. To compare the differences in improvement of Menopause Quality of Life (MenQOL), between the
intervention group and control group. 3. To compare the differences in improvement of Menopause Quality of Life (MenQOL), between the
intervention group and control group. Design: This is a single-site, single-blind, randomized, placebo-controlled clinical trial that will be carried
out in the Shanghai Municipal Hospital of Traditional Chinese Medicine. Eligible patients will be randomly
divided into the acupuncture group and the sham acupuncture group in a 1:1 allocation ratio. All
participants will sign the informed consent before proceeding with the trial. The flow chart of the study process is as follows in Fig. 1. Timing of treatment assessments and data
collection are as follows in Table 1. Recruitment: Participants of the study will be recruited through the outpatient clinic, hospital-based
Wechat advertising, and posters in Shanghai Municipal Hospital of Traditional Chinese Medicine in
Shanghai, China. Background The menopausal transition (MT) is often accompanied by a myriad of symptoms, the most common of
which being insomnia[1-3]. Insomnia is characterized by having difficulty falling asleep, frequent
nocturnal wakings with difficulty falling back asleep[4] and unexplained pain. A study conducted by the
National Institutes of Health estimates the prevalence of insomnia in menopausal women at 40-50%[5-8]. Women who experience poor sleep quality during the MT are more likely to have critical problems[9] such
as depression, anxiety, memory and cognitive deprivation, cardiovascular disease and reduced quality of
life[3, 4]. Yet, there are few effective therapies available for treating sleep problems during the MT. Yoga,
therapeutic massage and exercise may be helpful for sleep disorders, but they have not yet been proven
as an effective independent treatment[10]. Hormone therapy (HT) is currently the most effective
treatment, but is also associated with a number of risks[11, 12]. HT can reduce hot flashes at night, and Page 2/17 Page 2/17 some studies have reported that it can reduce sleep disorders[13]. However, increasing numbers of
women are refusing HT due to the risks (myocardial infarction, stroke, venous thromboembolism and
breast cancer) outlined by trials published in the Women’s Health Initiative[14]. Moreover, these trails
reported that HT has a weaker effect on insomnia than previously thought[15] . some studies have reported that it can reduce sleep disorders[13]. However, increasing numbers of
women are refusing HT due to the risks (myocardial infarction, stroke, venous thromboembolism and
breast cancer) outlined by trials published in the Women’s Health Initiative[14]. Moreover, these trails
reported that HT has a weaker effect on insomnia than previously thought[15] . Acupuncture, an important part of Traditional Chinese Medicine (TCM), has been used for thousands of
years in China to treat various diseases including sleep disorders[5]. Many studies have confirmed the
efficacy of acupuncture for primary insomnia and related depressive disorders[16-18]. Based on the
results that the efficacy of acupuncture for depression-related insomnia [19] and insomnia following
stroke [20], we believe that acupuncture might be an effective treatment for insomnia during the MT. However, effects of acupuncture on sleep disorders remain uncertain because of flawed research
methodology, such as improper sample size, treatment times and follow-up problems[21]. The main objective of this study is to determine whether acupuncture is effective as compared to a sham
acupuncture control on insomnia in menopausal women. Background The findings of this trial will provide useful
information in forming an optimal acupuncture treatment protocol. Methods Those who are interested in participating in the study will be screened either via Page 3/17 telephone or on-site. They will receive eight-week treatment of acupuncture and a series of assessments
on sleep disorders free of charge. During the study, participants will be required to wear a wrist Actigraphy
to record their sleep quality. The participants who meet the inclusion criteria will be informed of the
research details and asked to sign the informed consent before the treatment commence. telephone or on-site. They will receive eight-week treatment of acupuncture and a series of assessments
on sleep disorders free of charge. During the study, participants will be required to wear a wrist Actigraphy
to record their sleep quality. The participants who meet the inclusion criteria will be informed of the
research details and asked to sign the informed consent before the treatment commence. nclusion Criteria: Participants with the following conditions will be included: Inclusion Criteria: Participants with the following conditions will be included: (1) Menopausal women aged 45~60; (2) Participants who meets the diagnostic criteria of traditional Chinese medicine in accordance with the
above perimenopausal and insomnia[22]; (2) Participants who meets the diagnostic criteria of traditional Chinese m
above perimenopausal and insomnia[22]; (3) Participants in line with the international classification of sleep disorders (ICSD-3) for the diagnosis of
insomnia; (4) Participants whose PSQI score is higher than five; (4) Participants whose PSQI score is higher than five; (4) Participants whose PSQI score is higher than five; (5) Participants who voluntarily agree to join the study and to sign the written informed consent form for
the RCT. Exclusion Criteria: Participants with the following conditions will be excluded: (1) Participants who have severe mental illness such as depression, anxiety, schizophrenia and so on;
(2) Participants with serious heart, brain, kidney or liver disease; (3) Participants with secondary insomnia caused by systemic diseases such as pain, fever, cough,
surgery and external environment disturbance; (4) Participants who have taken hormones for 6 or more months; (5) Participants who are pregnant or currently lactating. Intervention: (5) Participants who are pregnant or currently lactating. Participants in each group will receive 18 real or sham treatments within an eight-week period. In each
group, they will receive either acupuncture or sham acupuncture treatment three times per week for the
first four weeks, twice per week for the next two weeks and once per week for the last two weeks. Methods Each
treatment will last for 30 minutes. The each patient will be placed in a separate quiet space and lying
supine. The acupuncturists will be registered practitioners with more than three years of experience in
acupuncture practice. In order to increase the patients’ compliance, they will accept the intervention and
assessment by reservation, and they will receive some financial subsidies (200 RMB) after the follow-up
assessments. Page 4/17 Page 4/17 In the treatment group, acupuncture needles will be standard stainless steel, sterile, and disposable (0.25
× 40 mm and 0.30×40mm in length; Jia Jian, China). The control group will use the Streitberger Placebo-
needle at the same acupoints. The treatment methods of acupuncture and acupoints are shown in Table
2. In the treatment group, acupuncture needles will be standard stainless steel, sterile, and disposable (0.25
× 40 mm and 0.30×40mm in length; Jia Jian, China). The control group will use the Streitberger Placebo-
needle at the same acupoints. The treatment methods of acupuncture and acupoints are shown in Table
2. The acupuncture group: Participants in this group will receive acupuncture treatment during the first eight weeks. According to our
in depth research on insomnia and acupuncture experience, Baihui (GV20), Shenting (GV24), Yintang
(GV29), Qihai (RN6), Guanyuan (RN4) and bilateral Anmian (EX-HN22), Sanyinjiao (SP6), Shenmen (HT7)
will be used as main acupoints[17]. Acupuncturists will be permitted to add acupuncture points based on
TCM syndrome differentiation [23]. According to our own clinical practice, potentially relevant extraneous
points include Mingmen (GV4) and Shenshu (BL23) for kidney yang deficiency, and TaiXi (KI3) and Fuliu
(KI7) for kidney yin deficiency. The needles will be inserted into the skin to the depth of 10–30 mm and
manipulated manually (including lifting, thrusting, and rotating) until the patient reports needling
sensations (Deqi sensation). The needles on GV20 and GV29 will be connected to a G6805-2 Multi-
Purpose Health Device (Huayi company), using continuous wave type, frequency at 2.5HZ, and intensity
of 45 mA. Needles will be retained for 30 minutes before removal. The control group: Participants in this group will receive sham acupuncture treatment. We will use a non-invasive placebo
control, the Streitberger Placebo-needle. Acupoints are the same as with acupuncture group, without
insertion. An electroacupuncture apparatus (G6805-2 Multi-Purpose Health Device) will be set beside the
patients and connected to the GV20 and GV29, without electrical pulse. Outcome measures We will make assessments at baseline, week four, week eight, post-treatment, and with follow-ups at the
first and third month after the end of treatment. Primary outcome Primary outcome Pittsburgh Sleep Quality Index (PSQI): Pittsburgh Sleep Quality Index (PSQI): Pittsburgh Sleep Quality Index (PSQI): The PSQI is a self-rated questionnaire used to measure general sleep quality. It comprises 19 self-rated
items and five other-rated items[20]. It assesses sleep based on seven domains in the past month: sleep
duration, sleep disorders, sleep-onset latency, daytime dysfunction, sleep efficiency, use of medications to
sleep, and overall sleep quality[24]. Each domain is rated from 0 to 3, and the accumulated scores of the
seven domains constitute the total score of the PSQI (0–21). A total score of more than 5 indicates poor
quality of sleep[25] . Secondary outcomes: Page 5/17 Page 5/17 Insomnia Severity Index (ISI): ISI is designed to assess the nighttime and daytime symptoms of insomnia. It includes seven items rated
on a 0- to 4-point scale, total score ranges from 0–28[26]. All self-report questionnaires are conducted in
Chinese. A higher score indicates a more severe insomnia. ISI classification: clinical insomnia (score 0-7),
mild insomnia (8-14), moderate insomnia (score 15-21), and severe insomnia (score 22-28). Menopause Quality of Life (MenQOL): MenQOL is a questionnaire used to assess the quality of life in menopause, including 29 items, which are
divided into four domains, Vasomotor (Items 1 to 3), Psychosocial (Items 4 to 10), Physical (Items 11 to
26), and Sexual (Items 27 to 29). For analyses, we convert the item scores to a score ranging from 1 to 8
(NO, 0-6). Each domain mean ranges from 1 to 8. The overall questionnaire score is the mean of the
domain means. A higher score indicates a worse quality of life [29]. Self-Rating Depression Scale (SDS): The SDS is a self-rated scale for evaluating the severity of depression [28]. The main statistical index
consists of 20 questions. We first calculate the standard score by ranking the participant’s responses to
20 questions. From this figure the total score determined as is 1.25 times of the standard score, making
use of the integral part [17]. The demarcation point of depression is 50 points, the higher the score, the
more significant the depression tendency. Actigraphy assessments: The wActiSleep-BT actigraph (Actigraph LLC, Pensacola, USA), will be worn on the patients’ wrist, which
can record the sleep quality by noting sleep awakenings (SA), total sleep time (TST), sleep onset, sleep
latency as well as the efficiency of sleep. The analysis of sleep condition and sleep quality will be
performed by the software ActiLife6 (Version 6.8.1, Actigraph LLC) [17, 20]. Self-Rating Anxiety Scale (SAS): We will use SAS to assess the degree of anxiety in patients. The questionnaire includes 20 items, as
follows: 15 negative and 5 positive descriptions, the opposite of the score[27]. The total score of the 20
items more than 40 points, indicating the state of anxiety. A higher score indicates more severe anxiety. Self-Rating Depression Scale (SDS): Estazolam dose: Patients will be allowed to take Estazolam (0.5mg-2.0mg) when they have difficulty in falling asleep for
more than three consecutive days during the trial. They will be asked to record the dose and the time of
taking Estazolam on the case report form (CRF). Sample size: Page 6/17 The sample size calculation was based on the change of PSQI scores. Systematic review[21] shows that
at least 2.70 point difference in PSQI scores between acupuncture and sham-acupuncture has clinical
significance. We expected that acupuncture would out-perform sham-acupuncture by three points,
therefore a sample size of 35 participants should be recruited in each group. Considering about a 20%
dropout rate, each group will take 42 cases. So a total of 84 participants should be recruited for this RCT. N= ;() Randomization and Blinding: We will use the block randomization method. We plan to use SPSS version 23.0 software to generate a
random number table. The participants who meet the criteria will be randomly assigned to acupuncture
group or control group with 1:1 ratio. The random allocation sequence will be generated in a block. The
block size will be randomized to six. Then the independent researcher will pre-pack envelopes with the
corresponding number according to the randomization schedule. Each patient will receive an envelope
labeled with their name containing their numbered group assignment. Patients will be asked to wear an eye-patch when they receive treatment. Only the acupuncturists will
know the group assignments. The participants and other researchers (including the data analysts,
outcome assessors, statistician will be blinded to group allocation. In order to ensure the successful
implementation of the blinding method, all researchers will be trained before the trial begins. Safety and undesirable effects: Safety and undesirable effects: Patients will be advised in the event of any undesirable effect after the application of acupuncture that
they discontinue acupuncture and contact their doctors, the doctor will diagnose and treat the adverse
reactions. They will also be asked to contact the researcher who will have completed an undesirable
effect form as well as the undesirable effect record log. Adverse events such as fainting, allergies and
pain may occur in acupuncture clinical trials[30]. If the participant has the reaction of fainting, the needle
will be immediately withdrawn. The patient will be returned to a supine position and given warm water or
sugar water. The patient will be allowed to rest until they have made a full recovery. In the case of pain
and allergies, the needle should be taken out immediately and treated according to the specific
circumstances. Any adverse event (include any discomfort, symptoms, or diseases occurring during the trial) will be
reported by the patients and doctors after acupuncture treatment. All details of adverse events will be
reported in the Case Report Form. At the end of the study we will analyze the influence of all events. Data management: Statistical analysis: All data will be analyzed by Intention-to-Treat (ITT), including data from any participants who have
dropped out of the RCT during the trial. All data will be entered twice by two different researchers to
ensure the accuracy. The statistical analysis of data will be carried out by SPSS 23.0 software. All data will be analyzed by Intention-to-Treat (ITT), including data from any participants who have
dropped out of the RCT during the trial. All data will be entered twice by two different researchers to
ensure the accuracy. The statistical analysis of data will be carried out by SPSS 23.0 software. Descriptive characteristics of baseline statistics will be reported as the mean ± standard deviation or
median. The two study groups will be compared using t test for continuous measures and chi-square
tests for categorical measures. To compare changes in sleep quality between two groups as the primary
analysis, a repeated measures ANOVA (General Linear Model) will be used. P-Values ≤0.05 will be
considered statistically significant. Monitoring: To improve the quality of this RCT, the whole process will be conducted under the supervision of a
qualified clinical trial expert and be carried out by Shanghai Municipal Hospital of Traditional Chinese
Medicine. The Clinical Research Center of Drugs of the Shanghai University of Traditional Chinese
Medicine will provide data monitoring with access to any interim results and will make the final decision
to terminate the trial if necessary. Clinical trial registration: This RCT was registered in the Chinese Clinical Trial Registry
(ChiCTR1800018645), Date: 2018-10-01. Clinical trial registration: This RCT was registered in the Chinese Clinical Trial Registry
(ChiCTR1800018645), Date: 2018-10-01. Clinical trial registration: This RCT was registered in the Chinese Clinical Trial Registry
(ChiCTR1800018645), Date: 2018-10-01. URL: http://www.chictr.org.cn/showproj.aspx?proj=31482 RL: http://www.chictr.org.cn/showproj.aspx?proj=31482 Data management: Patient characteristics will be recorded in CRFs, which will be stored in the researcher’s work office. Quality of CRF completion will be monitored by the specified researcher. All the original data of the RCT
will be entered into the ResMan research Manager of the Clinical Trial Management Public Platform. The Page 7/17 relevant users will be trained and the system will be tested before it is officially launched to ensure that
the system meets the trial requirements. Only relevant personnel will receive the account number and
password once the system is officially launched. The clinical supervisor will monitor the work of the
clinical trial center at least once a month. relevant users will be trained and the system will be tested before it is officially launched to ensure that
the system meets the trial requirements. Only relevant personnel will receive the account number and
password once the system is officially launched. The clinical supervisor will monitor the work of the
clinical trial center at least once a month. Statistical analysis: Discussion Acupuncture treatment has been practiced in China for more than two millennia[31] and in recent years
has been widely used in western countries [32]. Recent studies have found that acupuncture can be used
to relieve vasomotor symptoms during the MT [23], but have not yet established the effects of
acupuncture on insomnia during the MT. This is a valuable clinical RCT aimed at treating insomnia in
menopausal women. We use acupuncture and sham acupuncture[33] to evaluate the efficacy of
acupuncture on improving sleep quality. In addition, we use a strictly randomized controlled trial, utilizing
the control group method to reduce test bias and ensure the reliability of the RCT. The improvement on previous trials offered in this RCT is the method of point selection. Individualized
treatment upon syndrome differentiation is the basis of TCM theory[23], and the selection of points is a
question for the world acupuncture researchers [34]. To give some evidence for the effects of treatment
upon syndrome differentiation, we set eight points as main points, and add two acupoints based on Page 8/17 Page 8/17 individual differences in the syndromes. Another advantage is the use of Actigraphy. This wrist-worn
sleep monitor can provide an objective assessment for the treatment effect [35]. This is very useful for us
to compare and evaluate the change of patients’ sleep quality before and after treatment. individual differences in the syndromes. Another advantage is the use of Actigraphy. This wrist-worn
sleep monitor can provide an objective assessment for the treatment effect [35]. This is very useful for us
to compare and evaluate the change of patients’ sleep quality before and after treatment. Another innovation in this trial is the design of the treatment frequency. In the first month we will give full
dose (three times per week) treatment. After the initial month we will decrease the frequency of the
acupuncture treatment. This will be beneficial for us to observe the acupuncture therapeutic effect, and to
achieve the purpose of maintaining the minimum therapeutic dose for the long-term. However, this RCT still faces some challenges. (1) The single-blinded method. For clinical trials of
acupuncture, it is inevitable to know about the acupuncture treatment or sham acupuncture treatment for
the acupuncturists. All the participants will be asked to wear the eye-patch and arranged in a separate
quiet space during the treatment. (2) The application of the sham acupuncture method. Discussion The
acupuncturists will receive several sessions of strict training before the study begins to ensure the proper
sham acupuncture techniques. (3) The challenge of participant compliance. We will provide patient
outreach over the phone to arrange the treatment time reasonably and to improve the attendance rate of
the patients. The researchers will conduct follow-up interviews by phone to record patient outcomes. To achieve our clinical goals, we will strive to standardize every step of the study, including acupoints
selection, acupuncture operation, needle apparatus, and therapists’ clinical experience. We expect that
this trial will provide strong positive evidence for acupuncture treatment of sleep disorders in the
perimenopausal period. Abbreviations MT: Menopausal Transition; HT: Hormone Therapy; TCM: Traditional Chinese Medicine; PSQI: Pittsburgh
Sleep Quality Index; ISI: Insomnia Severity Index; TST: Total Sleep Time; SAS: Self-Rating Anxiety Scale;
SDS: Self-Rating Depression Scale; MenQOL: Menopause Quality of Life; ITT: Intention-to-Treat ; GV:
Governor vessel; RN: Ren meridians; SP: Spleen meridian of foot Taiyin; HT: Heart meridian of hand
Shaoyin; EX-HN: Extra acupoints on head; KI: Kidney meridian of foot Shaoyin; CRF: Case report form. References 1. Prairie BA, Wisniewski SR, Luther J, Hess R, Thurston RC, Wisner KL, Bromberger JT: Symptoms of
depressed mood, disturbed sleep, and sexual problems in midlife women: cross-sectional data from
the Study of Women's Health Across the Nation. Journal of women's health 2015, 24(2):119-126. 1. Prairie BA, Wisniewski SR, Luther J, Hess R, Thurston RC, Wisner KL, Bromberger JT: Symptoms of
depressed mood, disturbed sleep, and sexual problems in midlife women: cross-sectional data from
the Study of Women's Health Across the Nation. Journal of women's health 2015, 24(2):119-126. 2. Chiu HY, Hsieh YJ, Tsai PS: Acupuncture to Reduce Sleep Disturbances in Perimenopausal and
Postmenopausal Women: A Systematic Review and Meta-analysis. Obstetrics and gynecology 2016,
127(3):507-515. 3. Yazdi Z, Sadeghniiat-Haghighi K, Ziaee A, Elmizadeh K, Ziaeeha M: Influence of sleep disturbances
on quality of life of Iranian menopausal women. Psychiatry journal 2013, 2013:907068. 3. Yazdi Z, Sadeghniiat-Haghighi K, Ziaee A, Elmizadeh K, Ziaeeha M: Influence of sleep disturbances
on quality of life of Iranian menopausal women. Psychiatry journal 2013, 2013:907068. 4. Sun D, Shao H, Li C, Tao M: Sleep disturbance and correlates in menopausal women in Shanghai. Journal of psychosomatic research 2014, 76(3):237-241. 4. Sun D, Shao H, Li C, Tao M: Sleep disturbance and correlates in menopausal women in Shanghai. Journal of psychosomatic research 2014, 76(3):237-241. 5. Cong Fu NZ, Zhen Liu,Lu-hua Yuan,Chen Xie,Wen-jia Yang,et al.: Acupuncture Improves Peri-
menopausal Insomnia: A Randomized Controlled Trial. SLEEP 2017, 40:1-8. 5. Cong Fu NZ, Zhen Liu,Lu-hua Yuan,Chen Xie,Wen-jia Yang,et al.: Acupuncture Improves Peri-
menopausal Insomnia: A Randomized Controlled Trial. SLEEP 2017, 40:1-8. 6. Slopien R, Wichniak A, Pawlak M, Slopien A, Warenik-Szymankiewicz A, Sajdak S: Disturbances of
sleep continuity in women during the menopausal transition. Psychiatria polska 2015, 49(3):615-
623. 7. Berecki-Gisolf J, Begum N, Dobson AJ: Symptoms reported by women in midlife: menopausal
transition or aging? Menopause 2009, 16(5):1021-1029. 8. Jin F, Tao M, Teng Y, Shao H, Li C, Mills E: Knowledge and attitude towards menopause and hormone
replacement therapy in Chinese women. Gynecologic and obstetric investigation 2015, 79(1):40-45. 9. Philip S.Eichling JS: Menopause Related Sleep Disorders. Lournal of Clinical Sleep Medicine 2005,
1:291-300. 10. Joshua z SA, Claire L, Sara Nowakowski: Treatment of Insomnia, Insomnia Symptoms, and
Obstructive Sleep Apnea During and After Menopause:Therapeutic Approaches. HHS Public Access
2015, 1:63-83. 11. H.Hachul TKPG, A. L. Maciel, F. Yagibara, S.Tufik, L. 2School of Chinese Medicine, University of Hong Kong, Hong Kong, China. 2School of Chinese Medicine, University of Hong Kong, Hong Kong, China. 3University of Maryland School of Medicine, Baltimore, MD, USA 21201 Declarations Trial status: The first investigators’ meeting took place on 31 August 2018. The RCT is in preparation now and will
launch in November 2018. Recruitment is expected to end in late 2020. Ethics approval and consent to participate: This RCT was approved by the Ethics Committee of Shanghai Municipal Hospital of Traditional Chinese
Medicine on September 18, 2018 (certificate number 2018SHL-KY-09). The purpose, procedures, and Page 9/17 Page 9/17 potential risks of the RCT will be explained clearly to the participants. All participants shall give their
written informed consent before joining the RCT. potential risks of the RCT will be explained clearly to the participants. All participants shall give their
written informed consent before joining the RCT. Consent for publication: Consent for publication: Not applicable. Availability of data and material: The trial data will be available from the corresponding author upon reasonable request. Competing interests: The authors declare that they have no competing interests. The authors declare that they have no competing interests. The study is partly supported by grants from Shanghai Committee of Science and Technology, China (No
18401905200). Shanghai Hospital Development Center, China (No SHDC12016124), Shanghai Municipal
Commission of Health and Family Planning, China (No 201640026) and State Administration of
Traditional Chinese Medicine, China (Grant No. JDZX2015024). Authors' contributions: The trial was designed and developed by SFX and LXL. The manuscript was drafted by SSL. The protocol
was carefully revised, edited by SSL and PY. XY, AB, and TTL contributed the discussion. All authors read
and approved the final manuscript. Acknowledgements: Shifen Xu provided general support as the head of the Acupuncture Department in Shanghai Municipal
Hospital of Traditional Chinese Medicine, and was responsible for the design of this RCT and for
communicating important protocol modifications to relevant parties. We would like to thank Dr. Philippa
Hazlewood from the International Education College, Shanghai University of Traditional Chinese
Medicine, for her editorial support. Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional
affiliations. Authors' information: 1Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional
Chinese Medicine, Shanghai 200071, China. Page 10/17 2School of Chinese Medicine, University of Hong Kong, Hong Kong, China. References bittencourt: Acupuncture improves sleep in
postmenopause in a randomized, double-blind, placebo-controiied study. CLIMACTERIC 2013, 16:36-
40. 12. Avis NE, Coeytaux RR, Levine B, Isom S, Morgan T: Trajectories of response to acupuncture for
menopausal vasomotor symptoms. Menopause 2017, 24(2):171-179. 12. Avis NE, Coeytaux RR, Levine B, Isom S, Morgan T: Trajectories of response to acupuncture for
menopausal vasomotor symptoms. Menopause 2017, 24(2):171-179. 13. Huang MI, Nir Y, Chen B, Schnyer R, Manber R: A randomized controlled pilot study of acupuncture
for postmenopausal hot flashes: effect on nocturnal hot flashes and sleep quality. Fertility and
sterility 2006, 86(3):700-710. 13. Huang MI, Nir Y, Chen B, Schnyer R, Manber R: A randomized controlled pilot study of acupuncture
for postmenopausal hot flashes: effect on nocturnal hot flashes and sleep quality. Fertility and
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health-related quality of life. The NEW ENGLAND JONAL of MEDICINE 2003, 348:1839-1845. 15. Fredi K, Adriane Fugh-Berman: Complementary and alternative medicine for menopausal symptoms-
a review of randomized, controlled trials. ACADEMIA AND CLININ 2002:805-814. 15. Fredi K, Adriane Fugh-Berman: Complementary and alternative medicine for menopausal symptoms-
a review of randomized, controlled trials. ACADEMIA AND CLININ 2002:805-814. 16. Yin X, Xu J, Dong B, Ma J, Chen Z, Yin P, Wu J, Zhu B, Cao Y, Zheng H et al: Efficacy and Safety of
Electroacupuncture on Treating Depression Related Sleep Disorders: Study Protocol of a
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treatment on primary insomnia: a randomized controlled trial. Sleep medicine 2017, 37:193-200. 17. Yin X, Gou M, Xu J, Dong B, Yin P, Masquelin F, Wu J, Lao L, Xu S: Efficacy and safety of acupuncture
treatment on primary insomnia: a randomized controlled trial. Sleep medicine 2017, 37:193-200. 18. Wing-Fai Yeung K-FC, Kwok-Chu Tso,Shi-Ping,Zhang-jin Zhang,Lai-Ming Ho: Electroacupuncture for
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insomnia following stroke: study protocol for a randomized controlled trial. Trials 2016, 17(1):546. 20. Cao Y, Yin X, Soto-Aguilar F, Liu Y, Yin P, Wu J, Zhu B, Li W, Lao L, Xu S: Effect of acupuncture on
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systematic reviews 2012(9):CD005472. 22. Sateia MJ: International classification of sleep disorders-third edition: highlights and modifications. Chest 2014, 146(5):1387-1394. 23. Avis NE, Coeytaux RR, Isom S, Prevette K, Morgan T: Acupuncture in Menopause (AIM) study: a
pragmatic, randomized controlled trial. Menopause 2016, 23(6):626-637. 24. Jutta Backhaus KJ, Andreas Brocks, Dieter Riemann,Fritz Hohhagen: Test-retest reliability and
validity of the Pittsburgh Sleep Quality Index in primary insomnia. Journal of Psychosomatic
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Cancer Trials Group MA.17R: A Randomized Trial of Extending Adjuvant Letrozole to 10 years. JOURNAL OF CLINICAL ONCOLOGY 2018, 36:563-571. 30. Li YQ, Lu YY, Zhang J, Guo Y: Analysis on the situation of adverse reaction to acupuncture and
acupuncture risk. Chinese Acupuncture & Moxibustion 2011, 31(8):764-768. 31. ADAM BURKE DM, CLAIRE DYE, LAURA CHYU: Acupuncture use in the United States- findings from
the National Health Interview Survey. THE JOURNAL OF ALTERNATIVE AND COMPLEEMENTARY
MEDICINE 2006, 12:639-648. 32. References Yeung WF, Chung KF, Yung KP, Ho FY, Ho LM, Yu YM, Kwok CW: The use of conventional and
complementary therapies for insomnia among Hong Kong Chinese: a telephone survey. Complementary therapies in medicine 2014, 22(5):894-902. 33. Lao L, Bergman S, Hamilton GR, Langenberg P, Berman B: Evaluation of acupuncture for pain control
after oral surgery: a placebo-controlled trial. Arch Otolaryngol Head Neck Surg 1999, 125(5):567-572. 33. Lao L, Bergman S, Hamilton GR, Langenberg P, Berman B: Evaluation of acupuncture for pain control
after oral surgery: a placebo-controlled trial. Arch Otolaryngol Head Neck Surg 1999, 125(5):567-572. 34. Albert Yeung DM, Jonathan Alpert, Yantao Ma, Maurizio Fava: Acupuncture for Major Depressive
Disorder: Has Its Efficacy Been Disproved? LETTERS TO THE EDITOR 2007:1617-1622. 34. Albert Yeung DM, Jonathan Alpert, Yantao Ma, Maurizio Fava: Acupuncture for Major Depressive
Disorder: Has Its Efficacy Been Disproved? LETTERS TO THE EDITOR 2007:1617-1622. 35. Short MA, Gradisar M, Lack LC, Wright H, Carskadon MA: The discrepancy between actigraphic and
sleep diary measures of sleep in adolescents. Sleep medicine 2012, 13(4):378-384. 35. Short MA, Gradisar M, Lack LC, Wright H, Carskadon MA: The discrepancy between actigraphic and
sleep diary measures of sleep in adolescents. Sleep medicine 2012, 13(4):378-384. Figure 1 Flowchart of the trial. Tables Table1. Timing of treatment assessments and data collection Table1. Timing of treatment assessments and data collection Page 13/17 STUDY PERIOD
Enrolment
Baseline
Treatment phase
Follow-up phase
TIMEPOINT**
-1week
0week
4week
8week
4week
12week
ENROLMENT:
Eligibility screen
X
Informed consent
X
Medical history
X
Allocation
X
INTERVENTIONS:
Acupuncture
X
X
X
Sham Acupuncture
X
X
X
ASSESSMENTS:
Primary outcome
PSQI
X
X
X
X
X
Secondary outcomes
ISI
Actigraphy
SDS
SAS
Men-QoL
X
X
X
X
X
X
X
X
X
X
X
X
X
Others
Estazolam dose
Adverse events
X
X
X
X
X
X
X
X
X
X
Patients's satisfaction
Success of blinding
X
X Page 14/17 Table 2. Details of intervention Table 2. Details of intervention
Intervention group
Control group
Main
Acupoints
GV20, GV24, GV29, RN6, RN4, SP6, HT7, EX-HN22
GV20, GV24, GV29, RN6, RN4, SP6,
HT7, EX-HN22
Added
Acupoints
Kidney yang deficiency GV4, BL23
Kidney yang deficiency GV4, BL23
Kidney yin deficiency KI3, KI7
Kidney yin deficiency KI3, KI7
Depth of
insertion
GV20, GV24, GV29, RN6, RN4, EX-HN22 10mm
No insertion
HT7, SP6, GV4, BL23, KI7, KI3 15mm
Needle
type
Steel needle (Wuxi
Jiajian Medical Co. Ltd. Wuxi, China)
Blunt-tip
needle
(Streitberger Placebo-needle)
Needle
sensation
With de-qi sensation
Without de-qi sensation
Electric
stimulation
Needle on GV20, GV29 connected to G6805-2 Multi-
Purpose Health Device (Shanghai Medical
Instruments High-Techno,
China). with electric
pulse at a frequency of 2.5 Hz and an intensity of 45
mA
Needle on GV20, GV29, connected
to G6805-2 Multi-Purpose Health
Device (Shanghai Medical
Instruments High-Techno, China). without electric pulse
Frequency
and
duration
Three times per week for the first four weeks
Three times per week for the first
four weeks
Twice per week for the next two weeks
Twice per week for the next two
weeks
Once per week for the final two weeks
Once per week for the final two
weeks Intervention group Figures Page 15/17 Page 15/17 Figure 1
Flowchart of the trial. Supplementary Files supplement1.dotx Supplementary Files Page 16/17
This is a list of supplementary files associated with this preprint. Click to download. This is a list of supplementary files associated with this preprint. Click to d Page 16/17
This is a list of supplementary files associated with this preprint. Click to download. supplement1.dotx supplement1.dotx Page 17/17
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pedagogia de projetos e a formação humana integral
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Resumo Este artigo traz à discussão as relações entre a Pedagogia de Projetos e a Formação Humana Integral,
buscando, de forma sistemática e crítica, superar a visão de ensino-aprendizagem desvinculada de
uma formação crítica, inventiva e comprometida com a transformação social. Para tanto, se propôs a
analisar a utilização da Pedagogia de Projetos como metodologia de ensino visando uma formação
humana integral dos discentes, percebendo-os como sujeitos ativos de seu processo de aprendizagem. Durante a pesquisa, são destacadas as principais características da Pedagogia de Projetos e suas
contribuições para a formação Humana Integral. Para tanto, foi desenvolvido um estudo de caso de
uma turma do curso Técnico em Administração na Forma Integrada do IFAM campus Coari, de modo
a apontar as descobertas realizadas e os resultados alcançados após a reflexão e análise do processo. O levantamento de dados foi feito a partir da aplicação de entrevista semiestruturada e observação
remota dos participantes. Os resultados tiveram seus dados tabulados e submetidos ao tratamento da
metodologia de análise Textual Discursiva, os quais indicam que a pedagogia de projetos contribuiu de
forma significativa para a formação e o desenvolvimento das dimensões cultural, social, cognitiva, física
e emocional dos discentes. Palavras-chave: Pedagogia de Projetos; Formação humana integral. A pedagogia de projetos e a formação humana integral: estudo de caso no
município de Coari/AM
Revista do Programa de Pós-Graduação em Ensino Tecnológico,
do Instituto Federal do Amazonas
ISSN: 2446-774X A pedagogia de projetos e a formação humana integral: estudo de caso no
município de Coari/AM
Revista do Programa de Pós-Graduação em Ensino Tecnológico,
do Instituto Federal do Amazonas
ISSN: 2446-774X Revista do Programa de Pós-Graduação em Ensino Tecnológico,
do Instituto Federal do Amazonas A pedagogia de projetos e a formação humana integral: estudo de caso no
município de Coari/AM 1 Mestrando em Educação Profissional e Tecnológica em Rede Nacional – (ProfFEPT)), Instituto Federal de
Educação Ciência e Tecnologia do Amazonas – (IFAM), Coari, Amazonas, Brasil, ORCID: https://orcid.org/0000-
0003-4533-0807. E-mail: moyses.hassan@ifam.edu.br Abstract Abstract
This article brings to the discussion the relationship between Project Pedagogy and Integral Human
Education, seeking, systematically and critically to overcome the teaching-learning vision detached from
a critical, inventive formation committed to social transformation. Therefore, it was proposed to analyze
the use of Project Pedagogy as a teaching methodology aiming at an integral human formation of the
students, perceiving them as active subjects of their learning process. During the research, the main
characteristics of Project Pedagogy and its contributions the Integral Human Education are highlighted. To this end, a case study of a class of the Technical Course in Administration in the Integrated Form of
the IFAM campus Coari was developed, to point out the discoveries made and the results achieved after
the reflection and analysis of the process. Data collection was carried out through the application of
semi-structured interviews and remote observation of the participants. The results had their data
tabulated and submitted to the treatment of the Discursive Textual Analysis methodology, which indicate
that the pedagogy of projects contributed significantly to the formation and development of the cultural,
social, cognitive, physical and emotional dimensions of the students. Keywords: Pedagogy of projects. Integral human formation. Keywords: Pedagogy of projects. Integral human formation. La pedagogía de proyectos y la formación humana integral: estudio de caso en
la ciudad de Coari/AM y
2 Doutor em Ciência da Computação (UFMG); Instituto Federal de Ciência e Tecnologia do Amazonas – (IFAM),
Manaus, Amazonas, Brasil, ORCID: https://orcid.org/0000-0003-1498-2829. E-mail: pinheiro@ifam.edu.br Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015 Resumen 1 Mestrando em Educação Profissional e Tecnológica em Rede Nacional – (ProfFEPT)), Instituto Federal de
Educação Ciência e Tecnologia do Amazonas – (IFAM), Coari, Amazonas, Brasil, ORCID: https://orcid.org/0000-
0003-4533-0807. E-mail: moyses.hassan@ifam.edu.br 1 1 1 Este artículo trae a discusión la relación entre la Pedagogía de Proyectos y la Educación Humana
Integral, buscando, de forma sistemática y crítica, superar la visión de enseñanza-aprendizaje
desconectada de una formación crítica, inventiva y comprometida con la transformación social. Por lo
tanto, se propuso analizar el uso de la Pedagogía de Proyectos como metodología de enseñanza con
el objetivo de una formación humana integral de los estudiantes, percibiéndolos como sujetos activos
de su proceso de aprendizaje. Durante la investigación se destacan las principales características de
la Pedagogía de Proyectos y sus aportes a la Educación Humana Integral. Para ello, se desarrolló un
estudio de caso de una clase del Curso Técnico en Administración en la Forma Integrada del IFAM
campus Coari, con el fin de señalar los descubrimientos realizados y los resultados alcanzados luego
de la reflexión y análisis del proceso. La recolección de datos se realizó mediante la aplicación de
entrevistas semiestructuradas y observación remota de los participantes. Los resultados tuvieron sus
datos tabulados y sometidos al tratamiento de la metodología Análisis Discursivo Textual, los cuales
indican que la pedagogía de proyectos contribuyó significativamente en la formación y en el desarrollo
de las dimensiones culturales, sociales, cognitivas, físicas y emocionales de los estudiantes. Palabras clave: Pedagogía del Proyecto; Formación humana integral. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
2 Introdução No atual mundo globalizado os constantes avanços da tecnologia e as
exigências do mercado de trabalho trazem a necessidade de indivíduos que possuam
habilidades e competências para atuar no mundo do trabalho e na sociedade, para
além dos conhecimentos específicos da profissão. As mudanças destes perfis,
algumas apontadas no levantamento das principais habilidades necessárias para o
mundo do trabalho como: o pensamento analítico, a criatividade e a flexibilidade estão
entre as habilidades necessárias apontadas na pesquisa sobre o futuro dos empregos
(FORUM, 2020). Essas mudanças exigem uma nova postura das instituições
escolares, principalmente nas escolas de educação profissional, pois de acordo com
o Art., 6º das Diretrizes Curriculares Nacionais para a Educação Profissional Técnica
de Nível Médio, cabe à Educação Profissional a preparação de profissionais com
formação integral, com domínio das técnicas para atuarem no novo mundo do trabalho
que está em constante mudança (BRASIL, 2012). Num mundo afetado pela pandemia da COVID-19 em que o mercado de
trabalho mudou mais rápido do que o esperado, projetando novos desafios para a
sociedade e não se trata do que a educação pode fazer por ela, mas de buscar indícios
de como essa sociedade está impactando no uso do conhecimento, no modo do
ensinar e do aprender. Em geral, mudanças disruptivas afetam a sociedade nos seus
paradigmas, quebram padrões e modificam ou fortalecem valores, inclusive sobre a
educação e a sua importância. Segundo Antunes (2008, p. 9), tais mudanças alteram
em profundidade a função tradicional da família e o seu papel complementar na Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
2 2 2 educação e, em certa medida, transferem para a escola responsabilidades e papéis
que antes não se preparam para realizar. As metodologias tradicionais de ensino, construída com base no modo de
produção taylorismo/fordismo com métodos tradicionais de ensino, que privilegiam
uma formação fragmentada, já não são suficientes para sustentar todas as mudanças
sociais, econômicas, políticas e tecnológicas da atual sociedade e do mundo do
trabalho. É consenso o quanto as tecnologias, de maneira geral, têm dinamizado o
mundo do trabalho, exigindo profissionais que se posicionem frente às situações
diversas e com proatividade na busca pela resolução de problemas, para além das
questões tecnicistas. A ação docente impactada por essas mudanças precisa apontar
caminhos que direcionem e rompam com os métodos tradicionais de ensino. Introdução Diante
disso, há um crescente empenho, também motivado pelas Tecnologias de Informação
e Comunicação, para o desenvolvimento de novas metodologias que coloquem o
aluno como agente ativo no processo educacional. De fato, como a figura central, o
ator principal, do processo de ensino e aprendizagem. Nesse sentido, este trabalho objetiva trazer à discussão as contribuições da
pedagogia de projetos como metodologia que possibilita uma formação humana
integral, utilizada como ferramenta pedagógica na melhoria do processo de ensino e
aprendizagem, onde o aluno seja agente ativo na construção do conhecimento e o
professor um mediador das atividades desenvolvidas no cotidiano escolar. Esta
pesquisa se assenta a partir do entendimento de Weffort et al. (2019) acerca do
conceito de formação humana integral e das dimensões que as compõe. Para este
fim, embasado nas ideias de Amaral (2000), Araújo e Frigotto (2015), Behrens (2014),
Berbel (2011), Moreira (2002) e Santos (2006) aplicou-se a pedagogia de projetos a
uma turma de professores e alunos do ensino técnico integrado ao médio, extraindo
desta experiência a percepção de ambos, alunos e professores, acerca da pedagogia
de projetos e o seu impacto na formação humana integral. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
3 O contexto da pedagogia de projetos e a formação humana integral na educação
profissional A história da educação no Brasil pode ser compreendida a partir de seu
contexto político, econômico, social, cultural e valorativo que a envolve em
determinado momento, ou seja, em conformidade aos aspectos sociais e históricos 3 3 que emolduram o desenvolvimento do processo de formação educacional no país. Gonçalves (2005, p. 13), ao buscar as bases históricas e filosóficas que compuseram
e compõe o campo educacional brasileiro, cita que “é necessário observar em que
moldes a educação no Brasil foi e é constituída”. Segundo o autor, é uma construção
da coletividade e suas transformações acontecem de forma lenta e gradual,
principalmente no campo das ideias, nunca de forma neutra e nem apolítica, pois
envolve interesses que ultrapassam o âmbito escolar. Para Silva (2017, p. 98), “[...] a
educação não se desenvolve de uma maneira positiva se mantida sob a lógica
economicista, porque é mais uma ideologia e reforça uma lógica dual de educação”. A dualidade da educação marca historicamente a educação no Brasil. O Decreto nº 7.566 de 23 de setembro de 1909, cria a rede federal de educação
profissional composta por várias escolas congêneres de ofícios. Essas instituições
visavam principalmente “[...] amparar os órfãos e os demais desvalidos da sorte”
(MOURA, 2007, p. 6). Os objetivos se caracterizavam pela necessidade de intervir na
situação social dos jovens, criando aquilo que era um dos primeiros deveres do
Governo da República, a saber, formar cidadãos úteis à Nação, não só habilitando-os
com o conhecimento técnico e intelectual, como também “fazê-los adquirir hábitos de
trabalho profícuo, que os afastará da ociosidade ignorante, escola do vício e do crime”
(BRASIL, 1909, p. 1). Outra importante ação foi a Reforma Capanema, em 1942, que organizou o
“ensino industrial, reformou o ensino comercial, reformulou o ensino secundário e
criou o Serviço Nacional de Aprendizagem Industrial – SENAI”. Nesse período a
dualidade educacional assumida pelo ensino médio se apresenta nas “diversas
modalidades e pela segmentação e diferenciação dos processos educativos que
tratam as diferentes classes sociais de forma desigual” (SILVA, 2017, p. 28). Já nos anos de 1990, com a edição do Decreto n.º 2.208/1997, a dualidade
educacional foi reforçada, pois determinava a separação do ensino técnico do médio. Só em 2004, o Decreto n.º 5.154 revoga o Decreto anterior e abre a possibilidade de
integração do ensino médio com a educação profissional e mantêm as formas de
ofertas subsequente e concomitante. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015 O contexto da pedagogia de projetos e a formação humana integral na educação
profissional O primeiro sinal de intenção em mudar esta dualidade veio com as Diretrizes
Curriculares Nacionais para a Educação Profissional Técnica de Nível Médio,
aprovada pela Resolução nº 6, de 20 de setembro de 2012, que estabeleceram no
Art. 6 dos princípios da Educação Profissional Técnica de Nível Médio a relação e a Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
4 4 articulação entre a formação desenvolvida no Ensino Médio e a preparação para o
exercício das profissões técnicas, visando à formação integral do estudante. Claro que
ainda se tinha a formação humana integral como proposta, mas se configurava um
avanço. De acordo com as diretrizes, a proposta de educação que promova a formação
humana integral deve pautar-se por princípios norteadores que garantam o
desenvolvimento de todas as dimensões do ser humano. Dessa forma, nos
apropriamos das ideias de Weffort et al. (2019, p.17) que, ao apresentarem a
Educação Integral enquanto concepção educacional destacam que ela se sustenta
por quatro princípios básicos: “equidade, inclusão, contemporaneidade e
sustentabilidade”. Esses princípios apresentam a educação integral como uma
proposta atual, e “fundamental para a superação das desigualdades”. A autora ainda
destaca que a formação humana: [...] é um processo integral. Acontece o tempo inteiro, ao longo de toda a vida
e em todos os espaços. É também trajetória social e trilha individual, em que
valores, linhas de pensamento e formas de organização social se fundem
com as escolhas, preferências e habilidades de cada um. A defesa da
Educação Integral pressupõe garantir o desenvolvimento humano em todas
as suas dimensões: intelectual, física, afetiva, social e cultural (WEFFORT et
al. 2019, p. 16). Dessa forma, se entende que formação integral significa completo, inteiro, total,
pleno, portanto, se trata de uma educação que idealize o ser humano por inteiro em
todas as suas dimensões e ao longo de sua vivência. A proposta de educação integral
traz o ser humano para o centro do processo educativo e o reconhece como ser social
construtor da sua história, competente e multidimensional (WEFFORT et al. 2019, p. 16). A compreensão de cada dimensão que compõe o ser humano é fundamental
no processo educativo, pois é preciso ter claro quais dimensões podem ser
desenvolvidas através das diversas metodologias. Weffort et al. (2019, p. [...] é um processo integral. Acontece o tempo inteiro, ao longo de toda a vida
e em todos os espaços. É também trajetória social e trilha individual, em que
valores, linhas de pensamento e formas de organização social se fundem
com as escolhas, preferências e habilidades de cada um. A defesa da
Educação Integral pressupõe garantir o desenvolvimento humano em todas
as suas dimensões: intelectual, física, afetiva, social e cultural (WEFFORT et
al. 2019, p. 16). Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
5 Dimensão física: relaciona-se à compreensão das questões do corpo, do
autocuidado e da atenção à saúde, da potência e da prática física e motora.
Dimensão emocional ou afetiva: refere-se às questões do autoconhecimento,
da autoconfiança e capacidade de auto realização, da capacidade de
interação na alteridade, das possibilidades de auto reinvenção e do
sentimento de pertencimento.
Dimensão social: refere-se à compreensão das questões sociais, à
participação individual no coletivo, ao exercício da cidadania e vida política, O contexto da pedagogia de projetos e a formação humana integral na educação
profissional 27) ao definir
e conceituar as dimensões da formação humana integral apresentam: Dimensão física: relaciona-se à compreensão das questões do corpo, do
autocuidado e da atenção à saúde, da potência e da prática física e motora. Dimensão emocional ou afetiva: refere-se às questões do autoconhecimento,
da autoconfiança e capacidade de auto realização, da capacidade de
interação na alteridade, das possibilidades de auto reinvenção e do
sentimento de pertencimento. Dimensão social: refere-se à compreensão das questões sociais, à
participação individual no coletivo, ao exercício da cidadania e vida política, Dimensão física: relaciona-se à compreensão das questões do corpo, do
autocuidado e da atenção à saúde, da potência e da prática física e motora. p
Dimensão social: refere-se à compreensão das questões sociais, à
participação individual no coletivo, ao exercício da cidadania e vida política, quisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
5 Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
5 5 5 5 ao reconhecimento e exercício de direitos e deveres e responsabilidade para
com o coletivo. Dimensão intelectual: refere-se à apropriação das linguagens, códigos e
tecnologias, ao exercício da lógica e da análise crítica, à capacidade de
acesso e produção de informação, à leitura crítica do mundo. Dimensão cultural: diz respeito à apreciação e fruição das diversas culturas,
às questões identitárias, à produção cultural em suas diferentes linguagens,
ao respeito das diferentes perspectivas, práticas e costumes sociais. Na perspectiva da formação humana integral, existe a necessidade de os
docentes buscarem novos modelos de ensino e novas metodologias que foquem no
protagonismo dos estudantes e favoreçam a motivação e a promoção da autonomia. De acordo com Berbel (2011, p 28), os professores precisam adotar novas estratégias
em suas práticas pedagógicas, o que exige mudanças de atitudes e criem as
“condições básicas para o surgimento do estilo motivacional que promova a
autonomia”, e conduzam a formação de futuros profissionais nas mais diversas áreas,
o que pode ser estimulada por meio dos métodos ativos de aprendizagem. Dentre os métodos ativos de aprendizagem, destacamos a pedagogia de
projetos, por permitir a ruptura com o modelo fragmentado de conhecimento onde o
aluno busca informações, lê, conversa, anota dados, calcula, elabora gráficos e, por
fim, transforma tudo em ponto de partida para o exercício ou aplicação na vida. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
6 O contexto da pedagogia de projetos e a formação humana integral na educação
profissional Dentre
as contribuições aos discentes pela vivência do método de projetos, podemos
destacar: proporcionar um currículo vivo, seguir objetivos organizados, possibilitar a
aprendizagem real e significativa, que seja ativa, interessante e atrativa; que se
concentre na aprendizagem do aluno; que desenvolva o pensamento e ponto de vista
diferente e desperte o desejo pela conquista, iniciativa, investigação, criação e
responsabilidade, levam os alunos a se inserirem conscientemente na vida social e/ou
profissional (BERBEL, 2011, p. 32). O que este trabalho aponta é a perspectiva de
contribuir formação humana integral por meio da pedagogia de projetos. A pedagogia de projetos surgiu no início do século com John Dewey e outros
representantes da chamada Pedagogia Renovada Progressivista, em oposição aos
princípios da escola tradicional. “Foi na América do Norte que Dewey e seu discípulo
William Kilpatrick criaram a ideia de projetos como uma atitude didática”. Esse
movimento que teve início na Europa chegou ao Brasil conhecido como Escola Nova
e foi divulgado por Anísio Teixeira e Lourenço Filho (AMARAL, 2000, p. 37). A pedagogia de projetos como método ativo de aprendizagem surge num
contexto em que a formação dos estudantes tinha como base o modelo fordista que
preparava para o mercado de trabalho. Diferencia-se das demais pelo diálogo entre 6 6 6 teoria e prática e o compromisso que assume com a formação humana integral e a
transformação social (BEHRENS, 2014, p. 98). A pedagogia de projetos, em certa medida, inverte a base lógica do currículo –
os conhecimentos formais – de tal modo que os conteúdos passam a ser estudados
de forma ativa, onde o aluno parte de questões norteadoras, ou problemas do seu dia
a dia, para resolvê-las no processo de aprendizagem através de projetos, sendo o
aluno o motor e a figura central desse processo. Como explica Carlos Otávio Moreira,
em estudo sobre o pensamento de John Dewey (MOREIRA, 2002), “o fundamento
desses percursos se encontra na visão pragmática de que o conhecimento é o produto
da relação entre uma questão que surge e a atividade que a soluciona ou explica”
(MOREIRA, 2002, p. 95). Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
7 O contexto da pedagogia de projetos e a formação humana integral na educação
profissional Trabalhar com a pedagogia de projetos, embora exija várias habilidades e
competências do professor, faz com que a continuidade da prática e a reflexão sobre
a mesma viabilizem muitos benefícios a ele e aos alunos, por que cria condições para
que o aluno apresente os saberes prévios que possui sobre o assunto investigado e
adquira novos saberes ao longo do projeto. Na pedagogia de projetos, o aluno se
torna o principal agente da aprendizagem, primando por uma aprendizagem por
descoberta ativa, orientado pela ação mediadora do professor. Nesse processo, a força criativa se desenvolve, principalmente por meio de
“estratégias de problematização da realidade e dos conteúdos escolares”, gerando a
busca por estratégias, teorias e práticas que sejam capazes de dar apoio aos
discentes na resolução de problemas cotidianos e históricos (ARAÚJO; FRIGOTTO,
2015, p. 74). O projeto também permite ao discente a oportunidade de se mobilizar na
busca e na construção de conhecimentos novos, exercitando a desenvoltura, a
sociabilidade, a criatividade dentre outras competências, utilizando o método
científico, que permite a formação do espírito científico, desenvolve a autoestima e a
capacidade de gerir e solucionar problemas (SANTOS ,2006, p. 60). O raciocínio supracitado se alinha ao que Araújo e Frigotto (2015, p. 73), que
tecem considerações a respeito da existência de diferentes possibilidades de
procedimentos de ensino que podem favorecer o projeto de ensino integrado quando
são organizados para promover a autonomia, por meio da valorização da atividade e
da problematização, e para cultivar o sentimento de solidariedade, mediante o
trabalho coletivo e cooperativo. Os autores destacam que a “pedagogia deweyana, de
cunho liberal, também se caracteriza como uma pedagogia ativa”. Ela surge - de 7 7 acordo com os autores - da renúncia dos educadores à pedagogia tradicional, que
trabalhava a passividade dos alunos e, em certa medida, também dos docentes. Abordam que o que distingue essa pedagogia das demais é o compromisso com a
transformação social, através da formação integral dos estudantes. Neste contexto da pedagogia de projetos, o aluno desenvolve não apenas os
conteúdos previstos no currículo, mas todas as habilidades e competências
necessárias à sua execução, entre estas trabalhar em equipe, senso crítico, liderança,
empatia, organização, resiliência, visão de mundo, entre outras que contribuem para
a sua formação humana integral. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
8 Metodologia O sentido proposto neste trabalho foi o de não ficar apenas na elaboração
teórica, ainda que a teoria seja o prumo usado, mas analisar de modo aplicado à teoria
em busca de compreensões acerca do campo prático, uma vez que ao aplicar-se a
teoria à realidade é possível que novas perspectivas sejam elaboradas e novos
conhecimentos possam ser colocados em prática, permitindo novas soluções aos
problemas enfrentados. O campo de investigação dessa pesquisa foi o Instituto Federal de Educação,
Ciência e Tecnologia do Amazonas – IFAM, Campus Coari, mais especificamente
uma turma do curso de Administração. Coari é um município que fica localizado a
365Km de Manaus, não possuindo ligação via rodovia com a capital, e cujo meio de
deslocamento principal é via fluvial, de 1 a 2 dias, ou aéreo, 1h 25m. Atualmente, o
Campus conta com um quadro funcional com corpo docente composto por 43
professores (sendo 38 efetivos e 05 substitutos), 35 técnicos-administrativos e 643
educandos matriculados, distribuídos nos vários cursos técnicos. Os procedimentos metodológicos utilizados nesta pesquisa centram-se numa
abordagem de natureza aplicada, qualitativa. Os instrumentos adotados para a coleta
de dados foram os seguintes: questionários, entrevista e observação participante. Foram utilizados dois questionários para os alunos e um para os professores. Os
questionários utilizados foram estruturados com perguntas fechadas e abertas
possibilitando maior liberdade de respostas. Os questionários dos alunos e o
questionário dos professores foram aplicados através da plataforma Google Forms. Os questionários ajudaram na compreensão do perfil dos participantes, em relação
aos trabalhos em grupos, familiaridade com projetos interdisciplinares, na 8 identificação de suas experiências com métodos ativos de aprendizagem e
conhecimento sobre a formação humana integral. A entrevista foi outro instrumento para a coleta de dados que nos permitiu, de
acordo com Gil (2008, p. 110), uma “interação social” com o intuito de obter
informações dos alunos em relação ao tema da pesquisa. Nossa entrevista se deu de
forma diferenciada, pois devido a pandemia COVID-19 e o distanciamento social não
foi possível realizar a entrevista aos moldes convencionais. Realizamos
primeiramente uma reunião via Aplicativo Google Meet com os alunos e orientamos
sobre os procedimentos de como seria a entrevista. Enviamos um roteiro com as
perguntas via grupo da rede social WhatsApp e os alunos gravaram um vídeo com
base nas perguntas e encaminharam no grupo. É descrita como um processo que se inicia com uma unitarização em que os
textos são separados em unidades de significado. Estas unidades por si
mesmas podem gerar outros conjuntos de unidades oriundas da interlocução
empírica, da interlocução teórica e das interpretações feitas pelo pesquisador.
Neste movimento de interpretação do significado atribuído pelo autor
exercita-se a apropriação das palavras de outras vozes para compreender
melhor o texto. Depois da realização desta unitarização, que precisa ser feita
com intensidade e profundidade, passa-se a fazer a articulação de
significados semelhantes em um processo denominado de categorização.
Neste processo reúnem-se as unidades de significado semelhantes, podendo
gerar vários níveis de categorias de análise. A análise textual discursiva tem
no exercício da escrita seu fundamento enquanto ferramenta mediadora na
produção de significados e por isso, em processos recursivos, a análise se
desloca do empírico para a abstração teórica, que só pode ser alcançada se Metodologia Cada vídeo foi transcrito e depois
tabulado para ser analisado utilizando a técnica Análise Textual Discursiva (MORAES;
GALIAZZI, 2006). Os sujeitos da pesquisa foram os alunos do 2º ano do curso Técnico de Nível
Médio em Administração na forma integrada, e foi desenvolvido com os seguintes
participantes: 35 alunos e 5 professores, sendo 1 professor da base comum e 4
professores da base técnica. A opção pela turma e série se justificou pelo fato de os
alunos do 2º ano já estarem adaptados à instituição e possuírem mais disciplinas
profissionais. No contexto específico de análise de dados, foi utilizado como instrumento de
mediação prática a Análise Textual Discursiva (ATD), pelo fato de ser uma
metodologia de análise de textos e de discursos no âmbito da pesquisa qualitativa
muito utilizada em pesquisas nas ciências humanas, permitiu a análise do material
produzido no contexto das entrevistas. A Análise Textual Discursiva (ATD), segundo
Moraes e Galiazzi (2006, p. 118): É descrita como um processo que se inicia com uma unitarização em que os
textos são separados em unidades de significado. Estas unidades por si
mesmas podem gerar outros conjuntos de unidades oriundas da interlocução
empírica, da interlocução teórica e das interpretações feitas pelo pesquisador. Neste movimento de interpretação do significado atribuído pelo autor
exercita-se a apropriação das palavras de outras vozes para compreender
melhor o texto. Depois da realização desta unitarização, que precisa ser feita
com intensidade e profundidade, passa-se a fazer a articulação de
significados semelhantes em um processo denominado de categorização. Neste processo reúnem-se as unidades de significado semelhantes, podendo
gerar vários níveis de categorias de análise. A análise textual discursiva tem
no exercício da escrita seu fundamento enquanto ferramenta mediadora na
produção de significados e por isso, em processos recursivos, a análise se
desloca do empírico para a abstração teórica, que só pode ser alcançada se squisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015 Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
9 9 o pesquisador fizer um movimento intenso de interpretação e produção de
argumentos. Este processo todo gera meta-textos analíticos que irão compor
os textos interpretativos. o pesquisador fizer um movimento intenso de interpretação e produção de
argumentos. Este processo todo gera meta-textos analíticos que irão compor
os textos interpretativos. Metodologia Buscou-se, portanto, abordar a análise dos dados no sentido de produzir novas
perspectivas relacionada ao fenômeno examinado. Foi realizada, num primeiro
momento, a consideração analítica dos textos e, em seguida, a categorização das
unidades de análise no sentido de se chegar aos metatextos, o que, “A partir disso,
possibilita-se a formação de novas estruturas de compreensão dos fenômenos sob
investigação, expressas então em forma de produções escritas” (MORAES, 2003, p
101-2). Em função de a pesquisa tratar com seres humanos, o projeto de pesquisa foi
submetido ao Comitê de Ética em Pesquisa com Seres Humanos (CEPSH) do IFAM,
por meio da Plataforma Brasil, N. 4.640.483 recebeu parecer favorável para sua
realização. Os participantes foram informados sobre a adesão voluntária à pesquisa
mediante leitura e assinatura de Termo de Consentimento Livre Esclarecido pelos
maiores de 18 anos ou por seus responsáveis legais. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/educitec.v8.2015
10 ec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X DOI: https://doi.org/10.31417/ educitec.v8.2015 DOI: https://doi.org/10.31417/ educitec.v8.2015 Resultados e Discussão A pesquisa se iniciou com uma formação dos docentes participantes acerca da
pedagogia de projetos, com uma oficina proferida por professor do Mestrado nacional
em Educação Profissional Tecnológica (PROFEPT) – Polo IFAM, especialista no
tema, visando nivelar o conhecimento de todos e torná-los aptos a desenvolverem a
pedagogia de projetos com os alunos. A seguir, os projetos foram desenvolvidos
conforme a Figura 1: 10 10 Figura 1 – Etapas de Desenvolvimento do Projeto
Fonte: Adaptado de Santos (2006) Figura 1 – Etapas de Desenvolvimento do Projeto Fonte: Adaptado de Santos (2006) A escolha do tema do projeto foi discutida com os professores e coube-lhes
provocar nos alunos a motivação necessária e envolvimento em todas as fases do
projeto. De acordo com Amaral (2000, p. 39), nem sempre é possível trabalhar um
tema escolhido exclusivamente pelos alunos. O tema do projeto foi “O papel das
mídias digitais para o desenvolvimento da economia em tempos de pandemia”,
supervisionado pelo Departamento de Ensino e Coordenação do curso, foi
desenvolvido entre os dias 05 de abril a 19 de junho de 2021. O projeto foi desenvolvido de acordo com as seguintes etapas assim descritas:
apresentação e discussão do tema, formação de Grupos de Trabalhos – GT’s,
pesquisa bibliografia e de campo, discussão em grupo de trabalho e escrita da síntese,
elaboração do projeto de vídeo, elaboração da comunicação científica – resumo,
edição do vídeo de apresentação e avaliação do projeto. Todas as etapas do projeto foram apresentadas e discutidas de forma virtual
pelo aplicativo Google Meet. Esses encontros virtuais foram os momentos em que os
alunos foram instigados a apresentar suas opiniões e sugestões sobre a temática. A
problematização foi fundamental para motivar os alunos e envolvê-los na proposição
de estratégias e ações para a resolução do problema. A problemática proposta no projeto foi o quadro crítico que inúmeros
microempreendedores e pequenos empresários passaram a vivenciar diante do
cenário pandêmico do Covid-19. DOI: https://doi.org/10.31417/ educitec.v8.2015 11 11 Devido às necessárias restrições impostas pela pandemia, as mídias sociais
passaram a assumir papel predominante na manutenção e continuidade das
atividades comerciais em modalidade remota. Dessa forma, buscou-se compreender
de que forma as mídias digitais contribuíram para a manutenção e continuação das
atividades econômicas no município, tendo como resultado de cada projeto uma
proposta de uso destas mídias para mitigar o problema. isas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X ec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X DOI: https://doi.org/10.31417/ educitec.v8.2015 Resultados e Discussão Durante a execução dos projetos, os alunos realizaram uma pesquisa de campo,
onde escolheram uma empresa local e realizaram uma entrevista com o proprietário
procurando identificar as principais estratégias adotadas para superação da crise
econômica ocasionada pela pandemia, e como as mídias digitais impulsionaram as
vendas num período em que as atividades não essenciais como o comércio não eram
permitidas. Após a pesquisa de campo, os alunos se reuniram para discussão em
grupo, e de forma coletiva, realizaram uma análise crítica e reflexiva, onde foram
desafiados a exporem seus textos individuais com o objetivo de produzir
conhecimento coletivamente (BEHRENS, 2015, p. 110). Como acompanhamento do projeto, foram utilizadas estratégias de reuniões
virtuais, discussão com os docentes orientadores em redes sociais, e apresentações
periódicos em formato de pitch (apresentação resumida de 3 minutos). O projeto foi
finalizado com uma apresentação no formato de evento científico, e estruturado
virtualmente, sendo utilizadas as plataformas virtuais adequadas e recomendadas
pela instituição. O evento teve início com a apresentação dos resultados no formato
audiovisual por parte dos educandos, com uma carga horária de 8 horas, seguida da
avaliação pelos docentes. Para além das questões cognitivas necessárias ao desenvolvimento dos
projetos, os alunos foram desafiados a desenvolverem outras habilidades, tais como
atuar em times, administrar conflitos, expor ideias e discutir de maneira adequada o
contrário, se inserir no contexto socioeconômico do município, trazendo para si uma
educação significativa, exercer liderança, senso crítico, entres outras habilidades
socioemocionais que contribuem para uma formação humana integral. Os resultados foram coletados por um questionário inicial, aplicado a 35 alunos
e composto de onze questões objetivas, sendo seis referentes a informações básicas
como curso e idade, e outras cinco a respeito de conceitos como contextualização e
metodologia de projetos, etc. Contudo, a avaliação mais interessante foi a entrevista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X DOI: https://doi.org/10.31417/ educitec.v8.2015 12 ao término dos projetos, cujos dados foram sistematizados a partir da Análise Textual
Discursiva (ATD), descrita em Moraes e Galiazzi (2006). Com isto, as respostas foram categorizadas, seguindo a ATD, cujo resultado se
apresenta no Quadro 1. Quadro 1 – Processo de categorização das unidades de significados
CATEGORIAS INICIAIS
CATEGORIAS INTERMEDIÁRIAS
CATEGORIAS
FINAIS
Desenvolvimento de competências e
habilidades para o desenvolvimento profissional. Formação de valores e atitudes. Dimensão
emocional ou
afetiva
Percepção da liderança como uma habilidade
relacionada a ações e atitudes. ec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X DOI: https://doi.org/10.31417/ educitec.v8.2015 Resultados e Discussão Auto cuidado com a saúde
mental. Habilidades socioemocionais necessárias para
o mundo do trabalho na atualidade. Saúde do corpo necessária para o
desenvolvimento intelectual. Compreensão das questões do
cuidado com o corpo. Dimensão
Física
Capacidade de compreender a realidade social
diante dos problemas ocasionados pela
pandemia. Conhecimento acadêmico
necessário para a formação
profissional. Dimensão
Intelectual
Habilidade para realizar pesquisa e produzir
conhecimento. Construção de conhecimentos interdisciplinares
e significativos. Uso da metodologia da projetos para a
resolução de problemas da vida real de forma
cooperativa. Métodos ativos de
aprendizagem. Dimensão
social
Criação de vínculos de amizade e de
sentimento de união entre os participantes do
projeto. Compreensão das questões
sociais, e reconhecimento da
responsabilidade para com o
coletivo. Desenvolvimento dos sentimentos de empatia e
tolerância para com o outro. Respeito a diversidade cultural. Dimensão
Cultural
Desenvolvimento da consciência crítica que
implique mudanças de pensamento ou
comportamento. Fonte: Elaborado pelos autores (2022) As categorias que emergiram das falas dos participantes foram analisadas em
forma de metatextos e fundamentaram a compreensão acerca das contribuições da
metodologia de projetos interdisciplinares na formação humana integral na Educação
Profissional e Tecnológica. Em todas as dimensões, ficou caracterizada uma evolução
dos alunos, em maior ou menor grau, relativo às habilidades socioemocionais. DOI: https://doi.org/10.31417/ educitec.v8.2015 13 Como exemplos, um aluno quando questionado acerca do desenvolvimento
das atividades, verbalizou que há a percepção de que “as atividades trazem valores
pra gente como, por exemplo: experiência, conhecimento e compreensão; atividades
que requer esforços, mas que geram um conhecimento dinâmico!”. Outros
participantes deram ênfase no trabalho em times, um deles textualmente coloca que
“eu consegui trabalhar bem em um grupo, foi produtivo, interessante e motivador”. Outro aspecto da formação humana integral, a percepção e visão de mundo, se
evidenciou em algumas falas, como na fala de um aluno, ao afirmar que “o projeto foi
muito importante para a construção de conhecimentos, ele também enriqueceu a
nossa visão, a visão dos alunos de mundo”. Um bom exemplo de que precisaram
desenvolver a administração de conflitos e a resiliência, se percebe na seguinte
colocação de um aluno: “houve alguns contratempos, mas nada que o grupo não
conseguisse resolver, conseguimos encaixar cada ideia na nossa atividade, que com
esforço e dedicação concluímos”. Resultados e Discussão Em relação ao desenvolvimento das dimensões cognitiva, social e cultural os
resultados da pesquisa demostraram que os alunos foram capazes de analisar a
realidade a partir de conhecimentos interdisciplinares significativos, realizaram
pesquisa, analisaram as informações coletadas e de forma coletiva respeitando as
diversas opiniões tomaram decisões e buscaram soluções para as atividades e
problemas propostos no projeto. Os professores participantes do projeto também foram entrevistados, e com
tratamento similar de coleta e análise de dados que, no entanto, foram utilizados para
a elaboração de um produto educacional, ainda não publicado, que auxilia professores
a utilizarem a pedagogia de projetos como prática no processo de ensino e
aprendizagem, visando uma formação humana integral. Considerações finais A história da educação profissional no Brasil é fortemente marcada pela
dualidade distinta de educação oferecida às camadas mais pobres e outra oferecida
às classes mais ricas da sociedade. A educação brasileira na atualidade deve buscar
“romper com a dicotomia entre educação básica e técnica, resgatando o princípio da
formação humana em sua totalidade” (RAMOS, 2014, p. 24). Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi org/10 31417/ educitec v8 2015 dos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X DOI: https://doi.org/10.31417/ educitec.v8.2015 14 14 Compreendemos que a pedagogia de projetos como método ativo de
aprendizagem se contrapõe aos métodos tradicionais de ensino que privilegiam uma
formação fragmentada, pois assume um compromisso com a formação completa do
ser humano e com a transformação social. Com essa visão nos debruçamos para
analisar as contribuições da pedagogia de projetos na formação humana integral na
Educação Profissional e Tecnológica de Nível Médio, a partir do contexto do IFAM,
Campus Coari. A ideia foi de contribuir para a prática docente e para o processo de
ensino-aprendizagem. A pesquisa nos mostrou após a análise dos dados que o projeto contribuiu para
a formação de valores e atitude, bem como na compreensão do autocuidado com a
saúde mental necessária para o mundo do trabalho e para uma vivência saudável. Mostrou ainda que o uso da pedagogia de projetos auxilia para a resolução de
problemas da vida real de forma cooperativa permitindo a criação de vínculos de
amizade e de sentimento de união entre os participantes do projeto. A pesquisa alcançou seu objetivo de realizar uma análise acerca das
contribuições da pedagogia de projetos como prática de ensino que conduz ou que,
pelo menos, contribui, na formação humana integral, a partir do contexto do IFAM,
Campus Coari. Todo o processo teve dificuldades inerentes ao contexto da pandemia
COVID 19, ao convencimento de professores para atuarem num projeto para além de
suas atribuições do dia a dia, e das próprias dificuldades de um Campus situado em
uma pequena cidade no interior do Amazonas. DOI: https://doi.org/10.31417/ educitec.v8.2015 ec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X Referências AMARAL, A. L. Um olhar sobre os projetos de trabalho. In: Salto para o Futuro: um
olhar sobre a escola. Brasília: MEC/SEED, 2000. p. 37- 44. AMARAL, A. L. Um olhar sobre os projetos de trabalho. In: Salto para o Futuro: um
olhar sobre a escola. Brasília: MEC/SEED, 2000. p. 37- 44. ANPED. Nota de Repúdio às Novas Diretrizes Curriculares Nacionais para
Educação Profissional e Tecnológica. 2021. Disponível em: https://www.anped. org.br/sites/default/file s/images/manifesto_ do_gt09_contra_dcnept_jan
_2021_fev.2021.docx: Acesso em: 10 jul. 2021. Considerações finais Entretanto, os resultados obtidos demonstraram que a pedagogia de projetos
tem um poder expressivo de motivar alunos e professores, pois eles se percebem
responsáveis por sua própria formação, entendem que há um significado e um objetivo
tangível naquilo que estão aprendendo, e esta motivação dos próprios alunos foi o
maior responsável pelo sucesso da pesquisa. A experiência de atuar em modo remoto
também permitiu compreender limites e possibilidades da pedagogia de projetos. De
maneira geral, propor um processo de ensino e aprendizagem por meio de um projeto
oportuniza aos educandos desenvolverem as dimensões da formação humana
integral: intelectual, física, emocional, social e cultural, como ficou evidenciado neste
estudo de caso. A intenção aqui não foi o de esgotar o tema da pedagogia de projetos como
método de ensino e aprendizagem, o que propomos é contribuir com o debate e 15 apresentar os indícios de um caminho que direcione e motive novos pesquisadores a
se aprofundarem sobre novas formas de ensinar e de aprender, especialmente sobre
a pedagogia de projetos e suas contribuições para formar o ser humano por completo. apresentar os indícios de um caminho que direcione e motive novos pesquisadores a
se aprofundarem sobre novas formas de ensinar e de aprender, especialmente sobre
a pedagogia de projetos e suas contribuições para formar o ser humano por completo. ANTUNES, C. Novas maneiras de ensinar, novas formas de aprender. Porto
Alegre: Artmed, 2008. ARAUJO, R. M. de L.; FRIGOTTO, G. Práticas pedagógicas e ensino
integrado. Revista Educação em Questão, [S. l.], v. 52, n. 38, p. 61–80, 2015. Disponível em: https://periodicos.ufrn.br/educacaoemquestao/article/view/7956. Acesso em: 29 jun. 2022. BEHRENS, M. A. Metodologia de projetos: aprender e ensinar para a produção do
conhecimento em uma visão complexa. In: TORRES, P. L. (org.) Complexidade:
Redes e Conexões na Produção do Conhecimento. Curitiba, SENAR, 2015. BEHRENS, M. A. Metodologia de projetos: aprender e ensinar para a produção do
conhecimento em uma visão complexa. In: TORRES, P. L. (org.) Complexidade:
Redes e Conexões na Produção do Conhecimento. Curitiba, SENAR, 2015. BERBEL, N. A. As Metodologias Ativas e a Promoção da Autonomia de
Estudantes. N.Semina: Ciências Sociais e Humanas, Londrina, v. 32, n. 1, p. 25-40,
jan./jun. 2011. Disponível em: http://www.uel.br/revistas/uel/index.php/se
minasoc/article/view/10326/10999. Acesso em: 19 ago. 2021. BRASIL. Decreto nº 7.566, de 23 de setembro de 1909. Crêa nas capitaes dos
Estados da Republica Escolas de Aprendizes Artifices, para o ensino profissional
primário e gratuito. Diário Oficial da União. Brasília, DF, 26 de setembro de 1909. BRASIL. Resolução CNE/CEB 6/2012. Diário Oficial República Federativa do
Brasil, Poder Executivo, Brasília-DF, 21 set. 2012. FÓRUM ECONÔMICO MUNDIAL. Future of jobs survey. Disponível em:
https://www.weforum.org/reports/the-future-of-jobs-report-2020. Acesso em:
29 jun. 2022. GIL, A. C. Métodos e técnicas de pesquisa social. 6. ed. São Paulo: Atlas, 2008. GIL, A. C. Métodos e técnicas de pesquisa social. 6. ed. São Paulo: Atlas, 2 GONÇALVES, N. G. F. Fundamentos Históricos e Filosóficos da Educação
Brasileira. Curitiba: IBPEX, 2005. ec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X DOI: https://doi.org/10.31417/ educitec.v8.2015 DOI: https://doi.org/10.31417/ educitec.v8.2015 16 MORAES, R.; GALIAZZI, M. C. Análise textual discursiva: processo reconstrutivo de
múltiplas faces. Ciência educ., Bauru, v. 12, n. 01, p. 117-128, abr. 2006. Disponível
em: http://educa.fcc.org.br/scielo.php?script=sci_arttext&pid=S1516-
73132006000100009&lng=pt&nrm=iso. Acesso em: 29 jun. 2022. MOREIRA, C. O. Entre o indivíduo e a sociedade: um estudo da filosofia da
educação de John Dewey. Bragança Paulista: EDUSF, 2002. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi org/10 31417/ educitec v8 2015 Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/ educitec.v8.2015 MOREIRA, C. O. Entre o indivíduo e a sociedade: um estudo da filosofia da
educação de John Dewey. Bragança Paulista: EDUSF, 2002. RAMOS, M. Trabalho e Educação no Brasil: um estudo a partir da formação de
trabalhadores técnicos da Saúde. Rio de Janeiro: Ed. UFRJ e EPSJV/Fiocruz, 2010. RAMOS, M. "Metodologias ativas": entre movimentos, possibilidades e propostas. In:
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SOUZA, R. M. P; COSTA, P. P. (Org.). Redescola e a nova formação em saúde
pública. Rio de Janeiro: ENSP/REDESCOLA, 2017. SANTOS, G. R. C. M. dos. A metodologia de ensino por projetos. Curitiba: Ed. Ibpex,
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2006. SILVA, G. A. da. A formação humana integral e o ensino médio (integrado) no
contexto das reformas educacionais (2016-2017): uma parada do velho novo? 2017. 102 f. Dissertação (Mestrado em Sociologia) - Universidade Federal de Goiás,
Goiânia, 2017. Disponível em: http://repositorio.bc.ufg.br/ tede/handle/tede/8055. Acesso em: 10 jun. 2022. SILVA, G. A. da. A formação humana integral e o ensino médio (integrado) no
contexto das reformas educacionais (2016-2017): uma parada do velho novo? 2017. 102 f. Dissertação (Mestrado em Sociologia) - Universidade Federal de Goiás,
Goiânia, 2017. Disponível em: http://repositorio.bc.ufg.br/ tede/handle/tede/8055. Acesso em: 10 jun. 2022. WEFFORT, H. F; ANDRADE, J. P; COSTA, N. G. Currículo e educação integral na
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Escola Aprendiz, 2019. Recebido: 17/05/2022
Aprovado: 27/09/2022
Publicado: 17/10/2022
Como citar (ABNT): SILVA SOBRINHO, M. H.; QUEIROZ NETO, J. P. A pedagogia de projetos e
a formação humana integral: estudo de caso no município de Coari/AM. Educitec - Revista de
Estudos e Pesquisas sobre Ensino Tecnológico, v. 8, e201522, 2022. Contribuição de autoria:
Moyses Hassan da Silva Sobrinho: Conceituação, curadoria de dados, análise formal, investigação,
metodologia, administração de projeto, supervisão, validação, escrita (rascunho original). José Pinheiro de Queiroz Neto: Conceituação, metodologia, supervisão, validação, escrita (revisão
e edição). Editor responsável: Iandra Maria Weirich da Silva Coelho. Direito autoral: Este artigo está licenciado sob os termos da Licença Creative Commons-Atribuição
4.0 Internacional
Este artigo está licenciado sob os termos da Licença Creative Commons-Atribuição 4.0
Internacional. Educitec - Revista de Estudos e Pesquisas sobre Ensino Tecnológico, Manaus (AM), v. 8, e201522, 2022. ISSN: 2446-774X
DOI: https://doi.org/10.31417/ educitec.v8.2015 17 17 17 18
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Review of: "How E-School Counseling Has Supported Learners Facing Pandemic Challenges: Results and Perspectives for Counseling Professionals"
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Qeios, CC-BY 4.0 · Review, January 20, 2024 Qeios ID: CEEZ2C · https://doi.org/10.32388/CEEZ2C Jan Hauke1 1 Adam Mickiewicz University of Poznan Potential competing interests: No potential competing interests to declare. Review of: "How E-School Counseling Has Supported
Learners Facing Pandemic Challenges: Results and
Perspectives for Counseling Professionals" Jan Hauke1 Potential competing interests: No potential competing interests to declare. The article is devoted to analyzing the effectiveness (according to the title) of e-school counseling in helping students
facing difficulties during the pandemic. The analysis and results are based on extensive surveys and interviews in the
Casablanca-Settat region (Morocco). In my opinion, the paper contains interesting, valuable results and comments
presented in an appropriate way. Qeios ID: CEEZ2C · https://doi.org/10.32388/CEEZ2C 1/1
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VET workers’ problem-solving skills in technology-rich environments: European approach
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International journal for research in vocational education and training
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International Journal for Research in Vocational Education and Training (IJRVET)
Vol.1, No. 1: 57-80, DOI: 10.13152/IJRVET.1.1.4 International Journal for Research in Vocational Education and Training (IJRVET)
Vol.1, No. 1: 57-80, DOI: 10.13152/IJRVET.1.1.4 VET workers’ problem-solving skills in technology-rich
environments: European approach Raija Hämäläinen*
University of Jyväskylä,
Finnish Institute for Educational Research,
P.O.Box 35, 40014 Jyväskylä, Finland
E-mail: raija.h.hamalainen@jyu.fi Sebastiano Cincinnato
Ghent University
Department of Educational Studies
Henri Dunantlaan 2, B-9000 Ghent, Belgium
E-mail: Sebastiano.Cincinnato@UGent.be Antero Malin
University of Jyväskylä,
Finnish Institute for Educational Research,
P.O.Box 35, 40014 Jyväskylä, Finland
E-mail: antero.malin@jyu.fi Bram De Wever
Ghent University
Department of Educational Studies
Henri Dunantlaan 2, B-9000 Ghent, Belgium
E-mail: Bram.DeWever@UGent.be * Corresponding author Received: 11 June 2014; Accepted: 12 August 2014; Published online: 31 August 2014 Abstract: The European workplace is challenging VET adults’ problem-solving
skills in technology-rich environments (TREs). So far, no international large-scale
assessment data has been available for VET. The PIAAC data comprise the most
comprehensive source of information on adults’ skills to date. The present study
(N=50 369) focuses on gaining insight into the problem-solving skills in TREs of
adults with a VET background. When examining the similarities and differences in
VET adults’ problem-solving skills in TREs across 11 European countries, two
main trends can be observed. First, our results show that only a minority of VET
adults perform at a high level. Second, there seems to be substantial variation
between countries with respect to the proportion of VET adults that can be
identified as “at-risk” or “weak” performers. For the future, our findings indicate
the variations that can be used as a starting point to identify beneficial VET
approaches. IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 58 Keywords: Adults with vocational education and training, Large-scale assessment,
PIAAC, Technology-rich environments, Problem-solving, Workplace skills. Keywords: Adults with vocational education and training, Large-scale assessment,
PIAAC, Technology-rich environments, Problem-solving, Workplace skills. Bibliographical notes: Adjunct Professor (Ph.D) Raija Hämäläinen works at the Finnish Institute for
Educational Research, University of Jyväskylä. She has designed long-term
research project that focuses on investigating new learning spaces for the future
vocational education. Her research interests focus on technology-enhanced learning
(TEL) at workplace contexts. Sebastiano Cincinnato works as a researcher at the Department of Educational
studies at Ghent University, Belgium. He was one of the researchers for the OECD
Programme for the International Assessment of Adult Competencies (PIAAC) in
Belgium. His research interests focus on the learning divide in adult education. Ph.D Antero Malin is the professor in the field of quantitative methodology in
educational research and the head of the Quantitative Methods and Data
Management Unit in the Finnish Institute for Educational Research, University of
Jyväskylä. Recently, Malin has been the National Project Manager of the OECD
Programme for the International Assessment of Adult Competencies (PIAAC). Bram De Wever (Ph.D) works at the Department of Educational Studies. He got a
tenure track position on Technology Enhanced Learning and Instruction in 2010. His research interests are related to computer-supported collaborative learning in
(higher) education. He is also teaching a course on adult education at Ghent
University. Acknowledgments: This research was supported by the Academy of Finland
(Project n:o 258659). 1
Introduction The European workplace is going through a radical process of structural change,
from mass-production technology to more flexible production methods. For adults
with vocational education and training (VET), this structural change often means
changes in their job descriptions (as routine tasks are taken over by technologies,
Goos, 2013). As a direct result, many of today’s workplaces require creative
problem-solving instead of in-routine activities in a variety of technology-rich
settings. Therefore, the ability to work and solve problems in technology-rich
environments (TREs) plays an increasingly important role (Frey and Osborne,
2013; Goos, 2013). Related to this change, adults’ problem-solving skills (or the
lack thereof) may have short-term influence on how well workers are able to
manage their work tasks and long-term influence on European welfare and
competitiveness. As a direct result of this advancement, problem-solving in
Europe’s TRE is one of the most important skills for future working life (Goos,
2013). In line with these emerging requirements, it is generally agreed that there is
a need to develop adults’ skills and abilities to better meet the changing needs of
the European workplace in terms of problem-solving in TRE, for example through
formal education (Billett, 2008; Teichler, 2007; Fuller and Unwin, 2004) and
lifelong (Loveder, 2011) and workplace learning (Billett, 2008; Tynjälä, 2013). g (
)
p
g (
y j
)
Currently, there is an emerging need for a greater understanding of the
relationship between VET adults’ problem-solving skills in a TRE and their
educational needs in these same realms at the European level. According to Lawn
(2013), at best, it may be possible to benefit from the knowledge gathered from
large-scale assessments in providing indicators of the skills of the adult population. The aim is that, when adults’ skills are analysed together with educational systems,
educational approaches are better able to meet emerging societal needs. Recently,
results of the Programme for the International Assessment of Adult Competencies
(PIAAC) – the most comprehensive study of adult skills ever undertaken, led by
the Organisation for Economic Co-operation and Development (OECD) – showed
that problem-solving skills in TREs vary among the European countries (OECD,
2013a). In general, Nordic countries, such as Finland, had overall high proficiency
levels in problem solving in TREs. IJRVET 2014 VET workers’ problem-solving skills in technology-rich environments: European approach 59 2
Aims Europe’s workplace calls for a new understanding of VET adults’ problem-solving
skills in TREs. So far, no international large-scale assessment data has been
available for VET (cf. Programme for International Student Assessment (PISA) for
15-year student assessment and Assessment of Higher Education Learning
Outcomes (AHELO) for higher education student assessment). Therefore, PIAAC
data enables us to get new insight into the VET. Namely, this study aims to
investigate VET adults’ performance in problem-solving in TREs and its relation to
educational approaches. Specifically, our aim was to identify: x What is the level and distribution of problem-solving skills in TREs for adults
with VET in Europe? x How is the level and distribution of problem-solving skills in TREs for adults
with VET related to adults with other educational backgrounds? x How is the level and distribution of problem-solving skills in TREs for adults
with VET related to adults with other educational backgrounds? 3
Method In practice, PIAAC data and Eurostat classification of the VET approaches were
used for this study. Firstly, we used the OECD PIAAC data to obtain knowledge
on the VET adults’ performance on problem-solving in TREs. The objective of the
PIAAC was to determine whether adults’ basic skills were at a level that made
them ready to respond to the unpredictable needs of the future, which might
involve rapid changes. Secondly, calculations of the European Centre for the
Development of Vocational Training (Cedefop) based on Eurostat classification for
upper secondary VET on work-based approaches (for detailed description see
European Commission, 2013, p. 7) grounded our analysis. 1
Introduction However, a recent analysis of the PIAAC data
(Hämäläinen, De Wever, Malin and Cincinnato, 2014) highlighted the critical issue
that, despite Finns’ high proficiency in general for problem-solving in TREs, the
majority of adults with VET have weak skills or lack skills needed to solve
problems in TREs. As a direct result, a crucial question for VET development
involves investigating if the same trend holds true in other parts of Europe. Thus,
we need to investigate what the level and distribution of problem-solving skills in
TREs for adults with VET is in Europe and how well adults’ vocational skills and
professional expertise match the changing needs of European society. As a starting point for investigating VET adults’ skills and abilities, we have
to consider that, in general, VET education approaches vary between European
countries (for a detailed description, see Eurydice Highlights 2012/2013; OECD,
2009), and this may have an influence on adults’ problem-solving skills in TREs. Specifically, VET has traditionally been based on either school- or work-based
approaches (European Commission, 2013). In work-based approaches (applied,
following the Eurydice Highlights 2012/2013, for example, in Germany, Austria
and Switzerland) learning is intertwined with authentic work contexts, and learners
spend a minimal amount of their time in a school setting. Alternatively, in school- IJRVET 2014 IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 60 based approaches (such as in France and Scandinavian countries, including
Norway and Finland), learning more often takes place in traditional school settings. However, despite the differences in the approach of where vocational learning
takes place, both approaches face the same challenge of structural changes in
Europe’s workplace. For these reasons, critical discussions are currently underway
about whether the new needs of the structural change (e.g. skills and abilities of
creative problem-solving in TREs) have reached our VET adults in a satisfactory
way. Furthermore, it is important to find out how different European VET
education approaches are associated with VET adults’ problem-solving skills in
TREs. 3.1 Data and analysis The PIAAC survey was conducted by an international consortium consisting of
several research institutions and led by the Educational Testing Service (ETS,
USA). Under the guidance of the consortium, each participating country
implemented the survey (for a detailed description, see OECD, 2013b, chapters
10–13). The PIAAC survey contained, firstly, the background questionnaire
including questions about skills used, and secondly, computer-based test results
that captured the level of adults’ problem-solving skills (OECD, 2013b). A total of
66,322 16- to 65 year olds were involved (average weighted response rate of 60%,
sample size of 113,744) in eleven European countries; 50,369 adults (males:
n=24,812, females: n=25,556) took part in the test of problem-solving skills in
TREs. IJRVET 2014 IJRVET 2014 61 VET workers’ problem-solving skills in technology-rich environments: European approach In PIAAC, proficiency is regarded as a continuum of abilities involving the
mastery of information-processing tasks of increasing complexity. The PIAAC test
design was based on a variant of matrix sampling, which used different sets of
items as well as multistage adaptive testing. In addition, it used a variety of
assessment modes where each of the respondents completed a subset of items from
the total item pool. Since calculating a one-point estimate of proficiency for each
respondent might lead to severely biased estimates of population characteristics,
PIAAC uses ten plausible values that are drawn from an a posteriori distribution. This is done by combining the item response theory (IRT) scaling of the cognitive
items with a latent regression model using information from the background
questionnaire. The PIAAC Technical Report (OECD, 2013b, chapter 17) provides
further details of the scaling of cognitive data. The results of problem-solving are represented on a 500-point scale, which
was divided into four different proficiency levels. These levels are based on the
skills and knowledge required to accomplish the tasks within each level. Level 1
(“weak performers”) included scores from 241 to 290. Level 2 (“moderate
performers”) included scores from 291 to 340 and Level 3 (“strong performers”)
included scores equal to or higher than 341. Additionally, the participants who
scored below Level 1 were defined as “at risk”. Moreover, there is a “not-
classified” group included in the sample. The reasons for this group not being
classified are rather diverse (i.e. failed the ICT core test, no computer experience or
opted out of the computer-based assessment, or fell out due to literacy-related non-
response). As such, it is difficult to make proper statements about this group. Given
the fact that there is no information at all with respect to their problem-solving
proficiency level present in the database, we opted not to include them in our
analyses, except for our first analyses presenting a general overview. The statistical analyses were implemented by taking the survey design into
account using weights. The mean of regressions over ten plausible values was
calculated, using Jack-knife replication for variance estimation (for further details,
see OECD, 2013b, chapters 14-15). 3.3 Investigating the differences in problem-solving skills between VET and
other adults As the first phase of the investigation of problem-solving skills differences, VET
and other adults were categorized based on their problem-solving scores. In the
second phase, the similarities and differences with respect to the relation between
participants’ scores of the problem-solving test and educational background were
discovered. Finally, a variety of adults with different educational backgrounds
were compared. In our analysis, we used multinomial logit regression to estimate
the likelihood of attaining an at-risk or weak proficiency level compared to a
moderate or strong proficiency level (which are combined to act as the reference
category). Additionally, in comparing the educational categories, adults with
vocational education serve as the reference category, in order to compare VET
adults with graduates from (at most) lower secondary education and graduates from
(at least) upper secondary education. 3.2 Detecting the level of the problem-solving skills in TREs The aim of evaluating problem-solving in TREs was to assess how adults use
technology in order to carry out a variety of complicated problem-solving tasks. The assessment framework as well as the tasks and the background questionnaire
were designed by the international expert groups (OECD, 2012). In the PIAAC
study, problem-solving in TREs is described below: "Problem solving in technology-rich environments involves using digital
technology, communication tools and networks to acquire and evaluate
information, communicate with others and perform practical tasks. The first
PIAAC problem solving survey will focus on the abilities to solve problems for
personal, work and civic purposes by setting up appropriate goals and plans,
accessing and making use of information through computers and computer
networks". (OECD, 2012, p. 47) In practice, during the test each participant solved tasks using various sources
of information on a laptop computer. The computer environment offered several
tools participants could use, such as an Internet browser and web pages, a
computer-based reservation system, e-mail and word processing. To summarise,
the main goal of the assessment was to explain to which extent adults use
technology to solve today’s problems both proficiently and efficiently (OECD, IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 62 2012). In this study, the first step of the analysis was to calculate the level and
distribution of participants’ problem-solving skills. 2012). In this study, the first step of the analysis was to calculate the level and
distribution of participants’ problem-solving skills. 3.4 Examining the differences between the European countries applying
school- or work-based approaches in VET To examine the differences between European countries we grounded our analysis
on the orientation that European countries have taken in VET. Thus, we based our
analysis on the Cedefop calculations of Eurostat data (see Table 1). In practice, we
used the share of work-based practise as a starting point for dividing European
countries that apply school- or work-based approaches in their educational systems. In this phase, we included all the countries listed on the Cedefop calculation (9
countries with low and 8 countries with high share of work-based learning;
additionally for the rest of the European countries, no reliable data were available;
for detailed information, see European Commission 2013; Eurydice Highlights
2012/2013; OECD, 2009). Next, we investigated all the countries in the Cedefop
calculations that participate in the PIAAC study (13 countries) and selected those
countries that had data on problem-solving in TREs (Spain and France were left
out, as they did not participate in the problem-solving test of the PIAAC). Additionally, as the problem-solving proficiency scores are not available for the
participants in the “not-classified” group, they were not included in statistical
analyses. In practice, we included 6 countries with a low and 5 countries with a
high share of work-based learning on our analyses (Table 1). Finally, to gain
deeper insight into the problem-solving skills in TREs of European adults with a
VET background, similarities and differences in VET adults’ problem-solving
skills across the European countries applying school- or work-based approaches in
their education were investigated. Table 1: Share of work-based learning in 11 countries
Share of work-based learning
High
Low
Austria, Slovak Republic, Czech
Republic, Denmark, Germany
Belgium, Finland, Ireland, Netherland,
Norway, Poland Table 1: Share of work-based learning in 11 countries IJRVET 2014 VET workers’ problem-solving skills in technology-rich environments: European approach 63 4.1 The general overview of problem-solving skills in TREs in Europe In the following section we further shed light on the similarities and differences in
VET adults’ problem-solving skills across the European countries applying school-
or work-based approaches. Before that, we will firstly give an overview over VET
adults’ problem-solving skills, including the not-classified group, to give a general
picture of the share of this group. Figure 1 illustrates that among VET adults, there is a tendency to have a lack
of or low problem-solving skills in all 11 countries. Specifically, only a small
minority of VET adults score on the highest level (level 3) and 63% or more of the
adults with VET are below the moderate performance level (level 2). Additionally,
in all of the countries more than 11% of the VET adults are at-risk performers in
problem-solving. On average, one third of adults with VET are at Level 1. The
pattern of distribution of adults at Level 1 is largely similar and close to the school-
and work-based average in Austria, Czech Republic, Denmark and Finland. Furthermore, a large share of VET adults belongs to the not-classified group,
on average almost one third of VET adults both in the school- and work-based
countries. The lowest share is in the Netherlands (8%). Denmark and Norway
(16%) as well as Germany (21%) are clearly below average. An interesting
similarity between school- or work-based approaches can be noted: in both
approaches there is one country with a high share of the VET adults belonging to
the not-classified group (Slovak Republic and Poland, see Figure 1). These two
countries clearly differ from the other countries in terms of having a large not-
classified group, and because of that, fewer VET adults score the two highest levels
of problem-solving skills (Figure 1). IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 64 Note. Due to rounding, the percentages do not always add up to exactly 100 percent. Note. Due to rounding, the percentages do not always add up to exactly 100 percent. Note. Due to rounding, the percentages do not always add up to exactly 100 percent. Figure 1: Percentage of VET adults scoring at each level of problem-solving
skills by country 4.2 The main differences between VET and other adults’ problem-solving
skills in TREs In all 11 countries, adults with VET perform lower on average than adults with
other educational backgrounds. The average difference between work-based and
school-based VET is very small (only 4 points, see Figure A1 in appendix). The
difference between VET and non-VET adults’ problem solving skills varies
between countries, ranging from 8 points in Austria to 32 points in Belgium (see
Figure A1 in appendix). Thus, there is no indication of an association between
VET adults’ problem-solving skills in TREs and education approaches applied in
Europe. Instead, there is great variation in VET adults’ average problem-solving
skills in TREs across 11 European countries, irrespective of whether they are
applying school- or work-based approaches. The lowest mean performance scores
are found in Poland and Belgium (255 points) and the highest in Austria and the
Netherlands (280 points). When comparing VET adults to adults with at least upper secondary
education, the latter strongly outperform the vocationally trained adults in all 11
countries (Figure 2). On average, graduates from upper secondary or higher score
26 points higher than VET graduates in work-based countries and 28 point higher
in school-based countries. As the figures indicate, the difference between work-
based and school-based countries is very small — although statistically significant
(p < 0.05). However, there is variation between countries for both approaches. The
difference is greatest in Belgium (42 points) and smallest in Ireland (17 points). IJRVET 2014 VET workers’ problem-solving skills in technology-rich environments: European approach 65 Both of these countries apply the school-based approach. In the countries applying
the work-based approach, the difference is greatest in Denmark (31 points) and
smallest in Austria (18 points). When comparing the VET group with adults with lower secondary education,
adults with lower secondary education score higher in 7 out of 11 countries (Figure
2). In this instance, the difference between work- and school-based countries is
more pronounced: while in work-based countries, adults with VET have a 4-point-
lower average performance score compared to adults with lower secondary
education (p < 0.001), in the school-based countries there is no (statistically
significant) difference in this respect (p = 0.554). The within-country variation is
larger in school-based countries. The largest difference in favor of adults with
lower secondary education is in Poland (25 points) and that in favor of VET adults
is in Ireland (18 points). 4.2 The main differences between VET and other adults’ problem-solving
skills in TREs Among the work-based countries, the greatest difference
in favor of adults with lower secondary education is in the Slovak Republic (17
points) and that in favor of VET adults is in Austria (12 points). Note. Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A1). Figure 2: Mean problem-solving scores by educational background for all
t i Note. Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A1). Figure 2: Mean problem-solving scores by educational background for all
countries Figure 2: Mean problem-solving scores by educational background for all
countries In Figures 3 and 4, we present the proportion of adults scoring at different
proficiency levels of problem-solving in work- and school-based countries,
excluding the not-classified group. When comparing VET adults to graduates from
higher secondary school or higher, we observe that there is a clear difference in
proportion among those scoring on lower (i.e. “at risk”, and “weak”) and higher IJRVET 2014 IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 66 levels (i.e. “moderate”, and “strong”). In fact, in work-based countries, more than
two thirds (68%) of the VET adults perform on the lower levels compared to 42 %
of the graduates of higher secondary school. In the school-based countries, 71% of
the VET adults perform on the lower levels compared to 43% of the graduates of
higher secondary. However, the differences between countries are rather large,
even when controlling for the VET-system approach. In work-based countries, we
can observe that the proportion of low-performing VET adults varies between 60%
(Austria) and 78% (the Slovak Republic), whereas the proportion of low-
performing graduates from upper secondary varies between 36% (the Czech
Republic) and 55% (the Slovak Republic). In school-based countries, Belgium
(Flanders) has the highest proportion of VET-qualified low performers (82%) and
the Netherlands the lowest (60%); the proportion of low-performing higher
secondary graduates varies between 34% (the Netherlands) and 54% (Ireland). y g
(
)
(
)
Compared to lower secondary graduates (or less), VET adults show a slight
tendency to have more adults performing on the low levels than the former. In
work-based countries, we can observe that 61% of the lower secondary graduates
have low levels of problem-solving skills (compared to 68% of the VET adults),
and in school-based countries, 68% of the lower secondary graduates perform at
low proficiency levels (compared to 71% of VET adults). However, once again
between-country differences are rather large, even when controlling for the VET
system; in work-based countries the proportion of low achievers among lower
secondary graduates varies between 52% (the Czech Republic) and 69% (Austria). VET workers’ problem-solving skills in technology-rich environments: European approach 67 Note. Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A2). Figure 3: Percentage of adults at each level of problem-solving skills in work-
based countries Note. Figure 2: Mean problem-solving scores by educational background for all
countries Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A2). Figure 3: Percentage of adults at each level of problem-solving skills in work-
based countries Note. Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A2). Figure 3: Percentage of adults at each level of problem-solving skills in work-
based countries Figure 3: Percentage of adults at each level of problem-solving skills in work-
based countries IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 68 Note. Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A3). Figure 4: Percentage of adults at each level of problem-solving skills in school-
based countries Note. Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A3). Note. Due to rounding, the percentages do not always add up to exactly 100 percent. An extended
tabulation can be found in the appendix (Table A3). Figure 4: Percentage of adults at each level of problem-solving skills in school-
based countries In order to examine the impact of educational background on problem-solving
skills in work-based countries, in Table 2, we present the regression coefficients
(and corresponding odds ratios) of the model estimating the likelihood of scoring at
an “at risk” or “weak” problem-solving level compared to a “moderate and strong”
proficiency level (i.e. the reference category). The figures clearly demonstrate that
VET adults are more likely, compared to graduates from upper secondary school
(or more), to be “at risk” or “weak” performers in problem-solving than “moderate
or strong performers”, independently from the country of origin. More precisely,
VET adults are 3.2 (Austria) to 7.2 (Denmark) more likely to be “at-risk”
performers, and 2.1 (Austria) to 2.8 (Denmark) more likely to be “weak”
performers. Interestingly, the between-country variation is larger when comparing the
problem-solving skills of VET adults and graduates from lower secondary school
(or less). In fact, with the exception of the Czech Republic, VET adults and lower
secondary graduates are equally likely to be “weak” performers since the
regression parameters are non-significant at a level of α = 0.05. In the Czech
Republic, VET adults are 1.6 times more likely to be “weak” performers than IJRVET 2014 IJRVET 2014 VET workers’ problem-solving skills in technology-rich environments: European approach 69 lower secondary graduates. When estimating the likelihood of being an “at-risk”
performer, the variation between countries is even more pronounced. More in
particular, in the Czech Republic and the Slovak Republic, VET adults are
respectively 1.9 and 3.7 times more likely to be “at-risk” performers. In Austria, on
the contrary, lower secondary graduates are 2.3 times more likely than VET adults
to be “at-risk” performers. In school-based systems, overall, we observe the same patterns as in work-based
systems (Table 3). First, VET adults are clearly more likely to be “at-risk” or
“weak” performers than the graduates of upper secondary education. In particular,
VET adults are 3.1 (Ireland) to 14.7 (Belgium) times more likely to be “at-risk” 1
Notice that the figures of Belgium (Flanders) are potentially overestimated. In fact,
many observations in the Belgian data are classified as “not stated or inferred” on the
vocational education and training variable. This is due to the fact certain ISCED-
categories, and more precisely the ISCED 3 (without distinction A – B – C) and
ISCED 4, could not be uniquely identified as being vocationally oriented or not. As a
consequence, these have been coded as ”not stated or inferred”. IJRVET 2014 In Denmark and Germany, the likelihoods are equal. Table 2: Likelihood of problem-solving skills proficiency in TREs by
educational background in work-based countries (parameter estimates with
standard errors and odds ratios) Table 2: Likelihood of problem-solving skills proficiency in TREs by
educational background in work-based countries (parameter estimates with
standard errors and odds ratios) educational background in work-based countries (parameter estimates with
standard errors and odds ratios)
At risk performers
Weak performers
b
Odds
ratio
Inverse
odds
ratio
b
Odds
ratio
Inverse
odds
ratio
Austria
Intercept
-1.04 ***
(.085)
0.15 *
(.067)
Low Sec vs. VET
0.81 ***
(.165)
2.26
0.44
0.20
(.149)
1.22
0.82
Up Sec vs. VET
-1.16 ***
(.200)
0.31
3.19
-0.74 ***
(.115)
0.48
2.10
Czech
Republic
Intercept
-0.45 ***
(.093)
0.20 *
(.084)
Low Sec vs. VET
-0.64 **
(.226)
0.52
1.91
-0.48 *
(.183)
0.62
1.61
Up Sec vs. VET
-1.86 ***
(.219)
0.16
6.43
-0.94 ***
(.158)
0.39
2.57
Denmark
Intercept
-0.13
(.079)
0.42 ***
(.079)
Low Sec vs. VET
-0.21
(.128)
0.81
1.24
-0.19
(.117)
0.83
1.21
Up Sec vs. VET
-1.97 ***
(.125)
0.14
7.17
-1.01 ***
(.087)
0.36
2.75
Germany
Intercept
-0.37 ***
(.085)
0.24 ***
(.067)
Low Sec vs. VET
-0.08
(.157)
0.92
1.09
-0.19
(.142)
0.83
1.21
Up Sec vs. VET
-1.59 ***
(.134)
0.20
4.90
-0.93***
(.101)
0.39
2.54
Slovak
Republic
Intercept
0.16
(.150)
0.87 *
(.332)
Low Sec vs. VET
-1.31 ***
(.239)
0.27
3.71
-0.81
(.441)
0.45
2.24
Up Sec vs. VET
-1.62 ***
(.199)
0.20
5.03
-0.92 *
(.368)
0.40
2.50
Note. * p < 0.05, ** p < 0.01, *** p < 0.001; Standard errors are in parentheses. In school-based systems, overall, we observe the same patterns as in work-based
systems (Table 3). First, VET adults are clearly more likely to be “at-risk” or
“weak” performers than the graduates of upper secondary education. In particular,
VET adults are 3.1 (Ireland) to 14.7 (Belgium) times more likely to be “at-risk” IJRVET 2014 IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 70 performers than upper secondary graduates1; and the former are 1.9 (Ireland) to 5.2
(Belgium) times more likely to be “weak” performers than the latter. We observe,
once again, between-country variation when comparing the problem-solving skills
of VET adults to the skills of graduates from lower secondary education (or less). IJRVET 2014 Except for Ireland, Norway and the Netherlands, VET adults have a higher
likelihood of being “weak” performers – ranging 1.3 (Finland) to 2.0 (Belgium). In
the Netherlands, on the contrary, lower secondary graduates are 1.5 times more
likely than VET adults to be “weak” performers. In Ireland and Norway, the
differences are not statistically significant (α = 0.05). Estimating the likelihood of
being an “at-risk” performer reveals an interesting picture as well. In fact, in
Finland and Norway, VET adults have the same likelihood as lower secondary
graduates to be “at-risk” performers. In Belgium and Poland, VET adults are more
likely to be “at-risk” performers, and finally, in Ireland and the Netherlands, VET
adults are less likely to achieve an “at-risk” problem-solving level. IJRVET 2014 VET workers’ problem-solving skills in technology-rich environments: European approach 71 Table 3: Likelihood of problem-solving skills proficiency in TREs by
educational background in school-based countries (parameter estimates with
standard errors and odds ratios) educational background in school-based countries (parameter estimates with
standard errors and odds ratios)
At risk performers
Weak performers
b
Odds
ratio
Inverse
Odds
ratio
b
Odds
ratio
Inverse
Odds
ratio
Belgium a
Intercept
0.70 ***
(.169)
1.04 ***
(.153)
Low Sec vs. VET
-0.43 *
(.209)
0.65
1.54
-0.68 **
(.221)
0.51
1.98
Up Sec vs. VET
-2.69 ***
(.197)
0.07
14.67
-1.64 ***
(.167)
0.19
5.15
Finland
Intercept
-0.42 ***
(.095)
0.28 ***
(.069)
Low Sec vs. VET
-0.27
(.153)
0.76
1.31
-0.29 *
(.141)
0.75
1.34
Up Sec vs. VET
-1.80 ***
(.129)
0.16
6.06
-1.06 ***
(.080)
0.35
2.90
Ireland
Intercept
-0.25
(.131)
0.62 ***
(.114)
Low Sec vs. VET
1.04 ***
(.218)
2.82
0.35
0.06
(.204)
1.06
0.95
Up Sec vs. VET
-1.13 ***
(.138)
0.32
3.09
-0.67 ***
(.125)
0.51
1.94
Netherlands
Intercept
-0.96 ***
(.109)
0.14
(.087)
Low Sec vs. VET
1.02 ***
(.141)
2.78
0.36
0.42 ***
(.113)
1.52
0.66
Up Sec vs. VET
-1.46 ***
(.152)
0.23
4.32
-1.01 ***
(.110)
0.36
2.74
Norway
Intercept
-0.58 ***
(.100)
0.28 ***
(.073)
Low Sec vs. VET
0.26
(.155)
1.29
0.77
-0.06
(.126)
0.95
1.06
Up Sec vs. VET
-1.63 ***
(.135)
0.20
5.11
-0.96 ***
(.092)
0.38
2.61
Poland
Intercept
0.52 ***
(.121)
0.53 ***
(.111)
Low Sec vs. VET
-1.32 ***
(.197)
0.27
3.76
-0.62 **
(.177)
0.54
1.86
Up Sec vs. VET
-1.60 ***
(.125)
0.20
4.93
-0.78 ***
(.128)
0.46
2.18
Note. 5
Discussion and Conclusions The PIAAC data comprise the most comprehensive source of information on
adults’ skills to date. Therefore, it is now possible to investigate adults’ problem-
solving skills in TREs in a novel way. The present study focuses on gaining more
in-depth insight into the problem-solving skills in TREs of European adults with a
VET background. At a general level, when examining the similarities and
differences in VET adults’ problem-solving skills in TREs across 11 European
countries, two main trends can be observed. First, our results show that only a
minority of VET adults perform at a high level. Across all European countries in
our study, adults with VET perform lower on average than adults with other
educational backgrounds. Second, although adults with VET achieve a lower skill
level throughout all countries, there seems to be substantial variation between
countries with respect to the proportion of VET adults that can be identified as “at-
risk” or “weak” performers. As problem-solving skills in TREs are becoming increasingly important in
work life (Goos, 2013), our findings are in line with the critical notion that there
seems to be a gap between what is learned in VET and what is required at
European workplaces (Baartman and de Bruijn, 2011). Currently, European
countries are developing their VET systems to better meet the emerging needs of
European workplaces, and different trends can be observed. Namely, in 6 (Ireland,
Finland, Norway, Netherland, Austria and Germany) of 11 countries investigated
in this study, the share of workplace learning is increasing, while in 5 countries
(Belgium, Poland, Czech Republic, Slovak Republic and Denmark), this share is
decreasing (cf. European Commission, 2013; Eurydice Highlights 2012/2013;
OECD, 2009). A clear pattern with regard to the association between educational
background and problem-solving skills, typical for the work- or school-based
vocational education systems, does not emerge from our analysis. Instead, our
findings indicate the variations that can be used as a starting point to identify
beneficial VET approaches. Our results suggest that when comparing adults with upper secondary
education or higher with adults with a VET background, the same trend can be
observed in all countries: VET adults are more likely to be at-risk or weak
performers. However, when comparing VET adults with adults with lower
secondary education or lower, three clusters of countries can be identified. IJRVET 2014 * p < 0.05, ** p < 0.01, *** p < 0.001; Standard errors are in parentheses; a The Belgian
estimates might be biased (see footnote 1). R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 72 5
Discussion and Conclusions In the
first cluster, VET adults are more likely to be at-risk or weak performers than
adults with lower secondary education or lower. This first cluster includes Finland,
Czech Republic, Belgium, Poland and Slovak Republic, although for the latter this
was only found for the likelihood of being an at-risk performer and for the former
only for the likelihood of being a weak performer. In the second cluster, the reverse
is true, namely VET adults perform better. This second cluster includes the
Netherlands, Austria and Ireland, although for the latter two this was only observed
for the at-risk performers. In the third cluster, containing Denmark, Germany and
Norway, there is no difference between the level of TRE problem-solving skills of
adults with VET background and lower secondary education backgrounds. These
European variations hint towards influential differences between the countries. Namely, as VET is mediated by structural elements, such as the resources, norms,
curriculum guidelines and externally mandated policies, future investigations need
to focus on the constituent components of successful VET approaches within and
across these three clusters of countries. IJRVET 2014 IJRVET 2014 73 VET workers’ problem-solving skills in technology-rich environments: European approach Workplaces and vocational schools are the two main components of VET
(Schaap, Baartman and de Bruijn, 2012). When considering the findings of this
study, as a whole it is important to consider that grouping national VET systems
based on the Cedefop calculations of Eurostat data may lead to over-simplification
in understanding the problem-solving skills in TREs of European adults with a
VET background (as there are large between and within country variations of
VET). Therefore, to develop VET systems that can better meet the needs of future
workplaces, additional studies are needed to more clearly understand the
combination of school-based and workplace learning experiences (see also Gessler,
2009). Recently, Billett (2014) argued that the emerging challenges of VET
research involve integrating learners’ experiences in practice settings (i.e. workplaces) into educational programs. In the future, in addition to large-scale
evaluations of VET adults’ problem-solving skills in technology-rich environments,
it will be necessary to gain additional knowledge on successful problem-solving
processes in TRE, e.g. how learners are able to build meaningful and adaptive
problem-solving skills in workplaces and vocational schools (Billett, 2014). Therefore, future research needs to focus on the in-depth analysis of problem-
solving processes in TREs. 5
Discussion and Conclusions In this respect, it could be beneficial to select the adults
with a VET background from high-performing countries (e.g. Austria and the
Netherlands) and the low-performing countries (e.g. Poland and Belgium) to
understand why and where variations as well as low levels of problem-solving
skills (cf. not classified group) exist in VET adults. (
g
p)
European countries are all facing a significant challenge in identifying
approaches to enhance problem-solving skills for adults with a VET background. In the future, new technologies may be one way to support these higher TRE
problem-solving skills. Recent studies have indicated that technology plays an
increasingly important role in enabling flexible and adaptive life-long learning
approaches. In practice, the role of technology is often to allow new learning
experiences, for example, to learn problem-solving through game-based
applications (Hämäläinen and De Wever, 2013), or to empower VET adults’
professional development (Boldrini and Cattaneo, 2012; Motta, Boldrini and
Cattaneo, 2013). Furthermore, studies have indicated that VET technologies have
many benefits for the development of vocational specific skills (Cuendet and
Dillenbourg, 2013; Minnaert, Boekaerts, De Brabander and Opdenakker, 2011). Finally, recent research findings support the potential of designing new
technologies and applying existing technologies in workplace settings to enhance
problem-solving in TREs (Tynjälä, Häkkinen and Hämäläinen 2014). IJRVET 2014 R. Hämäläinen, S. Cincinnato, A. Malin, & B. De Wever 74 References Baartman, L. K. J., & De Bruijn, E. (2011). Integrating knowledge, skills and
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Appendix
Figure A1: Mean problem-solving scores in VET and NON-VET groups by countries n problem-solving scores in VET and NON-VET groups by countries IJRVET 2014 Appendix 76 76 IJRVET 2014 VET workers’ problem-solving skills in technology-rich environments: European approach
Table A1: Mean problem-solving scores by educational background for all countries
Lower secondary or less
VET
Higher secondary or more
n
Mean
SE
n
Mean
SE
n
Mean
SE
Austria
557 268.84
2.24
2,056 280.58
0.90
1,242 298.32
1.66
Czech Republic
728 285.33
3.12
2,505 273.52
1.44
1,442 303.20
2.01
Denmark
915 270.10
1.74
1,651 267.25
1.23
3,267 298.27
0.96
Germany
713 273.64
2.44
1,949 271.54
1.31
1,877 299.69
1.20
Slovak Republic
425 281.31
2.13
751 263.99
1.61
2,361 286.13
1.03
Work-based
3,338 275.85
1.06
8,912 271.38
0.59
10,189 297.12
0.64
Belgium
661 259.75
2.14
475 255.03
2.25
1,624 297.42
1.16
Finland
640 277.03
2.19
1,307 272.71
1.30
2,556 302.27
1.00
Ireland
551 251.09
2.63
762 269.20
1.71
2,779 285.74
1.11
Netherlands
1,242 264.01
1.08
1,275 279.58
1.51
2,030 303.90
1.07
Norway
585 269.96
2.01
1,365 274.08
1.15
2,391 299.07
0.76
Poland
722 279.67
2.94
1,955 255.02
2.16
3,314 286.57
1.58
School-based
4,401 266.92
0.91
7,139 267.60
0.71
14,694 295.83
0.47 R. Hämäläinen, S. Cincinnato, A. Malin, & B. IJRVET 2014 De Wever
78
Table A2: Absolute number and (weighted) percentages of adults at each level of problem-solving skills (not classified included) in work-based
countries
Not classified
Below level 1
Level 1
Level 2
Level 3
Total
n
%
n
%
n
%
n
%
n
%
n
%
Austria
Lower secondary or less
376
45.30
117
13.58
249
24.11
175
15.59
16
1.42
933
100.00
VET
666
24.65
278
10.61
921
34.80
756
26.75
101
3.20
2,722
100.00
Higher secondary or more
128
10.68
81
5.97
415
29.70
614
43.95
132
9.70
1,370
100.00
Czech Republic
Lower secondary or less
206
35.65
95
10.33
268
23.21
301
25.05
63
5.75
934
100.00
VET
1,045
28.27
528
16.04 1,070
30.56
777
21.22
130
3.92
3,550
100.00
Higher secondary or more
154
8.14
103
5.84
436
27.65
666
43.36
237
15.02
1,596
100.00
Denmark
Lower secondary or less
441
27.64
246
17.29
374
30.62
267
22.19
28
2.26
1,356
100.00
VET
387
16.12
493
21.68
750
37.47
380
22.86
29
1.87
2,038
100.00
Higher secondary or more
299
6.46
321
6.84 1,215
30.80 1,414
44.30
317
11.59
3,566
100.00
Germany
Lower secondary or less
199
26.92
147
17.31
277
28.63
247
22.89
42
4.25
912
100.00
VET
478
21.29
419
18.37
827
33.85
619
23.64
83
2.86
2,427
100.00
Higher secondary or more
159
8.69
149
7.87
563
27.95
867
41.52
298
13.98
2,036
100.00
Slovak Republic
Lower secondary or less
561
57.97
58
5.61
201
18.78
155
16.38
12
1.27
986
100.00
VET
1,020
56.86
196
11.14
390
22.53
158
8.96
8
0.51
1,771
100.00
Higher secondary or more
584
18.90
261
8.69 1,058
35.32
919
32.43
123
4.66
2,945
100.00
Work-based
Lower secondary or less
1,783
38.70
663
12.82 1,369
25.07 1,145
20.42
161
2.99
5,121
100.00
VET
3,596
29.44 1,913
15.57 3,957
31.84 2,691
20.69
352
2.47
12,508
100.00
Higher secondary or more
1,324
10.57
914
7.04 3,688
30.28 4,480
41.11 1,108
10.99
11,513
100.00 IJRVET 2014 VET workers’ problem-solving skills in technology-rich environments: European approach
79
Table A3: Absolute number and (weighted) percentages of adults at each level of problem-solving skills (not classified included) in school-based
countries
Not classified
Below level 1
Level 1
Level 2
Level 3
Total
n
%
n
%
n
%
n
%
n
%
n
%
Belgium
Lower secondary or less
361
36.86
218
22.04
254
24.22
168
15.16
20
1.72
1,022
100.00
VET
158
26.09
162
25.46
233
35.82
77
12.06
4
0.57
633
100.00
Higher secondary or more
87
5.17
127
7.73
523
30.94
772
44.67
203
11.48
1,711
100.00
Finland
Lower secondary or less
338
34.56
125
13.13
253
25.96
231
23.15
32
3.19
978
100.00
VET
443
25.50
291
16.40
581
33.08
387
22.22
48
2.80
1,750
100.00
Higher secondary or more
180
7.10
175
6.42
757
27.11 1,232
45.02
392
14.35
2,736
100.00
Ireland
Lower secondary or less
898
58.98
258
17.50
206
15.59
81
7.24
6
0.69
1,449
100.00
VET
325
31.07
171
14.80
391
35.21
186
17.47
14
1.45
1,087
100.00
Higher secondary or more
650
18.81
332
9.32 1,194
35.15 1,079
31.71
174
5.01
3,429
100.00
Netherlands
Lower secondary or less
339
23.34
334
21.42
576
35.21
304
18.31
28
1.73
1,581
100.00
VET
103
8.05
189
13.95
580
41.77
456
32.71
49
3.52
1,378
100.00
Higher secondary or more
95
5.01
110
5.61
582
26.45 1,054
48.79
284
14.14
2,125
100.00
Norway
Lower secondary or less
187
27.84
127
17.62
247
30.30
194
22.32
17
1.92
7,72
100.00
VET
236
15.77
255
16.41
626
38.62
448
27.01
37
2.19
1,601
100.00
Higher secondary or more
187
7.59
152
6.28
748
29.00 1,215
46.55
277
10.58
2,578
100.00
Poland
Lower secondary or less
654
58.47
155
7.85
301
16.11
226
14.38
41
3.20
1,376
100.00
VET
1,865
64.42
594
13.62
791
13.82
492
7.12
78
1.02
3,820
100.00
Higher secondary or more
853
26.72
415
11.74 1,204
27.00 1,308
26.69
387
7.86
4,167
100.00
School-based
Lower secondary or less
2,777
40.01 1,217
16.59 1,838
24.56 1,203
16.76
144
2.08
7,178
100.00
VET
3,130
28.48 1,661
16.77 3,203
33.06 2,046
19.76
230
1.92
10,269
100.00
Higher secondary or more
2,052
11.73 1,311
7.85 5,007
29.28 6,661
40.57 1,716
10.57
16,746
100.00 IJRVET 2014 IJRVET 2014 80 80
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Correction: APR-246 reactivates mutant p53 by targeting cysteines 124 and 277
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C O R R E C T I O N O p e n A c c e s s Zhang et al. Cell Death and Disease (2019) 10:769
https://doi.org/10.1038/s41419-019-1997-z Zhang et al. Cell Death and Disease (2019) 10:769
https://doi.org/10.1038/s41419-019-1997-z Cell Death & Disease Cell Death & Disease Correction: APR-246 reactivates mutant p53
by targeting cysteines 124 and 277 Qiang Zhang1, Vladimir J. N. Bykov
1, Klas G. Wiman
1 and Joanna Zawacka-Pankau2 Qiang Zhang1, Vladimir J. N. Bykov
1, Klas G. Wiman
1 and Joanna Zawacka-Pankau2 Correction to: Cell Death and Disease
https://doi.org/10.1038/s41419-018-0463-7,
published online 18 April 2018 corrections do not affect the original conclusions of this
paper. The authors would like to apologize for any
inconvenience caused. Since publication of this article, the authors have noticed
that there was an error in Fig. 1d, third panel from left,
“R273H + 200 μM MQ-H” should be “R273H + 200 μM
MQ”. A corrected version of Fig. 1 is included here. Our Correspondence: Klas G. Wiman (Klas.Wiman@ki.se)
1Department of Oncology and Pathology, Cancer Center Karolinska (CCK),
Karolinska Institutet, SE-17176 Stockholm, Sweden
2Department of Microbiology, Tumor and Cell Biology (MTC), Karolinska
Institutet, SE-17177 Stockholm, Sweden Correspondence: Klas G. Wiman (Klas.Wiman@ki.se)
1Department of Oncology and Pathology, Cancer Center Karolinska (CCK),
Karolinska Institutet, SE-17176 Stockholm, Sweden
2Department of Microbiology, Tumor and Cell Biology (MTC), Karolinska
Institutet, SE-17177 Stockholm, Sweden © The Author(s) 2 © The Author(s) 2019
OpenAccessThisarticleislicensedunderaCreativeCommonsAttribution4.0InternationalLicense,whichpermitsuse,sharing,adaptation,distributionandreproduction
in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if
changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If
material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain
permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. Official journal of the Cell Death Differentiation Association Zhang et al. Qiang Zhang1, Vladimir J. N. Bykov
1, Klas G. Wiman
1 and Joanna Zawacka-Pankau2 Cell Death and Disease (2019) 10:769 Page 2 of 2 wtp53 R175H R273H
22500 22600 22700
22800 22900 23000
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wtp53 + 50µM MQ R175H + 10µM MQ R273H + 50µM MQ R273H + 50µM MQ-H
22619
22756
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wtp53 + 100µM MQ R175H + 25µM MQ R273H + 100µM MQ R273H + 100µM MQ-H
% relative abundance
22756
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22893
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22601
22500 22600 22700 22800 22900 23000
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20
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22601
m/z
wtp53 + 200µM MQ R175H + 50µM MQ R273H + 200µM MQ R273H + 200µM MQ-H
22500 22600 22700 22800 22900 23000
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22601
22500 22600 22700 22800 22900 23000
0
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22619
unmodified
1MQ
2MQ
22737
22875
N
O
MQ MQ-H
N
O
a
b
c
d
e
Adducts:
Fig. 1 Mass measurement of wild-type, R273H and R175H p53 core domains by LTQ-MS. a mass spectra of p53 core domains. b–d Reaction
titration with MQ or MQ-H. p53 core domains were incubated with MQ at 50–200 µM (wt and R273H) or 10–50 µM (R175H) concentration ranges. One MQ adduct increased the molecular mass of p53 core domains by 137 Da. Official journal of the Cell Death Differentiation Association Qiang Zhang1, Vladimir J. N. Bykov
1, Klas G. Wiman
1 and Joanna Zawacka-Pankau2 e Structure of MQ and MQ-H b R175H + 10µM MQ
22500
22600 22700 22800 22900
23000
0
20
40
60
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22600
22737 22500 22600 22700
22800 22900 23000
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20
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wtp53 + 50µM MQ
22619
22756
e abundance
b R273H + 50µM MQ
22500 22600 22700 22800 22900 23000
0
20
40
60
80
100
120
22600
22737 c 22500 22600 22700
22800 22900 23000
0
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wtp53 + 100µM MQ
% relative
22756
22619
22893
c R175H + 25µM MQ
22500 22600
22700 22800
22900 23000
0
20
40
60
80
100
120
22601
22737 R273H + 100µM MQ-H
22500 22600 22700 22800 22900 23000
0
20
40
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22601 R273H + 100µM MQ
22500
22600 22700 22800 22900 23000
0
20
40
60
80
100
120
22737
22600
22874 22500 22600 22700
22800 22900 23000
0
20
40
60
80
100
120
22893
22757
wtp53 + 200µM MQ
d d 22500 22600 22700 22800 22900 23000
0
20
40
60
80
100
120
22601
R273H + 200µM MQ-H 22500
22600 22700 22800 22900
23000
0
20
40
60
80
100
120
22600
22737
R175H + 50µM MQ
22875 22500 22600 22700 22800 22900 23000
0
20
40
60
80
100
120
22874
22737
m/z
R273H + 200µM MQ N
O
MQ
e e MQ-H
N
O MQ MQ-H Fig. 1 Mass measurement of wild-type, R273H and R175H p53 core domains by LTQ-MS. a mass spectra of p53 core domains. b–d Reaction
titration with MQ or MQ-H. p53 core domains were incubated with MQ at 50–200 µM (wt and R273H) or 10–50 µM (R175H) concentration ranges. One MQ adduct increased the molecular mass of p53 core domains by 137 Da. e Structure of MQ and MQ-H Fig. 1 Mass measurement of wild-type, R273H and R175H p53 core domains by LTQ-MS. a mass spectra of p53 core domains. b–d Reaction
titration with MQ or MQ-H. p53 core domains were incubated with MQ at 50–200 µM (wt and R273H) or 10–50 µM (R175H) concentration ranges. One MQ adduct increased the molecular mass of p53 core domains by 137 Da. e Structure of MQ and MQ-H Official journal of the Cell Death Differentiation Association Official journal of the Cell Death Differentiation Association
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https://europepmc.org/articles/pmc5178111?pdf=render
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English
| null |
Associação entre variáveis clínicas relacionadas à asma em escolares nascidos com muito baixo peso com e sem displasia broncopulmonar
|
Revista Paulista de Pediatria
| 2,016
|
cc-by
| 8,237
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Rev
Paul
Pediatr.
2016;34(3):271---280
REVISTA
PAULISTA
DE
PEDIATRIA
www.rpped.com.br
ORIGINAL
ARTICLE
Association
between
clinical variables
related to
asthma
in schoolchildren
born with very low birth
weight
with and without
bronchopulmonary
dysplasia
Emília
da
Silva
Gonc¸alves ∗, Francisco
Mezzacappa-Filho,
Silvana
Dalge
Severino,
Maria
Ângela
Gonc¸alves
de
Oliveira
Ribeiro,
Fernando
Augusto
de
Lima
Marson,
Andre
Moreno
Morcilo,
Adyléia
Aparecida
Dalbo
Contrera
Toro,
José
Dirceu
Ribeiro
Departamento
de
Pediatria,
Faculdade
de
Ciências
Médicas,
Universidade
Estadual
de
Campinas,
Campinas,
SP,
Brazil Rev
Paul
Pediatr. 2016;34(3):271---280
REVISTA
PAULISTA
DE
PEDIATRIA
www.rpped.com.br
ORIGINAL
ARTICLE
Association
between
clinical variables
related to
asthma
in schoolchildren
born with very low birth
weight
with and without
bronchopulmonary
dysplasia
Emília
da
Silva
Gonc¸alves ∗, Francisco
Mezzacappa-Filho,
Silvana
Dalge
Severino,
Maria
Ângela
Gonc¸alves
de
Oliveira
Ribeiro,
Fernando
Augusto
de
Lima
Marson,
Andre
Moreno
Morcilo,
Adyléia
Aparecida
Dalbo
Contrera
Toro,
José
Dirceu
Ribeiro
Departamento
de
Pediatria,
Faculdade
de
Ciências
Médicas,
Universidade
Estadual
de
Campinas,
Campinas,
SP,
Brazil Rev
Paul
Pediatr. 2016;34(3):271---280 http://dx.doi.org/10.1016/j.rppede.2016.03.005
2359-3482/©
2016
Sociedade
de
Pediatria
de
S˜ao
Paulo.
Published
by
Elsevier
Editora
Ltda.
This
is
an
open
access
article
under
the
CC
BY
license
(http://creativecommons.org/licenses/by/4.0/). REVISTA
PAULISTA
DE
PEDIATRIA ORIGINAL
ARTICLE ∗Corresponding
author.
E-mail:
emiliasgoncalves@yahoo.com.br
(E.S.
Gonc¸alves). Association
between
clinical variables
related to
asthma
in schoolchildren
born with very low birth
weight
with and without
bronchopulmonary
dysplasia Association
between
clinical variables
related to
asthma
in schoolchildren
born with very low birth
weight
with and without
bronchopulmonary
dysplasia Emília
da
Silva
Gonc¸alves ∗, Francisco
Mezzacappa-Filho,
Silvana
Dalge
Severino,
Maria
Ângela
Gonc¸alves
de
Oliveira
Ribeiro,
Fernando
Augusto
de
Lima
Marson,
Andre
Moreno
Morcilo,
Adyléia
Aparecida
Dalbo
Contrera
Toro,
José
Dirceu
Ribeiro Departamento
de
Pediatria,
Faculdade
de
Ciências
Médicas,
Universidade
Estadual
de
Campinas,
Camp Received
22
June
2015;
accepted
1
December
2015
Available
online
13
June
2016
KEYWORDS
Asthma;
Bronchopulmonary
dysplasia;
Preterm
birth
Abstract
Objective:
To
assess
the
prevalence,
spirometry
findings
and
risk
factors
for
asthma
in
schoolchildren
who
were
very
low
birth
weight
infants
with
and
without
bronchopulmonary
dysplasia. Methods:
Observational
and
cross-sectional
study. The
parents
and/or
tutors
answered
the
International
Study
of
Asthma
and
Allergies
in
Childhood
questionnaire. The
schoolchildren
were
submitted
to
the
skin
prick
test
and
spirometry
assessment. Results:
54
schoolchildren
who
were
very
low
birth
weight
infants
were
assessed
and
43
met
the
criteria
for
spirometry. Age
at
the
assessment
(bronchopulmonary
dysplasia=9.5±0.85;
without
bronchopulmonary
dysplasia=10.1±0.86
years)
and
birth
weight
(bronchopulmonary
dysplasia=916.7±251.2;
without
bronchopulmonary
dysplasia=1171.3±190.5g)
were
lower
in
the
group
with
bronchopulmonary
dysplasia
(p<0.05). The
prevalence
of
asthma
among
very
low
birth
weight
infants
was
17/54
(31.5%),
being
6/18
(33.3%)
in
the
group
with
bronchopul-
monary
dysplasia. There
was
an
association
between
wool
blanket
use
in
the
first
year
of
life
(p=0.026)
with
the
presence
of
asthma
at
school
age. The
skin
prick
test
was
positive
in
13/17
(76.5%)
and
23/37
(62.2%)
of
patients
with
and
without
asthma,
respectively. The
schoolchildren
with
asthma
had
lower
z-score
values
of
forced
expiratory
flow
between
25%
and
75%
of
forced
vital
capacity
(n=16;
−1.04±1.19)
when
compared
to
the
group
of
patients
without
asthma
(n=27;
−0.380.93)
(p=0.049). There
was
no
difference
between
the
spirometry
variables
in
the
groups
regarding
the
presence
or
absence
of
bronchopulmonary
dysplasia. Conclusions:
Very
low
birth
weight
infants
with
and
without
bronchopulmonary
dysplasia
showed
a
high
prevalence
of
asthma
(33.3%
and
30.6%,
respectively). Pulmonary
flow
in
the
small
airways
was
lower
in
children
with
asthma. ©
2016
Sociedade
de
Pediatria
de
S˜ao
Paulo. Published
by
Elsevier
Editora
Ltda. This
is
an
open
access
article
under
the
CC
BY
license
(http://creativecommons.org/licenses/by/4.0/). ∗Corresponding
author. E-mail:
emiliasgoncalves@yahoo.com.br
(E.S. Gonc¸alves). ∗Corresponding
author. Association
between
clinical variables
related to
asthma
in schoolchildren
born with very low birth
weight
with and without
bronchopulmonary
dysplasia http://dx.doi.org/10.1016/j.rppede.2016.03.005 Received
22
June
2015;
accepted
1
December
2015
Available
online
13
June
2016 Received
22
June
2015;
accepted
1
December
2015
Available
online
13
June
2016 KEYWORDS
Asthma;
Bronchopulmonary
dysplasia;
Preterm
birth
∗Corresponding
author. E
il
ili
l
@
h KEYWORDS
Asthma;
Bronchopulmonary
dysplasia;
Preterm
birth Resumo Objetivo:
Avaliar
prevalência,
espirometria
e
fatores
de
risco
para
asma
em
escolares
que
foram
recém-nascidos
de
muito
baixo
peso
com
e
sem
displasia
broncopulmonar. Métodos:
Estudo
observacional
e
transversal. Aplicou-se
aos
pais
e/ou
responsáveis
o
ques-
tionário
International
Study
of
Asthma
and
Allergies
in
Childhood. Foi
feito
teste
cutâneo
de
hipersensibilidade
imediata
e
espirometria
nos
escolares. Resultados:
Avaliados
54
escolares
que
foram
recém-nascidos
de
muito
baixo
peso
e
43
preencheram
critérios
para
espirometria. A
idade
na
avaliac¸ão
(displasia
broncopulmonar=
9.5±0,85;
sem
displasia
broncopulmonar=10,1±0,86
anos)
e
o
peso
de
nascimento
(displasia
broncopulmonar=9167±2512;
sem
displasia
broncopulmonar=1171,3±1905g)
foram
menores
no
grupo
com
displasia
broncopulmonar
(p<0,05). A prevalência
de
asma
entre
os
recém-nascidos
de
muito
baixo
peso
foi
de
17/54
(31,5%);
no
grupo
com
displasia
broncopulmonar,
de
6/18
(33,3%). Houve
associac¸ão
entre
uso
de
cobertor
de
lã
no
primeiro
ano
de
vida
(p=0,026)
com
presenc¸a
de
asma
na
idade
escolar. O
teste
cutâneo
de
hipersensibilidade
imediata
foi
positivo
em
13/17
(76.5%)
e
23/37
(62,2%)
nos
grupos
com
e
sem
asma,
respectivamente. Os
escolares
com
asma
apresentaram
menores
valores
em
z-score
do
fluxo
expiratório
forc¸ado
entre
25%
e
75%
da
capacidade
vital
forc¸ada
(n=16;−1,04±1,19)
comparados
com
os
do
grupo
de
pacientes
sem
asma
(n=27;−0,38±0,93)
(p=0,049). Não
houve
diferenc¸a
entre
as
variáveis
da
espirometria
no
grupo
com
relac¸ão
à
presenc¸a
ou
não
de
displasia
broncopulmonar. Conclusões:
Os
recém-nascidos
de
muito
baixo
peso,
com
e sem
displasia
broncopulmonar,
apre-
sentaram
prevalência
elevada
de
asma
(33,3%
e
30,6%,
respectivamente). Os
fluxos
pulmonares
das
pequenas
vias
aéreas
foram
menores
nos
escolares
com
asma. ©
2016
Sociedade
de
Pediatria
de
S˜ao
Paulo. Publicado
por
Elsevier
Editora
Ltda. Este ´e um
artigo
Open
Access
sob
uma
licenc¸a
CC
BY
(http://creativecommons.org/licenses/by/4.0/). Asthma
is
a disease
of
great
importance
in
global
public
health.23 The
prevalence
ranges
from
2.1%
to
32.2%
and
from
4.1%
to
32.1%
in
children
and
adolescents,
respectively.23
However,
studies
have
not
been
able
to
determine
which
is
the
main
risk
factor
for
childhood
asthma
in
VLBW
infants,
whether
prematurity
itself
or
BPD. Introduction Since
1960,
with
the
improvement
of
perinatal
care,
there
has
been
a reduction
in
mortality
of
newborns
(NB)
with
birth
weight
(BW)
of
less
than
1500g,
termed
very
low
birth
weight
(VLBW)
infants.1 In
contrast,
there
has
been
an
increase
of
complications
of
prematurity,
the
most
serious
of
which
is
bronchopulmonary
dysplasia
(BPD),
the
earliest
chronic
obstructive
pulmonary
disease
that
affects
humans.1 Considering
that
preterm
infants
have
been
increasingly
presenting
a favorable
outcome
and
that
there
are
few
stud-
ies
in
Brazil
on
asthma
prevalence
in
preterm
infants
with
and
without
BPD,7,22 this
study
aimed
to
determine
the
pres-
ence
of
asthma
and
atopy
in
children
born
with
VLBW
at
school
age
and
to
assess
lung
function
by
spirometry,
accord-
ing
to
the
presence
or
absence
of
BPD. During
this
period
the
prevalence
of
BPD
is
high,
and
it
increases
in
lower
gestational
ages
and
smaller
infants.2 BPD
affects
30%
of
VLBW
infants
<1000g,
52%
of those
weighing
between
501
and
750g,
and
7%
of
those
weighing
between
1251
and
500g.2,3 The
manifestations
of
prematurity
include
immune
imbalance,
increased
susceptibility
to
viral
infections,4,5
and
allergen
absorption.6 Infants
with
BPD
present
chronic
lung
inflammation,
which
predisposes
them
to
infections
and
hospitalizations. These
risk
factors
may
be
associated
with
the
prevalence
of
wheezing
in
infants2 and
asthma
in
child-
hood
and
adolescence.7---14 Abstract Abstract
Objective:
To
assess
the
prevalence,
spirometry
findings
and
risk
factors
for
asthma
in
schoolchildren
who
were
very
low
birth
weight
infants
with
and
without
bronchopulmonary
dysplasia. Methods:
Observational
and
cross-sectional
study. The
parents
and/or
tutors
answered
the
International
Study
of
Asthma
and
Allergies
in
Childhood
questionnaire. The
schoolchildren
were
submitted
to
the
skin
prick
test
and
spirometry
assessment. Results:
54
schoolchildren
who
were
very
low
birth
weight
infants
were
assessed
and
43
met
the
criteria
for
spirometry. Age
at
the
assessment
(bronchopulmonary
dysplasia=9.5±0.85;
without
bronchopulmonary
dysplasia=10.1±0.86
years)
and
birth
weight
(bronchopulmonary
dysplasia=916.7±251.2;
without
bronchopulmonary
dysplasia=1171.3±190.5g)
were
lower
in
the
group
with
bronchopulmonary
dysplasia
(p<0.05). The
prevalence
of
asthma
among
very
low
birth
weight
infants
was
17/54
(31.5%),
being
6/18
(33.3%)
in
the
group
with
bronchopul-
monary
dysplasia. There
was
an
association
between
wool
blanket
use
in
the
first
year
of
life
(p=0.026)
with
the
presence
of
asthma
at
school
age. The
skin
prick
test
was
positive
in
13/17
(76.5%)
and
23/37
(62.2%)
of
patients
with
and
without
asthma,
respectively. The
schoolchildren
with
asthma
had
lower
z-score
values
of
forced
expiratory
flow
between
25%
and
75%
of
forced
vital
capacity
(n=16;
−1.04±1.19)
when
compared
to
the
group
of
patients
without
asthma
(n=27;
−0.380.93)
(p=0.049). There
was
no
difference
between
the
spirometry
variables
in
the
groups
regarding
the
presence
or
absence
of
bronchopulmonary
dysplasia. Conclusions:
Very
low
birth
weight
infants
with
and
without
bronchopulmonary
dysplasia
showed
a
high
prevalence
of
asthma
(33.3%
and
30.6%,
respectively). Pulmonary
flow
in
the
small
airways
was
lower
in
children
with
asthma. ©
2016
Sociedade
de
Pediatria
de
S˜ao
Paulo. Published
by
Elsevier
Editora
Ltda. This
is
an
open
access
article
under
the
CC
BY
license
(http://creativecommons.org/licenses/by/4.0/). 272 Gonc¸alves
ES
et
al. PALAVRAS-CHAVE
Asma;
Displasia
broncopulmonar;
Nascimento
prematuro Associac¸ão
entre
variáveis
clínicas
relacionadas
à asma
em
escolares
nascidos
com
muito
baixo
peso
com
e
sem
displasia
broncopulmonar Method This
was
an
observational
and
cross-sectional
study
approved
by
the
Institutional
Review
Board
of
the
Univer-
sity
Hospital
under
No. 569/2010
and
No. 605/2010. All
parents
and/or
guardians
signed
an
informed
consent. Ini-
tially,
all
records
of
VLBW
infants
born
between
October
2000
and
November
2004
at the
university
hospital
were
selected. Deaths
and
cases
with
chronic
diseases,
genetic
diseases,
vascular
ring,
diaphragmatic
hernia,
pulmonary
sequestration,
chest
wall
deformity,
and
ciliary
dyskinesia
were
excluded. Children
with
BPD
have
a high
prevalence
of
recurrent
wheezing.6 In
contrast,
the
effects
of
BPD
in
the
onset
of
atopy,
asthma,
and/or
recurrent
wheezing
at
older
ages
is
controversial.3,4,9,13,15,16 The
effect
of
BPD
in
lung
func-
tion
in
the
long
term
has
been
evaluated
in
numerous
age
groups,
including
newborns,17 infants,18 preschoolers,19
schoolchildren,7---11 adolescents,12---14 and
adults.20---22 Studies
have
shown
reduced
lung
volumes
in
different
age
groups,
but
with
low
association
to
clinical
symptoms. This
fact
has
not
been
explained
in
the
literature. The
diagnosis
of
BPD
was
established
in infants
who,
after
28
days
of
life,
had
respiratory
failure
and
depended
on
oxy-
gen
at
over
21%
concentration
to
maintain
partial
pressure 273 Clinical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight between
25%
and
75%
of
FVC
(FEF
25---75%). A
CPFS/D
model
spirometer
(Medical-Graphics,
Saint
Paul,
Minnesota,
United
States)
was
used. Spirometry
followed
the
recommendations
of
the
European
Respiratory
Society
(ERS)
and
the
Ameri-
can
Thoracic
Society
(ATS).24 The
child
took
the
test
while
standing
and
used
the
nose
clip
with
open
maneuver. The
child
was
requested
to
perform
a vigorous
and
prolonged
expiratory
maneuver
to
achieve
the
reproducibility
criteria
of
the
spirometry
test
software:
Breeze
PF
version
3.8
for
Windows
95/98/NT. The
evaluation
of
FVC,
FEV1, FEV1/FVC,
and
FEF
25---75%
was
conducted
according
to
the
standard
reference
equations
by
Quanjer
et
al.24 based
on
age,
sex,
weight,
and
ethnicity. Airway
obstruction
was
described
as
FEV1/FVC
ratios
below
the
lower
limit
of
normal;
for
sever-
ity,
the
FEV1% z-score
was
used
in
two
categories:
(i)
mild
obstruction:
z-score≥−2
or
70%
of
the
predicted
value;
(ii)
moderate
obstruction:
−2.5≤z-score<−2.0
or
60---69%
of
the
predicted
value.24,25 of
oxygen
>50mmHg.1 Two
groups
were
considered:
BPD
and
no
BPD. Telephone
calls
were
made
to
invite
schoolchildren
aged
between
7 and
12
years
to
participate
in
the
study. The
aforementioned
exclusion
criteria
were
again
applied. Method Asthma
was
defined
as
positive
answers
to
question
2
of
the
IQ:
‘‘In
the
last
12
(twelve)
months,
has
your
child
had
wheezing?’’
This
question
has
a sensitivity
of
100%,
specificity
of
78%,
positive
predictive
value
of
73%,
and
neg-
ative
predictive
value
of
100%
for
the
diagnosis
of
asthma.23
The
prevalence
of
severe
asthma
was
considered
in those
who
answered
‘‘yes’’
to
at
least
two
of
the
following
IQ
questions:23 ‘‘in
the
last
12
(twelve)
months,
how
many
wheezing
crises
has
your
child
had?’’;
‘‘In
the
last
12
(twelve)
months,
how
often
was
your
child’s
sleep
disturbed
by
wheezing?’’;
‘‘In
the
last
twelve
(12)
months,
was
the
hiss
of
your
child
so
strong
as
to
prevent
him/her
from
say-
ing
more
than
two
words
between
every
breath?’’;
or
‘‘In
the
last
12
(twelve)
months,
has
your
child
had
wheezing
after
exercise?’’ g
Data
were
processed
using
SPSS
version
16.0
(SPSS
Inc.,
Chicago,
United
States)
and
Epi-Info
6.04b
(CDC,
United
States). To
compare
the
ratios,
the
2 test
was
used
or,
when
indicated,
Fisher’s
exact
test
for
2×2
tables
or
the
Fisher---Freeman---Halton
exact
distribution
test
for
larger
tables. In
the
case
of
the
Fisher---Freeman---Halton
test,
bilateral
probability
was
estimated
using
the
Monte
Carlo
method. To
compare
the
means
of
two
independent
groups,
Student’s
t-test
was
used. Prevalences
and
their
95%
confi-
dence
intervals
were
calculated
using
the
exact
method
(binomial
distribution),
using
the
Epitable
routine
of
Epi-
Info. The
Odds
Ratio
(OR)
and
its
95%
confidence
interval
for
asthma
in
relation
to
BPD
were
determined
using
the
StatCalc
routine
of
Epi-Info. The
mean,
standard
deviation,
minimum,
and
maximum
values
of the
quantitative
variables
of
patients
regarding
the
diagnosis
of
asthma
and
BDP
were
determined. A significance
level
of
p<0.05
was
adopted. The
participants
underwent
clinical
examination,
skin
prick
test
(SPT),
spirometry,
and
measurement
of
bronchial
hyperresponsiveness
(BHR)
through
a concentration
of
methacholine
that
produced
a 20%
decrease
in
the
forced
expiratory
volume
in one
second
(FEV1) at
spirometry
(PC20
methacholine). All
procedures
were
performed
in lung
phys-
iology
laboratory
of
the
Pediatrics
Research
Center,
School
of
Medical
Sciences. The
SPT
was
performed
by
puncture23 technique
on
the
forearm
with
plastic
lancets
(Alergoprick-FlexorTM, Sertãoz-
inho,
SP,
Brazil). A set
of
lancets
was
used
for
each
child,
one
for
each
extract. The
following
purified
glycerinated
extracts
at
50%,
manufactured
by
IPI-ASACTM (São
Paulo,
SP,
Brazil),
were
used:
Dermatophagoides
pteronyssinus,
D. Method A
personal
interview
was
conducted
with
parents
and/or
guardians,
who
answered
the
written
International
Study
of
Asthma
and
Allergies
in
Childhood
(ISAAC)
Phase
I (IQ)
and
complementary
ISAAC
phase
II
(CIQ)
questionnaires.23 The
risk
factors
assessed
by
CIQ23 regarding
the
first
year
of
life
and
the
past
year
were:
breastfeeding
duration;
older
sib-
lings
(regardless
of
the
presence
of
atopy
and/or
asthma);
age
at
start
of
daycare
or
primary
school
attendance;
pater-
nal
and
maternal
atopy;
contact
with
animals
inside
and
outside
the
home,
current
smoking
at
home;
current,
pre-
natal,
and
postnatal
maternal
smoking;
presence
of
mold
on
the
walls;
type
of
floor,
pillow,
and
blanket;
and
resi-
dence
in rural
or
urban
area. Questions
about
family
history
of
atopy
in
siblings,
parents,
and
grandparents;
pneumonia;
atopic
dermatitis;
allergic
rhinitis;
bronchiolitis;
heart
dis-
ease;
hospitalizations;
drug
allergies;
and
relief
and
routine
asthma
medication
were
also
asked. The
BHR
measurement
followed
the
recommendations
of
ERS/ATS.24 Nebulizations
with
acetyl-beta-methylcoline
(methacoline-chloride;
code
A2251,
Sigma)
were
made
with
the
following
dilutions
(in
mg/mL):
0.125;
0.25;
0.5;
1;
2;
4;
8; 16;
32. Spirometry
was
performed
at
the
start
of
the
exam
and
1min
after
each
nebulization
with
methacholine. The
exam
was
interrupted
when
a ≥20%
decrease
from
base-
line
FEV1 was
reached. Then,
each
subject
received
inhaled
salbutamol
(four
jets
of
100mcg)
and
after
30min,
the
last
FEV1 was
recorded. The
test
was
considered
positive
when
a
20%
decrease
in
FEV1 occurred
with
less
than
4mg
of
metha-
choline,
and
was
graded
as
(i)
mild,
at
concentrations
of
1---4mg/mL
methacholine;
(ii)
moderate
to
severe,
at
con-
centrations
<1mg/mL. Method farinae, Blomia
tropicalis,
Blatella
germanica,
fun-
gus
mix
(Alternaria
alternata,
Cladosporodium
herbarum,
Aspergilus
fumigatus
and
Penicilium),
Canis
familiaris,
Felis
domesticus. The
following
controls
were
used:
positive
(his-
tamine)
and
negative
(0.9%
saline
solution). The
results
were
measured
after
15min;
a reaction
was
considered
positive
if
wheal
size
≥3mm,
with
non-reactive
negative
control
and
positive
control
with
wheal
size
≥3mm.23 The
presence
of
a
positive
response
in
the
SPT
was
considered
as
atopy. For
the
present
study,
the
sample
power
was
calculated
using
G*Power
3.1.9.2,
using
as
a parameter
the
group
of
patients
with
asthma;
at Fisher’s
exact
test,
the
sample
power
was
>0.8003402,
above
the
cutoff
value
80%. The
calculation
of sample
power
was
made
after
the
study. Results Fig. 1 presents
the
inclusion
flow
diagram. Of
the
54
patients
included,
33/54
(61.1%)
were
male,
aged
9.9±0.92
years,
and
21/54
(38.9%)
female,
aged
9.9±0.90
years
(p=0.810). Male
and
female
VLBW
infants
had
similar
BW:
1065.1±243.8g
and
1120±243g,
respectively
(p=0.423). Spirometry
assessed
the
forced
vital
capacity
(FVC),
FEV1, Tiffeneau
index
(FEV1/FVC),
and
mean
expiratory
flow 274 Gonc¸alves
ES
et
al. 274
Gonc¸alves
ES
et
al. 366 VLBW infants born
between 2000 and 2004
297 survived
256 possible
to reach
41 impossible
to reach
81 reached
175 not reached
2 deaths
69 deaths
54 included ISAAC
and SPT
2 refusals
43 perfomed
spirometry
1
had moderate obstruction
–2.5 ≤ z-score
≤–2.0
5
had no
obstruction
37
had mild obstruction
z-score
≥–2.0
25 refused to
participate
8 did not reach
reproducibility criteria
1 asthma exacerbation
Figure
1
Inclusion
flow
diagram
of
very
low
birth
weight
(VLBW)
infants. ISAAC,
International
Study
of
Asthma
and
Allergies
in
Childhood;
SPT,
skin
prick
test. 366 VLBW infants born
between 2000 and 2004 41 impossible
to reach 256 possible
to reach 175 not reached 54 included ISAAC
and SPT 2 refusals 43 perfomed
spirometry Figure
1
Inclusion
flow
diagram
of
very
low
birth
weight
(VLBW)
infants. ISAAC,
International
Study
of
Asthma
and
Allergies
in
Childhood;
SPT,
skin
prick
test. There
was
a higher
prevalence
of
whites
(47/54---87%). Table
1
shows
the
characteristics
of
VLBW
infants
with
BPD. The
age
at
the
time
the
study
was
lower
in
the
BPD
group
(p=0.014). Table
2
shows
the
characteristics
of VLBW
infants
with
and
without
asthma. positive
in
13/17
(76.5%)
and
23/37
(62.2%),
respectively
(p=0.364;
Table
2). In
both
cases,
a positive
association
was
observed. Among
the
variables
analyzed
for
the
ISAAC
question-
naire,
an
association
was
observed
with
the
use
of
wool
blanket
in
the
first
year
of
life
(p=0.026;
[With
asthma
and
wool
blanket:
6/17
individuals
with
asthma]
and
[with-
out
asthma
and
with
wool
blanket:
25/37
subjects
without
asthma];
OR=0.269;
95%CI=0.08---0.088). The
prevalence
of
asthma
in
VLBW
infants
was
17/54
(31.5%). The
BPD
and
no
BPD
groups
presented
similar
prevalence
of
asthma:
6/18
(33.3%)
and
11/36
(30.6%),
respectively
(p=0.836;
Tables
1 and
2). p
y (p
)
BW
in
the
BPD
group
(916.7±251.2g)
was
lower
than
in
the
no
BPD
group
(1171.3±190.5g;
p<0.001). No
association
between
BPD
and
asthma
severity
(p=0.620)
and
between
BPD
and
the
number
of
pneumonias
(p=1.0;
Table
1) were
observed. Clinical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight Variablesa
With
asthma
(n=17/54)
Without
asthma
(n=37/54)
p-value
OR
(95%CI)
Age
at
the
test
(years)b
9.7±0.6
(8.5---0.7)
10±1
(7.9---11.5)
0.322
---
Birth
weight
(g)b
1075.4±267.5
(420---1455)
1091.5±234.1
(600---1455)
0.824
---
Malec
9
(52.9%)
24
(64.8%)
0.404
0.615
(0.16---2.32)
Whited
14
(82.3%)
33
(89.1%)
0.809
0.572
(0.08---4.42)
Presence
of
severe
asthmad
9
(52.9%)
Prior
history
of
pneumoniae
None
10
(58.8%)
19
(51.3%)
0.638
1.346
(0.42---4.51)
1---3
5
(29.4%)
15
(40.6%)
0.515
(0.06---5.40)
4
or
more
2
(11.7%)
3 (8.1%)
1.499
(0.16---11.06)
Positive
prick
testc
13
(76.5%)
23
(62.16%)
0.364
1.954
(0.473---9.884)
g,
grams;
n,
number
of
patients;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval. a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
data
with
numerical
distribution
are
presented
as
mean±standard
deviation;
minimum−maximum. b Student’s
t-test. c 2 test. d Fisher’s
exact
test. g,
grams;
n,
number
of
patients;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval. a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
data
with
numerical
distribution
are
presented
as
mean±standard
deviation;
minimum−maximum. b Student’s
t-test. c 2 test. d Fisher’s
exact
test. e Fisher---Freeman---Halton
exact
test d Fisher’s
exact
test. e Fisher---Freeman---Halton
exact
test of
BPD
and
associated
risk
factors. Studies
that
aim
to
analyze
the
influence
of
lung
diseases
in early
life
and
their
repercussions
in
adolescence
and
adulthood
have
increased
in
recent
decades. Many
of
them
try
to
answer
the
question
of
whether
the
BPD
and/or
preterm
birth
are
risk
factors
for
asthma.4,11,21,26 As
found
in
the
present
study,
other
authors
have
observed
a
higher
prevalence
of
asthma
in
VLBW
infants
when
compared
with
the
prevalence
of
asthma
in
the
world
population,7,11,19,22,27 with
values
for
extremely
premature
infants
ranging
between
26%5,19,27 and
40%.22 p=0.049;
Fig. 2). There
was
no
difference
between
spirom-
etry
variables
in
the
BPD
and
no
BPD
groups,
as well
as
in
the
groups
with
or
without
asthma. The
values
of
PC20
methacholine
in
VLBW
group
with
asthma
were
lower
than
in
the
group
without
asthma
(p=0.022). In
contrast,
the
values
of
PC20
methacholine
in
the
VLBW
BPD
and
no
BPD
groups
were
similar
(p=0.72). Clinical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight Clinical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight 275 Table
1
Characterization
of
the
population
with
birth
weight
lower
than
1500g
considering
the
presence
of
bronchopulmonary
dysplasia
(BPD). dysplasia
(BPD). Variablesa
BPD
(n=18/54)
No
BPD
(n=36/54)
p-value
OR
(95%CI)
Age
at
the
test
(years)b
9.5±0.85
(7.9---10.7)
10.1±0.86
(8.2---11.5)
0.14
---
Birth
weight
(g)b
916.7±251.2
(420---1320)
1171.3±190.5
(600---1465)
<0.1
---
Malec
13
(72.2%)
20
(55.6%)
0.236
2.052
(0.54---8.97)
Whited
16
(88.9%)
31
(86.1%)
1.000
1.284
(0.18---14.91)
Presence
of
asthmac
6
(33.3%)
11
(30.6%)
0.836
1.134
(0.27---4.39)
Presence
of
severe
asthmad
4
(22.2%)
5
(13.8%)
0.620
2.278
(0.21---35.67)
Prior
history
of
pneumoniae
None
9
(50.0%)
20
(55.6%)
1.000
0.803
(0.25---2.56)
1---3
7
(38.9%)
13
(36.1%)
0.815
(0.07---11.95)
4
or
more
2
(11.1%)
3
(8.33%)
1.367
(0.10---13.22)
Positive
prick
testc
10
(55.6%)
26
(72.2%)
0.239
0.488
(0.15---1.64)
BPD bronchopulmonary dysplasia; g grams; n number of patients; OR Odds Ratio; 95%CI 95% confidence interval a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
the
data
with
numerical
distribution
are
presented
as
mean±standard
deviation;
minimum−maximum. b Table
2
Characterization
of
the
population
with
birth
weight
lower
than
1500g
considering
the
presence
of
asthma. Table
2
Characterization
of
the
population
with
birth
weight
lower
than
1500g
considering
the
presence
of
asthma. Variablesa
With
asthma
(n=17/54)
Without
asthma
(n=37/54)
p-value
OR
(95%CI)
Age
at
the
test
(years)b
9.7±0.6
(8.5---0.7)
10±1
(7.9---11.5)
0.322
---
Birth
weight
(g)b
1075.4±267.5
(420---1455)
1091.5±234.1
(600---1455)
0.824
---
Malec
9
(52.9%)
24
(64.8%)
0.404
0.615
(0.16---2.32)
Whited
14
(82.3%)
33
(89.1%)
0.809
0.572
(0.08---4.42)
Presence
of
severe
asthmad
9
(52.9%)
Prior
history
of
pneumoniae
None
10
(58.8%)
19
(51.3%)
0.638
1.346
(0.42---4.51)
1---3
5
(29.4%)
15
(40.6%)
0.515
(0.06---5.40)
4
or
more
2
(11.7%)
3 (8.1%)
1.499
(0.16---11.06)
Positive
prick
testc
13
(76.5%)
23
(62.16%)
0.364
1.954
(0.473---9.884)
g grams; n number of patients; OR Odds Ratio; 95%CI 95% confidence interval zation
of
the
population
with
birth
weight
lower
than
1500g
considering
the
presence
of
asthma. Table
2
Characterization
of
the
population
with
birth
weight
lower
than
1500g
considering
the
p Table
2
Characterization
of
the
population
with
birth
weight
lower
than
1500g
considering
the
presence
of
asthma. Clinical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight Table
4 describes
the
data
regarding
the
ISAAC
variables
and
the
presence
of
asthma,
and
Table
5 describes
the
associa-
tion
of
asthma
severity
with
BPD
and
BW. Infants
who
develop
BPD
have
a high
prevalence
of
inflammation
and
decreased
lung
flow
in
childhood
and
adulthood.1,4,28
The
initial
inflammatory
manifestations
result
from
genetic
susceptibility,
endocrine
disorders,
infections,
volutrauma,
barotrauma,
oxygen
toxicity,
and a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
the
data
with
numerical
distribution
are
presented
as
mean±standard
deviation;
minimum−maximum.
b g,
grams;
n,
number
of
patients;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval. Results Among
the
43
children
and
adolescents
who
under-
went
spirometry,
five
showed
no
obstruction,
37
presented
mild
obstruction,
and
one
teenager
presented
moderate
obstruction.24 Table
3
shows
the
z-score
distribution
of
spiro-
metric
values
in
patients
with
and
without
BPD
compared
to
those
who
did
or
did
not
develop
asthma. The
mean
z-
score
of
FEF
25---75%
in
patients
with
asthma
(−1.04±1.19)
was
lower
than
in
the
group
without
asthma
(−0.38±0.82; The
SPT
was
positive
in
10/18
(55.6%)
and
26/36
(72.2%)
in
the
BPD
and
no
BPD
groups,
respectively
(p=0.239;
Table
1). In
the
groups
with
and
without
asthma,
the
SPT
was g, g
;
,
p
;
,
;
,
a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
data
with
numerical
distribution
are
presented
as
mean±standard
deviation;
minimum−maximum.
b Student’s
t-test.
c 2 test.
d Fisher’s
exact
test. e Fisher---Freeman---Halton
exact
test onchopulmonary
dysplasia;
g,
grams;
n,
number
of
patients;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval. Discussion These
authors
found
no
difference
among
VLBW
infants
with
and
without
BPD
regarding
asthma.21 patent
ductus
arteriosus.3 The
complexity
of
the
presence
and
interaction
of
these
factors,
which
contribute
to the
development
and
severity
of
BPD,
can
affect
growth
and
lung
function
to
a greater
or
lesser
extent.3,4 In
contrast,
the
influence
of
prematurity,
BDP,
or
the
interaction
of
both
in
the
prevalence
of
asthma
remains
controversial.11,21,26
While
most
studies
show
a positive
association
between
BPD2,7---14,17,20,22,26 or
prematurity28,29 as a risk
factor
for
asthma,
one
study
did
not
observe
this
association.21 The
present
study
observed
a high
prevalence
of
asthma;
how-
ever,
it
was
similar
in
VLBW
infants
who
developed
BPD
and
those
who
did
not. Possibly,
prematurity
was
a more
important
factor
than
BPD
for
the
development
of
asthma
in
schoolchildren
in
the
present
sample,
a fact
confirmed
by
Bronstron
et
al.9 In
addition
to the
present
study,
only
one
study
failed
to
observe
an
association
between
BPD
and
asthma. Narang
et
al. studied
110
patients
at
21
years,
60 patent
ductus
arteriosus.3 The
complexity
of
the
presence
and
interaction
of
these
factors,
which
contribute
to the
development
and
severity
of
BPD,
can
affect
growth
and
lung
function
to
a greater
or
lesser
extent.3,4 In
contrast,
the
influence
of
prematurity,
BDP,
or
the
interaction
of
both
in
the
prevalence
of
asthma
remains
controversial.11,21,26
While
most
studies
show
a positive
association
between
BPD2,7---14,17,20,22,26 or
prematurity28,29 as a risk
factor
for
asthma,
one
study
did
not
observe
this
association.21 The
present
study
observed
a high
prevalence
of
asthma;
how-
ever,
it
was
similar
in
VLBW
infants
who
developed
BPD
and
those
who
did
not. Possibly,
prematurity
was
a more
important
factor
than
BPD
for
the
development
of
asthma
in
schoolchildren
in
the
present
sample,
a fact
confirmed
by
Bronstron
et
al.9 In
addition
to the
present
study,
only
one
study
failed
to
observe
an
association
between
BPD
and
asthma. Narang
et
al. studied
110
patients
at
21
years,
60 Another
interesting
finding
is
the
influence
of
sex
in
the
prevalence
of
obstructive
lung
diseases
in
children
and
ado-
lescents. Discussion This
study
showed
a high
prevalence
of
asthma
in
VLBW
infants
at
school
age,
regardless
of
the
presence
or
absence 276 Gonc¸alves
ES
et
al. Table
3
Distribution
of
the
z-score
of
spirometry
variables
(FVC,
FEV1,
FEV1/FVC,
and
FEF
25---75%)
of
children
and
adolescents
who
were
very
low
birth
weight
(VLBW)
infants
with
and
without
bronchopulmonary
dysplasia
(BPD)
in
relation
to
those
who
did
or did not develop asthma. Table
3
Distribution
of
the
z-score
of
spirometry
variables
(FVC,
FEV1,
FEV1/FVC,
and
FEF
25---75%)
of
children
and
adolescents
who
were
very
low
birth
weight
(VLBW)
infants
with
and
without
bronchopulmonary
dysplasia
(BPD)
in
relation
to
those
who
did
or did not develop asthma Variablesa
BPD
(12/43)
28%
No
BPD
(31/43)
72%
p-valueb
FVC
Asthma
−0.37±1.83
−0.26±0.89
0.899
No
asthma
+0.21±1.07
−0.21±0.71
0.247
FEV1
Asthma
−0.86±2.05
−0.49±1.08
0.641
No
asthma
−0.10±1.08
−0.11±0.88
0.978
FEV1/FVC
Asthma
−0.92±0.90
−0.44±0.95
0.364
No
asthma
−0.57±0.76
0.17±0.91
0.067
FEF25---75%
Asthma
−1.38±1.42
−0.89±1.11
0.463
No
asthma
−0.71±0.80
−0.27±0.96
0.292
Variables
With
asthma
(16/43)
37.2%
Without
asthma
(27/43)
62.8%
p-valueb
FVC
BPD
−0.37±1.83
+0.21±1.07
0.230
No
BPD
−0.26±0.89
−0.21±0.71
0.776
FEV1
BPD
−0.86±2.05
−0.10±1.08
0.412
No
BPD
−0.49±1.08
−0.11±0.88
1.000
FEV1/FVC
BPD
−0.92±0.90
−0.57±0.76
0.648
No
BPD
−0.44±0.95
0.17±0.91
0.066
FEF25---75%
BPD
−1.38±1.42
−0.71±0.80
0.527
No
BPD
−0.89±1.11
−0.27±0.96
0.244
FVC,
forced
vital
capacity;
BPD,
bronchopulmonary
dysplasia;
FEF
25%
-75%,
mean
expiratory
flow
between
25%
and
75%
of
FVC;
FEV1,
forced
expiratory
volume
in
one
second;
FEV1/FVC,
ratio
of
FEV1 and
FVC. a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
the
data
with
numerical
distribution
are
presented
as
mean±standard
deviation. b Two-tailed
Student’s
t-test. forced
expiratory
volume
in
one
second;
FEV1/FVC,
ratio
of
FEV1 and
FVC. a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
the
data
with
numerical
distribution
are
presented
as
mean±standard
deviation. b Two-tailed
Student’s
t-test. full-term
infants
and
50
VLBW
infants,
and
seven
had
BPD. Discussion In
the
present
study,
the
high
prevalence
of
smoking
in
parents
(25%),
attendance
at
daycare
in
the
first
year
of
life
(50%),
low
prevalence
of
breastfeeding,
and
history
of
maternal/paternal
asthma
in
20%
of schoolchil-
dren
were
noteworthy. Although
the
prevalence
of
asthma
was
high,
the
only
risk
factor
associated
with
the
CIQ
was
the
use
of
wool
blankets
in the
first
year
of
life
(p=0.026). This
may
reflect
a higher
exposure
to
allergens
factors,
which,
together
with
inflammatory
alterations
caused
by
prematurity,
could
facilitate
the
onset
of
asthma
due
to
early
allergic
sensitization.6 Unlike
the
present
findings,
Palta
et
al. observed
a higher
prevalence
of
asthma
in
VLBW
infants
with
BPD
when
compared
with
those
without
BPD. In
that
study,
the
BPD
group
had
a higher
frequency
of
risk
factors
for
asthma,
which
included
repeated
respiratory
infections
in
the
first
year
of
life,
family
history
of
asthma,
smoking
parents,
and
family
income.7 Kwinta
et
al. assessed
risk
factors
for
asthma
in
VLBW
infants
with
or
without
BPD
compared
to
healthy
term
infants. Those
authors
found
that
VLBW
infants
had
more
recurrent
wheezing
(OR=5.38,
95%CI
2.14---13.8)
and
a higher
prevalence
of
risk
factors,
such
as
hospitalization
and
wheezing
below
24
months.11
Ri k f
f
h
h
diff
i h
i Numerous
researchers
have
aimed
to
determine
whether
diseases
in
the
neonatal
period
affect
lung
function
in
childhood,
adolescence,
and
in
later
ages.2,4,5,7---15,17---22,27
While
the
relationship
between
BPD
and
asthma
remains
controversial,4,15 decreased
lung
function
in
VLBW
infants
throughout
life
has
been
documented.8---10,26,28
Some
studies,8,19,20,26 including
the
present,
showed
lower
lung
volumes
in the
peripheral
airways
in
children
with
asthma
who
were
VLBW
infants. The
presence
or
absence
of
BPD
did
not
increase
the
prevalence
of
asthma
or
airway
obstruction
in
the
present
patients. Thus,
prematurity
may
have
a higher
probability
of
association
with
asthma
than
BPD. p
y
Gough
et
al. evaluated
adults
aged
24---25
years
who
had
been
VLBW
infants
with
and
without
BPD. Those
with
BPD
had
twice
as
many
episodes
of
wheezing
and
used
three
times
more
asthma
medications.22 A
prospective
study
showed
that,
at
age
11,
VLBW
infants
with
BPD
had
lower
lung
volumes
in
spirometry
and
greater
response
to
bron-
chodilators
when
compared
with
those
who
did
not
develop
BPD.14 Doyle
et
al. Discussion While
male
infants
have
narrower
airways
and
increased
prevalence
of
wheezing,6 the
differences
in
lung
function
decrease
with
age
and
reverse
in
adolescence.2 It is
believed
that
this
occurs
due
to
hormonal
changes
in
women,
with
an
increased
risk
of
asthma
at
this
age
group.2 For
the
VLBW
infants
in
the
present
study,
there
was
no
differ-
ence
between
sexes
for
both
BPD
and
for
asthma. This
result
was
similar
to that
obtained
by
Fawke
et
al.,14 who
studied
respiratory
symptoms
and
lung
function
in
VLBW
infants
at
11
years
and
found
no
differences
between
the
sexes. This
explains
the
reduction
of
lung
function
differences
between
the
sexes
observed
with
age. Clinical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight 277 4.0
3.5
3.0
2.5
2.0
1.5
1.0
0.5
0.0
–0.5
–1.0
–1.5
–2.0
–2.5
–3.0
–3.5
–4.0
With asthma
Spirometry variables
(expressed as z-scores)
Without asthma
FEV1
FVC
FEV1/FVC FEF25-75
p=0.529
p=0.161
p=0.058
p=0.049
FVC
FEV1
FEV1/FVC FEF25-75
Figure
2
Distribution
of
z-scores
in
relation
to
asthma
in
children
and
adolescents
who
were
very
low
birth
weight
(VLBW)
newborns
regarding
spirometry
variables. FVC,
forced
vital
capacity;
FEV1, forced
expiratory
volume
in
one
second;
FEV1/FVC,
ratio
between
FEV1 and
FVC;
FEF
25---75%,
mean
expiratory
flow
between
25%
and
75%
of
FVC;
p,
p-value. Medians
are
present
as
horizontal
lines
that
divide
the
rectangles,
which
contain
50%
of
values. The
bars
extend
to
the
maximum
and
minimum
values. Two-tailed
Student’s
t-test. With asthma With asthma Without asthma Figure
2
Distribution
of
z-scores
in
relation
to
asthma
in
children
and
adolescents
who
were
very
low
birth
weight
(VLBW)
newborns
regarding
spirometry
variables. FVC,
forced
vital
capacity;
FEV1, forced
expiratory
volume
in
one
second;
FEV1/FVC,
ratio
between
FEV1 and
FVC;
FEF
25---75%,
mean
expiratory
flow
between
25%
and
75%
of
FVC;
p,
p-value. Medians
are
present
as
horizontal
lines
that
divide
the
rectangles,
which
contain
50%
of
values. The
bars
extend
to
the
maximum
and
minimum
values. Two-tailed
Student’s
t-test. Most
authors
who
have
studied
the
association
between
prematurity/BPD
and
future
asthma5,7,8,11,14,15,18,19,27
included
the
ISAAC23 risk
factors
and
the
Asthma
Predictive
Index
(API).6 Although
the
present
study
did
not
specifically
evaluate
the
API,
all
variables
contained
in that
index,
except
for
the
number
of
eosinophils
in
peripheral
blood,
were
analyzed,
and
no
differences
between
both
groups
were
observed. Discussion followed-up
a cohort
of
147
VLBW
infants
with
and
without
BPD,
assessed
at
ages
2,
5,
8,
11,
14,
and
18
years. These
authors
observed
that
lung
volumes
showed
greater
reductions
between
the
age
range
of
8---18
years,
more
pronounced
in the
BPD
group.8 Recently,
von
Hove
et
al. assessed
the
respiratory
symptoms
and
lung
function
in
adolescents
who
were
VLBW
infants,
28
with
and
28
with-
out
BPD. They
concluded
that
those
with
BPD
were
more
likely
to
present
abnormalities
in
lung
function.12 The
main
cause
of
recurrent
wheezing
in
children
is
atopic
asthma. The
present
study
failed
to
demonstrate
an
association
of
allergy
(proven
by
clinical
history
and
SPT)
with
BPD
or
asthma. Several
studies,
including
the
review
by
Perez
and
Navarro,
evaluated
the
associations
between
preterm
birth
with
and
without
BPD
and
future
atopy/allergies,
demonstrating
that
BPD
has
no
longitudinal
relationship
with
atopy
or
BHR.2,3,9,13,30 One
study
found
an
association
between
BPD
and
future
atopy.16 Subsequently, Risk
factors
for
asthma
may
have
different
weights
in
children
and
adolescents
who
were
VLBW
or
term
newborn. While
these
factors
have
been
thoroughly
studied6 in
chil-
dren
healthy
at birth,
the
number
of
studies
on VLBW
infants
is
lower. Thus,
the
assessment
of
large
cohorts
following-
up
VLBW
infants
with
and
without
BPD
may
clarify
whether
there
are
differences
between
them
regarding
the
exposure
to
risk
factors
and
development
of
future
chronic
diseases. 278 Gonc¸alves
ES
et
al. Table
4
ISAAC
risk
factors
in
newborns
with
very
low
weight
with
and
without
asthma. Discussion Variablesa
With
asthma
(17/54)
31.5%
Without
asthma
(37/54)
68.5%
p-value
OR
(95%CI)
Breastfeeding
durationb
>6
months
4
(36.4%)
7 (63.3%)
0.672
1.312
(0.30---5.37)
<6 months
8
(26.7%)
22
(73.3%)
0.589
(0.14---2.51)
Absent
5
(38.5%)
8 (61.5)
1.498
(0.38---5.65)
Older
siblingsb
≥4
siblings
3
(42.9%)
4 (57.1%)
0.591
1.748
(0.29---9.55)
3 siblings
1
(33.3%)
2 (66.6%)
1.18
(0.02---24.73)
2 siblings
3
(50%)
3 (50%)
2.73
(0.41---18.29)
1 sibling
2
(16.7%)
10
(83.3%)
0.46
(0.04---2.98)
No
sibling
8
(30.8%)
18
(69.2%)
0.939
(0.29---3.04)
Daycare
attendanceb
<12
months
1
(20%)
4 (80%)
0.416
0.521
(0.01---5.86)
≥12
months
8
(44.4%)
10
(55.6%)
2.26
(0.56---9.32)
No
8
(25.8%)
23
(74.2%)
0.547
(0.15---2.02)
Father
with
asthmac
Present
1
(25%)
3 (75%)
1.000
0.891
(0.02---12.41)
Mother
with
asthmac
Present
2
(28.6%)
5 (71.4%)
1.000
0.803
(0.07---5.66)
Parents
with
asthmac
Present
0
1 (100%)
1.000
-
Number
of
people
sharing
the
child’s
roomc
3 or
more
3
(42.9%)
4
(57.1%)
0.665
1.748
(0.23---11.88)
Indoor
petd
Present
10
(33.3%)
20
(66.7%)
0.743
1.21
(0.33---4.64)
Maternal
smoking
during
pregnancyc
Present
5
(38.5%)
8 (61.55%)
0.733
1.498
(0.32---6.55)
Maternal
smoking
during
the
first
year
of
the
child’s
lifec
Present
5
(35.7%)
9
(64.3%)
0.745
1.290
(0.28---5.47)
Maternal
smokingc
Present
7
(50%)
7 (50%)
0.103
2.933
(0.692---12.76)
Household member
smoking
Present
4
(25%)
12
(75%)
0.506
0.646
(0.13---2.73)
Current
presence
of
moldd
Present
6
(28.6%)
15
(71.4%)
0.713
0.803
(0.20---3.02)
Presence of mold
during
the
first
year
of
the
child’s
lifed
Present
5
(35.7%)
9 (64.3%)
0.745
1.29
(0.28---5.47)
Current presence
of
fitted
carpetsc
Present
17
(31.5%)
37
(68.5%)
---
---
Presence
of
fitted
carpets
during
the
first
year
of
the
child’s
lifed
Present
2
(66.7%)
1
(33.3%)
0.230
4.644
(0.23---290.8)
Current
tiled
floorc
Present
16
(37.2%)
27
(62.8%)
0.143
5.777
(0.70---273)
Presence of tiled
floor
during
the
first
year
of the
child’s
lifec
Present
14
(35%)
26
(65%)
0.507
1.951
(0.42---12.69)
Current
hardwood
floorc
Present
0
2 (100%)
1.000
---
Presence
of
bare
floor
in
the
child’s
bedroom
during
the
first
year
of
the
child’s
lifec
Present
1
(12.5%)
7 (87.5%)
0.411
0.273
(0.01---2.44)
Current
bare
floor
in
the
child’s
bedroomc
Present
1
(11.1%)
8 (88.9%)
0.244
0.232
(0.01---2.00)
Use
of
foam
pillow
during
the
first
year
of
the
child’s
lifec
Present
14
(35%)
26
(65%)
0.299
2.908
(0.52---30.67)
Current
use
of
foam
pillowc
Present
12
(34.3%)
23
(65.75)
0.547
1.451
(0.37---6.42)
Use
of
synthetic
fiber
pillow
during
the
first
year
of
the
child’s
lifec
Present
0
6 (100%)
---
---
Current
use
of
synthetic
fiber
pillowc
Present
3
(25%)
9 (75%)
0.732
0.672
(0.10
---
3.29)
Use
of
feather
pillow
during
the
first
year
of
the child’s
lifec
Present
1
(33.3%)
2 (66.7%)
1.000
1.163
(0.02---14.55)
Current
use
of
feather
pillowc
Present
2
(40%)
3 (60%)
0.645
1.499
(0.11---14.55)
Use
of
wool
blanket
during
the
first
year
of
the child’s
lifed
Present
6
(19.4%)
25
(80.6%)
0.026
0.269
(0.08---0.88)
Current
use
of
wool
blanketd
Present
3
(20%)
12
(80%)
0.338
0.453
(0.07---2.09)
Use
of
cotton
blanket
during
the
first
year
of
the
child’s
lifed
Present
4
(33.3%)
8 (66.7%)
1.000
1.113
(0.21---5.13)
Current
use
of
cotton
blanketd
Present
4
(28.6%)
10
(71.4%)
1.000
0.834
(0.16---3.64)
Living
in
a rural
neighborhood
during
the
first
year
of
the
child’s
lifed
Present
2
(22.2%)
7 (77.8%)
0.703
0.578
(0.05---3.56)
Living
in
an
urbanneighborhood
during
the
first year
of
the
child’s
life/currentlyd
Present
15
(33.3%)
30
(66.7%)
0.703
1.733
(0.28---19.11)
Positive
prick
testc
13
(76.5%)
23
(62.2%)
0.364
1.954
(0.473---9.884)
ISAAC,
International
Study
of
Asthma
and
Allergies
in
Childhood;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval. Student s
t test.
a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups.
b Fisher---Freeman---Halton
exact
test. c Fisher’s
exact
test.
d
2 ISAAC,
International
Study
of
Asthma
and
Allergies
in
Childhood;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval.
Student’s
t-test.
a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups.
b Fisher---Freeman---Halton
exact
test.
c Fisher’s
exact
test.
d 2 test. c Fisher’s
exact
test.
d 2 test. References 1. Carraro
S,
Filippone
M,
Da
Dalt
L,
Ferraro
V,
Maretti
M,
Bressan
S,
et
al. Bronchopulmonary
dysplasia:
the
earliest
and
perhaps
the
longest
lasting
obstructive
lung
disease
in
humans. Early
Hum
Dev. 2013;89:S3---5. 2. Pérez
PG,
Navarro
NM. Broncopulmonary
dysplasia
and
pre-
maturity. Short-and
long-term
respiratory
changes. An
Pediatr. 2010;72:79.e1---16. 3. Cunha
GS,
Mezzacappa
Filho
F,
Ribeiro
JD. Maternal
and
neonatal
factors
affecting
the
incidence
of
bronchopulmonary
dysplasia
in
very
low
birth
weight
newborns. J Pediatr
(Rio
J). 2003;79:550---6. Considering
the
diagnosis
of
asthma
according
to
the
ISAAC
questionnaire,
this
study
showed
that
VLBW
infants,
especially
those
of
lower
weight,
had
a higher
prevalence
of
asthma,
with
no
difference
regarding
the
presence
of
BPD. Additional
research
including
evolutionary
comparison
between
infants,
preschoolers,
and
schoolchildren
through
lung
function
by
spirometry,
lung
clearance
index,
and
bronchoalveolar
lavage
may
bring
light
to
the
differences
between
the
presence
of
BHR
and
asthma
after
prematu-
rity
and
BPD. As
these
tools
are
difficult
to
use
in
clinical
practice,
multi-center
epidemiological
follow-up
studies
should
be
encouraged
to
allow
for
the
establishment
of
sam-
ples
that
are
adequate
for
comparisons
in
univariate
and
multivariate
analyses. 4. El
Mazloum
D,
Moschino
L,
Bozzetto
S,
Baraldi
E. Chronic
lung
disease
of
prematurity:
long-term
respiratory
outcome. Neona-
tology. 2014;105:352---6. 5. Halvorsen
T,
Skadberg
BT,
Eide
GE,
Roksund
O,
Aksnes
L,
Oymar
K. Characteristics
of
asthma
and
airway
hyper-
responsiveness
after
premature
birth. Pediatr
Allergy
Immunol. 2005;16:487---94. 6. Lopez
N,
de
Barros-Mazon
S,
Vilela
MM,
Condino
Neto
A,
Ribeiro
JD. Are
immunoglobulin
E
levels
associated
with
early
wheez-
ing? A
prospective
study
in
Brazilian
infants. Eur
Respir
J. 2002;20:640---5. 7. Palta
M,
Sadek-Badawi
M,
Sheehy
M,
Albanese
A,
Weinstein
M,
McGuinness
G,
et
al. Respiratory
symptoms
at
age
8
years
in
a
cohort
of
very
low
birth
weight
children. Am
J
Epidemiol. 2001;154:521---9. 8. Doyle
LW,
Victorian
Infant
Collaborative
Study
Group. Respi-
ratory
function
at
age
8---9
years
in
extremely
low
birth
weight/very
preterm
children
born
in
Victoria
in
1991---1992. Pediatr
Pulmonol. 2006;41:570---6. The
authors
conclude
that
preterm
infants
with
and
with-
out
BPD
have
higher
prevalence
of
asthma
in
childhood
and
adolescence
when
compared
with
the
data
reported
in
the
literature
for
individuals
in
the
same
age
group. The
impact
of
BPD
in
the
prevalence
and
severity
of
asthma
remains
controversial. 9. Broström
EB,
Thunqvist
P,
Adenfelt
G,
Borling
E,
Katz-Salamon
M. Clinical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight inical
variables
related
to
asthma
in
schoolchildren
born
with
very
low
birth
weight 279 Table
5
Characterization
of
the
population
born
weighing
less
than
1500g
considering
asthma
severity. Variablesa
Severe
asthma
Mild
asthma
p-value
OR
(95%CI)
Birth
weight
(g)b
1076.44±341.98;
1150
(420---1455)
1074.25±172.83;
1063
(805---1295)
0.987
BPD
(present)c
4
(66.7%)
2
(33.3%)
0.620
2.278
(0.21---35.67)
g,
grams;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval. a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
the
data
with
numerical
distribution
are
presented
as
mean±standard
deviation;
median
(minimum−maximum). b Student’s
t-test. c Fisher---Freeman---Halton
exact
test. Table
5
Characterization
of
the
population
born
weighing
less
than
1500g
considering
asthma
severity. Variablesa
Severe
asthma
Mild
asthma
p-value
OR
(95%CI)
Birth
weight
(g)b
1076.44±341.98;
1150
(420---1455)
1074.25±172.83;
1063
(805---1295)
0.987
BPD
(present)c
4
(66.7%)
2
(33.3%)
0.620
2.278
(0.21---35.67) g,
grams;
OR,
Odds
Ratio;
95%CI,
95%
confidence
interval. a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups;
the
data
with
numerical
distribution
are
presented
as
mean±standard
deviation;
median
(minimum−maximum). b Student’s t-test c Fisher---Freeman---Halton
exact
test. Acknowledgements several
authors
have
failed
to
observe
this
association
in
children
who
were
VLBW
infants.9,13,30 One
of
the
limitations
of
the
present
study
and
of
that
by
Narang
et
al. was
the
small
number
of
individuals
included,
compared
to
the
total
number
of
those
who
were
eligi-
ble. Among
the
eligible
subjects
in
the
present
study,
25
(30.86%)
of
those
aged
between
7 and
12
years
refused
to
participate. In
contrast,
the
present
study
assessed
the
risk
factors
for
childhood
asthma,
which
was
not
studied
by
Narang
et
al. Another
aspect
is
that
the
present
patients
used
a surfactant,
while
the
subjects
of
Narang
et
al.21
did
not. Moreover,
it
is
worth
mentioning
as
a limitation
of
the
present
study
the
impossibility
of
obtaining
data
on
BPD
severity,
duration
of
mechanical
ventilation,
and
other
respiratory
diagnoses
in
the
neonatal
period. A
difficult-to-
assess
aspect
that
may
constitute
sample
bias
is
whether
the
individuals
who
decided
to
participate
in
the
present
study
had
greater
morbidities,
including
asthma,
consider-
ing
that
VLBW
infants
with
BPD
had
lower
birth
weight
and
were
younger
at
time
of
examination. The
authors
would
like
to
thank
the
Maternity
Ward
of
the
University
Hospital
and
the
Pulmonary
Physiology
Laboratory
of
the
University. References Obstructive
lung
disease
in
children
with
mild
to
severe
BPD. Respir
Med. 2010;104:362---70. 10. Kaplan
E,
Bar-Yishay
E,
Prais
D,
Klinger
G,
Mei-Zahav
M,
Mus-
saffi
H,
et
al. Encouraging
pulmonary
outcome
for
surviving,
neurologically
intact,
extremely
premature
infants
in
the
post
surfactant
era. Chest. 2012;142:725---33. Discussion Student’s
t-test. a Data
for
variables
with
categorical
distribution
are
represented
as
number
of
patients
with
variable/total
number
of
individuals
included
in
the
group
and
percentage
related
to
the
variable
analyzed
within
the
possible
groups. Table
4
ISAAC
risk
factors
in
newborns
with
very
low
weight
with
and
without
asthma. Funding This
study
did
not
receive
funding. 11. Kwinta
P,
Lis
G,
Klimek
M,
Grudzien
A,
Tomasik
T,
Poplawska
K,
et
al. The
prevalence
and
risk
factors
of
allergic
and
respiratory
symptoms
in
a
regional
cohort
of
extremely
low
birth
weight
children
(<1000g). Ital
J Pediatr. 2013;39:4. Conflicts
of interest Conflicts
of interest 12. Vom
Hove
M,
Prenzel
F,
Uhlig
HH,
Robel-Tillig
E. Pulmonary
out-
come
in
former
preterm,
very
low
birth
weight
children
with The
authors
declare
no
conflicts
of
interest. 280 Gonc¸alves
ES
et
al. bronchopulmonary
dysplasia:
a
case---control
follow-up
at
school
age. J
Pediatr. 2014;164:40---5. bronchopulmonary
dysplasia:
a
case---control
follow-up
at
school
age. J
Pediatr. 2014;164:40---5. 22. Gough
A,
Linden
M,
Spence
D,
Patterson
CC,
Halliday
HL,
Mc
Garvey
LP. Impaired
lung
function
and
health
status
in
adult
survivors
of
bronchopulmonary
dysplasia. Eur
Respir
J. 2014;43:808---16. 13. Lum
S,
Kirkby
J,
Welsh
L,
Marlow
N,
Hennessy
E,
Stocks
J. Nature
and
severity
of
lung
function
abnormalities
in
extremely
pre-term
children
at
11
years
of
age. Eur
Respir
J. 2011;37:1199---207. 23. Solé
D,
Camelo-Nunes
IC,
Wandalsen
GF,
Mallozi
MC. Asthma
in
children
and
adolescents
in
Brazil:
contribution
of
the
Interna-
tional
Study
of
Asthma
and
Allergies
in
Childhood
(ISAAC). Rev
Paul
Pediatr. 2014;32:114---25. 14. Fawke
J,
Lum
S,
Kirkby
J,
Hennessy
E,
Marlow
N,
Rowell
V,
et
al. Lung
function
and
respiratory
symptoms
at
11
years
in
children
born
extremely
preterm:
the
EPICure
study. Am
J
Respir
Crit
Care
Med. 2010;182:237---45. 24. Quanjer
PH,
Stanojevic
S,
Cole
TJ,
Baur
X,
Hall
GL,
Culver
BH,
et
al. Multi-ethnic
reference
values
for
spirometry
for
the
3---95-
yr
age
range:
the
global
lung
function
2012
equations. Eur
Respir
J. 2012;40:1324---43. 15. Chatkin
MN,
Menezes
AM. The
association
between
low
birth-
weight
and
asthma:
a
systematic
literature
review. Rev
Panam
Salud
Publica. 2005;17:102---9. 25. Quanjer
PH,
Pretto
JJ,
Brazzale
DJ,
Boros
PW. Grading
the
severity
of
airways
obstruction:
new
wine
in
new
bottles. Eur
Respir
J. 2014;43:505---12. 16. Siltanen
M,
Savilahti
E,
Pohjavuori
M,
Kajosaari
M. Respiratory
symptoms
and
lung
function
in
relation
to
atopy
in
children
born
preterm. Pediatr
Pulmonol. 2004;37:43---9. 26. Gough
A,
Spence
D,
Linden
M,
Halliday
HL,
McGarvey
LP. General
and
respiratory
health
outcomes
in
adult
survivors
of
bronchopulmonary
dysplasia:
a
systematic
review. Chest. 2012;141:1554---67. 17. May
C,
Kennedy
C,
Milner
AD,
Rafferty
GF,
Peacock
JL,
Greenough
A. Lung
function
abnormalities
in
infants
devel-
oping
bronchopulmonary
dysplasia. Arch
Dis
Child. 2011;96:
14---9. 27. Hacking
DF,
Gibson
AM,
Robertson
C,
Doyle
LW,
Victorian
Infant
Collaborative
Study
Group
(VICS). Respiratory
function
at
age
8---9
after
extremely
low
birth
weight
or
preterm
birth
in
Victoria
in
1997. Pediatr
Pulmonol. 2013;48:449---55. 18. Conflicts
of interest Sanchez-Solis
M,
Garcia-Marcos
L,
Bosch-Gimenez
V,
Pérez-
Fernandez
V,
Pastor-Vivero
MD,
Mondéjar-Lopez
P. Lung
function
among
infants
born
preterm,
with
or
without
bronchopulmonary
dysplasia. Pediatr
Pulmonol. 2012;47:674---81. 28. Kotecha
SJ,
Edwards
MO,
Watkins
WJ,
Henderson
AJ,
Paranjothy
S,
Dunstan
FD,
et
al. Effect
of
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birth
on
later
FEV1:
a
systematic
review
and
meta-analysis. Thorax. 2013;68:760---6. 19. Vrijlandt
EJ,
Kerstjens
JM,
Duiverman
EJ,
Bos
AF,
Reijneveld
SA. Moderately
preterm
children
have
more
respiratory
problems
during
their
first
5
years
of
life
than
children
born
full
term. Am
J
Respir
Crit
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Med. 2013;187:1234---40. 29. Been
JV,
Lugtenberg
MJ,
Smets
E,
van
Schayck
CP,
Kramer
BW,
Mommers
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al. Preterm
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wheezing
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WH
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Moss
RB,
Carlisle
KB,
Parker
BR,
Popp
RL,
Pitlick
PT,
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al. Late
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sequelae
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dysplasia. N
Engl
J
Med. 1990;323:1793---9. 30. Guimarães
H,
Rocha
G,
Pissarra
S,
Guedes
MB,
Nunes
T,
Vitor
B. Respiratory
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with
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bronchopulmonary
dys-
plasia. Clinics. 2011;66:425---33. 21. Narang
I,
Rosenthal
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Cremonesini
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Silverman
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Bush
A. Lon-
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|
https://openalex.org/W2603613273
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https://revije.ff.uni-lj.si/MuzikoloskiZbornik/article/download/5532/5273
|
Slovene
| null |
Izdelovalci glasbil na Slovenskem 1606–1918
|
Muzikološki zbornik/Muzikološki zbornik
| 2,003
|
cc-by-sa
| 14,250
|
Instrument Makers in Slovenia 1606- tov, orgle,
na, pihala,
Keywords: instrument making, organ
piano, harmonium, strings, violin, w
brass, percussion Ključne besede: izdelovanje inštrum
klavikord, klavir, harmonij, godala, vio
trobila, tolkala Imena izdelovalcev
izvirni obliki, ponekod pa so doda
priimkov in imen, ki jih najdemo v p
Pri rojstnih podatkih so navedene le
smrti ter natančni datumi, kadar so z
rih, kjer čas rojstva ni ugotovljen,
letnice delovanja posameznika. Pri
(Zeichen), Martin (1855-1863). Pri po
čih več navedb, npr. izdelovalec orgel
vec z glasbili ... Kadar so posamez
manjših krajih, je zaradi boljše preg
njeno bližnje večje mesto. Pri pome
strih sta strnjena vrednotenje njih
pomen za slovenski oz. širši evropsk
vitalnimi podatki so rojstni kraj, pom
vanja, pridobivanje meščanskih in m
vic (pri mojstrih tudi okoliščine, ka
obrtnih pravic: npr. nakup, poroka
nega mojstra). Sledijo vrste izdelkov
lovali v posamezni delavnici (npr. harmoniji ,„), območje delovanja (
omenjeni kraji in cerkve, kjer so bil
ljene, kam so jih prestavljali in kje
danes), velikost delavnice, proizvo
likost opusa pri orglarjih), število p
vajencev ter njihova imena. Nato
izboljšave pri inštrumentih, razstave
grade ter preimenovanje delavnice
Posebna rubrika je namenjena nave
inštrumentov v javnih zbirkah, pri
števane muzejske in zasebne zbirk
tujem. Orglarska dediščind je pre
območju delovanja posameznika. S
lavnice in morebitne selitve. Na kon
loš]j:em redu navedeni viri, in sicer li
stojne publikacije, članki v periodi
dela, razstavni katalogi, zborniki in
gesla), revije in časopisi ter arhivski a metodolo-
eški leksiko-
o zapisana v
še različice
marnih virih. ice rojstva in
ani. V prime-
rature. In order to achieve greater
cessibility as regards the history
making and our knowledge of indi
at as of utmost importance to sum up
results an the form of headwords, to
most vita! <lata, so that users wall h
cess to: desired information. pomembne
er: CAJHEN,
licu je mogo-
organist, trgo-
ki delovali v
ednosti ome-
bnejših moj-
ega dela ter
prostor. Med
čniška poto-
ojstrskih pra-
o je prišel do
vdovo obrt-
ki so jih izde-
lavirji, orgle,
i orglarjih so
orgle postav-
o ohranjene
nja (npr. ve-
močnikov in
iznajdbe in
riznanja, na-
n nasledniki. bi ohranjenih
emer so upo-
doma in na
tavljena pri
di naslov de-
u so v krono-
ratura (samo-
, diplomska
ksikografska
ri. The formation of headwords has tak
the methodology that has asserted it
and English lexicographic, literature
of individual makers are registered
nal form, though an some cases var
mes and first names, found in prima
also added. Proučevanje zgodovine izdelovanja inš
posameznih izdelovalcev na Slovenske
ge tradicije. Na ta del glasbene preteklos
no in drugo javnost prvi opozoril Josip
60-letnici ljubljanske Glasbene matice
je ob tej priložnosti v Narodnem dom
organizirala veliko razstavo Razvoj glasb
cih, kjer so bili z izdelki predstavljeni
starejši in sodobni domači izdelovalci in
Med najmanj razvitimi segmenti muziko
venskem sta organologija glasbenih inš
zgodovina izdelovanja glasbil. Večje st
zornosti so bile deležne predvsem org
Orglarstvo in posamezne mojstre so od
tih let naprej proučevali Ladislav Šaban,
in Edo Škulj, v zadnjem desetletju pa
zanimanje še za izdelovalce drugih inšt
so v preteklih stoletjih delovali na ozem
Slovenije. Rezultati posameznih študij
v različnih publikacijah, revijah, zbornik
nih, nekaj podatkov o izdelovalcih pa n
v tuji literaturi. Da bi bilo poznavanje zgo
lovanja glasbil in posameznih mojstrov
no in dostopnejše, je nujno, da objavlj
strnemo v obliki gesel z vsemi najbolj v
datki, s čimer bodo imeli uporabniki b
do informacij. mentov in
nima dol-
e strokov-
antuani ob
a 1932, ki
v Ljubljani
pri Sloven-
di nekateri
rumentov. ije na Slo-
mentov in
kovne po-
in orglarji. demdese-
ilko Bizjak
stopnjuje
mentov, ki
u današnje
objavljeni
in leksiko-
demo tudi
vine izde-
j pregled-
e dosežke
alnimi po-
ši dostop
Historical studies of instrument makin
dual makers do not have a long tradit
nia. Attention to this segment of our
was for the first tirne drawn by Josip M
the occasion of the both anniversary o
na Glasbena matica (i.e. Musical associ
fessional musicians, connoisseurs
lovers); in 1932, when, in the Nation
Ljubljana, a big exhibition - The Dev
Music with the Slovenes - was organiz
ing also severa! products of some old
contemporary narive instrument maker
least developed segments of musicolo
nia are organology of musical instrum
story of instrument making. Neverthele
degree of professional attention has be
organs and organ builders. Ever since
ties, Ladislav Šaban, Milko Bizjak, an
have done research in organ building
vidual organ makers, whereas during t
de there has been growing interest in
ment makers, active in the past centurie
territory of today's Slovenia. The resu
studies have been printed in various p
magazines, collections of scholarly pap
cyclopaedias, while some of the <lata r
strument makers can be found also in MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA Pri oblikovanju gesel je bila upoštev
gija, ki se je uveljavila v nemški in an
grafski literaturi. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
Uvod MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
Uvod 1 Josip Mantuani, Katalog razstave: Razvoj glasbe pri Slovencih, rokopis razmnožila Glasbena matica v Lj
2 J. Mantuani, n. d„ Predgovor.
3 Ugotovitve avtorjev so strnjene v: L. Šaban, Orgulje slovenskih graditelja u Hrvatskoj, v: Muzikološki zborn
gical annual XV (1979), str. 13-41; M. Bizjak/E. Škulj, Orgle na Slovenskem, Ljubljana 1985; E. Škulj
Knjižica Cerkvenega glasbenika, zv. 10, Ljubljana 1992; isti, Orgle v Ljubljani, Celje 1994.
Prim. Darja Koter, Glasbilarstvo na Slovenskem, Maribor 2001.
5 Prvič je bil zgodovinski razvoj glasbilarstva na Slovenskem objavljen v Muzički enciklopediji (Zagreb 1974
geslo: Gradenje umetničkih muzičkih instrumenata). Geslo (avtor ni naveden) prlnaša kratek pregled
inštrumentov s tipkami, nekaj goslarjev ter po enega izdelovalca tamburic in harmonik. Druga sinteza je bi
deset let kasneje v Leksikonujugoslavenske muzike(Zagreb 1984, zv. 1, str. 286, geslo: Gradenje umetničk
instrumenata), kjer pa ni bistvenih dopolnil.
R. Vannes, Dictionnaire Universal des Luthiers, Les amis de la Musique, Bruxelles 1979. V abecednem redu
·>Baide Ivan, Blasich Giovanni, Blasich Louis, Boštjan Rihar, Demšar Blaž, Dolenz Giovanni, Dolenz Gius
Jože, Ivančič August, Kantušar Jože, Lukas Gabriel, Lukeschitz Mathias, Mouchitch Mihael, Sancin Ivan, S
milien in Kosovel Eugen"; C. Woodcock, Dictionary oj contemporary Violin and Bowmakers, Brighton
navaja naslednje goslarje: "Baide Ivan, Blejz Alejz, Boštjan Anton Rihar, Ivančič August, Kantušar Joze, Lu
Lukesic Mathias, Marolti Franjo, Modic Ivan, Music Mihael in Stendler Anton". Nekatere omenja tudi Rok K
lina, Ljubljana 1996, str. 74-81). R. Vannes, Dictionnaire Universal des Luthiers, Les amis de la Musique, Bruxelles 1979. V abecednem redu
·>Baide Ivan, Blasich Giovanni, Blasich Louis, Boštjan Rihar, Demšar Blaž, Dolenz Giovanni, Dolenz Gius
Jože, Ivančič August, Kantušar Jože, Lukas Gabriel, Lukeschitz Mathias, Mouchitch Mihael, Sancin Ivan, S
milien in Kosovel Eugen"; C. Woodcock, Dictionary oj contemporary Violin and Bowmakers, Brighton
navaja naslednje goslarje: "Baide Ivan, Blejz Alejz, Boštjan Anton Rihar, Ivančič August, Kantušar Joze, L
Lukesic Mathias, Marolti Franjo, Modic Ivan, Music Mihael in Stendler Anton". Nekatere omenja tudi Rok
lina, Ljubljana 1996, str. 74-81). The years of birth and d
and, if possible, the exact <lata as well
the <late of birth cannot be establis
years of each individual are of gre
Example: CAJHEN', (Zeichen), Mart
As regards their trade, there as a v
sibilities, e.g. organ builder, organi
dealer . „ In cases when individuals
smaller places, the first bigger town n
tioned for the sake of clarity. With
men, a condensed evaluation as giv
account their role an Slovenia or, an
se, within the European framework
importance are <lata concerning the
years of trave! as a trainee, acquisiti
master rights (as for masters, also t
ces under which they acquited thei
ce: e.g. through; payment, or by
widow of a deceased master craftsm
followed by the type of products m
dual workshops (e.g. pianos, org
ums „.), region of activity (with org
places and churches were the orga
also where they were transferred to, a
remain preserved today), worksho
assistants and apprentices, as well a
Further, as follows: inventions and i
exhibitions, acknowledgements, pr
renaming of the workshop, successor
A special rubric is intended for stati
that are preserved in public collect
ums, as well as in private assemblage
abroad. The heritage of organ build
ted in connection with the region of
follows the address of the workshop
changes of dwellings. At the end, so
stated in chronological order: litera
dent publications, articles in periodica
or rather diploma works, exhibition
thologies and lexicographic headwor
and newspapers, as well as archival 3 Ugotovitve avtorjev so strnjene v: L. Šaban, Orgulje slovenskih graditelja u Hrvatskoj, v: Muzikološki zborn
gical annual XV (1979), str. 13-41; M. Bizjak/E. Škulj, Orgle na Slovenskem, Ljubljana 1985; E. Škulj
Knjižica Cerkvenega glasbenika, zv. 10, Ljubljana 1992; isti, Orgle v Ljubljani, Celje 1994. 5 Prvič je bil zgodovinski razvoj glasbilarstva na Slovenskem objavljen v Muzički enciklopediji (Zagreb 1974
geslo: Gradenje umetničkih muzičkih instrumenata). Geslo (avtor ni naveden) prlnaša kratek pregled
inštrumentov s tipkami, nekaj goslarjev ter po enega izdelovalca tamburic in harmonik. Druga sinteza je b
deset let kasneje v Leksikonujugoslavenske muzike(Zagreb 1984, zv. 1, str. 286, geslo: Gradenje umetnič
instrumenata), kjer pa ni bistvenih dopolnil. 2 J. Mantuani, n. d
3 1 Josip Mantuani, Katalog razstave: Razvoj glasbe pri Slovencih, rokopis razmnožila Glasbena matica v L
2 J. Mantuani, n. d„ Predgovor.
3 U
i
j
j
Š b
O
lj
l
kih
di lj
H
k j
M
ik l ški b Proučevanje zgodovine izdelovanja inštrumentov in posameznih izdelov
Slovenskem nima dolge tradicije. Na ta del glasbene preteklosti je strokovn
go javnost prvi opozoril]osip Mantuani ob 60-letnici ljubljanske Glasbene m
je ob tej priložnosti organizirala „prvi slovenski glasbeni festival v Ljubljani"
gramu slovesnih dogodkov je bila spomladi leta 1932 v Narodnem domu v
tudi velika razstava z naslovom Razvoj glasbe pri Slovencih. 1 To je bila pr
predstavitev slovenskih glasbenih dosežkov. Kot je zapisal Manuani, »ni bilo
sti še nikdar združenih toliko dokazil naše glasbene kulture[ ... ], četudi je v
skica in oblika skrajno skromna".2 Na razstavi so bili z izdelki predstavljeni tu
teri starejši in sodobni domači izdelovalci inštrumentov. Mantuanijev posku
zametek predstavitve domače glasbene stroke, ki pa v naslednjih letih v
obliki ni doživel širše nadgradnje. Žal tudi sedemdeset let po tem dogodku
še nimamo zaokrožene muzejske zbirke, ki bi jo lahko imenovali „slovenski
muzej". Kljub temu ugotavljamo, da je bilo na določenih glasbenozgod
področjih do danes veliko storjenega, nekatere dele glasbene preteklosti pa
mo šele zadnji čas. Med najmanj razvitimi segmenti muzikologije na Sloven
gotovo organologija glasbenih inštrumentov in zgodovina izdelovanja glasb
strokovne pozornosti so bile deležne predvsem orgle in orglarji, zato ne pr
da sta zgodovina orglarstva in organologija orgel pri nas med najbolj raz
Orglarstvo in posamezne mojstre so od sedemdesetih let naprej proučevali
Šaban, Milko Bizjak in Edo Škulj.3 V zadnjem desetletju pa se stopnjuje zani
za izdelovalce drugih inštrumentov, ki so v preteklih stoletjih delovali na
današnje Slovenije.4 Rezultati posameznih študij so objavljeni v različnih
cijah, revijah, zbornikih in leksikonih,5 nekaj podatkov o izdelovalcih pa
tudi v tuji literaturi.6 Da bi bilo poznavanje zgodovine izdelovanja glasbil
meznih mojstrov bolj pregledno in dostopnejše, je nujno, da objavljene dosež
mo v obliki gesel z vsemi najbolj vitalnimi podatki, s čimer bodo imeli up
boljši dostop do informacij. Navodila za u Pri oblikovanju gesel sem upoštevala metodologijo, ki se je uveljavila
angleški leksikografski literaturi. Imena izdelovalcev so zapisana v iz
ponekod pa so dodane še različice priimkov in imen, ki jih najdemo v
virih. Pri rojstnih podatkih so navedene letnice rojstva in smrti ter natan
kadar so znani. V primerih, kjer čas rojstva ni ugotovljen, so pomembne l
vanja posameznika. Primer: CAJHEN, (Zeichen), Martin (1855-1863). Pr
mogočih več navedb, npr. izdelovalec orgel, organist, trgovec z glasbili
posamezniki delovali v manjših krajih, je zaradi boljše preglednosti omen
večje mesto. Pri pomembnejših mojstrih sta strnjena vrednotenje njihov
pomen za slovenski oz. širši evropski prostor. Med vitalnimi podatki so
pomočniška potovanja, pridobivanje meščanskih in mojstrskih pravic (
tudi okoliščine, kako je prišel do obrtnih pravic: npr. nakup, poroka z vd
ga mojstra). Sledijo vrste izdelkov, ki so jih izdelovali v posamezni del
klavirji, orgle, harmoniji ... ), območje delovanja (pri orglarjih so omen
cerkve, kjer so bile orgle postavljene, kam so jih prestavljali in kje so oh
nes), velikost delavnice, proizvodnja (npr. velikost opusa pri orglarjih), šte
nikov in vajencev ter njihova imena. Nato so iznajdbe in izboljšave pri in
razstave, priznanja, nagrade ter preimenovanje delavnice in nasledniki. P
brika je namenjena navedbi ohranjenih inštrumentov v javnih zbirkah, p
upoštevane muzejske in zasebne zbirke doma in na tujem. Orglarska d
predstavljena pri območju delovanja posameznika. Sledi naslov delavni
bitne selitve. Na koncu so v' kronološkem redu navedeni viri, in sicer lit
mostojne publikacije, članki v periodiki, diplomska dela, razstavni katalo
in leksikografska gesla), revije in časopisi ter arhivski viri. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
št.
ur.
ZAL
ZAP
zap. št.
zv.
številka
urednik
Zgodovinski arhiv Ljubljana
Zgodovinski arhiv Ptuj
zaporedna številka
zvezek MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
št. ur. ZAL
ZAP
zap. št. zv. številka
urednik
Zgodovinski arhiv Ljubljana
Zgodovinski arhiv Ptuj
zaporedna številka
zvezek MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
št. ur. ZAL
ZAP
zap. št. zv. številka
urednik
Zgodovinski arhiv Ljubljana
Zgodovinski arhiv Ptuj
zaporedna številka
zvezek Lit BETZ 1992: BETZ, Mariane, Der Czakan und seine Musik, Schneider, Tutz
BIZJAK/ŠKULJ 1985: BIZJAK, Milko - ŠKULJ, Edo, Orgle na Slovenskem,
1985. CARDANA 1973: CARDANA, Iris, L'arcidiocesi di Gorizia, L'arte degli or
Friuli Venezia Giulia, 1973. EBERSTALLER 1955: EBERSTALLER, Oskar, Orgeln und Orgelbauer in O
Graz - Koln 1955. JEDRLINČIČ/KOMEL 1990:JEDRLINČIČ, JEDRLINČIČ/KOMEL 1990:JEDRLINČIČ, Alda-KOMEL, Zdenka, Ivan Kaci
1853)- orglar in Paul]. Šifler (*1911) - skladatelj in organist (diplom
ga), Univerza v Ljubljani, Pedagoška fakulteta (1990). KOTER 2001: KOTER, Darja, Glasbilarstvo na Slovenskem, Ma
LAVRIČ
LAVRIČ,
l
l
bl
k
k f LAVRIČ 1988: LAVRIČ, Ana, Vloga ljubljanske
likovni umetnosti J-II, SAZU, Ljubljana 198 LAVRIČ 1988: LAVRIČ, Ana, Vloga ljubljanskega škofa Tomaža Hrena v
likovni umetnosti J-II, SAZU, Ljubljana 1988. MEDER 1992: MEDER, Jagoda, Orgulje u Hrvatskoj, Zag
MOČNIK
MOČNIK, MOČNIK 1996: MOČNIK, Janez, Gregor Rihar - I, v: Naši zbori 48 0996
PUNGARTNIK 1990 PUNGARTNIK A d
j
Sl
ki i d l
l i
d PUNGARTNIK 1990: PUNGARTNIK, Andreja, Slovenski izdelovalci goda
letju (diplomska naloga), Univerza v Ljubljani, Pedagoška fakulteta (1
ik
l
b
l
j blj
i
d l STESKA 1929: STESKA, Viktor, Javna glasbena šola v Ljubljani od leta 1816
v: Cerkveni glasbenik LII (1929). Š
Š ŠABAN 1979: ŠABAN, Ladislav, Orgulje Slovenskih graditelja u Hrvatskoj, v
loški zbornik/Musicological annual XV, Ljubljana 1979. Š
1992 Š
d
O
l
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C
k
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ik ŠKULJ 1992: ŠKULJ, Edo, Orglarstvo, Knjižica Cerkvenega glasbenika, zv
Ljubljana 1992. Š
Š ŠKULJ 1994: ŠKULJ, Edo, Orgle v Ljubljani, C
ŠKULJ 2001 ŠKULJ Ed
H
k
k ji ŠKULJ 2001: ŠKULJ, Edo, Hrenove korne knjige, Ljublj Kratice
C. cerkev
CG
Cerkveni glasben
Cod. Codex
f. folija
fasc. fascikel
inv. št. inventarna števil
kat. katalog
l. leto
NAL
Nadškofijski arhi
NAZ
Nadškofijski arhi
ok. okrog
op. opus
reg. register
sign. signatura
st. stoletje
šk. škatla Revije i Cerkveni glasbenik (1929, 1940, Cerkveni glasbenik (1929, 1940, Cerkveni glasbenik (1929, 1940, Cerkveni glasbenik (1929, 1940, 1988, 1990). Kronika slovenskih mest I, II (1935). Laibacher Zeitung (1848). Naši zbori 48 0996), št. 1-2. Novice kmetijskih, rokodelskih in narodskih reči (1845-69
Zgodnja Danica (1864). Kronika slovenskih mes Kronika slovenskih mes Laibacher Zei Naši zbori 48 09 Novice kmetijskih, rokodelskih in narodskih reč Novice kmetijskih, rokodelskih in narodskih re Zgodnja Da MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNU CLINKSCALE 1999: CLINKSCALE, Novak Martha, Makers ojthe Piano, V
1860, Oxford University Press 1999. DOGULIN 1994: DOGULIN, Adriano, II Civico Museo Teatrale ·Carla
Triest.e, /kat./, Triest 1994. EDITION BIZJAK 1992: Ptujska zbirka VII, Edition B HOPFNER 1999: HOPFNER, Rudolf, Wiener Musikinstmmentenmacher:
Adressenverzeichnis und Bibliographie, Kunsthistorisches Museum
ing 1999. Adressenverzeichnis und Bibliographie, Kunsthistorisches Museum
ing 1999. g
JALOVEC 1968: JALOVEC, Vinko, Encyclopedia oj Violin - Makers, vol. 1968. MANTUANI 1932: MANTUANI, Josip, Razvoj glasbe pri Slovencih, /kat
matica Ljubljana, Ljubljana 1932. Publikacije ZAL 1971, 1972, 1977
Publikacije Zgodovinskega arhiva Ljubljana, zvezek 1, 2, 3, 4, Lju
1972, 1977. STRADNER 1986: STRADNER, Gerhard, Musikinstmmente in Grazer
Wien 1986. STRADNER 1986: STRADNER, Gerhard, Musikinstmmente in Grazer S
Wien 1986. SUPPAN 1962 1966 SUPPAN W l
S i
i
h M
ikl
ik
G
19 SUPPAN 1962-1966: SUPPAN, Walter, Steierische Musiklexikon, Graz VANNES 1979: VANNES, Renne, Dictionnaire Universal des Luthiers, Le
Musique, Bruxelles 1979. WATTERHOUSE 1993: WATTERHOUSE, William, The New Langwill Ind
nary oj Musical Wind Instrument Makers and Inventors, London 19 WITT de 1912: WITT de, Paul, Welt Adressbuch der gesamten Musikins
Industrie, Leipzig 1912. WITT de 1925/26: WITT de, Paul, Welt Adressbuch der Musik - Indus
Leipzig 1925/26. WOODCOCK 1965: WOODCOCK, Cyril, Dictionary oj Contemporary
Bowmakers, Brighton Sussex England 1965. WOODCOCK 1965: WOODCOCK, Cyril, Dictionary oj Contemporary Bowmakers, Brighton Sussex England 1965. Razstavni katalogi, zborniki in le BOTSTIBER 1911: BOTSTIBER, Hugo, Musikbuch aus Osterreich, Wien -
1911. CLINKSCALE 1993 CLINKSCALE N
k M
h
M k
j h Pi
V l CLINKSCALE 1993: CLINKSCALE, Novak Martha, Makers oj the Piano, Vol. 1820, Oxford University Press 1993. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL NAL, Nadškofijski arhiv - KAL, ma - Gornji grad A- folija 79, Korespondenca škofa Tomaža Hrena 15 - Gornji grad A- folija 79, Korespondenca škofa Tomaža Hrena 1 ZAL, Zgodovinski arhiv - ZAL, Code - ZAL, Code - ZAL, Codex XIII/36 - ZAL, Codex XIII/36 - ZAL, Reg. I, mapa 19, fol - ZAL, Reg. I, mapa 19, fo - ZAL, Burgerverzeichnis der Domstadt Laibach 1786-1899, s - ZAL, Burgerverzeichnis der Landeshauptstadt Laibach 1786-1867, Laib
sign. 787, - ZAL, \;onscriptions Aufnahms Bogen vom Jahre 1830, škatla 29 (1 - ZAL, Einnahmen- und Ausgabenbuch 1581-1731, Codex XIII/120 (170 - ZAL, Einnahmen- und Ausgabenbuch 1581-1731, Codex XIII/224 (1707) - ZAL, Einnahmen- und Ausgabenbuch 1581-1731, Codex XIII/224 (170 Arhivs Arhiv mestne cerkve sv. Ju
- Mrliške knjige 1805-1838 Arhiv mestne cerkve sv. Jur
- Mrliške knjige 1805-1838 Arhiv mestne cerkve sv. Ju
- Mrliške knjige 1805-1838 - Mrliške knjige NAZ, Nadškofijski arhi NAZ, Nadškofijski arhi - Acta Capit. Ant„ mapa 101 ZAL, Zgodovinski arhiv BILLICH, Jernej ( ,
j (
)
Orglar v Slovenj Gradcu. Doma je bil iz Trnovelj pri Celju. Leta 184
orgle za cerkev v Preboldu. Literatura: BIZJAK/ŠKUL Literatura: BIZJAK/ŠKUL BILLICH, Karl (Carl), Orglar in mizar iz Slovenj Gradca. Deloval je predvsem v Avstriji (186
je sin orglarja Jerneje Billicha. Izdeloval je enomanualne (6--8 registrov
dvomanualne orgle (do 12 registrov). Leta 1864 je uglaševal orgle na Pes
četrtku, kjer se je podpisal kot »Orglar v Slovenj Gradcu" (·Orgelbauer in
Naročila je izpolnjeval tudi za cerkve na avstrijskem Koroškem in
(Lawamtind, 1866; Wiel, 1876; Gaisgorn, 1884; Hohenburg, 1885; Graz
berg, 1886; Kumberg, 1887; Neumarkt, 1887; Assach, 1892). g
g
)
Literatura: EBERSTALLER 1955, 134, 158, 160, 164, 170, 174, 179, 18
215, 229, 237; BIZJAK/ŠKULJ 1985, 50. ZAP, Zgodovinski - ZAP, Fond Bezirkshauptmannschaft Pettau 17 - ZAP, Grundbuch R - 501, Hau MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA BAJDE, Ivan ( Izdelovalec violin, samouk. Delal je po Stradivarijevih modelih. Ro
Ljubljani, kjer je tudi umrl. Skonstruiral je "claviolino", inštrument, ki zdru
in harmonij. Literatura: WOODCOC Literatura: WOODCOC BILLICH, Jernej (1840-1860)
Orglar v Slovenj Gradcu. Doma je bil iz Trnovelj pri Celju. Leta 184
orgle za cerkev v Preboldu. Lit
t
BIZJAK/ŠKULJ 1985 120 DERNIČ, Anton (*18 Orglar iz Radovljice. Deloval je predvsem na Gorenjskem. Njegove najve
s tremi manuali so v romarski cerkvi na Brezjah na Gorenjskem (1913). S
podjetja Mauracher iz St. Florijana v Zgornji Avstriji je prestavil iz altane na g
in jih povečal oziroma izdelal nove s 47 registri. Drugi pomembnejši inštru
Ljubljana Šentvid (33 registrov), Blejski otok (1912, 20 registrov), Brdo pri
Kropa pri Kapelici in Besnica. Na Hrvaškem je postavil dvoje orgel (Trviž,
Vid na Krku, 1913), ene pa na avstrijskem Koroškem (Maria Gail). Vse D
orgle so pnevmatične z romantično dispozicijo. Literatura: EBERSTALLER 1955, 192; ŠABAN 1979, 34, 36; BIZJAK/ŠK
172, 174; ŠKULJ 1992, 13. Literatura: EBERSTALLER 1955, 192; ŠABAN 1979, 34, 36; BIZJAK/Š
172, 174; ŠKULJ 1992, 13. BRANDL, Josip (JoseD, ( p
Orglar, izdelovalec harmonijev in klavirjev v Mariboru. Bil je eden na
izdelovalcev orgel z romantično dispozicijo in pnevmatsko trakturo ter
izdelovalcev klavirjev oziroma pianinov na Slovenskem od konca 19. d
stoletja. V Maribor je prišel iz Eisendorfa na Bavarskem. Delavnico, ki je km
v podjetje, je v Mariboru ustanovil l. 1893. V Brandlovem podjetju (·:Jos
Orgelbau Anstalt / Marburg a(n)D(rau}.) so izdelali ok. 150 orgel, večino
ve na slovenskem Štajerskem. Največje orgle so v Brestanici (Rajhenburg)
(1914, 40 registrov). Brandl je pri teh orglah čisto pnevmatiko že zamenj
mi na stožce (»Kegellade") in vgradil "Meidingetjev ventilator", kar je omogo
brez mehača. Med pomembnejšimi so orgle v mariborski frančiškanski c
op. 70, 34 registrov) in v tamkajšnji stolnici (30 registrov). Zaradi zastarel
oziroma pnevmatike je bila večina njegovih izdelkov v drugi polovici 20. na oziroma uničena. Brandl je bil poslovno zelo uspešen tudi na Hrvaš
podjetje postavilo več kot 50 orgel (Varaždin - c. sv. Nikole, 1895, 20 reg
Marije, 1933, 28 registrov; Dubrovnik- c. sv. Vlaha, 1937, op. 144, 30 reg
tat, 1938, op. 149). Nekaj manjših orgel (do 23 registrov) so izdelali tudi z
avstrijskem Štajerskem (St. Georgen im Lavanttal, 1906; StrafS, 1910; Leuts
Gamlitz, 1913; Wundschuh, 1914). Pianine so v Brandlovem podjetju izde
vsem v 20. in 30. letih 20. st„ nekaj inštrumentov je evidentiranih v zase
proizvodnja in dediščina harmonijev pa še nista raziskani. Kot pomočn
Jakob Prašnik, ki je občasno samostojno popravljal orgle različnih izdelo
1904 je Brandl za svoje orgle v Neaplju prejel priznanje »Grand Prix". CAJHEN (Zeichen), Martin (18 CAJHEN (Zeichen), Martin (18 Orglar iz Polzele. Deloval je v širši okolici Celja. Izhaja iz Trbovelj. Orgla
izučil pri Aloisu H6rbigetju (*1810t1872), odličnem tirolskem mojstru, ki je
Celju, nato pa na Dunaju. Cajhnova vajeniška doba je trajala od ok. l. 1842
nato pa je bil prib. šest let pomočnik (1848-1854 ali 1855). H6rbiger ga je z
kar pottjujejo njegova priporočilna pisma (datirana za čas med l. 1848 in 1
je Cajhen označen kot izvrsten orglar in mojstrov najboljši pomočnik, pose
poudarjeno, da je sposoben najzahtevnejših naročil doma, pa tudi v drugih
Znane so samo ene Cajhnove orgle (Šoštanj, 1863, 16 registrov), največkrat je
kot popravljalec inštrumentov. Literatura: BIZJAK/ŠKULJ 1985, 158; KOTER 2001, 106; Novice kmetijsk
delskih in narodskih reči, XVII (1859), št. 7, 50. Literatura: EBERSTALLER 1955, 171, 189, 209, 222, 237; ŠABAN 1979, 3
ŠKULJ/BIZJAK 1985, 178, 204; MEDER 1992, 84, 91, 218; KOTER 2001, 108 Literatura: EBERSTALLER 1955, 171, 189, 209, 222, 237; ŠABAN 1979, 3
ŠKULJ/BIZJAK 1985, 178, 204; MEDER 1992, 84, 91, 218; KOTER 2001, 108 Literatura: EBERSTALLER 1955, 171, 189, 209, 222, 237; ŠABAN 1979, 3
ŠKULJ/BIZJAK 1985, 178, 204; MEDER 1992, 84, 91, 218; KOTER 2001, 108 MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA ene Devove orgle (Gerovo, 1856, 12 registrov). V njegovi delavnici se je Vrabec (*1827t1898), kasneje samostojni orglar v Mokr (
)
j
j
g
Naslov: Sevnica ob Savi (ok. 1854), Ljubljana, Breg (1 Literatura: STESKA 1929; BIZJAK/ŠKULJ 1985, 130, 136, 214;
102-103. Časopis: Novice kmetijskih, rokodelskih in narodskih reči, št. 63 (1863
(1869), 226--227. Časopis: Novice kmetijskih, rokodelskih in narodskih reči, št. 63 (18
(1869), 226--227. DEV (Deu), Franc Ksaver (*1 Orglar, izdelovalec glasbenih avtomatov in harmonijev iz Ljubljane. Ro
kronogu na Dolenjskem. Preden je prišel v Ljubljano, je imel delavnico v S
Savi. Sodi med pomembnejše slovenske orglarske mojstre inštrumentov s kla
dispozicijo. V zgodnjih 50. letih 19. st. se je učil na Dunaju, najverjetneje v
Carla Hessa (*1808t1882). V Ljubljano je prišel ok. l. 1854, ko je popravlja
tamkajšnji Javni glasbeni šoli. Dev se je vodstvu šole ponudil, da bi izdelal n
za 100 goldinatjev in popravil šolski klavir. Naročilo je dobil in ga naslednje
izpolnil. Njegova delavnica je izdelala več dobrih inštrumentov (Rogaška Slati
večina je uničenih ali predelanih, do danes pa so se ohranile le dvojne orgl
Rob na Dolenjskem, ok. 1872, signatura: „f. X. DEU / ORGLARSKI IZDELOV
LUBLANI·<). Iz časopisnih poročil je znano, da je izdeloval tudi glasbene av
valji na več melodij za rabo na cerkvenih korih v manjših cerkvah, 'kjer ni b
skih inštrumentov. Leta 1863 je Dev tovrstno „lajno" izdelal za cerkev v Pod
Vipavskem. Takšni avtomati so posnemali orgelski zvok, uporabljali pa so jih
ljavo k petju. Devova delavnica je izdelovala še harmonije. Na Hrvaškem EBNER, Leonhard Orglar v Mariboru. Deloval je na slovenskem Štajerskem in na Hrv
daljeval je šolo Aloisa Horbigerja (*1810t1872). Ebnerja prištevajo med n
nejše štajerske orglarje romantičnih orgel. Njegovi izdelki so sloveli po i
naciji posameznih registrov, cenili pa so tudi estetiko orgelskih omar. Iz
ske, tako kot Alois Horbiger, ki je ok. l. 1842 ustanovil delavnico v Celju. nekaj let pri Horbigerju pomočnik, l. 1855, ko se je mojster odselil na Du
osamosvojil in odprl lastno obrt v Mariboru, kjer je deloval vsaj do l. izdelal orgle za cerkev sv. Križa nad Mariborom. Prve orgle, ki so ene izm
ohranjenih do danes, je postavil na Ponikvi pri Celju (1857, 22 registro
značilen register »Schlagwerk· oz. t. im. »turška muzika•, ki sta ga na
vgrajevala še Horbiger in Johann Gottfried Kunat (*pred 1790t po 184
pomembnejše orgle so bile v stolni cerkvi v Mariboru (1859, 25 registro
pri Celju (1868) in Ormožu. V slednjih je zapis o izdelovalcu orgel in ohiš
1868 im Monat November wurde dieses Werk durch Leonhard Ebner
verfertigert. Die aussere Ausstatung durch den hiesigen Mahler l. K. Lieb
pa so pripisani še šaljivi verzi na račun organista („Spiele mich fein, Be
recht, Damit es tone nicht schlecht, Und Harmonie wird sein; Jede falsch
Quint Sei dir, Organist, Todsund!·). Ebner je postavil orgle še v Framu p
Sv. Jakobu v Slovenskih goricah, na Gori Oljki pri Celju in v Veliki Nedel
žu. Na Hrvaškem sta znana dva njegova inštrumenta (Krapinske Topl
Marija na Muri, 1870). Literatura: ŠABAN 1979, 31, 38; BIZJAK/ŠKULJ 1985, 94, 132, 140, 144
1992, 13-14. ECHTER, Johann Qanez), (1820)
Izdelovalec kitar, citer, dud in igrajočih ur v Ljubljani v prvi tr
Literatura: Publikacije ZAL 0977), zv. 4, 67; KOTER 2001, 14 Izdelovalec kitar, citer, dud in igrajočih ur v Ljubljani v prvi tr
Literatura: Publikacije ZAL 0977), zv. 4, 67; KOTER 2001, 14 EISL (Eisel, Eysl), Johann Georg Qohannes Georgius), (*1708t18. 11. Izdelovalec orgel in klavikordov v Ljubljani. Rodil se je v Salzburgu
okolici, kjer se je najverjetneje tudi izučil. Njegove orgle kažejo na avstrij
šolo in nekatere italijanske vzore, pripisujejo pa mu tudi poteze salzburšk
Johanna Christiana Egedacherja (*1664t1747). Eisl velja za osrednjo os
orglarji, ki so delovali v Ljubljani v drugi polovici 18. st., in je edini znani
klavikordov na Slovenskem. V Ljubljano je prišel vsaj l. 1740, ko je bil kr MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL prvi otrok. Od l. EBNER, Leonhard 1743 je bil pomočnik ljubljanskega orglarja Marka Gob
1710tpo 1751), ki je bil poročen z njegovo sorodnico Marijo Terezijo Eisl. P
smrti (med l. 1751 in 1753) je delavnico nasledil Eisl in postal zelo uspeš
Meščanske pravice je dobil šele 21. 2. 1763. Orgle je postavljal v različnih
Slovenskem in Hrvaškem (Marija Gorica, 1759). Evidentiranih je 15 orgel
vov. Najstarejše z ohranjeno etiketo s podpisom (•Joannes Georgius Eisl /
cher / 1753·) so v cerkvi pri Treh Farah pri Metliki. Med pomembnejšimi so
v Ljubljani (c. sv. Jakoba, 1780), v stolnici v Krki na Koroškem (1779-80)
mestu (1764). Večina ohranjenih je iz 60. let 18. st. V Eislovi delavnici so
tudi klavikorde. Ohranjena sta dva inštrumenta (eden ima ohranjeno etike
som delavnice in letnico 1757), ki imata značilnosti izdelkov avstrijsko-
prostora prve polovice 18. st. Izhajata iz ljubljanskega samostana uršulink. Inštrumenti: Ljubljana, Narodni muzej Slovenije, klavikord, inv. št. 16093
Literatura: ŠABAN 1979, 18--19; ŠKUIJ 1994, 147; KOTER 2001, 115--11 Inštrumenti: Ljubljana, Narodni muzej Slovenije, klavikord, inv. št. 16093
Literatura: ŠABAN 1979, 18--19; ŠKUIJ 1994, 147; KOTER 2001, 115--1 GOBL, Marko (Marc, Maks), (*pred 1710t po 1751)
Orglar v Ljubljani. Kot orglar ni imel meščanskih pravic, služboval je v st
vi v Ljubljani. Podpisoval se je kot ·Orgelmacher aus Laybach•. Leta 1733 se FABER, Paulus (16 Orglar iz Šoštanja pri Celju. V času med letoma 1616 in 1618 je v Ljubljan
ljal orgle v stolnici in orgelski rog na ljubljanskem gradu. Podpisal se je
celjske grofije (»Orgelmacher aus der Grafschaft cilli„). Literatura: NAL, KAL, fasc. 290/1; ZAL, Codex XII/36b, ŠKULJ 2001, FALLER (Failler, Fahler), Joannis Oohann), (*pred 1650 FALLER (Failler, Fahler), Joannis Oohann), ( pred 1650tpo 1717)
Orglar v Ljubljani. Meščanske pravice je dobil l. 1665 tako kot Mathias L
času med letoma 1671-1702 je bil edini orglar v Ljubljani z meščanskimi
(»Burger und Orgelmacher in Laybach·). Njegovi inštrumenti kažejo na tiro
ter na prepletanje italijanskih in nemških vplivov. Deloval je na Slovenskem
kem. Leta 1676 je izdelal orgelski rog v stolpu na ljubljanskem gradu, l. 16
(5 registrov), ki je danes v cerkvi sv. Primoža nad Kamnikom in je najstarejši
orgelski inštrument na Slovenskem. Na Hrvaškem je l. 1688 postavil orgle
strov) v cerkvi sv .. Katarine v Zagrebu, l. 1690 je popravljal orgle v zagrebšk
li, letnico 1699 pa imajo orgle, ki so danes v cerkvi v Sodražici na Dolenjsk p
j
g
Naslov: Ljubljana, Virantov trg (1678--1687), Florjanska ulica 29 (1687 Literatura: ŠABAN 1979, 14--16; BIZJAK/ŠKUL GOSTL, Andrej (Andro), (*1805t1885)
Orglar v Nemški Loki pri Črnomlju. Ustno izročilo pravi, da je bil slep.
je izdelal nekaj manjših orgel v krajih na Dolenjskem (Stara cerkev, Strug
Straža), ene pa so znane tudi na Hrvaškem (Žakanje, 1858). GABRIEL, Lukas (17 Izdelovalec violin. Rojen je bil v Idriji. Obrti se je najverjetneje izučil v It
je po Amatijevih modelih. Leta 1932 je bila njegova violina z letnico 1777 ra
na razstavi Razvoj glasbe pri Slovencih v ljubljanskem Narodnem domu, k
pravil Josip Mantuani. Literatura: MANTUANI 1932; WOODCOCK 1965, 53; VANNES 1 Literatura: ŠABAN 1979, 33, 37; BIZJAK/ŠKULJ 1985, 130; ŠKU Literatura: BIZJAK/ŠKULJ 1985, 142, 150, 196, 200, 218; ŠKULJ 1994, 47
KOTER 2001, 103-104. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA z Marijo Terezijo Eisl. Bila je v sorodu z Johannom Georgom Eislom (*1
tl 780), ki je bil najprej Gablov pomočnik, po njegovi smrti pa je nasle
delavnico. Eislovo sodelovanje pottjuje podpis v ohranjenih procesijsk
Zapricah pri Kamniku, kjer je na pokrovu sapnice zapis izdelovalca o
Gabl / Orgelmacher aus Laybach / 1743"), na meh pa se je podpisal ,:Jo
gius Eisl / 1743". Vplivi Gablove delavnice so vidni tudi na orglah, ki jih
neje izdeloval kot samostojni orglar. Z Gablovim podpisom je ohranjen
letnico 1751 (Vesela Gora pri Šentrupertu), pripisujejo pa mu tudi dva po
mi registri (župnišče stolne cerkve v Ljubljani, 1741? in Mišji Dol na Dole
Literatura: EDITION BIZJAK, Ljubljana 1992; ŠKULJ 1994, 148. Časopis: Novice kmetijskih, rokodelskih in narodskih reči, št. 22 (1864)
nja Danica, št. 17 (1864), 151-152; Kronika slovenskih mest, l. II (1935), GORŠIČ, Franc (*21. 10. 1836t2 GORŠIČ, Franc (*21. 10. 1836t2 Orglar v Ljubljani, najpomembnejši orglar v drugi polovici 19. st. D
Slovenskem, občasno pa tudi na avstrijskem Koroškem in Štajerskem. R
Ljubljani v Krakovem št. 18. Oče Martin Goršič je bil organist in orglar
inštrumente Franca Goršiča je značilna romantična dispozicija, pri zad
(Mokronog, 1898, op. 66) pa je takrat že zastarelo mehansko trakturo
pnevmatiko. Orglarstva se je izučil pri Petru Rumplu (*1787t1861), ki je i
niku uspešno orglarsko podjetje, od ok. leta 1857 do 1864 je bil pomoč
najskem mojstru Carlu Hesseju (*1808tl882). Leta 1863 je dobil naročilo
novih orgel v Ljubljani (c. v Trnovem, op. 1). Goršičeve prve orgle, ki so b
času najmodernejše v Ljubljani, je prišel z Dunaja l. 1864 preizkusit celo m
se. Svojega nekdanjega pomočnika je izjemno pohvalil („Gospod Goršič
glami, ki ste jih tu postavili, ste mene, svojega mojstra, prekosili!"). Mešča
ce je dobil l. 1879 kot "posestnik in izdelovalec orgel«. Za njegove zgodne
značilna še sapnica na poteg, nato je uporabljal sapnice na stožce (Bo
Ljubljani, 1884). Izdeloval je predvsem eno in dvomanualne orgle, edine
ne so v Ljubljani (Uršulinska cerkev, 1891). V Avstriji je postavil dvojne or
cu (Frančiškanska c., 1887; c. Srca Jezusovega, 1887) in v manjših krajih
am Pickelbach, 1877; St. Jakob im Oberrosentale, 1877, Kaflach, 1884). Z
v graški reviji Kirchenschmuk takoj po posvetitvi poročali, da so edinstv
(„ein Unicum im Lande«). V Goršičevi delavnici sta se za pomočnika i
Kriegl, kasneje samostojni orglar v Ljubljani, in Ivan Milavec (*1874t1915),
v Ljubljani ustanovil lastno delavnico orgel in harmonijev. Literatura: BIZJAK/ŠKULJ 1985, 142, 150, 196, 200, 218; ŠKULJ 1994, 47
KOTER 2001, 103-104. Časopis: Novice kmetijskih, rokodelskih in narodskih reči, št. 22 (1864)
nja Danica, št. 17 (1864), 151-152; Kronika slovenskih mest, l. II (1935), GOSTL, Andrej (Andro), (*1805t1885)
Orglar v Nemški Loki pri Črnomlju. Ustno izročilo pravi, da je bil slep. je izdelal nekaj manjših orgel v krajih na Dolenjskem (Stara cerkev, Strug
Straža), ene pa so znane tudi na Hrvaškem (Žakanje, 1858). Š
Š
Š HEICHELE, Johann (Giovanni), (17 HEICHELE, Johann (Giovanni), (17 HEICHELE, Johann (Giovanni), (17 Izdelovalec čembal in klavirjev v Ljubljani in Trstu (Italija). Meščanske
dobil najprej v Ljubljani (8. 3. 1790) kot izdelovalec klavirjev (»Klaviermacher
Heichele je najstarejši doslej znani izdelovalec klavirjev v Sloveniji. Po predv
se je iz ekonomskih razlogov kmalu po l. 1800 preselil v Trst, kjer je l. 1
meščanske pravice kot čembalist ter izdelovalec čembal in klavirjev („cem
sia fabricator di cembali e forte piano•.) pod imenom Giovanni Heichele. P
vanje krstnega imena iz nemške v italijansko različico je bilo v tistem času
V Trstu je l. 1802 odprl lastno delavnico. Tržaški arhivi ga nazadnje omenja
ohranjena dediščina štirih klavirjev pa kaže, da je deloval vsaj do dvajsetih le
in ga uvršča med izdelovalce dunajske šole. Naslov. Trst, Via Boschetto št. 1058 (18 Naslov. Trst, Via Boschetto št. 1058 (18 Literatura: ZAL, Imenik meščanov stolnega mesta Ljubljane od 1786
sign. 767; Imenik mestjanov deželnega glavnega mesta ljubljanskega 1786-
bach 1867, sign. 787; DUGULIN 1994, 73; CLINKSCALE 1993, 141-142; KOT
125-127. Inštrumenti: Bristol, Mobbs Keyboard Collection, inv. št. G 10; Hambur
lung Beurmann: Utrecht, University of Utrecht; Trst, Museo Civico Teatr
Schmidl" Trieste. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL na Dunaju, njegove največje dvomanualne orgle s 43 registri pa so v dun
Altlerchenfelderkirche (1860 ali 1861). Znanih je okrog 60 inštrumentov
celjski delavnici sta bila poleg brata Bartolomea pomočnika še Leonh
(1855-1884) in Martin Cajhen (1855-1863). Prvi je imel po H6rbigerjeve
na Dunaj samostojno obrt v Mariboru, drugi pa na Polzeli v Savinjski doli
meo Horbiger je z bratom odšel na Dunaj, nekaj manjših pozitivov pa je
pod svojim imenom. p
j
Naslov. Celje, Strassenheg (1 j
g
Literatura: BOTSTIBER 1911, 169; EBERSTALLER 1955, 140--142, 16
ŠKULJ 1985, 120, 122, 132, 146, 212, 216; ŠKULJ 1994, 100; KOTER 2001, Literatura: BOTSTIBER 1911, 169; EBERSTALLER 1955, 140--142, 16
ŠKULJ 1985, 120, 122, 132, 146, 212, 216; ŠKULJ 1994, 100; KOTER 2001, JANECHECK Qaneček),Joannes Franciscus Qanez Frančišek), (*ok. 170 JANECHECK Qaneček),Joannes Franciscus Qanez Frančišek), (*ok. 170
Orglar v Celju. Je najpomembnejši mojster slovenskega baroka in utem
celjskega kroga orglarjev, ki so delovali od začetka 18. do sredine 19. st. porekla in predstavnik češke šole. Njegovi inštrumenti so se odlikoval
mehaniki in čistem zvoku. Predvidoma izhaja iz znane češke rodbine iz
inštrumentov. V Celju je prvič omenjen l. 1721, ko se je poročil z Marijo
hčerko. Tedaj je omenjen tudiJanečkov oče Martin kot pokojnik. Janez F
bil kot cenjen meščan v času med letoma 1759 in 1761 celo mestni sodnik
Umrl je v času med letoma 1777, ko so znane zadnje orgle (Sela pri Sisku
in 1779. Tega leta je v zapisniku celjskega mestnega sveta omenjen kot p
zakonu z Marijo sta imela tri otroke. Meščanske pravice je dobil l. 1722, k
imeti vsaj 24 let, kar je takrat pomenilo polnoletnost. V sapnice svojih orge
no lepil etiketo z napisom „Joannes Franciscus / Genechek, Burger /
Macher / in Zilla. 17~·. Napako v priimku je popravil s črnilom in dop
številki kot letnico izdelave orgel. Imel je veliko in uspešno delavnico, v k
izdelanih ok. 150 orgel. Do danes je na Slovenskem in Hrvaškem ohranj
30 inštrumentov. Večje orgle so bile dvomanualne, veličinama pa enoman
njimi je bilo veliko manjših pozitivov (4-6 registrov), od katerih je nekaj t. sijskih orgel za prenašanje (Pokrajinski muzej Ptuj, 1739). Janeček je dobiv
tudi v pomembnejših cerkvah, kot sta ljubljanska stolnica sv. Nikolaja Cl
so ohranjene le omare) in c. sv. Marka v Zagrebu (1740--41). HORBIGER, Alois (*1 Orglar v Celju in na Dunaju (Avstrija). Kot odličen izdelovalec klasicisti
z značilnostmi nemške in italijanske šole je pomembno vplival na kvalite
orglarstva na Slovenskem. Z njegovim odhodom ok. l. 1855 se je zaključila
celjskega kroga orglarjev, ki ga je v začetku 18. st. utemeljil Čeh Janez
Janeček (Joannes FranciscusJanechek, *1700t1777). Horbiger je bil rojen ko
sin v kraju Tiersee pri Kufsteinu na Tirolskem (Avstrija), umrl je v Vršcu (Srb
za samouka. Iz Tirolske je odšel najprej v vzhodno Avstrijo (Ost Osterreich
se je naselil v Celju, kjer je tega leta dobil meščanske pravice kot orglar. bratom Bartolomeom in pomočniki je izpolnjeval naročila na širšem območju
Slovenije. V celjskem obdobju je izdeloval predvsem enomanualne orgle z
registri v slogu italijanske šole, ki je imela velik vpliv na tirolske orglarje
nemški vpliv je opazen v dispoziciji registrov. Edine dvomanualne orgle o
nih na Slovenskem, stojijo v opatijski cerkvi v Celju (1842), kjer se je še pod
orglar iz Tirolske („Orgelbauer aus Tyrol•.), kasneje se je deklariral za Celjan
bauer aus cilli„). Večje orgle je postavil v pomembnejših cerkvah, kot sta
cerkev v Gornjem Gradu pri Kamniku in župnijska cerkev v Postojni (1854
pa v Slovenj Gradcu, Tinjah na Pohorju, Senožečah, Tolminu in v Cerknem
dni po prihodu v Celje (1843) je izdelal orgle za cerkev laške skupnosti
(Welsche Kirche). Okrog l. 1855 se je preselil v Atzgersdorf pri Dunaju, kje
obrt uspešno nadaljeval. Vzrok za odhod iz Celja je bil ekonomskega zn
»kmečko okolje", kakor je sam zapisal v pismu svojemu pomočniku Martin
ni bilo dovolj spodbudno za njegovo delo. Nato je deloval na avstrijskem Š
in Koroškem. Leta 1853 je postavil dvomanualne orgle v cerkvi sv. Janeza N MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA Na Slov
ohranjene ene dvomanualne orgle (Olimje pri Podčetrtku,1764), največ pa
nualnih pozitivov (Opatijska kapela v Celju, 1730; Crngrob pri Škofji Loki
gatec, 1743; Ruše, 1755; Sladka Gora, Šmarje priJelšah, 1755; Čermožiše p
1763). Na Hrvaškem se je prvič pojavil l. 1730, ko je za zagrebško kated
manjši pozitiv, nato je l. 1740 dobil naročilo za izdelavo orgel z 22 regis
Marka na kapitlju, ki so bile v tistem času največje na Hrvaškem. Naročila s
predvsem od cerkva, ki so bila pod protektoratom zagrebške kapiteljske
sak, 1767; Sela pri Sisku, 1777) ter iz okolice Zagreba (Laduč, 1733, Kup
Brezovica, 1771), od katerih so ohranjene vse razen tistih v Sisku. Ob Janezu
je po l. 1765 kot njegov sodelavec znan orglar Janez Janeček. Sorodstv
pojasnjena, vendar je delavnica do l. 1783, ko sta bila oba že pokojna, de
istim imenom. Nato je družinsko obrt nadaljeval Anton Scholz (*1756tl80
najverjetneje pri Janečku pomočnik. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
Literatura: SUPANN 1962-66, 260; ŠABAN 1979, 21-23, 37; BIZJAK/ŠKU
32, 40, 42, 48, 50, 54, 56, 60; KOTER 2001, 39. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
Literatura: SUPANN 1962-66, 260; ŠABAN 1979, 21-23, 37; BIZJAK/ŠKU
32, 40, 42, 48, 50, 54, 56, 60; KOTER 2001, 39. KACIN, Ivan (*26. 8. 18 KACIN, Ivan (*26. 8. 18 Izdelovalec orgel, harmonijev in pianinov ter organist in zborovodja. Bil
glasbenik in vsestranski izdelovalec inštrumentov. Rodil se je v Otaležu pri
Po končani orglarski šoli v Ljubljani 0900) je v času med letoma 1901-191
val kot organist in zborovodja v različnih krajih na Slovenskem in v bližini
lija). Ob tem se je doma v očetovi delavnici izučil za izdelovalca harmon
Ivan Kacin (*1850) je bil samouk, izdelovalec harmonijev in mizar. Sin se j
tudi za orglarstvo, ki se ga je učil v različnih delavnicah v Ljubljani, Bene
Gradcu. Leta 1916 je v Ljubljani odprl lastno delavnico harmonijev, tri let
0919) se je preselil v Gorico (Italija) in odprl tovarno za orgle, harmonije in
Kacinova tovarna je zaposlovala do 40 delavcev, njen uspeh pa pripisujem
nim obnovam cerkva, ki so bile porušene v prvi svetovni vojni. Ob koncu
imel podružnico v Celju, nato se je skupaj z nekaterimi delavci in njihovim
mi iz Gorice preselil v Domžale. V tamkajšnji delavnici, ki je delovala d
druge svetovne· vojne, so izdelovali le harmonije in pianine. Uveljavil se
Italiji (Piazzola sul Brenta pri Padovi, c. Santo Redentore v Benetkah, Sacile
nah) in na Hrvaškem (Tar pri Poreču), harmonije in pianine pa je uspešno
doma ter v številnih krajih nekdanje Jugoslavije. V njegovi orglarski delavn
zaposleni mojstri iz različnih evropskih držav in Slovenci. Kolavdacijo orgel
ljala Vinko Vodopivec in Lojze Bratuž. Na Slovenskem ohranjene Kacin
najdemo predvsem v manjših krajih na Primorskem v okolici Gorice (Av
Gabrje pri Vipavi, Kal nad Kanalom, Kanal ob Soči, Kromberk, Ločnik, Miren
selo). Med najpomembnejšimi pomočniki so bili Giorgio Bencz (izdeloval
kasneje je postal samostojni orglar), piščali sta intoniralaJosip Valiček in Fr
(oba vajenca orglarja Ivana Milavca, kasneje samostojna orglarja), za me
skrbel Nemec Zitzman (kasneje družabnik J. Valička), strokovnjak za pian
ČehJešek, glavni mizar pa Albin Kucler iz Ljubljane (kasneje orglar v firmi »
Ivan Kacin je sodeloval tudi s strokovnjaki iz Nemčije, Avstrije in celo iz
Izdelovali so predvsem pnevmatske, po naročilu pa tudi mehanske orgle. svetovni vojni je Kacin delal le občasno. Svoje izdelke je redno predstavlja
sejmih v Ljubljani in na Reki (Hrvaška). Naslov: Ljubljana, Novi Vodmat (1916-1919); Gorica, Via Tommas
0920-1932); Domžale, Ljubljanska c. št. 108 0932-1940). KRIEGL, Karol 0 Orglar v Ljubljani. Deloval je na širšem območju današnje Slovenije. delavnici Franca Goršiča (*1836t1898), ki je bil najpomembnejši orglar
drugi polovici 19. st. in eden največjih na tem območju. Po učni dobi je
pri Goršiču pomočnik, nato je delal skupaj z orglarjem Ivanom Milavcem (
ob koncu stoletja pa je odprl samostojno obrt. Za čas med letoma 189
znanih več orgel (Ljubljana, c. sv. Roka; Črni vrh nad Idrijo; Radovica pri M
pri Kranju). Leta 1911 je bil še med aktivnimi orglarji. Naslov. Ljubljana, Kreuzgasse 8 08 Naslov. Ljubljana, Kreuzgasse 8 0 Literatura: BOTSTIBER 1911, 311; ŠKUL KREUGH (Krek), Thomas (Tomaž), (*1602 Orglar v Gradcu in Ljubljani. Po rodu je bil Tirolec. V Ljubljano je priš
iz Gradca. Leta 1649 je izdelal orgle za cerkev v Crngrobu pri Škofji Loki
bile l. 1743 odstranjene in zamenjane z orglami Janeza Frančiška Janeč
FranciscusJanechek) iz Celja. Kreugh je l. 1650 popravljal orgle v ljublja
Literatura: BIZJAK/ŠKULJ 1985, 40, 151. KRANJC, Michael KRANJC, Michael Orglar v Mariboru. Na širšem območju Maribora je deloval deset let,
pa ga najdemo tudi na Hrvaškem. Predvidoma izhaja iz graške rodbine
orgel. Izučil se je na Dunaju pri Carlu Hesseju (*1808t1882). Zanj so znač
mehansko trakturo in sapnicami na poteg, kar kaže na čas pred nastop
tike. Iz mariborskega obdobja je znanih 7 orgelskih inštrumentov, in sic
krajih na Štajerskem (Maribor, c. sv. Magdalene, 1874; Slivnica, Prihova
Mariboru; Hajdina in Destrnik pri Ptuju). Za Hrvaško so podatki o treh
v manjših krajih (Mala Subotica, ok. 1873, 12 registrov; Donji K.raljevac,
strov; Kuzminec, 1877, 12 registrov). Literatura: ŠABAN 1979, 32, 38; BIZJAK/ŠKULJ 1985, 158; CG 83 099 KREUGH (Krek), Thomas (Tomaž), (*1602t MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
Literatura: SUPANN 1962-66, 260; ŠABAN 1979, 21-23, 37; BIZJAK/ŠKU
32, 40, 42, 48, 50, 54, 56, 60; KOTER 2001, 39. Š Literatura: CARDANA 1973,42, 44, 62, 64, 83, 87, 97; BIZJAK/ŠKULJ 1
JEDRLINIČ/KOMEL 1990, 2-29. Literatura: CARDANA 1973,42, 44, 62, 64, 83, 87, 97; BIZJAK/ŠKULJ 1
JEDRLINIČ/KOMEL 1990, 2-29. KAFKA, Adalbe Orglar v Mariboru. Deloval je na slovenskem Štajerskem in v Prekmurju
setih letih 19. st. Sodi k t. im. mariborskemu krogu orglarjev, ki so delovali
polovice 18. do konca 19. st., zanje pa je značilen vpliv graških mojstrov. Le
popravljal majhen baročni pozitiv neznanega orglarja v Loretski kapeli v MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA Mariboru („um 18 Juni / 1864 / Kafka / Orgelbauer / in Marburg.) in izd
orgel (Maribor, c. Device Marije Pomočnice, 9 registrov; sv. Andraž v S
Hajdoše,11 registrov; Laško, 22 registrov; Veržej, 10 registrov). Literatura: BIZJAK/ŠKUIJ 1985, 158; CG 83 0990), št. 7-9, 73. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL Nakicu izučil za orglarja. Kot duhovnik je služboval v Vipavi, kjer je imel tu
nico. Na Slovenskem so znane 3 njegove orgle. Prve je l. 1761 izdelal za R
Dolenjskem (l. 1775 so v požaru zgorele). Po priporočilu tamkajšnjega ž
l. 1762 izdelal enomanualne orgle z 32 registri za ljubljansko stolnico sv. (l. 1781 so jih odstranili). Pri delu mu je pomagalo osem obrtnikov. Leta 1763 je
enomanualne orgle v ljubljanski uršulinski cerkvi, ki so imele 24 registrov (u
bile v času Napoleonovih vojn). Križman je kot odličen orglar zaslovel, zat
naročilo iz Avstrije in se l. 1770 tudi odselil. Še istega leta je postavil orgle v Sv
v Gornji Avstriji (1770), iz časa med letoma 1774-79 so znane orgle v Steyer
opatijski cerkvi v Admontu (1782), v letih 1782-85 je delal na Dunaju (St. La
Schotenfeld), zadnje Križmanove orgle pa so v Rottenmanu (1794-95). Literatura: BIZJAK/ŠKULJ 1985 150 170; ŠKULJ 1994 31 38 42 71 72 Literatura: BIZJAK/ŠKULJ 1985, 150, 170; ŠKULJ 1994, 31-38, 42, 71 KUČERA (Kutschera), Josip Alojz (Joseph Alois), (*1755?t pr KUČERA (Kutschera), Josip Alojz (Joseph Alois), (*1755?t pred 1826)
Orglar v Ljubljani. Bil je prvi predstavnik orglarjev, delujočih na Sloven
so baročnim orglam dodajali klasicistične elemente (ok. l. 1780). Poročil se
vo ljubljanskega orglarja Johanna Georga Eisla (*1708t1780) in prevzel njeg
Meščanske pravice je dobil l. 1782. Prvo večje delo je opravil za ljubljansko
za katero je l. 1781 izdelal nove orgle. Kučera je baročni dispoziciji dod
značilnosti klasicizma. Deloval je v številnih slovenskih krajih in na Hrv
Sloveniji se je ohranilo malo njegovih inštrumentov (Dobrava pri Dobrniču, D
1783; Velike Bloke, 1787; Šmihel pri Žužemberku, 1795). Na Hrvaškem, kj
venski orglarji do druge polovice 19. st. izdelali največ orgel med vsem
delujočimi mojstri, je Kučera postavil orgle v Lipniku („Nro. 10, zu Ehere Go
Joseph Alois Kutschera Burgl. Orgel Macher in Laybach, den 14 May 1785·
Literatura: ŠABAN 1979, 19; ŠKULJ 1994, 34-38, 152-153. KUNAT, Johann Gottfried (Janez Gotfrid), (*pred 1790t UN
, Jo a
Gott
ed (Ja e Got
d), ( p ed
790t po
8 6)
Orglar v Ljubljani. Najpomembnejši predstavnik slovenskega klasicizma
orgle so slovele po odličnem in mogočnem zvoku. Kot prvi orglar na Slove
opustil baročno kratko oktavo, ki je bila pri nekaterih mojstrih pri nas obi
sredine 19. st. Po rodu je bil Nemec. Njegov mentor je bil Blaž Potočnik, duh
skladatelj. KRIŽMAN, Frančišek Ksaver ( Orglar na Slovenskem in v Avstriji. Prva leta svojega delovanja je pos
na območju današnje Slovenije, kamor je prinesel vplive beneškega or
l. 1770 pa je odšel v Avstrijo, kjer je v Rottenmanu tudi umrl. Velja za
imenitne orglarske šole beneškega mojstra hrvaškega rodu Petra Nakica (
utemeljitelja celega niza menzur in jezičnih piščali, s katerimi je obog
zvok italijanske orglarske tradicije. Njegovi številni nasledniki so nadalje
do konca 19. st. Križman se je rodil v Braniku (Rihenberk) na Goriškem. bil posvečen za duhovnika, v času med letoma 1754 in 1758 pa se je v B MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA Friderik (1822-1912). Pri Kunatu se je orglarske obrti priučil Peter Rojc (*
iz Tabora na Gorenjskem, kasneje samostojni orglar, verjetno pa tudi Pet
Literatura: BIZJAK/ŠKULJ 1985, 16, 94, 98, 100, 112; ŠKULJ 1994, 38
71-72, 86-87, 153. Friderik (1822-1912). Pri Kunatu se je orglarske obrti priučil Peter Rojc (*
iz Tabora na Gorenjskem, kasneje samostojni orglar, verjetno pa tudi Pet MALAHOVSKI (Malahovsky), Andrej Ferdinand (* Orglar in mizar v Ljubljani. Po rodu je bil Čeh, po predvidevanjih se
Carlu Hessu (*1808t1882). V Ljubljano je prišel z dvajsetimi leti, njegov m
Gregor Rihar (*1796t1863), organist in Regens chori ljubljanske stolnice te
cerkvene glasbe, ki se je ukvarjal tudi s popravili orgel in klavirjev. Rihar
Malahovskega večkrat pripravil dispozicijo. Meščanske pravice je dobil
Njegove orgle imajo pretežno klasicistično dispozicijo. Prvi inštrument j
križevniško cerkev v Ljubljani (1840), njegova večja dela so v cerkvi sv. Jak
in sv. Petra (1853) v Ljubljani, drugi inštrumenti imajo letnice 1855, 1858,
Uspešno je deloval tudi na Hrvaškem, kjer je za cerkve v manjših kraj
enomanualnih orgel (1859, 1860, 1864, 1865 in 1870). Delavnica je izde
manualne (6-14 registrov) in dvomanualne orgle (do 24 registrov). Malah
tudi dober mizar in inovator stroja za rezanje furnirja. Literatura: ZAL, Imenik meščanov stolnega mesta Ljubljana od leta
sign. 767, zap. št. 398; ŠABAN 1979, 20, 38; BIZJAK/ŠKULJ 1985, 138; M
190; ŠKULJ 1994, 41, 59--00, 81-82, 115-116, 122, 129, 153-154; Publikacije
zv. 4, 67. Časopis: Novice kmetijskih, rokodelskih in narodskih reči, št. 5 ( p
p
Literatura: MANTUANI 1932; WOODCOCK 1965, 53; VANNES MALAHOVSKI (Malahovsky), Andrej Ferdinand (* MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL Kunat je imel v Ljubljani skromno delavnico, po starejših vzorih p
največkrat izdeloval kar na kraju naročila (Ljubljana Trnovo, 1818; Cerkni
Ljubljana Šentvid, 1839; Ljubljana -uršulinska cerkev, 1842). Ohranjeni so šti
menti. V nekatere izdelke je vgradil »Schlagwerk« oz. »turško muziko". Ta r
na Slovenskem značilen še za Aloisa Horbigerja (*1810t1872) in Leonhard
(1855-1868). Kunat je izdelal nekaj kvalitetnih inštrumentov, med katerimi
dvomanualne orgle z 32 registri za ljubljansko stolnico (1830), ki so njego
opus, hkrati pa tudi najpomembnejši dosežek orglarskega klasicizma na Slo
Čez trideset let jih je za dva registra povečal ljubljanski orglar Andrej Ferdi
lahovski (*1813t1887). To so bile največje slovenske orgle v 19. st. Kunat
popravljal orgle v cerkvi sv. Petra v Trstu, kjer je zastopal Petra Rumpla (*17
zelo uspešnega orglarja iz Kamnika. V Trstu je kot orglar deloval Kunatov si LINDTNER, Mathias ( Orglar v Ljubljani. Meščanske pravice je tako kot Johann Faller dobil
letu 1671 ga ni več med ljubljanskimi meščani. Literatura: ZAL, Cod. XIIl/36, f. 37); Publikacije ZAL (1972), zv. 3, 59,
2001, 97. Literatura: ZAL, Cod. XIIl/36, f. 37); Publikacije ZAL (1972), zv. 3, 59,
2001, 97. LUKEŽIČ, Matija ( LUKEŽIČ, Matija ( Goslar, izdelovalec violin, samouk. Deloval je v Idriji v času med letoma
Leta 1932 je bila njegova violina z letnico 1809 razstavljena v ljubljanskem
domu na razstavi Razvoj glasbe pri Slovencih, ki jo je v okviru Glasbene
pravil Josip Mantuani. p
p
Literatura: MANTUANI 1932; WOODCOCK 1965, 53; VANNES MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL kjer je postavljal večinoma enomanualne orgle (Trška Gora, Ajdovec, Otočec
žica na Dolenjskem), med večjimi kraji pa sta Vipava in Pivka. Dvomanual
pozitivom na komi ograji so ohranjene v Gorici pri Dolenjskih Toplicah in
Kočevju. Na Hrvaškem, kjer sta znana le dva njegova inštrumenta, so zani
kraju Kunic Ribnički na Kolpi (1867). Vanje je vgradil mehanizem harmonij
organist lahko uporabljal povsem samostojno, ločeno od orgelskega zvoka
uporabo istega mehovja. Druga posebnost je konstrukcija za pogon meho
omogočala njegovo lažje gibanje. V Mandlinovi delavnici se je izučil And
(*1808t1883), kasneje samostojni orglar. Literatura: ŠABAN 1979, 33-34, 38; BIZJAK/ŠKULJ 1 Literatura: ŠABAN 1979, 33-34, 38; BIZJAK/ŠKULJ 1 MAROUT, A. (?)
Izdelovalec klavirjev iz Ljubljane. Deloval v 20. letih 19. st. Literatura: KOTER 2001, 129-130. Inštrumenti: v Sloveniji je v zasebni lasti ohranjen klavir z značko „A M
IN LAlBACH" ( k 1825) MAROUT, A. (?)
Izdelovalec klavirjev iz Ljubljane. Deloval v 20. letih 19. st. Literatura: KOTER 2001, 129-130. Inštrumenti: v Sloveniji je v zasebni lasti ohranjen klavir z značko „A
IN LAlBACH" (ok. 1825). Inštrumenti: v Sloveniji je v zasebni lasti ohranjen klavir z značko „A M
IN LAlBACH" (ok. 1825). MARTHAL, Wenzel (Venceslav), (*pred 1780t Orglar v Celju. Nadaljeval je tradicijo t. im. celjskega kroga, ki ga je ute
glar češkega porekla Janez Frančišek Janeček (*ok. 1700t ok. 1777), nad
Anton Scholz (*1756t1802). Marthal se je po slogu iz baroka usmerjal h kl
dispoziciji. Po rodu je bil Čeh, v Celje pa je prišel vsaj l. 1804, ko je dokonč
orgle Antona Scholza za cerkev sv. Jurija v Mozirju. Leta 1805 se je poročil
svojega predhodnika Elizabeto ter si tako pridobil obrtne pravice in delavn
go in odlično tradicijo češke šole, ki je bila za mojstre, delujoče v Celju zn
prihoda Tirolca Aloisa Horbigerja l. 1842. Marthal je med drugim poprav
svojih predhodnikov Janečka in Scholza, kot samostojnega orglarja pa ga
po petih inštrumentih (Vitanje, 1803-1807; Mozirje, 1804; Strahinj pri Nakl
Sv. Marjeta v Planini, 1821 in Šentilj pod Turjakom, 1821). Ko je l. 1825 umrl za
lozo, je vdova Elizabeta obrt nekaj let vodila sama, nakar jo je prodala orgla
stinu Quisierju, ta pa se je kot celjski obrtnik odjavil l. 1844. Literatura: BIZJAK/ŠKULJ 1985, 86, 88, 90; ŠKULJ MAZI, Jakob (*1 Organist in orglar samouk v Preserjah. Doma je bil iz Brezovice pri Lju
l. 1850 je bil organist na Rakitni, nato se je preselil v Preserje in skupaj z
Florjanom in Martinom izdelal nekaj orgel (Rakitna, Preserje, Žalostna Gor
serjah, 1845). Bratje Mazi, ki so znani tudi kot popravljalci orgel, so bili sr
edini orglarji na območju Notranjske. Literatura: BIZJAK/ŠKULJ 1985, MANDLIN, Janez (* Orglar v Trebnjem na Dolenjskem. Deloval je predvsem v osrednj
občasno pa tudi na Hrvaškem. Njegove orgle so imele klasicistično, za t
zastarelo dispozicijo. Doma je bil v Ljubljani. Izučil se je pri Petru Rumplu (*
v Kamniku, ki je imel eno najuspešnejših orglarskih podjetij na Slovenskem
njeval pa se je na Bavarskem. Prve samostojno izdelane orgle je postavil
cerkvi v Trebnjem. Naročila je dobival predvsem v manjših krajih na D Izdelovalec godal v Ljubljani. Deloval je od l. 1762, po l. 1786 ni več om
najstarejši po imenu znani goslar, ki je deloval na območju današnje Slove MELLING, Johann (Janez), (17 Izdelovalec godal v Ljubljani. Deloval je od l. 1762, po l. 1786 ni več om
najstarejši po imenu znani goslar, ki je deloval na območju današnje Slove MILAVEC, Ivan (* Orglar in izdelovalec harmonijev v Ljubljani. Deloval je na območju o
venije in na Hrvaškem. Sodi med najboljše mojstre pnevmatičnih orgel
skem na začetku 20. st. in je eden redkih izdelovalcev harmonijev pri nas
v Cerkovski vasi pri Logatcu. V času med letoma 1888-1892 se je izučil za
Francu Goršiču (*1836t1898), ki je imel v Ljubljani eno najuspešnejših
Slovenskem, do leta 1895 je bil tam pomočnik. Nato je delal pri Andreju
izdelovalcu harmonijev na Vrhniki. Preden je l. 1900 odprl samostojno ob
ni, je nekaj časa sodeloval z orglatjem Karolom Krieglom. Prve samosto
izdelal za Škocjan na Notranjskem (1904), ki so edine imele še mehansk
vse ostale so pnevmatične. Njegovo največje in najpomembnejše delo so
ne orgle v ljubljanski stolnici sv. Nikolaja 0911, 52 registrov), ohranjen
po velikosti sledijo dvomanualne (Žiri, Kamnik, Bled, Ljubljana Vič, Šmartin
Idrija), nekaj pa je tudi manjših orgel (Ljubljana Rožnik). Milavec je delo
Hrvaškem (Košljun, 1908, op. 10; Punat na Krku, 1912, op. 19; Karlovac, fr
cerkev, 1914, op. 36). V njegovi delavnici je bilo izdelanih 37 orgel. Pri M
izučil Franc Jenko (*1894t1969), kasneje zelo uspešen samostojni orglar,
nica deluje še danes. Med pomočniki je bil Josip Valiček, ki je nato del
Kacinu (*1884t1953), orglatju, izdelovalcu harmonijev in pianinov. Naslov-. Ljubljana, Kirchengasse 19 (19 Naslov-. Ljubljana, Kirchengasse 19 (19 Naslov-. Ljubljana, Kirchengasse 19 (19 Naslov-. Ljubljana, Kirchengasse 19 (19 Literatura: BOTSTIBER 1911, 311; BIZJAK/ŠKULJ 1985, 118, 168, 170; Š
42-43, 90-91, 122, 124. Literatura: BOTSTIBER 1911, 311; BIZJAK/ŠKULJ 1985, 118, 168, 170;
42-43, 90-91, 122, 124. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL
Literatura: ZAL, Reg. I, fasc.19, fol. 512 sl; MANTUANI 1932; Publikacije
zv. 4, 33; KOTER 2001, 142. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA
Literatura: ZAL, Reg. I, fasc.19, fol. 512 sl; MANTUANI 1932; Publikacije
zv. 4, 33; KOTER 2001, 142. Naslov-. Celje, Arja vas (1862-1
Literatura: BIZJAK/ŠKULJ 198 Literatura: BIZJAK/ŠKULJ 198 NARAKS, Franc (* Orglar v Arji vasi pri Celju. Deloval je predvsem na Štajerskem (od 186
in sodi med mojstre, ki so bili kljub novejšim trendom privrženi tradiciji
klasicizma. Izhaja iz Galicije pri Celju, delavnico pa je imel v Atji vasi. Nek
imenujejo samouka, drugi pa v njegovih izdelkih vidijo naslednika Tir
Horbigerja (*1810t1872), ki je imel v času med letoma 1842 do ok. 18
delavnico v Celju, nato pa je odšel na Dunaj. Naraksove orgle prepričl
vpliv Horbigerja, kar ga umešča med redke naslednike t. i. celjskega krog
ki ga je na začetku 18. stoletja utemeljil Janez Frančišek}aneček (*ok.1700
V Naraksovi delavnici so izdelali številne orgle (6-14 registrov). Največje
ski cerkvi v Krškem, druge so v manjših krajih na Štajerskem (Žalec, Sliv
no ob Paki, Kunigunda na Pohotju, Loče, Pernice, Šentjur pri Celju, Dramlj
Peč, Šentilj pri Velenju, Draga, Majšperk, Poljčane). Naslednik Franca Na
njegov sin Ivan, ki se je najprej izučil pri očetu, se izpopolnjeval v Nemčiji
očetovi smrti l. 1906 prevzel domačo obrt. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA NARAKS, Ivan (*1 NARAKS, Ivan (*1 Orglar v Arji vasi pri Celju. Deloval je v osrednji Sloveniji. Že v času svoj
vanja je veljal za odličnega mojstra v mehaniki, njegove orgle so kvalitetne
Izučil se jev domači delavnici, ki jo je ustanovil oče Franc. Pomočniška pot
ga vodila v Nemčijo, kjer se je izpopolnjeval štiri leta (Paderborn in Berlin). je delal skupaj z očetom, po njegovi smrti l. 1906 pa je obrt uspešno nadalje
prvo svetovno vojno je zaradi vsesplošne krize v glavnem le popravljal st
po njej pa je najprej nadomeščal orgelske principale, ki so bili med vojno z
in uporabljeni kot material za potrebe vojaštva. Izdeloval je tudi nove orgl
je dvanajst inštrumentov (Šmihel pri Mozirju, Celje - c. sv. Cecilije, Leskovec
Šmohor nad Laškim, Ljubno v Savinjski dolini, Preddvor, Sv. Duh pri Krškem
ter Dornava pri Ptuju kot zadnje delo). Največje orgle z dvema manualoma
trov) so v Teharjih pri Celju, ki so ohranjene v izvirni obliki. Naslov. Celje, Arja vas (1906- Naslov. Celje, Arja vas (190 Literatura: BIZJAK/ŠKULJ 1985 Literatura: BIZJAK/ŠKULJ 1985, Literatura: BIZJAK/ŠKULJ 1985, OMERZU, Anton (1895)
Orglar iz Šentvida pri Planini. Leta 1895 je povečal orgle v domači cerkv
lal nov inštrument za dve manjši cerkvi v okolici (sv. Ožbalt in Žusem). Literatura: BIZJAK/ŠKULJ 1985, 158. OMERZU, Anton (1895)
Orglar iz Šentvida pri Planini. Leta 1895 je povečal orgle v domači cerkv
lal nov inštrument za dve manjši cerkvi v okolici (sv. Ožbalt in Žusem). Literatura: BIZJAK/ŠKULJ 1985, 158. Literatura: ŠABAN 1979, 25-28, 39; BIZJAK/ŠKULJ 1985, 72; CG 83 (19
71-72. MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA ce je dobil ok. l. 1792. Prvič je omenjen kot popravljalec očetovih orgel v
na Hrvaškem (»Joseph Odonitsch Orgel und Instrument Macher in Mah
Repafirt„). Kot samostojni obrtnik je sprva nadaljeval tradicijo inštrumen
delavnice z baročnimi značilnostmi t. im. graške oz. štajerske šole, v zad
pa je uvedel nekaj klasicističnih elementov (8-čeveljski principal). V prvi
vanja je bil zelo uspešen, saj je letno izdelal tudi do štiri inštrumente. Evid
okrog 97 orgel. Zaradi vojnih razmer in velikega pomanjkanja vajencev
dobrega materiala je kvaliteta delavnice z leti precej upadla. Otonič se je
zadolževati, zato nekaterih naročil ni izpolnil. Njegovo najstarejše samo
so orgle iz l. 1796 (Sv. Jurij ob Ščavnici), orgle v Podsredi iz l. 1822 pome
na klasicistično dispozicijo, zadnje (op. 97) pa so nastale l. 1832 (Kape
Radencih). Kljub obsežnemu opusu je znanih le okrog ducat orgel, med
dvojne dvomanualne (Lovrenc na Pohorju, 1809; Ludberg, Hrvaška, 1810
kem je evidentiranih 7 orgel, 4 so ohranjene (Hrastovljan, 1796, op. 18; Gorn
1800, op. 27; Veliko Trojstvo, 1802, op. 32; Močila, ok. 1807). Š
Š Literatura: ŠABAN 1979, 28-32, 38; BIZJAK/ŠKULJ 1985, 78, 94, 9 PLEŠKO, Janez Kr
Si
i
i d l
l Sitar in izdelovalec bobnov. Deloval je v Ljubljani ok. l. 1848. Tega
bobne za takrat ustanovljeno narodno gardo. Lit
t
A h
L ib
h
Z i
6 4 1848 P blik
ij
Z Sitar in izdelovalec bobnov. Deloval je v Ljubljani ok. l. 1848. Tega le
bobne za takrat ustanovljeno narodno gardo. Lit
t
A h
L ib
h
Z i
6 4 1848 P blik
ij
ZAL Literatura: Anhang zur Laibacher Zeitung, 6. 4. 1848: Publikacije ZAL
4, 67; KOTER 2001, 168. Jnštrumentarij: Graz, Steierisches Volkskundemuseum, klarinet; Ptuj,
muzej Ptuj, flavta, inv. št. GL 76 S. PAUHAUSS, Jurij U
O
l
Lj blj
i Orglar v Ljubljani. Meščanske pravice je dobil l. 1711. Po predvidev
poročil z vdovo ljubljanskega meščana in orglarja Andreasa Sebastiana Wa
(*pred 1680tl 709) in si tako pridobil obrtne pravice. Leta 1712 je sklenil p
popravilo velikih in malih orgel ter orgelskega roga za cistercijanski samos
njevici na Krki. Š Literatura: ŠKU Literatura: STRADNER 1986, 107-108; KOTER 200
J š
ij G
S i
i
h
V lk k
d OMERZU, Anto
Š OTONI ČER ( Ottonischer, Odtonischer, Ottonitscher, Odonitzer), Simon ( OTONI ČER ( Ottonischer, Odtonischer, Ottonitscher, Odonitzer), Simon (*1
Orglar v Mariboru. Znan je kot prvi stalno naseljeni orglar v Mariboru,
nik baročne tradicije in utemeljitelj mariborske orglarske tradicije za čas
polovice 18. do 30. let 20. st. Deloval je na Štajerskem in v severni Hrvaški. je v Gradcu (Avstrija) v znani delavnici Cyriacha Wernerja (tl 747), kjer je bil
pomočnik. Tega leta se je poročil z Wernerjevo hčerko Terezo. Leta 1764 sta se
preselila v Maribor, kjer je Simon odprl orglarsko delavnico. Meščanske p
dobil v času med letoma 1767 in 1774. V zakonu je imel tri otroke, od kate
Joseph prevzel očetovo obrt. V Sloveniji sta iz delavnice Simona Otoničera
rana le dva pozitiva s 6 registri (Ritoznoj pri Slovenski Bistrici, 1766; Sv. M
Vurberku). Ohranjen je le prvi od omenjenih. Otoničer je bil prvi na Slo
delujoči orglar, ki je postavljal igralnik na bočno stran orgelske omare, k
tipična značilnost graškega kroga orglarjev tistega časa. Na Hrvaškem je ev
nih pet orgel (Zelendvor, ok. 1765, pozitiv, 6 registrov; Sopot, 1766, pozitiv, 6
Radovan, 1774, pozitiv, 8 registrov; Petrijanec, 1777, 8 registrov; Hraščina, 177
strov). V njegovi delavnici se je izučil sin Joseph, ki se je podpisoval kot Otto j g
j
p
j p
p
Literatura: ŠABAN 1979, 25-28, 39; BIZJAK/ŠKULJ 1985, 72; CG 83 (1990
71-72. OTONIČ (Odonitsch, Ottonitsch), Joseph (Josip), (*17 Orglar in izdelovalec inštrumentov v Mariboru. Kot orglar je deloval n
skem Štajerskem in na širšem območju severne Hrvaške. Rojen je bil v
(krščen 8. 8. 1767) kot sin orglarja Simona Otoničera (*1730tl 784). Meščans Naslov-. Maribor, Graško predmestje š MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL POHM, Michael (*1759t14. Izdelovalec lesenih pihal, strugar in godbenik na Ptuju. Ptujski godbeniki
mente kupovali predvsem na Dunaju in v Gradcu, med domačimi mojstri j
Michael Pohm. Njegovi ohranjeni inštrumenti potrjujejo, da je bil dober obrtn
je bil na Ptuju in izhaja iz družine strugarjev. Oče Johann Pohm je dobil me
pravice l. 1759, Michael je kot meščan in strugar (•Drexlermeister„) zapri
cembra l. 1782, njegov sin Johann pa je postal strugarski mojster l. 1812, v
znano, če je izdeloval tudi glasbila. Michael je bil v času med letoma 179
vojak ptujskega meščanskega lovskega korpusa (»Bilrgerliche Jager Corps„). lovalec lesenih pihal (dokazane so oboa in flavte) je bil verjetno član vojaš
tega korpusa, ki je na prehodu iz 18. v 19. st. z vojaško parado in »turško
večkrat izkazala čast avstrijskim cesarjem. V mrliški knjigi je med ptujskim
edini vpisan kot meščan strugar in izdelovalec inštrumentov (»bilrgerliche
meister und Instrumentenmacher„). Naslov. Ptuj, hišna št. 167 (danes Cankarjeva ulica), 17 Literatura: Arhiv cerkve sv.Jurija Ptuj, Mrliška knjiga 1805-1838; ZAP, Fond
glavarstvo Ptuj (Bezirkshauptmannschaft Pettau) 1788-1870; ZAP, Zemljišk
R-501, h. št. 167; STRADNER 1986, 33; KOTER 2001, 156-158. Š Literatura: Arhiv cerkve sv.Jurija Ptuj, Mrliška knjiga 1805-1838; ZAP, Fond
glavarstvo Ptuj (Bezirkshauptmannschaft Pettau) 1788-1870; ZAP, Zemljišk
R-501, h. št. 167; STRADNER 1986, 33; KOTER 2001, 156-158. Š Literatura: Arhiv cerkve sv.Jurija Ptuj, Mrliška knjiga 1805-1838; ZAP, Fond
glavarstvo Ptuj (Bezirkshauptmannschaft Pettau) 1788-1870; ZAP, Zemljišk
R-501, h. št. 167; STRADNER 1986, 33; KOTER 2001, 156-158. Š Inštrumentarij: Gradec, Štajerski deželni muzej Joanneum (Steierma
LandesmuseumJoanneum), oboa (izgubljena?), inv. št. KGW 1398; Maribor,
ski muzej Maribor, flavta, inv. št. N. 4065; Milano, Museo <legli Strumenti
Milano (inv. št. ni znana). POJE, M
I d l Izdelovalec lesenih pihal v Mariboru in Gradcu(?) sredi 19. st. Ohran
inštrumenta (flavta z značko »Poje/Marburg„ in klarinet »Poje/Gratz•), ki k
bil dober obrtnik, izdelovalec godbenih glasbil. Leta 1846 je bival v Mari
verjetno delal za potrebe tamkajšnje vojaške godbe. Viri ga tega leta o
lastnika hiše, nato se sled za njim izgubi. Najverjetneje se je zaradi ekonom
gov preselil v sosednji Gradec, kjer je sredi stoletja deloval izdelovalec le
z istim imenom. l Naslov-. Maribor, Graško predmestje št
STRADNER 1986 107 108 Naslov-. Maribor, Graško predmestje š Jnštrumentarij: Graz, Steierisches Volkskundemuseum, klarinet; Ptuj,
muzej Ptuj, flavta, inv. št. GL 76 S. PRASSKY, Johann (1787t p Orglar in izdelovalec inštrumentov iz Ljubljane. Meščanske pravice je do
1787 kot „orodjar in orgljar« („Instrumenten und Orgelbauer„). Po tedanji
terminologiji je beseda „orodjar" pomenila izdelovalca „drugih" inštrumento
vi izdelki niso znani. Literatura: ZAL, Imenik meščanov stolnega mesta Ljubljana od leta 1786
sign. 767, zap. št. 568; ZAL, Imenik mestjanov deželnega glavarnega mesta
skega 1786-1867, Laibach 1867, sign. 767, zap. št. 519; KOTER 2001, 101. QUESIER, Augustin (183 QUESIER, Augustin (1830?-1844)
Orglar v Celju. Orglarsko obrt je odkupil od Elizabete Marthal, vdove
orglarja Venceslava Marthala (*pred 1780t1825), l. 1844 je svojo obrt že odjavil
izdelki niso znani. Lit
t
BIZJAK/ŠKULJ 1985 90 Orglar v Celju. Orglarsko obrt je odkupil od Elizabete Marthal, vdove
orglarja Venceslava Marthala (*pred 1780t1825), l. 1844 je svojo obrt že odjavil
izdelki niso znani. Š Literatura: BIZJAK/ŠKULJ Literatura: BIZJAK/ŠKULJ RAČIČ, Andrej (*1808t1883)
Organist in orglar v Cerkljah na Dolenjskem. Deloval je v domačem okol
se je v delavnici Janeza Mandlina (*1818t1891) v Trebnjem na Dolenjskem. orgle za domačo cerkev ter na Studencu, v Zagradu in Vodenicah, ene pa
tudi na Hrvaškem (Petrovina, 1858). Njegovi izdelki imajo značilnosti orgel zg
klasicizma. RAČIČ, Andrej (*1808t1883)
Organist in orglar v Cerkljah na Dolenjskem. Deloval je v domačem oko
se je v delavnici Janeza Mandlina (*1818t1891) v Trebnjem na Dolenjskem. orgle za domačo cerkev ter na Studencu, v Zagradu in Vodenicah, ene pa
tudi na Hrvaškem (Petrovina, 1858). Njegovi izdelki imajo značilnosti orgel z
klasicizma. Literatura: BIZJAK/ŠKULJ 1 RIHAR, Anton, Boštjanček ( RIHAR, Anton, Boštjanček ( Izdelovalec violin in godbenih glasbil, samouk. Sin Boštjana Riharja,
izdelovalca različnih inštrumentov iz Polhovega Gradca. Leta 1932 je b
violina razstavljena v ljubljanskem Narodnem domu na razstavi Razvo
Slovencih, ki jo je v okviru Glasbene matice pripravil Josip Mantuani. j
j
p
Literatura: MANTUANI 1932; KOTER 2001 Inštrumenti: pripisujejo mu violino, ki jo hrani Narodni muzej v Lj
št. 9038. RIHAR, Boštjan (*1773)
Izdelovalec violin, klavirjev in harmonijev, samouk iz Polhovega Grad
na prehodu iz 18. v 19. st. Literatura: WOODCOCK 1965, 2l;JALOVEC 1968, 159; VANNES 1979, 3
1996, 11-14; KOTER 2001, 143-144. Literatura: WOODCOCK 1965, 2l;JALOVEC 1968, 159; VANNES 1979, 3
1996, 11-14; KOTER 2001, 143-144. RIHAR, Gregor ( ,
g
(
)
Organist, cerkveni skladatelj in vodja stolničnega kora v Ljubljani (o
mladosti je očetu Boštjanu Riharju pomagal v domači delavnici inštrumen
izdelala nekaj godal, klavir in harmonij. Mladi Gregor se je kmalu navd
uglaševanje in popravljanje klavirjev, kar je v nuji za preživetje opravljal
skih hišah. Z očetom Boštjanom sta skupaj izdelala klavir, ki naj bi ga Gre
ljal vse življenje. Literatura: KOTE Časopis: CG LXIII (1940), št. 9-10, 130. Naši zbori 48 0996), št. RAKTELJ, Dominik ( Orglar v Mariboru, znan tudi kot potujoči orglar. Uvrščen je med ma
glarje ob koncu 19. st. V času med letoma 1870 in 1907 je večkrat omenjen
ljalec starih orgel, kot izdelovalec novih inštrumetnov pa je znan po štir
Štajerskem (Lembah, 14 registrov; Makole, 12 registrov; Korena pri Mar
12 registrov; Limbuš, 1886, 14 registrov). Slednje veljajo za njegovo najv
imajo v primerjavi s sodobniki, ki so delovali na Štajerskem, nekaj po
sicer igralnik pred orgelsko omaro na komi ograji, slepi pozitiv ter radia
Š
4 6 g
p
g
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Literatura: BIZJAK/ŠKULJ 1985, 158; CG 83 (1990), št. 4--6, 41; št MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNU RAKTELJ, Dominik ( RAKTELJ, Dominik ( ROJC, Peter ( Mizar in orglar samouk iz Tabora na Gorenjskem. Deloval je predv
renjskem. Bil je sin mizarja in priučeni orglar, ki se je obrti naučil kot mla
pri orglarju Janezu Kunatu (*pred 1790t po 1846), ko je ta postavljal org
domači vasi. Rojc je postal samostojen orglar in je izdelal okrog 45 inšt
velikosti od 6 do 20 registrov. Najpomembnejša kolavdatorja orgel na Sl
tistem času Gregor Rihar in Blaž Potočnik sta Rojčevo delo označila ko
izjemno čisto in svojevrstno intonacijo. Evidentiranih je manjše število o
niki, 1844 in 1875; Idrija, c. sv. Antona, 1847; Zapoge pri Vodicah, 1851; ROPAS Izdelovalec klavirjev in trgovec v Celju v drugi polovici 19. st. Delavnic
no je imel l. 1865 na Ljubljanski cesti 16. Tam je delal tudi Martin Ropas. imelo l. 1912 podružnico v Zagrebu (Hrvaška). Izdelovalec klavirjev in trgovec v Celju v drugi polovici 19. st. Delavnico
no je imel l. 1865 na Ljubljanski cesti 16. Tam je delal tudi Martin Ropas. P
imelo l. 1912 podružnico v Zagrebu (Hrvaška). Naslov. Celje, Ljubljanska cesta Naslov. Celje, Ljubljanska cesta Naslov. Celje, Ljubljanska cesta Literatura: WITT de 1912, 333, 403; KOTER Literatura: WITT de 1912, 333, 403; KOTER Literatura: WITT de 1912, 333, 403; KOTER ROPAS, Martin,
Izdelovalec klavirjev in trgovec v Celju. Leta 1865 je delal v delavnici Izdelovalec klavirjev in trgovec v Celju. Leta 1865 je delal v delavnici Ropasa v Celju, l. 1912 pa je imel trgovino v Zagrebu (Hrvaška). Naslov. Celje, Ljubljanska cesta 16 (1865); Zagreb, Jurišičeva ulica 24 (
Inštrnmenti: v Sloveniji je v zasebni lasti ohranjen klavir. Literatura: WITT de 1912, 333, 403; KOTER 2001, 134. p
j ,
p
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Naslov. Celje, Ljubljanska cesta 16 (1865); Zagreb, Jurišičeva ulica 24 MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL Bohinjska Bela, Leskovica, Sorica, Podbrezje, Tabor, Lesce, Kranj, Dobrova
ljani), z enim inštrumentom pa je zastopan tudi na avstrijskem Koroškem. Literatura: BIZJAK/ŠKULJ 1985, 118, 128, 130, 150, 168. Bohinjska Bela, Leskovica, Sorica, Podbrezje, Tabor, Lesce, Kranj, Dobrov
ljani), z enim inštrumentom pa je zastopan tudi na avstrijskem Koroškem. Literatura: BIZJAK/ŠKULJ 1985, 118, 128, 130, 150, 168. Bohinjska Bela, Leskovica, Sorica, Podbrezje, Tabor, Lesce, Kranj, Dobrov
ljani), z enim inštrumentom pa je zastopan tudi na avstrijskem Koroškem. Š RUMPEL (Rumpl), Peter (*1 RUMPEL (Rumpl), Peter (*1 Orglar in izdelovalec klavirjev v Kamniku. Kot orglar je deloval v osred
niji, na Hrvaškem in v Avstriji. Sodi med najpomembnejše izdelovalce o
polovice 19. st., ki so delovali na območju današnje Slovenije; Njegov opu
rega je značilna klasicistična usmeritev z nekaterimi romantičnimi potezam
več kot 100 orgel. Sodobniki so cenili predvsem solidno izdelavo in dobe
njegovih inštrumentov. Nekateri starejši viri poročajo, da se je izučil pri lju
mojstru Janezu Kunatu (*pred 1790t po 1846), novejše raziskave pa kažejo
da se je šolal ali vsaj izpopolnjeval v kateri od boljših dunajskih delavn
možnosti v prid je tudi Rumplov edini znani klavir z značko: »Peter Rumpl
Instrumentm. /in Wien" (ok. 1820). Kaže, da je Rumpelsvoja pomočniška le
na Dunaju, kjer je izdelal tudi klavir, ki po kvaliteti in mehaniki presega p
mojstre tistega časa. S tem inštrumentom se je zapisal med redke izdelova
jev na Slovenskem. Rumpel se je rodil in umrl v Kamniku, kjer je tudi po
štiridesetih letih delovanja njegove orglarske delavnice je slovel kot odli
občasno pa je popravljal tudi klavirje. Znano je, da je delavnico zasnoval
nekega večjega podjetja. Dobro organizirano delo je teklo izredno hitro
omare in mehaniko so izdelovali po določenih šablonah, vendar na sol
Uspehu Rumplove delavnice, ki je bila v svojem okolju skorajda brez ko
pripisujejo tudi ugodno lego delavnice, ki je bila v bližini kvalitetnih gozdo
tirane orgle, največ jih je v Ljubljani ter v dekanijah Kranj, Kamnik, Litija, M
Ljubljana z okolico, potrjujejo nekdanji sloves delavnice (Cerklje na Go
Spodnji in Zgornji Tuhinj, c. sv. Valentina na Limbarski gori, Motnik, Hom
pri Kamniku, Hotič, Čadež ob Savi, Dole, Češnjica, Ihan, Izlake, Svibno,
Gora, Šmartno pod Šmarno goro, Ježica, Preska, Prežganje, Dolsko, Nov
Skaručna, Šinkov Turn, Škofja Loka, Šmarjeta, Zali Log, Dobrnič). Na Hrv MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA evidentirane 4 orgle (Zagreb, c. sv. Katarine, 1830, 12 registrov; Mošče
1847, 12 registrov; Grobnik, 1848, Trsat nad Reko, 1850- danes ne obsto
Avstriji je l. 1858 izdelal orgle pri Sv. Margareti v okolici Sv. Paula v Lab
(St. Paul im Lavantthal), kar mu je prineslo naročilo za tamkajšnjo samo
kev (1859), ki je bilo njegovo zadnje in največje delo (25 registrov). V
delavnici je delalo precej pomočnikov, ki so kasneje postali samostojni o
njimi sta bila Janez Mandlin (*1818t1891) in Franc Goršič (*1836t1898)
delavnici sta se izučila tudi dva Petrova sinova, August in Johann. SALB, Josef Qosip), (*ok. SALB, Josef Qosip), (*ok. SALB, Josef Qosip), (*ok. Orglar v Mariboru. V 40. in 50. letih 19. st. je bil edini orglar v Ma
nadaljeval tradicijo Josepha Otoniča (*1767t1835), pri katerem se je najve
izučil. Po dispozicijah je bil predstavnik klasicizma. V orglarski obrti se
izkazal. Najbolj je poznan po popravilih in uglaševanju orgel po Štajerske
lovalec novih inštrumentov je zabeležen le dvakrat (Selnica ob Dravi, 1
Ormožu, 1853). Po njegovi smrti je obrt dedoval sin Joseph (*1828), ki pa
stvom ni ukvarja in je l. 1859 obrt opustil. Literatura: BIZJAK/ŠKULJ 1985, 116; ŠKU RUPNIK, Mihael ( Orglar v Pristavi pri Celju. Deloval je v času med letoma 1869 in 1885
ne so 3 orgle (Sv. Filip pri Olimju, 8 registrov; Zibika pri Šentjurju pri C
strov; Vuzenica, 13 registrov), l. 1879 pa je povečal orgle na Pesku pri Po
Literatura: BIZJAK/ŠKULJ 1985, 50, 158. Orglar v Pristavi pri Celju. Deloval je v času med letoma 1869 in 188
ne so 3 orgle (Sv. Filip pri Olimju, 8 registrov; Zibika pri Šentjurju pri Orglar v Pristavi pri Celju. Deloval je v času med letoma 1869 in 1885
ne so 3 orgle (Sv. Filip pri Olimju, 8 registrov; Zibika pri Šentjurju pri C
strov; Vuzenica, 13 registrov), l. 1879 pa je povečal orgle na Pesku pri Po
Literatura: BIZJAK/ŠKULJ 1985 50 158 ne so 3 orgle (Sv. Filip pri Olimju, 8 registrov; Zibika pri Šentjurju pri C
strov; Vuzenica, 13 registrov), l. 1879 pa je povečal orgle na Pesku pri Po
Literatura: BIZJAK/ŠKULJ 1985, 50, 158. RUMPEL (Rumpl), Peter (*1 Prvi j
časa (1868) samostojno orglarsko obrt na Dunaju, Johann pa je bil najpre
do ok. 1858 pomočnik pri uglednem dunajskem mojstru Carlu Hesseju (*
kasneje je postal naslednik Carla Friedricha Buckowa (*1801), po krajšem
Madžarskem pa je imel dve leti na Dunaju samostojno obrt (1870--1872) Naslov. Kamnik, Šutna (1 Naslov. Kamnik, Šutna (1 Literatura: EBERSTALLER 1955, 134, 214; ŠABAN 1979, 33, 39; BIZJAK/Š
106, 110, 112, 130, 182; ŠKULJ 1994, 130, 132; HOPFNER 1999, 411; KO
108-109, 127-129. Literatura: EBERSTALLER 1955, 134, 214; ŠABAN 1979, 33, 39; BIZJAK/
106, 110, 112, 130, 182; ŠKULJ 1994, 130, 132; HOPFNER 1999, 411; K
108-109 127-129 Literatura: EBERSTALLER 1955, 134, 214; ŠABAN 1979, 33, 39; BIZJAK/Š
106, 110, 112, 130, 182; ŠKULJ 1994, 130, 132; HOPFNER 1999, 411; KO
108-109, 127-129. Inštrumenti: Grad Tuštanj pri Moravčah, klavir zasebna last 108-109, 127-129. Inštrumenti: Grad Tuštanj pri Moravčah, klavir, z Inštrumenti: Grad Tuštanj pri Moravčah, klavir, z STRČ>LIN, Johann (16 Orglar in izdelovalec drugih inštrumentov v Ljubljani. Bil je komorni str
ljanskega škofa Tomaža Hrena, ki naj bi mu služil v času med letoma 1606-11
jetneje se je učil pri orglarju Vincenzu Colonnu v Benetkah. Leta 1611 je
orgelski rog na stolp na ljubljanski grad, za kar je prejel plačilo, nato je na pr
škofa Hrena odšel iz Ljubljane v drugo službo. Literatura: NAL, Gornji Grad A - f 79, Korespondenca škofa Tomaž
1597-1629; LAVRIČ 1988, 95, 354 (op. 733); KOTER 2001, 96. UNGLERTH (Ungelerth, Ungeleerth, Ungelert), Simon (*1778t14. 11. 18
Strugar in izdelovalec inštrumentov v Ljubljani. Meščanske pravice je do STEINHOFFER (Steinhofer), Johann Michael (17 Orglar v Ljubljani. Po rodu je bil iz Westfalije. Obrtni davek je plačeval v
letoma 1723-1729. Pripisujejo mu orgle v cerkvi v Mekinjah pri Kamniku (17
1727 je popravljal orgle v ljubljanski stolnici. Orglar v Ljubljani. Po rodu je bil iz Westfalije. Obrtni davek je plačeval v č
letoma 1723-1729. Pripisujejo mu orgle v cerkvi v Mekinjah pri Kamniku (17
1727 je popravljal orgle v ljubljanski stolnici. Literatura: Publikacije ZAL 0972), zv. 3,105; ŠKULJ Literatura: Publikacije ZAL 0972), zv. 3,105; ŠKULJ SCHWEIZER, Jos Mizar in izdelovalec klavirjev iz Ljubljane. Deloval je v prvi polovic
Meščanske pravice je dobil 29. l. 1808 kot mizar. Iz časopisnih oglasov v
znano, da je izdeloval tudi klavirje. Ljubljanski knjigarnar Janez Giontini,
ukvarjal tudi s prodajo inštrumentov, je l. 1852 preko oglasa ponujal Schw
"star•, dobro ohranjen klavir s šestimi oktavami, kakršni so bili značilni za dru
letje 19. st. Literatura: ZAL, Imenik meščanov stolnega mesta Ljubljane od 1786
767; KOTER 2001, 124. Literatura: ZAL, Imenik meščanov stolnega mesta Ljubljane od 1786-18
767; KOTER 2001, 124. 767; KOTER 2001, 124. Časopis. Kmetske in rokodelske novice, 1852, št. 54, Oglasn Časopis. Kmetske in rokodelske novice, 1852, št. 54, Oglasn Časopis. Kmetske in rokodelske novice, 1852, št. 54, Oglasnik STEINHOFFER (Steinhofer), Johann Michael (172 STEINHOFFER (Steinhofer), Johann Michael (17 MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUAL strov) v Janečkovem slogu. Nekaj jih je ohranjenih v manjših krajih na H
(Dol Pribički, 1782; Poljanica Bistranska, 1784; Gornja Bistra, grad, ok. 1784
1785; Gotalovec, 1787; Novaki, 1794; Nedjelja, 1799). Večje orgle s 14 reg
frančiškanski cerkvi v Kostanjki (Hrvaška), 1797, na Slovenskem pa so zn
Hrovači pri Ribnici na Dolenjskem (1782). Z njegovo smrtjo se je v krogu
orglarjev končalo tudi baročno orglarstvo. g
j
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Literatura: ŠABAN 1979, 21, 25, 39; BIZJAK/ŠKULJ 1985, 76, 88; ŠKULJ SCHOLZ, Anton ( Orglar v Celju. Deloval je na Slovenskem in Hrvaškem. Sodi v t. im. orglarjev, ki ga je na začetku 18. st. utemeljil Čeh Janez FrančišekJaneček
ok. 1777). Scholz je ok. l. 1782 prevzel Janečkovo delavnico in nadalje
češkega sloga. Kot izdelovalec orgel (»Orgel Macher") se je pojavljal med
in 1785, nato pa je dobil meščanske pravice kot orglar (»Burger und Orge
Cilli•). V zakonu z Elizabeto je imel dva sinova, ki sta zgodaj umrla in j
potomcev. Umrl je za tuberkulozo pri šestinštiridesetih letih. Delavnic
Čeh Venceslav Marthal (*pred 1780t po 1825), ki se je poročil z vdov
Znanih je okrog 10 orgel Antona Scholza, med katerimi je večina pozitivo Literatura: ZAL, Knjiga prejemkov in izdatkov 1581-1731, Cod. XIII/
fol. 36, Cod. XIII/224 (1707), fol. 39; NAZ, Acta Capit. Ant., fasc. 101/6
blikacije ZAL (1972), zv. 2, 105; ŠABAN 1979, 16-18; KOTER 2001, 98-99 VRABEC, Janko ( Orglar iz Mokronoga na Dolenjskem. Deloval je v okolici domačega k
imel delavnico. Izdeloval je le manjše orgle (Gabrijele, 1870, Dolenj
Drušče), ki kažejo za tisti čas zastarelo klasicistično smer. Izučil se je
Franca Ksaverja Deva (*1834t1872) v Ljubljani, ki je bil v svojem času n
uspešen orglar klasicistične smeri. Literatura: BIZJAK/ŠKULJ 1985, 52, 130; ŠKULJ 199 Literatura: BIZJAK/ŠKULJ 1985, 52, 130; ŠKULJ 199 VALENTINČIČ, Anton (
Davče
Ž VALENTINČIČ, Anton (
Davče
Ž Orglar iz Davče pri Železnikih. Deloval je v času med letoma 1840 in
je predvsem popravljal. Znani so le štirje njegovi inštrumenti, in sicer v ok
(Preddvor, Kalobje, Bukovščica, Lesce), ki so bili za tisti čas že zastarel
baročnem slogu. Literatura: ŠKU MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA 1801 kot izdelovalec inštrumentov (»Instrumentenmacher"). Uvrščamo ga
membnejše izdelovalce lesenih pihal na Slovenskem. Izdeloval je flavt
čakane, basetne rogove in flažolete. Ohranjeni inštrumenti ga povezuje
odličnih dunajskih mojstrov njegovega časa. Rojstni kraj ni znan, umrl
Ljubljani. Leta 1803 se je poročil z Lucijo Schlechter, s katero je imel sina
Johanna (*23. 9. 1811), ki je zgodaj umrl. Simon Unglerth je bil uspešen
potrjuje lastništvo več hiš v Ljubljani. Na obrtno-industrijski razstavi v
l. 1844 prejel bronasto medaljo. Naslov-. Ljubljana, Kapucinsko predmestje št. 40 in 41 ( Naslov-. Ljubljana, Kapucinsko predmestje št. 40 in 41 ( Literatura: ZAL, Conscriptions Aufnams Bogen der Kapuziner Vorsta
1830, Bogen 17, šk. 34; Publikacije ZAL 0977), zv. 4, 78-82, 84; BET
KOTER 2001, 131, 150-156. Jnštrumentarij: K0benhavn, Musikhistorisk Museum og Carl Claudius,
št. MMCCS CI 427; New York, Metropolitan Museum, The Crosby Brown
basetni rog, inv. št. NY MM, 89.4.2143; Ptuj, Pokrajinski muzej Ptuj, flavta, i
S, klarinet, inv. št. GL 18 S, del flažoleta, inv. št: GL 64 S, del flažoleta, inv. ŠTRUKELJ, Grego Orglar in organist v Zagrebu (Hrvaška). Po rodu izvira iz slovenske Šta
Zagrebu je omenjen l. 1621 kot popravljalec orgel, sedem let kasneje kot sto
nist in orglar, l. 1647 pa je izdelal orgle s 13 registri za zagrebško katedralo
l. 1690 je njegov inštrument povečal orglar iz Ljubljane Johann Faller (pred
1717). Literatura: ŠABAN 1979, 15 ; MEDER 1 Literatura: ŠABAN 1979, 15 ; MEDER 1 WALLENSTEINER, Andreas Sebastian (*pred Orglar v Ljubljani. Meščanske pravice je dobil l. 1702. Leta 1703 in 170
ljal orgelski rog na ljubljanskem gradu. V knjigi izdatkov je podpisan ko
orglar („Burger und Orgelmacher"). V Ljubljani je živel do l. 1708. Tega le
sal pogodbo za izdelavo orgel z 12 registri za frančiškansko cerkev v Zag
ni končal, saj je l. 1709 med delom umrl in je pokopan v Zagrebu. Ohran
zicija za omenjene orgle kaže, da bi bil lahko učenec Johanna Fallerja (
po 1717), orglarja iz Ljubljane. Literatura: ZAL, Knjiga prejemkov in izdatkov 1581-1731, Cod. XIII
fol. 36, Cod. XIII/224 (1707), fol. 39; NAZ, Acta Capit. Ant., fasc. 101/6
blikacije ZAL (1972), zv. 2, 105; ŠABAN 1979, 16-18; KOTER 2001, 98-9 MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA Lastnik tovarne in trgovine klavitjev C>·Klavier Fabrik und Handlung•) v
Najprej je deloval v Trstu, kjer je l. 1894 skupaj z Giuseppejem Schandlom
firmo „Germania· („Pinoforte Gesellschaft / Germania•), ki je bila registr
imenom »]. Schandl & R. Warbinek•. Izdelovali so klavirje, trgovali pa s
harmoniji („Klavier-Fabrik, Klavier u.(nd) Harm.(onium) Handlung•. Leta
Rudolf Warbinek preselil v Ljubljano in odprl tovarno za izdelovanje klav
lastnim imenom. P. de Witt je to delavnico označil kot »prvo tovarno kla
Kranjskem• (»Erste Krainische Pianoforte - Fabrik·). Po drugi svetovni vo
Warbinekova tovarna nacionalizirana, stroje in orodje pa so prepeljali v tov
bil v Mengšu, ustanovljeno l. 1946. Naslov. Trst, Via Felice Venecian 13 (1894); Ljubljana, Hilschergasse 5 (1 Naslov. Trst, Via Felice Venecian 13 (1894); Ljubljana, Hilschergasse 5 (189
Literatura: WITT de 1912, 350; MANTUANI 1932; PUNGARTNIK 1990
TER 2001, 124, 133. Literatura: BIZJAK/ŠKULJ 1985, 154; CG 81 (1988 WITTENZ (Bitenc), Andreas (Andrej) (*18 WITTENZ (Bitenc), Andreas (Andrej) (*18 Izdelovalec, uglaševalec in trgovec s klavirji v Ljubljani. Za obrtne prav
prosil l. 1835, vendar je občinski odbor, pristojen za dodeljevanje meščans
nih pravic, presodil, da njegova uveljavitev ljubljanskemu meščanstvu ne
korist. Izučil se je v neznani delavnici na Dunaju, njegovi izdelki pa kažejo
dober mojster. Ohranjena sta dva klavitja. Prvega hrani Narodni muzej v
(ok. 1835), drugi pa je del zbirke glasbil v Pokrajinskem muzeju Ptuj (1856
Leta 1841 je razstavljal na obrtno-industrijski razstavi v Gradcu, l. 1844 pa v
kjer je za svoj izdelek prejel srebrno odličje. Naslov. Ljubljana, Mesto št. 10 (»Stadt, Haus Nummer 1 Literatura: ZAL, Conscriptions Aufnahms Bogen von N. 1-100, šk. 29 (1)
cije ZAL (1977), zv. 3, 67; MANTUANI 1932; KOTER 2001, 130-132. Literatura: ZAL, Conscriptions Aufnahms Bogen von N. 1-100, šk. 29 (1)
cije ZAL (1977), zv. 3, 67; MANTUANI 1932; KOTER 2001, 130-132. Literatura: ZAL, Conscriptions Aufnahms Bogen von N. 1-100, šk. 29 (1)
cije ZAL (1977), zv. 3, 67; MANTUANI 1932; KOTER 2001, 130-132. Inštrumenti: Ljubljana, Narodni muzej Slovenije, Oddelek za zgodovin
rabno umetnost, inv. št. 21619; Ptuj, Pokrajinski muzej Ptuj, inv. št. GL 105 Inštrumenti: Ljubljana, Narodni muzej Slovenije, Oddelek za zgodovin
rabno umetnost, inv. št. 21619; Ptuj, Pokrajinski muzej Ptuj, inv. št. GL 105 Inštrumenti: Ljubljana, Narodni muzej Slovenije, Oddelek za zgodovin
rabno umetnost, inv. št. 21619; Ptuj, Pokrajinski muzej Ptuj, inv. št. GL 105 g
j
(
)
Orglar v Kropi. Velja za samouka. Deloval je v osrednji Sloveniji. Rod
Kropi, kjer je tudi umrl. Izdeloval je manjše orgle (do 10 registrov) s kla
dispozicijo. Prva leta je deloval sam (Javorje, Kropa, Koroška Bela, Ljubljan
Šentjošt nad Horjulom, Lipoglav), l. 1880 je s sinovoma Ignacijem ml. (*1853
Ivanom (*1857t1900) ustanovil družinsko podjetje „Ignacij Zupan in sinovi•, p
smrti pa se je podjetje preimenovalo v podjetje „Bratov Zupan•. Sinova sta p
začela izdelovati sodobnejše inštrumente z romantično dispozicijo. Pod ime
pan· je bilo izdelanih 127 orgel, kar je bila do takrat največja proizvodnja
območju nekdanje Slovenije. Literatura: BIZJAK/ŠKULJ 1985, 154; CG 81 (1988 Literatura: ŠABAN 1979, 34, 40; BIZJAK/ŠKULJ 1985, 154; CG 81 09 MUZIKOLOŠKI ZBORNIK • MUSICOLOGICAL ANNUA ZUPAN, Ignacij ml. (*21. 7. 1853 ZUPAN, Ignacij ml. (*21. 7. 1853t Orglar v Kropi in Kamni Gorici. Deloval je v Sloveniji in na Hrvaškem
je kot prvi orglar na Slovenskem uvedel sapnice na stožce, romantično d
pnevmatsko trakturo. Rodil se je v Kropi, umrl pa v Kamni Gorici. (*1825t1888) je bil orglar samouk. V domači delavnici se je skupaj z bra
(*1857t1900) izučil za orglarja. V poznih 70. letih 19. st. se je izpopolnjev
Bratov Rieger v Jaegrndorfu v Šleziji (danes Krnov, Češka). Leta 1880 je o
ma ustanovil podjetje „Ignacij Zupan in sinovi". Tega leta so Zupani preš
vanje takrat sodobnih romantičnih orgel po vzoru podjetja Rieger ter
najpomembnejše orglarsko podjetje na Slovenskem. Po očetovi smrti sta
nico preselila v Kamno Gorico in jo preimenovala v »Brata Zupan", ki s
tudi po Ivanovi smrti l. 1900. Ivan Zupan (*9. 12. 1857 v Kropi t4. 7. 1
Gorici) je v podjetju vodil dokumentacijo, bil pa je tudi organist in sklad
nih skladb. Pod imenom „zupan" je bilo skupaj izdelanih 127 orgel. M
slovenskih cerkvah si sledijo po velikosti: Poljane nad Škofjo Loko, Ig
Bovec, Kranj, Bohinjska Bistrica, Maribor, Naklo, Šentilj, Radmirje, Sora,
ta Gora pri Litiji, Gorje, Štorje, Dravograd, Dob in Sostro pri Ljubljani, Lju
Od celotnega opusa je evidentiranih ok. 65 del, med njimi jih je na širš
Hrvaške 15 (Reka, Omišalj, Drniš, Opatija, Čepič, Lovran, Gračišče, Žm
Bogoviči, Roč, Šibenik, Volosko, Kringa, Lindar). Podjetje »Brata Zupan"
mi slovenskimi orglarji, ki so zastopani na Hrvaškem, izdelalo največje š
Literatura: ŠABAN 1979 34 40; BIZJAK/ŠKULJ 1985 154; CG 81 09
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Assessment of the Isoniazid Preventive Therapy Uptake and Associated Characteristics: A Cross-Sectional Study
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Tuberculosis research and treatment
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Hindawi
Tuberculosis Research and Treatment
Volume 2018, Article ID 8690714, 9 pages
https://doi.org/10.1155/2018/8690714 Hindawi
Tuberculosis Research and Treatment
Volume 2018, Article ID 8690714, 9 pages
https://doi.org/10.1155/2018/8690714 1Department of Epidemiology and Biostatistics, School of Public Health of the College of Medicine and Health Sciences,
University of Rwanda, Kigali, Rwanda 1Department of Epidemiology and Biostatistics, School of Public Health of the College of Medicine and Health Sciences,
University of Rwanda, Kigali, Rwanda 2Faculty of Community and Health Sciences, University of Western Cape, Cape Town, South Africa
3Centre for International Child Health, University of Melbourne Department of Paediatrics and Murdoch Children’s,
Research Institute, Royal Children’s Hospital, Melbourne, VIC, Australia
4International Union against Tuberculosis and Disease, Paris, France Correspondence should be addressed to Francine Mwayuma Birungi; fbirungi@nursph.org Received 11 August 2017; Revised 2 February 2018; Accepted 25 March 2018; Published 6 May 2018 Academic Editor: Vincent Jarlier Copyright © 2018 Francine Mwayuma Birungi et al. This is an open access article distributed under the Creative Commons
Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is
properly cited. Objective. To assess the uptake of isoniazid preventive therapy (IPT) by eligible children in Kigali, Rwanda, and associated
individual, households, and healthcare systems characteristics. Methods. A cross-sectional study was conducted among child
contacts of index cases having sputum smear-positive pulmonary tuberculosis. Data were collected from 13 selected primary health
centres. Descriptive statistics were used to generate frequency tables and figures. Logistic regression models were performed to
determine characteristics associated with IPT uptake. Results. Of 270 children (under 15 years), who were household contacts of
136 index cases, 94 (35%) children were less than 5 years old and eligible for IPT; and 84 (89%, 95% CI 81–94) were initiated on
IPT. The reasons for not initiating IPT in the remaining 10 children were parents/caregivers’ lack of information on the need for
IPT, refusal to give IPT to their children, and poor quality services offered at health centres. Factors associated with no uptake of
IPT included children older than 3 years, unfriendly healthcare providers, HIV infected index cases, and the index case not being
the child’s parent. Conclusion. The National Tuberculosis Program’s policy on IPT delivery was effectively implemented. Future
interventions should find strategies to manage factors associated with IPT uptake. Francine Mwayuma Birungi
,1,2 Stephen Graham,3,4
Jeannine Uwimana,1,2 and Brian van Wyk2 1Department of Epidemiology and Biostatistics, School of Public Health of the College of Medicine and Health Sciences,
University of Rwanda, Kigali, Rwanda
2Faculty of Community and Health Sciences, University of Western Cape, Cape Town, South Africa
3Centre for International Child Health, University of Melbourne Department of Paediatrics and Murdoch Children’s,
Research Institute, Royal Children’s Hospital, Melbourne, VIC, Australia
4International Union against Tuberculosis and Disease, Paris, France 1Department of Epidemiology and Biostatistics, School of Public Health of the College of Medicine and Health Sciences,
University of Rwanda, Kigali, Rwanda
2Faculty of Community and Health Sciences, University of Western Cape, Cape Town, South Africa 2. Methodology 2.1. Site Selection. A cross-sectional study was conducted at 13
primary health centres (PHCs) providing TB diagnostic and
treatment services in Kigali. Kigali, the capital city of Rwanda,
reports the highest prevalence of TB in Rwanda and around
30% of Rwanda’s total pulmonary TB (PTB) cases [9]. Thus,
Kigali was selected as case study site. There are 35 primary
health centres (PHCs) in Kigali whence 23 PHCs provide TB
diagnostic and treatment services and represent entry points
for TB cases. The criterion used to select 13 PHCs from the 23
PHCs providing TB diagnostic and treatment services was a
record of at least 10 sputum smear-positive PTB cases report-
ed between January and June 2015. Among the 13 PHCs se-
lected for this study, nine (69%) were public-funded and
four were faith-based (public and private funded). Of the 13
PHCs, three had two staff members, and ten (77%) had one
staff member, working in TB services. All the staff members
were trained in TB management and provided counseling to
parents/caregivers on IPT before their children started the
regimen. In Rwanda, medication for TB is provided free of
charge. Moreover, all TB index cases are offered the oppor-
tunity to choose the nearest healthcare facility or community
health worker they wish to receive TB treatment or IPT. The uptake of IPT is defined as the proportion of children
eligible to receive IPT according to the WHO recommen-
dation [12]. Screenings conducted during this study identified
all children as eligible for IPT according to the WHO recom-
mendation [12]. To assess the uptake of IPT, every par-
ent/caregiver of an eligible child was asked whether the child
was initiated on the IPT or not. The IPT register at PHCs
assisted to verify the information given by parents/caregivers. The sociodemographic characteristics and medical history of
index cases, such as a result of smear microscopy, HIV status,
residential address, and telephone number, were recorded. The data collected were validated by the index cases, parents,
or caregivers of selected children once they were identified to
ensure their accuracy. All children underwent a history, phys-
ical, and chest X-ray (CXR) examination. Anteroposterior
and lateral CXR were also performed on all children; they
were read by two independent experienced general prac-
titioners, trained in interpreting CXR and blinded to the
clinical details of participants; an experienced radiologist
verified all CXR to rule out any discordance. 1. Introduction most widely recommended regimen is isoniazid preventive
therapy (IPT) that is provided as a daily dose for at least 6
months. Notwithstanding the potential benefits of contact
screening for active case detection and initiation of IPT, these
activities are rarely implemented in TB endemic settings [5,
6]. Furthermore, even when IPT is offered to eligible children,
its uptake is often poor [7, 8]. In 2015, the World Health Organisation (WHO) estimates
showed that 10% of the 9 million tuberculosis (TB) incident
cases occurred in children, which resulted in 210,000 TB-
related deaths including 170,000 in HIV-negative children [1]. Children exposed to index cases with TB, particularly sputum
smear-positive pulmonary TB (PTB), are at risk of infection
and when infected, infants and young children (<5 years old)
are at high risk of developing the disease [2, 3]. WHO recom-
mends routine screening of child contacts in resource-limited
settings through a symptom-based screening approach that
can be implemented in the community and provision of pre-
ventive therapy for at-risk contacts after excluding TB [4]. The t
Rwanda is a TB endemic resource-limited country, which
had an estimated 6.6 [95% IC: 5.6–7.6] thousand new TB cases
in 2015 [1]. According to the TB surveillance system, 5,763 TB
cases, including 68.1% of new confirmed bacteriological pul-
monary TB cases and 85.3% of sputum smear-positive PTB
cases, were reported in the period between 2015 and 2016. Children under 15 years old represented 5.3% of all TB cases Tuberculosis Research and Treatment 2 reported [9]. The active contact screening and IPT are recom-
mended by the National TB Programme (NTP) in Rwanda
but TB case detection strategy is limited to passive screening. Although guidelines for IPT have been in existence since
2005, their implementation has not been assessed. For a few
years, particular attention has been given to TB in children by
Rwanda’s NTP since TB treatment is recognized as an oppor-
tunity that prevents and addresses an important cause of child
mortality [10, 11]. The NTP strategy has promoted the uptake
and adherence of IPT as one of the 30 performance indicators
since 2009. This paper reports about the uptake of IPT by
eligible children in Kigali, the capital city of Rwanda, and
evaluates the associated individual, households, and health-
care systems characteristics. by parents or primary caregivers. 1. Introduction Ineligible child contacts
included those born after the index cases were diagnosed and
initiated on TB treatment, child contacts on TB treatment,
and those that were not living in the same household with
the index cases before the diagnosis. Moreover, child contacts
older than 5 years, including those infected with HIV, were
also excluded in accordance with Rwanda’s NTP policy. 2.3. Data Collection and Management. Data were collected
in twofold, from patients’ records at the PHC facilities and
from parents/caregivers of eligible child contacts interviewed
by trained enumerators using a structured questionnaire. The questionnaire was developed, pretested during a pilot
study in two selected sites, and modified for later use in data
collection. Twelve selected data enumerators were trained to
conduct interviews with parents/caregivers of selected child
contacts. Additionally, 20 CHWs were trained to identify and
enumerate all eligible children in the households as well as
explain the study to parents/caregivers and sensitize them to
take child contacts to the nearest PHCs for clinical evaluation
and data collection. Furthermore, by screening each child
and interviewing each parent/caregiver, data enumerators
ensured that the child contact was eligible or otherwise
excluded even if he/she has been declared eligible by CHWs.hi 3. Results Figure 1 shows the flow of recruitment of child contacts with
136 (39%) of 346 sputum smear-positive PTB index cases
diagnosed and treated at 13 PHCs in Kigali during the 7-
month study period. The index cases had at least one child
contact aged between 0 and 14 years. Of the 136 index cases,
72 (53%) had at least a child contact who met the inclusion
criteria. Of 94 (35%) children from 72 index cases who were
eligible, 84 (89%) had started IPT. 2.4. Data Analysis. The data collected were double-entered
into a Microsoft Excel worksheet and exported to Stata Soft-
ware for statistical analysis after checking their consistency. The data were analyzed using descriptive and multivariate
statistics. Continuous variables were dichotomized using the
median as the cut-off. Categorical variables were described
using frequency tables and proportionate methods. Univari-
ate and multivariate logistic regression was performed to
determine characteristics associated with IPT uptake. Where
appropriate, Chi-square test or Fisher’s exact test was per-
formed to assess the association between two variables. Vari-
ables with a 𝑝value < 0.2 in univariate analysis were included
in the logistical regression model using backward stepwise
method. The final model included those factors that retained
statistical significance. The odd ratios (OR) and adjusted OR
(aOR) along with its 95% confidence interval were calculated
using Stata Software (version 13). The associations were
declared significant if 𝑝value < 0.05. Tables 1, 2, and 3 show the characteristics of the eligible
index cases, their households, and child contacts by IPT
uptake, respectively. The results show no significant differ-
ence between children who started IPT and those who did
not with regard to the characteristics of index cases (Table 1)
and healthcare facilities (that are unfriendly versus friendly
and satisfaction level of parents/caregivers on the quality of
services offered). There were significant differences between
children who started IPT and those who did not with regard
to the sex of the head of the household (13/62 versus 5/10, 𝑝=
0.049) (Table 2) and the age of the child contact (≤3 versus
>3 years, 𝑝= 0.007) (Table 3). Children living in households
headed by female were more likely not to be initiated on
IPT than those living in households headed by a male. Also,
children aged > 3 years old were more likely not to be
initiated on IPT than those ≤3 years old. 2. Methodology The components
of all reports were agreed on before a final diagnosis was
determined. Symptomatic children are treated with antibi-
otics for seven days as recommended by the current TB diag-
nostic algorithm in the country. Child contacts with persis-
tent TB-related symptoms or abnormal CXR were referred
to the District Hospital for further tests including smear
microscopy, Xpert MTB/RIF assay, and solid culture using
sputum collected through gastric lavage following the stan-
dard procedure [13] in order to exclude TB disease.h 2.2. Study Population. This study was conducted among
household contacts of index cases with sputum smear-posi-
tive PTB in 13 selected PHCs from 1 August 2015 to 29 Febru-
ary 2016. The criteria for selecting an index case of any gender
were as follows: having at least one child under the age of
5 years, not belonging to a household having a previously
selected index case, and providing proof of living in Kigali
during the period of study. Identified index cases were re-
quested, through either phone conversations or trained com-
munity health workers (CHWs), to bring their children to the
nearest PHC on a specific day that coincided with data enu-
merators’ visits to the PHC. In case the index cases were not
parents/caregivers of the children needed at the PHCs, they
were requested to inform those children’s parents/caregivers
to do so. The interview with eligible children’s parents/caregivers
identified the sociodemographic and economic character-
istics of the index cases, their households, and knowledge
on how to prevent TB in child contacts. A parent/caregiver
was considered knowledgeable about, first, IPT prevention
if he/she knew that administering INH for 6 months would Eligible child contacts were aged below 5 years old and
shared the same household with a selected index case within 3
months prior to the diagnosis of the latter. 2. Methodology The children were
enrolled following the signing of written informed consent Tuberculosis Research and Treatment 3 176/270 child contacts not
eligible for IPT: 17 children
were not living with index
case within 3 months prior to
the diagnosis; 37 under five
years old child contacts born
afer diagnosis of index
cases; and 122 living with
index case within 3 months
prior to the diagnosis, but ≥5
years old
Child contacts who started IPT
= 84 (89%)
Child contacts who did not Start
IPT = 10 (11%)
Index with child contact who met the
inclusion criteria = 72/136 (53%)
Number of child contacts who met the
inclusion criteria (<5 years old) and
screened for TB 94/270 (35%)
(39%). 270 child (<15 years) contacts
Index cases with child contacts = 136/346
Number of Pulmonary TB cases sputum positive = 346
Figure 1: Flow of recruitment of child TB contacts. 176/270 child contacts not
eligible for IPT: 17 children
were not living with index
case within 3 months prior to
the diagnosis; 37 under five
years old child contacts born
afer diagnosis of index
cases; and 122 living with
index case within 3 months
prior to the diagnosis, but ≥5
years old (39%). 270 child (<15 years) contacts
Index cases with child contacts = 136/346 Index with child contact who met the
inclusion criteria = 72/136 (53%) Number of child contacts who met the
inclusion criteria (<5 years old) and
screened for TB 94/270 (35%) Figure 1: Flow of recruitment of child TB contacts. Review Board of the University of Rwanda, College of Medi-
cine and Health Sciences, approved the study protocol. Per-
mission was obtained from Rwanda NTP to collect data from
the eligible PHCs. protect the child contacts against TB. Second, prevention of
child contacts from contracting TB if he/she knew three of the
following pieces of information: using a mask when breast-
feeding, avoiding to kiss him/her, avoiding to sleep in the
same room or bed with him/her, opening windows and doors
for good ventilation, and using arm protection when cough-
ing. The interview with eligible children’s parents/caregivers
also determined characteristics of the healthcare facility
such as quality of services provided and the attitude of
health providers towards patients. Those characteristics were
assessed by asking parents/caregivers the level of satisfaction
with the quality of services offered at the PHCs and whether
the healthcare service providers were friendly. 3. Results Tuberculosis-related
symptoms such as coughing, fever, and weight loss were
reported by 25% (23/94) of child contacts, and those cases
reported responded to generic antibiotics recommended by
the current TB diagnostic algorithm in the country. Neither 2.5. Ethical Approval. The Biomedical Research Ethics Com-
mittee of the University of the Western Cape and the Ethics Tuberculosis Research and Treatment Tuberculosis Research and Treatment 4 Table 1: Characteristics of the index cases of the child contacts by uptake of IPT. Table 1: Characteristics of the index cases of the child contacts by uptake of IPT. Table 1: Characteristics of the index cases of the child contacts by uptake of IPT. Characteristics
Index cases (𝑁= 72) (%) Index case whose children
took IPT (𝑁= 62) (%)
Index case whose children
did not take IPT (𝑁= 10)
(%)
𝑝value
Age group
0.716
≤35 years old
39 (54)
34 (55)
5 (50)
>35 years old
33 (46)
28 (45)
5 (50)
Sex, female
33 (46)
28 (45)
5 (50)
0.776
Residence of the index case
0.641
Nyarugenge
12 (17)
11 (18)
1 (10)
Kicukiro
20 (28)
16 (26)
4 (40)
Gasabo
40 (55)
35 (56)
5 (50)
Type of health facility used by index
cases
0.262
Public
51 (71)
42 (68)
9 (90)
Faith-based
21 (29)
20 (32)
1 (10)
Marital Status
0.243
Never married
11 (15.5)
8 (13)
3 (30)
Married
50 (69)
45 (73)
5 (50)
Separated
11 (15.5)
9 (14)
2 (20)
Index case Head of household
29 (40)
25 (40)
4 (40)
0.985
Index case tested for HIV
61 (85)
52 (84)
9 (90)
0.617
Result of HIV test Positive
18/61 (30)
13/52 (25)
5/9 (56)
0.063
IPT = Isoniazid Preventive Therapy; HIV = human immunodeficiency virus. years), HIV status of child contacts (HIV-positive versus
HIV-negative), relationship between child contacts and index
cases (child versus others), HIV status of index case (HIV-
positive versus HIV-negative), household income (income
< 50.000 Rwandan Franc versus ≥50.000 Rwandan Franc),
and relationship between healthcare providers and par-
ents/caregivers (friendly versus unfriendly). After adjust-
ing the variables, the age of child contacts and relation-
ship between healthcare providers and parents/caregivers
remained associated with the uptake of IPT. Child contacts
older than 3 years were more likely not to be initiated on IPT
than those less than 3 years old (aOR 29, 95% CI 2.17–400;
𝑝< 0.011). 3. Results Moreover, the child contacts whose parents/care-
givers found healthcare providers unfriendly were also more
likely not to be initiated on IPT than those whose parents/
caregivers found them friendly (aOR 19, 95% CI 2.51–140;
𝑝< 0.017). The HIV status of index cases and the relationship
between child contacts and index cases were also associated
with no uptake of IPT in multivariate analysis. Child contacts
living with HIV-positive index cases were more likely not
to be initiated on IPT than those living with HIV-negative
ones (aOR 8.1, 95% CI 2.53–537; 𝑝< 0.038). Furthermore,
the child contacts who were not children of index cases were
more likely not to be initiated on IPT than those who were
index cases’ children (aOR 59, 95% CI 2.74–127; 𝑝< 0.009). of the children screened presented with an abnormal CXR
nor a diagnosed TB disease [12, 14]. The majority of par-
ents/caregivers of child contacts (66/72, 92%) had knowledge
of at least one method on how to prevent transmission of TB
to children and 32% (23/72) had knowledge of IPT prevention
(Table 2). All the 94 eligible child contacts were screened for TB
by PHC providers whence 84 (89%, 95% CI 81–94) were
initiated on IPT for 6 months as per the national and WHO
guidelines [12, 14]. The reasons given by parents/caregivers for
not initiating child contacts on IPT were lack of awareness of
the need to do so (5/10 or 50%); failure to initiate IPT (4 or
40%); and poor healthcare service experienced at the PHC
(10%). In univariate analysis, the age of child contacts, sex of the
household head, and relationship between healthcare provid-
ers and parents/caregivers were associated with the uptake
of IPT (Table 4). Child contacts over 3 years old were more
likely not to be initiated on IPT than those who were below 3
years old (OR 7, 95% CI 1.65–29; 𝑝< 0.008). Children living
in households headed by a female were more likely not to be
initiated on IPT than those living in households headed by a
male (OR 4.6, 95% CI 1.18–17.9; 𝑝< 0.028). Child contact
whose parents/caregivers did not find friendly healthcare
providers at the PHCs were also more likely not to be initiated
on IPT than those whose parents/caregivers did. (OR 10, 95%
CI 1.26–83; 𝑝< 0.029). 4. Discussion In multivariate analysis, the sex of households’ head had
no significance. The final explanatory variables of no uptake
of IPT were age group of child contacts (≤3 years versus >3 The primary aim of this study was to assess the uptake of
IPT by child contacts and associated factors in order to Tuberculosis Research and Treatment 5 Table 2: Characteristics of the household of child contacts by uptake of IPT. Characteristics
Total (𝑁= 72) (%)
Child contact started IPT
(𝑁= 62) (%)
Child contact did not start
IPT (𝑁= 10) (%)
𝑝value
Head of household
Age group
0.501
≤37 years old
38 (53)
34 (55)
4 (40)
>37 years old
34 (47)
28 (45)
6 (60)
Sex, female
18 (25)
13 (21)
5 (50)
0.049
Household monthly income
0.149
≤50.000 Rwandan Franc
47 (65)
38 (61)
9 (90)
>50.000 Rwandan Franc
25 (35)
24 (39)
1 (10)
Marital Status
0.967
Never married
7 (10)
6 (10)
1 (10)
Married
56 (78)
48 (77)
8 (80)
Separated
9 (12)
8 (13)
1 (10)
Highest education level completed
0.625
Never attended school
9 (12)
7 (11)
2 (20)
Primary school
43 (60)
38 (61)
5 (50)
Secondary school and plus
20 (28)
17 (28)
3 (30)
Household
Number of people living in the house
at the time of the diagnosis of the
index case
One person
19 (26)
16 (26)
3 (30)
0.717
Two persons or more
53 (74)
46 (74)
7 (70)
Parents/caregivers had knowledge of
prevention of transmission of 𝑇𝐵𝑎
66 (92)
58 (94)
8 (80)
0.192
Parents/caregivers have knowledge on
the role of 𝐼𝑃𝑇𝑏
23 (32)
22 (35)
1 (10)
0.153
IPT = isoniazid preventive therapy; TB = tuberculosis; aaware about using a mask when breastfeeding, avoiding sleeping in the same room or bed with child
contacts, opening windows and doors for improved ventilation, practicing hygiene while coughing. bKnowledgeable about the administration of INH for 6
months to protect child contacts against TB. Table 2: Characteristics of the household of child contacts by uptake of IPT. Table 2: Characteristics of the household of child contacts by uptake of IPT. The WHO provided the first estimates of preventive
therapy coverage for eligible children under the age of 5
years in 2016 [1]. The estimates showed that only 5.6% of an
estimated 440,000 child contacts received preventive therapy
in 2015 in the African region. 4. Discussion Characteristics
Under five years old child
contacts (𝑁= 94) (%)
Child contacts who
started IPT (𝑁= 84) (%)
Child contacts who did
not start IPT (𝑁= 10) (%)
𝑝value
Age group
≤3 Years
66 (70)
63 (75)
3 (30)
0.007
>3 Years
28 (30)
21 (25)
7 (70)
Sex child contact
0.504
Female
43 (46)
37 (44)
6 (60)
BCG scar
Yes
90 (96)
80 (95)
10 (100)
1.000
Children tested for HIV
47 (50)
39 (46)
8 (80)
0.091
HIV test Result Positive
2 (4)
2 (5)
0 (0.0)
0.051
Relationship to the Index case
Child
70 (75)
65 (77)
5 (50)
0.060
Others
24 (25)
19 (23)
5 (50)
Had TB-related symptom during the
screeninga
23 (24)
19 (23)
4 (40)/
0.252
Share the same bedroom with index
cases
48 (51)
42 (50)
6 (49)
1.000
Time spend with index cases
≥8 hours
75 (80)
66 (79)
9 (90)
0.681
BCG = Bacilli Calmette-Guerin; IPT = isoniazid preventive therapy, TB = tuberculosis; HIV = human immunodeficiency virus; aTB-related symptom = to
have one of those symptoms (a cough, fever, and weight loss). Table 4: Risk factors for nonuptake of IPT. Factors
OR (95% CI)
𝑝value
aOR (95% CI)
𝑝value
Child contacts
>3 Years
7.0 (1.65–29)
0.008
29 (2.17–400)
0.011
HIV positive
5.0 (1.0–25)
0.050
10 (0.61–174)
0.105
Not child of the index case
3.4 (0.89–13)
0.072
59 (2.74–127)
0.009
Index cases
HIV-positive
4.0 (0.97–16.77)
0.054
8.1 (2.53–537)
0.038
Household factors
Sex of the head of the household
4.6 (1.18–17.9)
0.028
-
Income < 50.000 Rwandan Franc
0.1 (0.22–1.57)
0.123
0.1 (0.01–1.01)
0.050
Heath facility factors
Provider not friendly
10 (1.26–83)
0.029
19 (2.514–140)
0.017
IPT = isoniazid preventive therapy; HIV = human immunodeficiency virus; CI = confidence interval; OR = odds ratio; aOR = adjusted OR. Our study showed that most parents/caregivers of child
only 8% of parents with sputum smear-positive TB took their Tuberculosis Research and Treatment 6 Table 3: Characteristics of child contacts eligible for IPT by IPT uptake. Table 3: Characteristics of child contacts eligible for IPT by IPT uptake. Table 3: Characteristics of child contacts eligible for IPT by IPT uptake. 4. Discussion Characteristics
Under five years old child
contacts (𝑁= 94) (%)
Child contacts who
started IPT (𝑁= 84) (%)
Child contacts who did
not start IPT (𝑁= 10) (%)
𝑝value
Age group
≤3 Years
66 (70)
63 (75)
3 (30)
0.007
>3 Years
28 (30)
21 (25)
7 (70)
Sex child contact
0.504
Female
43 (46)
37 (44)
6 (60)
BCG scar
Yes
90 (96)
80 (95)
10 (100)
1.000
Children tested for HIV
47 (50)
39 (46)
8 (80)
0.091
HIV test Result Positive
2 (4)
2 (5)
0 (0.0)
0.051
Relationship to the Index case
Child
70 (75)
65 (77)
5 (50)
0.060
Others
24 (25)
19 (23)
5 (50)
Had TB-related symptom during the
screeninga
23 (24)
19 (23)
4 (40)/
0.252
Share the same bedroom with index
cases
48 (51)
42 (50)
6 (49)
1.000
Time spend with index cases
≥8 hours
75 (80)
66 (79)
9 (90)
0.681
BCG = Bacilli Calmette-Guerin; IPT = isoniazid preventive therapy, TB = tuberculosis; HIV = human immunodeficiency virus; aTB-related symptom = to
have one of those symptoms (a cough, fever, and weight loss). Under five years old child
contacts (𝑁= 94) (%)
Child contacts who
started IPT (𝑁= 84) (%)
Child contacts who did
not start IPT (𝑁= 10) (%)
𝑝va Table 4: Risk factors for nonuptake of IPT. Table 4: Risk factors for nonuptake of IPT. Factors
OR (95% CI)
𝑝value
aOR (95% CI)
𝑝value
Child contacts
>3 Years
7.0 (1.65–29)
0.008
29 (2.17–400)
0.011
HIV positive
5.0 (1.0–25)
0.050
10 (0.61–174)
0.105
Not child of the index case
3.4 (0.89–13)
0.072
59 (2.74–127)
0.009
Index cases
HIV-positive
4.0 (0.97–16.77)
0.054
8.1 (2.53–537)
0.038
Household factors
Sex of the head of the household
4.6 (1.18–17.9)
0.028
-
Income < 50.000 Rwandan Franc
0.1 (0.22–1.57)
0.123
0.1 (0.01–1.01)
0.050
Heath facility factors
Provider not friendly
10 (1.26–83)
0.029
19 (2.514–140)
0.017
IPT = isoniazid preventive therapy; HIV = human immunodeficiency virus; CI = confidence interval; OR = odds ratio; aOR = adjusted OR. only 8% of parents with sputum smear-positive TB took their
children to a medical clinic for screening despite having clear
information on the need to do so [8].h Our study showed that most parents/caregivers of child
contacts had some general knowledge on how to prevent TB
in children. That level of knowledge was higher than that
reported in studies conducted elsewhere [26, 27]. 4. Discussion However, Rwanda was among
a few countries in Africa that provided data to the WHO
from routine surveillance of preventive therapy for young
child contacts [1]. Therefore, the high uptake in our study may
reflect the particular attention being given by Rwanda NTP to
TB in children in accordance with the Rwanda government’s
priority intervention aimed at preventing and addressing
the most important causes of child mortality [10, 11]. Addi-
tionally, the goal of Rwanda NTP strategies is to strengthen
more than 30 indicators outlined in the Performance-Based
Financing (PBF) since 2009. The outlined indicators include
“number of children eligible for IPT who received it” and
“number of children aged below 5 years old who completed
IPT.” The funding of healthcare services according to the PBF
is based on the performance of medical facilities in enhancing
the quantity and quality of preventive and curative treatment
to the people [22]. Hence, the PBF has improved the quantity
and quality of healthcare in many countries [23–25]. inform the NTP on its implementation. Despite the diversity
methodology designs, the IPT uptake established in this study
(89%) was found to be higher than 6% [15], 18.7% [16], 26.8%
[17], 33% [18], and 64.3% [19] reported in Malawi, Timor-
Leste, South Africa, South India, and Ethiopia, respectively. In contrast, recent studies conducted in the Gambia [20] and
Benin [21] have reported an 89% and 99% of IPT uptake,
which is similar to and higher than this study’s findings,
respectively. The integration of IPT into the programmatic
delivery of healthcare might explain the high uptake reported
in this study as well as in study findings reported in Gambia
and Benin. This is in contrast to earlier studies that were con-
ducted in a healthcare facility environment [15, 16]. Rwanda’s
NTP strategy adopts the households’ visit of index cases by
healthcare providers at the beginning of sputum smear PTB
treatment. These visits allow for screening child contacts
and initiating them on IPT. Our high IPT uptake finding
corroborates results published in the 2013-2014 and 2015-2016
annual reports of Rwanda’s NTP revealing an uptake of 85%
and 78%, respectively. However, these reports do not provide
information on the actual number of eligible contacts who
had access to IPT in the community. 6
Tuberculosis Research and Treatment
Table 3: Characteristics of child contacts eligible for IPT by IPT uptake. 4. Discussion Informa-
tion, Education, and Communication sessions are organized
twice a week at healthcare facilities by service providers, at
the community level by the CHWs and at local politico-
administrative authorities level as well as in media, to inform
the population about TB. Other studies have shown that low-
level knowledge on TB could negatively affect the health-
seeking behaviour of the people [27, 28]. Contrasting findings
have been reported in a study conducted in Malawi, where The geographical accessibility can also explain the high
uptake of IPT in Rwanda. Across the country, there has been
an improvement in the ease of access to healthcare centres. Countrywide, the average time to access the nearest health-
care centre is less than 1 hour [29]. Transport cost was not
a limiting factor mentioned by any parent/caregiver whose
children were not initiated on IPT in our study as was the case
in the study conducted in Malawi [30]. Furthermore, a study
carried out in Bangkok, Thailand, by Tornee et al. [31] shows 7 Tuberculosis Research and Treatment that the short distance from home to the nearest medical
clinic was associated with adherence of the households’ con-
tact to screening.i cases were followed up in public PHCs and 56% of them
whose children were not started on IPT were HIV infected. This suggests that negative experience in government health-
care facilities and social stigma among TB-HIV coinfected
persons have a negative impact on the uptake of IPT among
child contacts. This finding is a cause of concern in Rwanda
since the healthcare-seeking behaviour of HIV-positive par-
ents/caregivers influence TB screening and management in
children.h In the univariate analysis, the significance of the sex of
household heads was lost when it was adjusted for other
variables. This finding suggests that the sex of index cases was
a confounder variable in this study. Nevertheless, additional
studies are needed to investigate the role of gender in the
decision to initiate IPT. In multivariate analysis, our study established that the
child contacts who were not children of index cases were
more likely not to be initiated on IPT than those who were
their children. This finding corroborates a study conducted
in Timor-Leste [16] as well as a qualitative study in Bangkok,
Thailand [31]. Both studies reported lack of screening of child
contacts who were not children of index cases. 4. Discussion The approach
is slightly different in Rwanda, whereby household visits of
index cases with sputum smear-positive PTB by healthcare
providers helps in screening child contacts and initiating
them on IPT. Thus, child contacts who are not children of
the index cases have a high possibility of being screened even
though the initiation of IPT among these children may be low. When an index case is not the biological parent of a child
contact, the latter may choose to be visited by a healthcare
provider in the absence of the former. Often, healthcare
providers inform the index cases about the intended home
visit so that children can be screened but not necessarily start
on IPT. This is because index cases may not inform the
parents or caregivers of the children the need for initiating
their children on IPT. This could explain the 100% screening
of eligible child contacts in this study whence only 89% were
initiated on IPT. The parents/caregivers of 50% of child con-
tacts who were not initiated on IPT reported their lack of in-
formation about its usefulness. The study has some limitations. First, the research was
conducted in Kigali; thus, the findings might not be general-
ized to the whole country, especially remote rural areas where
healthcare-seeking behaviour may be different. Second, the
sample size was small to enable comparative analyses that
may have limited our statistical detection of small differences
in the IPT uptake. 5. Conclusion Findings from our study reveal that the NTP policy on the
provision of IPT has been effectively implemented in Rwanda
under the set programmatic conditions. Despite differences
in methods of study, the percent IPT uptake established in
this study is higher than that reported in Malawi, Timor-
Leste, South Africa, South India, and Ethiopia and similar
to and lower than in Gambia and Benin, respectively. Special
attention should be given to child contacts more than 3 years
old, child contacts who are not children of index cases, and
child contacts who are children of HIV infected persons in
order to identify the challenges experienced in initiating the
IPT. Future interventions should find strategies to (1) fight
against social stigma, especially in TB coinfected patients, and
(2) eradicate the unfriendly attitude of healthcare providers
towards all patients in general and TB coinfected patients in
particular. Our study also established that child contacts older than
3 years were more likely not to be initiated on IPT than those
aged below 3 years old. These findings can be explained by
the fact that parents/caregivers protect their younger children
from contracting TB more than their older children. Similar
findings were reported in a qualitative study conducted in
Bangkok, Thailand, by Tornee et al. [31], which showed that
parents/caregivers worry that their younger children might
get TB infection and take them to healthcare facilities for
screening.h Conflicts of Interest The authors declare that there are no conflicts of interest re-
garding the publication of this article. Authors’ Contributions The parents/caregivers who found unfriendly healthcare
providers at the PHCs were also more likely not to initiate
their children on IPT than those who found them friendly. Child contacts living with HIV-positive index cases were less
likely to be initiated on IPT than those living with HIV-
negative index cases. Those two factors may be correlated. A
study demonstrated that interactions and negative experience
of people seeking treatment in government healthcare facili-
ties contribute to a reduction in subsequent medical visits or
follow-ups [32], which is mostly observed among the HIV-
positive population. Francine Mwayuma Birungi conceived the idea, designed the
research, and was involved in the collection, analysis, and
interpretation of the data. She drafted and critically revised
the paper. Brian van Wyk, Jeannine Uwimana, and Stephen
Graham advised on the protocol and drafted and critically
reviewed the paper for important intellectual content. All
authors reviewed and approved the final manuscript for pub-
lication. All authors read and agreed on the final manuscript. References [18] H. R. Shivaramakrishna, A. Frederick, A. Shazia et al., “Isoni-
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HIV, 5th edition, 2009. [30] R. Zachariah, M.-P. Spielmann, A. D. Acknowledgments Besides the negative experience from unfriendly health-
care providers, the HIV-positive people have to cope with
social stigma [33, 34]. A study revealed that women, who
often take children to healthcare facilities, experience stigma-
related problems more than men [35]. In our study, 71% index The authors would like to express their sincere gratitude to
study participants and their parents or caregivers, NTP staff,
TB focal points, head of PHCs, community health workers,
and data enumerators involved in this study. They thank also Tuberculosis Research and Treatment 8 Mr. G´ed´eon Bahemuka Jino and Dr. Mary Nelima Ondiaka
for editing the manuscript. This study was funded by UR-
Sweden collaboration programme. Mr. G´ed´eon Bahemuka Jino and Dr. Mary Nelima Ondiaka
for editing the manuscript. This study was funded by UR-
Sweden collaboration programme. exposed to tuberculosis in Timor-Leste,” Tropical Medicine &
International Health, vol. 20, no. 6, pp. 730–736, 2015. [17] M. Osman, A. C. Hesseling, N. Beyers et al., “Routine program-
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delivery of isoniazid preventive therapy in a cohort of children Tuberculosis Research and Treatment Tuberculosis Research and Treatment 9 [32] S. Churcher, “Stigma related to HIV and AIDS as a barrier to
accessing health care in Thailand: a review of recent literature,”
WHO South-East Asia Journal of Public Health, vol. 2, no. 1, pp. 12–22, 2013. [33] S. X. Jittimanee, S. Nateniyom, W. Kittikraisak et al., “Social
stigma and knowledge of tuberculosis and HIV among patients
with both diseases in Thailand,” PLoS ONE, vol. 4, no. 7, Article
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Competition for Cooperation: variability, benefits and heritability of relational wealth in hunter-gatherers
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Scientific reports
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Competition for Cooperation:
variability, benefits and heritability
of relational wealth in hunter-
gatherers
4 March 2016
10 June 2016
OPEN received: 24 March 2016
accepted: 10 June 2016
Published: 12 July 2016 Nikhil Chaudhary1, Gul Deniz Salali1, James Thompson1, Aude Rey1, Pascale Gerbault2,
Edward Geoffrey Jedediah Stevenson1, Mark Dyble1, Abigail E. Page1, Daniel Smith1,
Ruth Mace1, Lucio Vinicius1 & Andrea Bamberg Migliano1 Many defining human characteristics including theory of mind, culture and language relate to our
sociality, and facilitate the formation and maintenance of cooperative relationships. Therefore,
deciphering the context in which our sociality evolved is invaluable in understanding what makes us
unique as a species. Much work has emphasised group-level competition, such as warfare, in moulding
human cooperation and sociality. However, competition and cooperation also occur within groups; and
inter-individual differences in sociality have reported fitness implications in numerous non-human taxa. Here we investigate whether differential access to cooperation (relational wealth) is likely to lead to
variation in fitness at the individual level among BaYaka hunter-gatherers. Using economic gift games
we find that relational wealth: a) displays individual-level variation; b) provides advantages in buffering
food risk, and is positively associated with body mass index (BMI) and female fertility; c) is partially
heritable. These results highlight that individual-level processes may have been fundamental in the
extension of human cooperation beyond small units of related individuals, and in shaping our sociality. Additionally, the findings offer insight in to trends related to human sociality found from research in
other fields such as psychology and epidemiology. Many unique aspects of human sociality such as language, theory of mind and cultural norms have been pro-
posed to provide the framework for human cooperative behaviour1–4, which stands alone in its scale and ubiquity
between unrelated individuals5. Cooperation has been fundamental to the demographic success of our species
- resource exchange, collective action and specialisation have increased our efficiency at surmounting a vast
array of environmental pressures6,7. Therefore deciphering the context in which human cooperation and sociality
evolved is invaluable to understanding what makes us unique as a species.fi Inter-individual differences in sociality have been reported to have fitness implications in numerous taxa. For
instance, in various non-human primates, greater social integration or social capital has been associated with
increased longevity, offspring survival or mating access8–10. However, in humans, the link between individual
differences in social integration and reproductive fitness has received little attention. www.nature.com/scientificreports www.nature.com/scientificreports www.nature.com/scientificreports Scientific Reports | 6:29120 | DOI: 10.1038/srep29120 Competition for Cooperation:
variability, benefits and heritability
of relational wealth in hunter-
gatherers
4 March 2016
10 June 2016
OPEN Therefore, if certain individuals are better able
to accrue cooperative social relationships with others (relational wealth), differences in fitness at the individual
level may emerge within groups. We hypothesise that individual level ‘competition for cooperation’ may have
been an important driving force in human evolution and fundamental in shaping our sociality. p
g
p g
y
We attempt to identify the role of inter-individual variation in relational wealth in the dynamics of within-group
competition among BaYaka hunter-gatherers. The BaYaka are simple and mobile hunter-gatherers - they con-
sume food they forage soon after acquisition and lack storage mechanisms, and are also politically egalitarian;
such societies are the best extant approximation of the ecological conditions under which our species evolved. Therefore, although the BaYaka are an extant population of cognitively modern humans, their forager lifestyle
offers a valuable opportunity for inference regarding human evolutionary history. f
Whereas in other subsistence modes food storage is an option, simple hunter-gatherers rely profoundly on
food sharing to mitigate risks associated with the unpredictability of their foraging niche14,15; thus cooperation
is at the heart of these populations. Although these societies are usually egalitarian16, social interaction and
exchange is still structured within these populations15,17, and certain individuals may be better able to accrue
cooperative links with others by means not dependent on formal hierarchy. In such a context, where individuals
are so reliant on cooperative relationships, those with more relational wealth are likely to have an evolutionary
advantage. Women may benefit from more access to allocare and provisioning, in turn increasing the health and
survival prospects of their offspring, and aiding in the trade-off between childcare and foraging effort18. Men
with more cooperative partners, may profit from biased resource allocation towards their families, and also have
increased access to mates19. Therefore, in these societies where material wealth is absent, it may be relational
wealth that drives documented patterns of individual fitness variance20. Indeed some evolutionary anthropolo-
gists have noted the likely relevance of the related concept of social capital to hunter-gatherers21. Social capital is
traditionally used in economics and sociology, and the term has been used to describe social relationships and
interactions with others that generate returns for the individual22,23. Kaplan et al. Competition for Cooperation:
variability, benefits and heritability
of relational wealth in hunter-
gatherers
4 March 2016
10 June 2016
OPEN There is substantial evidence
that humans have a series of psychological and physiological reinforcement mechanisms encouraging the forma-
tion and maintenance of social relationships11. The existence of these proximate mechanisms encouraging social
integration, implies social ties must also have some ultimate fitness enhancing function within our species. We
pay particular attention to the cooperative function of human social relationships, and investigate the importance
of inter-individual differences in relational wealth12 (access to cooperation from group members) within the
group. g
p
Substantial research into the evolution of human sociality and cooperation has focused on group-level expla-
nations. Such explanations emphasise the importance of cooperation between unrelated individuals in large scale
warfare and resource competition between groups13. These theories assert that human sociality includes a suite of
traits such as tendencies to form in-group biases and internalise cultural norms, which evolved to help individuals 1Department of Anthropology, University College London, London WC1H 0BW, United Kingdom. 2Department
of Genetics, Evolution and Environment, University College London, London WC1E 6BT, United Kingdom. Correspondence and requests for materials should be addressed to N.C. (email: charan.chaudhary.11@ucl.ac.uk) Scientific Reports | 6:29120 | DOI: 10.1038/srep29120 1 www.nature.com/scientificreports/ Figure 1. The distribution of relational wealth. Kernel-Density Distributions of the number of honey-stick
nominations received per individual for men (blue) and women (red) in three Mbendjele camps. Camp names
are indicated above each graph. Figure 1. The distribution of relational wealth. Kernel-Density Distributions of the number of honey-stick
nominations received per individual for men (blue) and women (red) in three Mbendjele camps. Camp names
are indicated above each graph. function in highly cooperative groups4. However, competition and cooperation can also occur at the individual
level between members of the same group; and as alluded to above, in numerous non-human taxa differences in
sociality within the group have important implications for fitness. Therefore, if certain individuals are better able
to accrue cooperative social relationships with others (relational wealth), differences in fitness at the individual
level may emerge within groups. We hypothesise that individual level ‘competition for cooperation’ may have
been an important driving force in human evolution and fundamental in shaping our sociality. function in highly cooperative groups4. However, competition and cooperation can also occur at the individual
level between members of the same group; and as alluded to above, in numerous non-human taxa differences in
sociality within the group have important implications for fitness. Competition for Cooperation:
variability, benefits and heritability
of relational wealth in hunter-
gatherers
4 March 2016
10 June 2016
OPEN hypothesise that since activities
such as food sharing are often not uniform in hunter-gatherer groups, markets for cooperative partners emerge
and social capital is likely to become relevant for consumption patterns and fitness21.t p
y
p
pi
Here we use economic gift games to construct and compare individual cooperative networks in three BaYaka
camps. Our results demonstrate the presence of individual variation in relational wealth, which is particularly
striking among men. We show that those with more relational wealth receive food transfers from a larger number
of individuals than their peers, and this is reflected in their significantly higher BMI; women with more relational
wealth also have significantly higher age-specific fertility. The data also suggest there is a heritable component to
relational wealth, and that cooperative alliances may be transmitted inter-generationally. While cooperation may
have been important for increasing group resilience in warfare and resource competition, our findings indicate
that individual level competition for cooperation within the group may also have been fundamental in shaping
human sociality. Results In fact, acquisition of social benefits has been
postulated as the driving force behind male specialisation in foraging for unpredictable resources that are widely
shared27. Additionally, a central aspect of Mbendjele life is the process of undergoing sex-specific initiation rites
in order to gain membership to various religious cults, which increase bonding and solidarity amongst members;
there is greater variation in membership to these religious cults amongst men. Nevertheless there is substantial
variation in gifts received by both sexes, suggesting that if these relationships translate to benefits related to sur-
vival or reproduction, both men and women with more relational wealth can gain advantage over fellow camp
members. receive substantially more honey sticks than their peers. Levene’s tests highlight a significantly larger variance in
male than female relational wealth in two of the three camps – Longa (p = 0.023; n = 47, 25 female) and Ibamba
(p = 0.011; n = 30, 18 female) (see Supplementary Table 2). The lack of significance in camp Masia (p = 0.123;
n = 20, 9 female) is likely a result of the small sample that is concomitant with the camp size.hl This trend may reflect the fact that usually male hunting production is both more variable and shared more
widely than female gathered foods in hunter-gatherer socities25,26, thus there are likely to be larger differences
between men in opportunities to form alliances via food sharing. In fact, acquisition of social benefits has been
postulated as the driving force behind male specialisation in foraging for unpredictable resources that are widely
shared27. Additionally, a central aspect of Mbendjele life is the process of undergoing sex-specific initiation rites
in order to gain membership to various religious cults, which increase bonding and solidarity amongst members;
there is greater variation in membership to these religious cults amongst men. Nevertheless there is substantial
variation in gifts received by both sexes, suggesting that if these relationships translate to benefits related to sur-
vival or reproduction, both men and women with more relational wealth can gain advantage over fellow camp
members. Relational wealth variation results in individual differences in overcoming environmental risk,
and is associated with higher female fertility. Results Using multiple regression we found a significant asso-
ciation between our measure of relational wealth (HSGG nominations) and the number of camp members from
whom an individual receives food in real world transfers (β = 0.24; p = 0.005; n = 53) (see Supplementary Table 3
for full results). We also find a significant relationship between BMI and relational wealth for both men (β = 0.53;
p = 0.032; n = 39) and women (β = 0.90; p = 0.003; n = 34) (see Fig. 2; see Supplementary Table 4 for full results). Hunter-gatherer subsistence is highly unpredictable, thus food transfers between households are vital in buffering
this high acquisition risk14,28. Although these societies are often characterised by norms promoting widespread
sharing29,30, research shows that food transfers are biased by kinship ties, reciprocal relationships and foraging
effort of others31–33. The findings here indicate that those individuals with more relational wealth are better able to
secure a stable nutritional income, and tackle this fundamental adaptive problem. p
p
Maintaining a healthy body weight may also be particularly important for female fertility as it avoids sec-
ondary amenorrhea34. Indeed we find relational wealth is a significant predictor of female age-specific fertility
(β = 0.19; p = 0.010; n = 49) (see Supplementary Table 5). The result cannot be explained by reverse causality i.e. HSGG participants preferably distributing their honey sticks to women who have more offspring and thus may
be in greater need: Female participants were at different stages of their reproductive career and offspring of older
participants may have already reached adulthood, thus a participant’s total fertility does not necessarily match
their current number of dependent (under 16) offspring. We find no significant correlation between a wom-
an’s current number of dependent offspring living in the household and relational wealth (G = 0.14, p = 0.280,
n = 51), suggesting in the initial association between relational wealth and age-specific fertility relational wealth is
affecting fertility rather than vice-versa. Nevertheless the result must be treated as preliminary since our measure
of fertility and relational wealth reflect different timescales; specifically relational wealth is a measure reflecting
one point in time (the data collection period), whereas fertility reflects the length of ego’s reproductive career
thus far. Relational wealth is inherited from fathers. Results Individual variation in relational wealth. We constructed an adult-to-adult gift network by playing a
honey stick gift game (HSGG)24 with all adults in three BaYaka camps (n = 97, 52 female), where each participant
must choose the distribution of three honey sticks amongst other members of his/her camp. Figure 1 shows the
distributions of total number of honey sticks received by an individual in the HSGG, which is our measure of
relational wealth. It is clear that there is individual-level variation in number of gifts received for both sexes. It is
noteworthy that the effect of individual differences in genetic relatedness to members of one’s camp on number
of gifts received does not reach significance (p = 0.067; R2 = 0.036) (see Supplementary Table 1). The extent of
male variation is particularly striking producing multi-modal distributions in all three camps, where certain men Scientific Reports | 6:29120 | DOI: 10.1038/srep29120 2 www.nature.com/scientificreports/ Figure 2. Relational wealth and body mass index (BMI). Relationship between relational wealth and BMI
z-score (standardised by sex and age category–pre/post reproductive age for women and over/under 45 for
men). Shaded bands indicate 95% confidence intervals. Blue line and shaded band represent males, red line and
shaded band represent females. Figure 2. Relational wealth and body mass index (BMI). Relationship between relational wealth and BMI
z-score (standardised by sex and age category–pre/post reproductive age for women and over/under 45 for
men). Shaded bands indicate 95% confidence intervals. Blue line and shaded band represent males, red line and
shaded band represent females. receive substantially more honey sticks than their peers. Levene’s tests highlight a significantly larger variance in
male than female relational wealth in two of the three camps – Longa (p = 0.023; n = 47, 25 female) and Ibamba
(p = 0.011; n = 30, 18 female) (see Supplementary Table 2). The lack of significance in camp Masia (p = 0.123;
n = 20, 9 female) is likely a result of the small sample that is concomitant with the camp size. This trend may reflect the fact that usually male hunting production is both more variable and shared more
widely than female gathered foods in hunter-gatherer socities25,26, thus there are likely to be larger differences
between men in opportunities to form alliances via food sharing. Discussioni We find that relational wealth varies by individual, provides health and fertility benefits and is partially herita-
ble. These results highlight that in the absence of material wealth accumulation and social hierarchy, relational
wealth may be an important determinant of individual fitness among simple hunter-gatherers. Individuals vary
widely in their access to cooperation from fellow camp members, and those with more relational wealth are better
equipped to overcome the high risk that characterises the hunter-gatherer lifestyle, since they have a significantly
larger pool of food donors to insure against nutritional shortfalls. In addition to augmenting survival and health
outcomes, social ties appear to increase reproductive rates of the BaYaka. Women with more relational wealth
have higher age-specific fertility, a relationship which may be mediated by BMI since low body-weight disrupts
ovulatory processes34. Additionally, we previously demonstrated that men with very high relational wealth are
more likely to achieve polygyny in this group, which increases their reproductive rate19. Studies of other foraging
societies have also reported positive associations between male social status and fertility, by examining the effect
of hunting ability on mating access and reproductive outcomes37,38. g
y
g
p
Egalitarian hunter-gatherers lack the heritable hierarchical positions which are found in agricultural and
industrialised societies16, however, our results indicate partial heritability of relational wealth. We did not inves-
tigate the mechanism for this heritability explicitly, but there are several possibilities. Genetic factors have been
shown to influence social network positioning in human and non-human primates39,40. Additionally, the inher-
itance may operate via the direct transmission of cooperative alliances from parents to offspring. This may explain
the significant association with paternal but not maternal relational wealth - if relationships are transmitted
inter-generationally, an individual’s relational wealth would be more closely associated with the parent whose
sex has higher variability in number of social relationships. This inheritance of social ties would increase the
evolutionary advantage of strengthening one’s social network since the associated benefits can accrue over mul-
tiple generations. Therefore, in hunter-gatherer groups which are often egalitarian and do not accumulate mate-
rial resources, relational wealth may drive documented patterns of inter-individual fitness variance and fertility
inheritance20,41, and may be the resource that is transmitted inter-generationally.hifihi y
g
y
These findings offer a significant contribution to our understanding of human social evolution. Results In order to test if relational wealth is heritable, we con-
ducted gamma correlations between the number of honey stick nominations of parents and their adult offspring
in the HSGG (see Fig. 2). Ego’s (male or female) relational wealth as an adult is positively correlated with ego’s
father’s (G = 0.65, p = 0.002; n = 14), and ego’s mother’s (G = 0.17, p = 0.294; n = 26) relational wealth (see Fig. 3);
but these results are only significant for the former. Although this hunter-gatherer society is egalitarian29,35,36–no Scientific Reports | 6:29120 | DOI: 10.1038/srep29120 3 www.nature.com/scientificreports/ Figure 3. The inheritance of relational wealth. Scatter plots representing the relationship between ego’s
relational wealth and ego’s father’s (blue) and ego’s mother’s (red) relational wealth. Shaded bands indicate 95%
confidence intervals. Figure 3. The inheritance of relational wealth. Scatter plots representing the relationship between ego’s
relational wealth and ego’s father’s (blue) and ego’s mother’s (red) relational wealth. Shaded bands indicate
confidence intervals. Figure 3. The inheritance of relational wealth. Scatter plots representing the relationship between ego’s
relational wealth and ego’s father’s (blue) and ego’s mother’s (red) relational wealth. Shaded bands indicate 95
confidence intervals. Figure 3. The inheritance of relational wealth. Scatter plots representing the relationship between ego’s
relational wealth and ego’s father’s (blue) and ego’s mother’s (red) relational wealth. Shaded bands indicate 95%
confidence intervals. individuals can exert any authority over others, and there are no hierarchical positions - the results here indicate
there is a degree of heritability of relational wealth; we explore the potential mechanisms in the discussion. Scientific Reports | 6:29120 | DOI: 10.1038/srep29120 www.nature.com/scientificreports/ www.nature.com/scientificreports/ which are better able to promote cooperation and group beneficial behaviours outcompete others4. Our results
do not undermine the possibility of selection at the group level, but draw attention to the importance of the
role of cooperation in competition within the group. We find substantial inter-individual variability in access to
cooperation (Fig. 1), which largely cannot be explained by kinship networks (Supplementary Table 1), and has
meaningful consequences for health and fertility outcomes (Fig. 2/Supplementary Table 5). Cooperation is an
integral means by which hunter-gatherers deal with their unpredictable environment, and extends across many
activities including childcare, foraging and food sharing17,45,46. In the same way that groups with a greater capa-
bility to harness cooperation performed well in warfare and resource competition4, here we show that individuals
within groups who harness more cooperation have increased resilience against the unpredictable foraging niche
typifying hunter-gatherer subsistence.i y
y
g
g
Our findings suggest consideration of within-group competition is crucial to a complete understanding of
the evolution of human sociality. These results indicate that over their evolutionary history some hunter-gatherer
individuals may have outcompeted other members of their group by expanding their cooperative networks
beyond the small close kin units ubiquitous in the animal kingdom. Therefore, although we may have psycholog-
ical tendencies to form in-group biases and internalise cultural norms as a result of inter-group competition4,47,
many of our derived social traits may also reflect within-group competition. Research from psychology and epi-
demiology on modern populations demonstrate a number of findings consistent with our results such as - posi-
tive associations between individual social integration and mental and physical health48; a psychological tendency
for individuals to evaluate their social positioning relative to their peer group49; and neuroendocrine mechanisms
encouraging the formation and maintenance of friendships11. Methodsh This study has full approval from the Ethics Committee of University College London, and the methods were
carried out in accordance with the approved guidelines. Informed consent was obtained from all participants and
research permission granted by the Republic of Congo’s Ministry Of Scientific Research. The fieldwork took place
between March and July 2014. Study population. Our study uses data from the Mbendjele BaYaka, a subgroup of the BaYaka who speak
Mbendjele language and whose residence spans across the forests of Congo and Central African Republic. BaYaka
subsistence techniques include hunting, trapping, fishing, gathering and honey collecting; as well as some trade
with neighbouring farmer groups. Food sharing is an integral component of BaYaka subsistence and culture. The BaYaka live in langos - multi-family camps constituted of a number of fumas (huts) in which nuclear fam-
ilies reside; camp size tends to vary from 10–60 individuals, and genetic relatedness within camps is low36. The
BaYaka are predominantly serially monogamous, with some incidence of polygyny19. We visited three camps in
the Likoula and Sangha regions of Congo’s Ndoki Forest (see Supplementary Fig. 2 for map). HSGG. This game was played with all willing members of a camp and was completed as quickly as possible,
usually within 2–3 days in each camp. All instructions were spoken in French by the researcher, and then imme-
diately repeated in Mbendjele by the translator. The game was based on the procedure of Apicella et al. 24.The key
features of our protocol for the game were: 1. Participants were asked to accompany the researcher and translator to a private area. 1. Participants were asked to accompany the researcher and translator to a private area. 3. Participants were told they must decide to whom they would like us (the researchers) to give the honey sticks. 4
P ti i
t
t ld th
ld i
f
l i
ll th
ti k t
i di id
l
ti k t th
diff
t 3. Participants were told they must decide to whom they would like us (the researchers) to give the honey sticks. 4. Participants were told they could give freely i.e. all three sticks to one individual or one stick to three different 3. Participants were told they must decide to whom they would like us (the researchers) to give the honey sticks. 4. Participants were told they could give freely i.e. Methodsh all three sticks to one individual or one stick to three different
individuals etc. . Participants were told they must decide to whom they would like us (the researchers) to give the honey sticks
. Participants were told they could give freely i.e. all three sticks to one individual or one stick to three differen
individuals etc. P
i i
ld h
ld
i
d l i
h i
h
h
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l 5. Participants were told they could nominate any adult in their camp other than themselves.t 5. Participants were told they could nominate any adult in their camp other than themselves.t 6. After the games had been completed with all adults in camp, the honey sticks were distributed according to
the results. 6. After the games had been completed with all adults in camp, the honey sticks were distributed according to
the results. Food Transfer Observations. Households were observed by JT over a series of two to four hour time
blocks, with households observed for a total of 24 or 36 hours depending on the camp. Observations were evenly
distributed between 6 am and 6 pm and spread over several days. During observation periods, a record was made
of all food produced by a focal household. If division of resource packages occurred, all recipient households were
identified. For all food cooked and consumed by the household, the type and amount of food were recorded and
all those who ate the food were identified. Anthropometrics. We measured height and weight of all willing and non-pregnant adults in each camp in
order to calculate BMI. Height was measured to the nearest mm using a Harpenden anthropometer, and weight
using a Philipps mechanical scale. Analyses. In all analyses, relational wealth is calculated as the number of nominations received in the HSGG
standardised by camp and sex. Discussioni The benefits
of social bonds and importance of individual differences in social positioning have been identified for numerous
taxa including non-human primates, feral horses and bottlenose dolphins10,42,43. Social ties have been associ-
ated with a variety of benefits in different species including increased longevity, offspring survival and mating
access, enhanced dominance rank and reduced harassment8,9,42,44. However, similar research investigating the
importance of inter-individual differences in sociality among humans is scant. This study differs from those in
non-human taxa in its specific focus on cooperative networks (rather than proximity networks for example),
nevertheless we still demonstrate that individual variation in an aspect of human sociality (relational wealth) has
an important impact on health and fertility in hunter-gatherers.i Many investigations in to the evolution of human cooperation and sociality, specifically its widespread nature
and extension beyond kin ties, have emphasised the importance of inter-group competition. These explanations
highlight that human sociality evolved to facilitate group wide cooperation, since groups with cultural norms Scientific Reports | 6:29120 | DOI: 10.1038/srep29120 4 www.nature.com/scientificreports/ www.nature.com/scientificreports/ We use multiple regression to analyse the relationship between relational wealth and BMI for each sex. We
control for whether ego is post-reproductive (females)/over 45(males) since there is a significant decline in BMI
for these age-groups in our sample. We also control for camp membership (categorical). g g
p
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)
We use multiple regression to analyse the relationship between relational wealth and female fertility. We use
age and age2 as controls to account for the quadratic relationship between age and fertility. To check whether
reverse causality may explain the significant association found, we conduct a gamma correlation between female
relational wealth and the number of dependent offspring in their household. The gamma correlation is conducted
using the rococo package in R; and is selected as it is appropriate for variables which contain many ties, such as
number of dependent offspring. pf
p
g
For correlation analyses of ego’s and ego’s parents’ relational wealth we also use gamma correlations because
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Gifhanou for their help in data collection; Conor for his guidance throughout; Jerome Lewis for arranging and
settling us in to the fieldwork; the HEEG group for their comments; and the hunter-gatherers resilience project
(Leverhulme Programme Grant RP2011-R-045 to ABM) for funding the study. RM was also funded by ERC
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A.R. collected the data with the help of P.G., E.S., M.D., A.P. and D.S. N.C. wrote the manuscript with the help of
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46. Hill, K. Altruistic cooperation during foraging by the Ache, and the evolved human predisposition to cooperate. Hum. Nat. Additional Information Supplementary information accompanies this paper at http://www.nature.com/srep Supplementary information accompanies this paper at http://www.nature.com/srep Competing financial interests: The authors declare no competing financial interests. Competing financial interests: The authors declare no competing financial interests. How to cite this article: Chaudhary, N. et al. Competition for Cooperation: variability, benefits and heritability
of relational wealth in hunter-gatherers. Sci. Rep. 6, 29120; doi: 10.1038/srep29120 (2016). This work is licensed under a Creative Commons Attribution 4.0 International License. The images
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HIV voluntary counseling and testing uptake and associated factors among Ethiopian youths: evidence from the 2016 EDHS using multilevel modeling
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Nigatu et al. BMC Infectious Diseases (2021) 21:334
https://doi.org/10.1186/s12879-021-06021-x Nigatu et al. BMC Infectious Diseases (2021) 21:334
https://doi.org/10.1186/s12879-021-06021-x Open Access HIV voluntary counseling and testing
uptake and associated factors among
Ethiopian youths: evidence from the 2016
EDHS using multilevel modeling Mamo Nigatu1*
, Teshome Kabeta1, Abonesh Taye2 and Merga Belina3 Abstract Background: Existing evidence showed that Human Immunodeficiency Virus counselling and testing uptake
among Ethiopian youths is low, and factors contributing to it are not well studied. Therefore, this study aims to
assess the status of uptake and identify its determinants using the 2016 Ethiopia Demographic and Health Survey
data. Method: Data of 10,903 Ethiopian youths were extracted from the 2016 Ethiopian Demographic and Health Survey. The association between the response variable and the predictors was modeled by multilevel binary logistic
regression, whereas adjusted odds ratio and confidence intervals were used to measure associations and their
statistical significance. The variation in the uptake of counselling and testing of HIV across regions of Ethiopia was
quantified by intra-class correlation. Result: The current study revealed that, overall, 34.9% (95% CI: 33.5, 36.2%) Ethiopian youths were ever tested for
human immunodeficiency virus. Results show that about 9% of the variation in the probability of being tested for
the disease was due to the regional variations. Moreover, having moderate and comprehensive HIV knowledge,
being rich, having risky sexual behaviour, having a better educational level, having professional work, being married,
owning of mobile, and having access to media were positively associated with human immunodeficiency virus
voluntary counselling and testing uptake. On the other hand, being male, following protestant religion, following
Muslim religion, and following other religions than orthodox religion were negatively associated with the uptake of
human immunodeficiency virus counselling and testing. Conclusion: Voluntary human immunodeficiency virus counselling and testing uptake among Ethiopian youths is
very low and varies across the regions which might hamper the ambitious plan of Ethiopia to end the disease as a
public health threat by 2030. Emphasis should be given to promoting the youths’ HIV-related knowledge through
community-based education, encouraging and empowering the youths to participate in professional works by
giving due focus to poor youths, and promoting mass media utilization to better achieve the plan. Keywords: EDHS, Multilevel, Youths, Voluntary HIV counselling, And testing p
g
@g
;
g
@j
1Faculty of Public Health, Department of Epidemiology, Jimma Unive
Institute of Health, Jimma, Oromia, Ethiopia
Full list of author information is available at the end of the article Background East
and Southern Africa is the most affected African region
where 20.6 million people had been living with HIV and
800,000 were newly infected in 2018 [9]. The number of
people living with HIV in Ethiopia was decreased from
the 2016 WHO estimate of 710,000 to 690,000 in 2018
[7, 10]. However, 23,000 people were newly infected at
the end of 2018 leaving Ethiopia far off achieving the
2020 target [7]. y
The risk of contracting HIV infection among youths is
highly associated with age at sexual initiation. Hence,
abstaining from sexual intercourse and delaying the age
at sexual debut is among the efficient HIV prevention ef-
forts for young people [1]. Studies have also witnessed
that HIV-related age at sexual debut, stigma, and dis-
crimination, place of residence, educational level, age,
marital status, number of a life sex partner, exposure to
mass media, Having Antenatal Care (ANC) follow up,
having sexually-transmitted disease (STI) symptoms,
wealth index and knowing about HIV were among other
variables significantly associated with HIV Voluntary
Counselling and Testing (VCT) uptake among youths
[13–17]. Effectively addressing the root causes that put
young people at risk of new HIV infections is an over-
arching intervention to achieve the ambitious plan of
ending AIDS by 2030 [11]. Young people HIV counsel-
ing and testing create the gateway to care, treat, and
support them [2, 18]. To affirm that young people exer-
cise their right to know their HIV status and benefitted
from antiretroviral treatment (ART), HIV testing and
counseling must be radically scaled up [19]. Pieces of evidence from the 2016 Ethiopian Demo-
graphic and Health Survey (EDHS) report showed that
9% of young women and 1% of young men age 15–24
had started sexual intercourse before their 15 years of
age. However, only 27% of young women and 29% of
young men who had sexual intercourse in the past 12
months before the commencement of the survey was
tested for HIV and received the results of the test [20]. Despite this low HIV VCT uptake among Ethiopian
youths, to the best knowledge of the authors, there is no
study done to address potential factors associated with it
using nationally representative data. Moreover, there
was also a dearth of study that tried to consider regional
variations about the uptaking of youths’ HIV VCT. Background the illnesses related to AIDS every 10 min [11]. In 2018,
21 % of the total 37,832 newly diagnosed HIV cases in
the US were among the youth [12]. In 2017, 290,000
youths were newly diagnosed with HIV infections in
Eastern and Southern Africa which were the highest of
all the diseases’ incidences that occurred among youths
all over the world in the same year [11]. Any person who is in the age group of 14 to 24 years, ac-
cording to the WHO, is considered as a youth [1]. Ac-
cording to the Ethiopian Federal HIV/AIDS Prevention
and Control Office (HAPCO) and Federal Ministry of
Health guideline, youths are among the top priority
population segments for VCT which is given free of
charge since they are vulnerable to the Human Immuno-
deficiency Virus (HIV) because of the strong influence
of peer pressure and the development of their sexual
and social identities which often lead to experimentation
[2]. HIV, unlike many other diseases, continued to be a
major challenging public health problem to prevent and
control. Starting from the first occurrence of the pan-
demic, more than seventy-five million people have been
infected by the disease, and it has claimed more than 32
million lives [3–5]. The global community is committed
to an ambitious plan of bringing the acquired immuno-
deficiency syndrome (AIDS) to an end by the year 2030
[6]. In 2014, the United Nations Program on Acquired
Immunodeficiency syndromes (UNAIDS) being with
other stakeholders launched the three 90s targets of
diagnosing 90 % of all HIV-positive persons, providing
antiretroviral therapy (ART) for 90 % of those diagnosed,
and achieving viral suppression for 90 % of those treated
by the year 2020 [4]. However, according to the reports
from the 2019 UNAIDS and World Health Organization
(WHO), globally, 37.9 million people were living with
the disease at the end of 2018, whereas, 1.7 million
people and 770,000 people were respectively newly in-
fected and died from the disease-related causes [3, 5]. Even though the global annual number of new infections
and death have declined, reaching the 2020 milestone
with the current achievement is unthinkable [5, 7]. The
disease disproportionally affected Sub-Saharan Africa
where more than 70% of the disease’s global burden has
occurred. Two-third of the estimated 6000 new infec-
tions that occur globally each day occur in SSA [8]. Background Therefore, the current study is aimed to determine the
status of HIV VCT uptake and to identify factors associ-
ated with HIV voluntary counseling and testing among
Ethiopian youths using 2016 nationally representative
EDHS data. In 2017, globally, 590,000 youths were newly diag-
nosed with HIV disease and 3.9 million youths were liv-
ing with the disease [11]. According to the evidence
from 2020 WHO estimates, globally, often people who
were newly diagnosed with HIV infection, three persons
were youths [1]. Approximately, worldwide, one thou-
sand six hundred youth contract HIV infection every
single day, and one young person loss his/her life due to © The Author(s). 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License,
which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give
appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if
changes were made. The images or other third party material in this article are included in the article's Creative Commons
licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons
licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain
permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the
data made available in this article, unless otherwise stated in a credit line to the data. Page 2 of 11 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Data analysis
S
14 2 Stata 14.2 statistical software was used for extracting
relevant variables, data processing, summarizing descrip-
tive data and running inferential statistics. To assess re-
gional variation of HIV-VCT uptake among the youths
and to identify its associated factors, the multilevel logis-
tic regression model was fitted. As the surveys are based
on multistage stratified cluster sampling, the DHS sur-
veys often follow a hierarchical data structure [20]. The
degree of dependency in the clustered data plays a great
role in the estimation of the parameters in the analysis
of multilevel regression and is captured by intra-class
correlation (ICC), which reflects the proportion of total
variation in the response variable which is accounted for
by the between-group variation [25]. The weights used
in the analysis were obtained from DHS and were ad-
justed as per the recommendation by Adam [26]. The
goodness of fit was checked after weighting the dataset
by both candidate weights. A model with the smallest
AIC and BIC with its significant variables is considered,
and the results are presented in Table 3. Sampling design for the EDHS Ethiopia is divided into 9 regions and two city adminis-
trations. The hierarchy of Ethiopian government struc-
ture has four layers namely Regions, Zones, Weredas,
and Kebele in order of higher to lower level respectively. The sampling frame used in the 2016 EDHS was ob-
tained from the Population and Housing Census (PHC)
conducted in 2007 by CSA. A random and representa-
tive sample was obtained by two-stage sampling. The de-
tails of the sampling procedure are found in the 2016
EDHS report [21]. In the 2016 EDHS dataset, the occupational status of
the respondents was presented in too much detail and
the authors have reclassified it as agricultural workers,
professional workers, trade or sales workers, elementary
occupation, and other workers [24]. Data sources Central Statistical Agency (CSA) of Ethiopia and other
stakeholders by technical assistance of ICF International
collected the 2016 EDHS data; processed and organized Page 3 of 11 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Page 3 of 11 the six domains of HIV stigma and discrimination
summed to 0, Moderate HIV stigma if the sum of the re-
sponse to the six domains is between 1 and 3, and high
HIV stigma if the sum of the response to the six do-
mains of HIV stigma and discrimination scores is be-
tween 4 and 6. On the other hand, the youths were
considered as practicing risky sexual behavior if they
responded either as having multiple sex partners, i.e. more than one sex partner, in a lifetime or if they had
multiple sex partners in the last 12 months excluding
the spouse. it into different datasets. The authors have accessed the
dataset from a public domain MEASUREDHS website
by permission. The authors didn’t involve in any part of
the sampling design and data collection. The authors
used this as secondary data. Ethical consideration The Federal Democratic Republic of Ethiopia Ministry
of Science and Technology and the Institutional Review
Board of ICF International reviewed and approved The
EDHS 2016 survey protocol. Written consent was ob-
tained from each participant. The investigators received
permission from the public domain MEASUREDHS
website and reanalyzed the data set on youth respon-
dents whose ages range from 15 to 24. Measurements and operational definitions The outcome variable was a single direct question asking
whether the respondent has ever been tested for HIV or
not (the response was Yes/No). In the context of this
study, HIV VCT means that the person has already got
both counseling and testing service. A questionnaire was
used to get participants response on the following set of
variables; sex, age, religion, wealth status, marital status,
occupational status, sex of household head, education
level, place of residence and region, and other variables
like coverage status of health insurance, frequency of
reading newspaper or magazine in a month, frequency
of listening to the radio in a month, frequency of watch-
ing television, use of the internet, frequency of using the
internet within a month, decisions on personal health
care, relationship with a most recent sex partner, owning
of a mobile telephone, discussion about family planning
with a health worker, decisions on large household pur-
chases and decisions on how to spend respondent’s
earnings, and respondent’s involvement during check-
ups for the most recent child. Stigma status was mea-
sured by six domains of stigma [22]. Similarly, HIV
knowledge was also measured by another six domains of
its measurement [23]. Based on its six domains of mea-
surements the knowledge of HIV is categorized as low,
moderate, and comprehensive. If the scores of the six
domains of HIV knowledge measurement are summed
from 0 to 2 it is categorized as low level of HIV know-
ledge. If the sum of the response to the six domains is
between 4 and 5, it is categorized as a moderate level of
HIV knowledge. If the sum of the response to the six do-
mains of HIV knowledge scores six, it is categorized as
comprehensive HIV knowledge. Likewise, stigma to-
wards HIV patients was categorized based on six do-
mains of measurement. The youths were categorized as
having no stigma towards HIV patients if the scores of HIV VCT uptake The current study revealed that the overall representa-
tion of the prevalence of VCT uptake among Ethiopian
youths was estimated to be 34.9% and a 95% CI [33.5, Page 4 of 11 Page 4 of 11 Nigatu et al. BMC Infectious Diseases (2021) 21:334 36.0%]. Among the youths ever been tested for HIV, the
youths living in Dire-Dawa special district were the lead-
ing where 55.9% of them were tested followed by Gam-
bella and Addis Ababa youths where 54.7 and 51.6%
were respectively tested while the Somali region’s youths
registered the lowest testing figure where only 13.2%
were tested for the disease (Fig. 1). them had low HIV knowledge. The Majority, more than
two-thirds, 69.6% of them did not discuss FP with
healthcare workers in the last few months before the
survey. Regarding the coverage of health insurance
among Ethiopian youths included in the current survey,
only 5.4% of youths were covered with health insurance. From all married-youths included in the survey, 66.6
and 67.9% of youths were from households where re-
spondents and their wives or their partners jointly de-
cide on respondents’ health care and large households’
purchase respectively. The majority, 88.8% of the youths
replied that the most recent sex partner relationship they
had was a spousal relationship (Table 2). Characteristics of participants Ten thousand one hundred thirteen (10,903) Ethiopian
youths participated in the 2016 EDHS. The mean age of
the study participants was 19.1 (+ 2.8) years. Regarding
their religion, orthodox Christian followers were the
dominant religious group (43.9%) followed by Muslims
(30.4%). Concerning their economic and marital status,
nearly half (49.0%) of the participants were rich, and
more than two-thirds (69.7%) of them were never in
marital union. More than three-fourth (76.5%) of the
youths who participated in the study were from male-
headed households. Agriculture is the leading type of oc-
cupation constituting 33.7% of all types of work captured
in the survey. The majority, more than three-fourth,
(78.0%) of the youths included in the study were rural
dwellers (Table 1). The HIV VCT uptake and concomitant factors Multilevel logistic regression was fitted to identify inde-
pendent predictors of HIV VCT uptake among Ethiop-
ian Youths. The intra-class coefficient was calculated to
assess the regional variation of HIV VCT uptake among
the youths. Accordingly; knowledge of HIV, wealth sta-
tus, risky sexual behavior, religion, educational level,
marital status, occupational status, owning a mobile
phone, frequency of listening to the radio, and gender
were the predictors of HIV VCT uptake among Ethiop-
ian youths. Of all Ethiopian youths who participated in the study,
11.4% of them had risky sexual behavior, whereas, 63.2
and 30.5% of youths had moderate to a high level of stig-
matized attitude towards PLWH. Regarding their know-
ledge of HIV, less than one-third, 30.3% of them had
comprehensive HIV knowledge, whereas, one-fifth of The odds of getting tested for HIV for Ethiopian
youths who had moderate and comprehensive HIV
knowledge were nearly 1.78 (AOR = 1.78, 95% CI: 1.45–
2.19) and 2.16 (AOR = 2.16, 95% CI: 1.73–2.72) times
higher compared to their peers who had low HIV Fig. 1 HIV VCT uptake among the Ethiopian youths by regions in the country, 2016 EDHS Fig. 1 HIV VCT uptake among the Ethiopian youths by regions in the country, 2016 EDHS Page 5 of 11 Nigatu et al. The HIV VCT uptake and concomitant factors BMC Infectious Diseases (2021) 21:334 Table 1 Socio-demographic characteristics of Ethiopian youths, EDHS 2016
Variables
Categories
Total (%)
Ever been tested for HIV
Yes
No
N
%
N
%
Religion
Orthodox
4647 (43.9)
1980
42.6
2667
57.4
Protestant
2500 (23.6)
810
32.4
1690
67.6
Muslim
3222 (30.4)
846
26.3
2376
73.8
Other
299 (2.2)
57
24.9
172
75.2
Wealth Status
Poor
3450 (32.6)
835
24.2
2615
75.8
Middle
1960 (18.5)
598
30.5
1362
69.5
Rich
5187 (49.0)
2260
43.6
2928
56.4
Marital Status
Never in union
7388 (69.7)
2040
27.6
5349
72.4
Married
2684 (25.3)
1363
50.8
1322
49.2
Other
525 (5.0)
291
55.3
235
44.7
Sex of household head
Male
8104 (76.5)
2756
34.0
5348
66.0
Female
2494 (23.5)
937
37.6
1557
62.4
Occupational Status
Not working
4262 (40.2)
1358
31.9
2905
68.2
Agricultural Workers
3572 (33.7)
988
27.7
2584
72.3
Professionals
253 (2.4)
199
78.8
54
21.2
Trade/Sales
1014 (9.6)
529
52.2
485
47.9
Elementary work
968 (9.1)
334
34.5
634
65.5
Others
528 (5.0)
285
54.0
243
46.1
Residence
Urban
2335 (22.0)
1200
51.4
1134
48.6
Rural
8263 (78.0)
2493
30.2
5770
69.8
Educational level
No education
1773 (16.7)
411
23.2
1362
76.8
Primary
6076 (57.3)
1783
29.3
4294
70.7
Secondary
2095 (19.8)
1046
49.9
1048
50.1
Higher
654 (6.2)
453
69.3
200
30.7
Sex of the respondent
Female
6143 (58.0)
2315
37.7
3828
62.3
Male
4455 (42.0)
1378
30.9
3077
69.1 knowledge. On
the
other
hand,
Ethiopian
youths’
wealth status was also significantly associated with
their HIV test uptakes. The odds of getting HIV tests
for Ethiopian youths with middle and rich wealth sta-
tus were nearly 1.28 (AOR = 1.28, 95%CI: 1.07–1.53)
and 1.72 (AOR = 1.72, 95%CI: 1.39–2.14) times higher
compared to their poor peers. The odds of getting
HIV tests for youths who had risky sexual behavior
were about 2.39 (AOR = 2.39, 95%CI: 2.04–2.80) times
higher compared to youths who had no risky sexual
behavior. Ethiopian youths’ religions were also inde-
pendently predicted their HIV test uptake; for Prot-
estant, Muslim, and other religions follower youths,
the odds of getting HIV test were lower by 23%
(AOR = 0.77,
95%CI:
0.63–0.95),
22%
(AOR = 0.78,
95%CI:
0.66–0.91)
and
34%
(AOR = 0.66,
95%CI:
0.53–0.82) compared to Orthodox Christians youths,
respectively. The HIV VCT uptake and concomitant factors For Ethiopian youths who completed primary, second-
ary and higher education the odds of getting HIV test
was 1.46 (AOR = 1.46, AOR = 1.13–1.87), 2.47 (2.47,
95%CI: 1.85–3.29), and 3.49 (AOR = 3.49, 95%CI: 2.57–
4.73) times higher compared to their Ethiopian unedu-
cated peers. The odds of getting HIV tests for married
youths and youths with other marital status were nearly
5.37 (AOR = 5.37, 95%CI: 3.72–7.74) and 4.60 (AOR =
4.60, 95%CI: 3.41–6.21) times higher compared to their
peer youths who are not in marital union. For profes-
sional worker youths, trade/sales worker youths, and
youths who were engaged in other occupations, the odds
of getting HIV test were 1.87 (AOR = 1.87, 95%CI =
1.14–3.07), 1.45 (AOR = 1.45, 95%CI: 1.03–2.06) and
1.60 (AOR = 1.60, 95%CI: 2.20–2.13) times higher com-
pared to their Ethiopian peer youths who were not en-
gaged in any kind of occupation. Regarding mobile
telephone ownership, the odds of getting an HIV test for Nigatu et al. BMC Infectious Diseases (2021) 21:334 Page 6 of 11 Table 2 Behavioral and Individual Characteristics of Ethiopian Youths, 2016 EDHS
Variables
Categories
Total (%)
Ever been tested for HIV
Yes
No
N
%
N
%
Risky Sexual Behavior
No
9389 (88.6)
2935
31.3
6454
68.7
Yes
1209 (11.4)
758
62.7
451
37.3
Stigma Status
No
635 (6.3)
280
44.2
355
55.8
Moderate
6347 (63.2)
2479
39.1
3868
61.0
High
3060 (30.5)
934
30.5
2127
69.5
Knowledge of HIV
Low
2086 (20.9)
482
23.1
1605
76.9
Moderate
4863 (48.8)
1866
38.4
2997
61.6
Comprehensive
3023 (30.3)
1341
44.3
1683
55.7
Discussion about FP with HWs in a month
No
1434 (69.6)
744
51.9
690
48.2
Yes
628 (30. The HIV VCT uptake and concomitant factors 5)
417
66.4
211
33.6
Covered by health insurance
No
10,028 (94.6)
3450
34.4
6578
65.6
Yes
569 (5.4)
243
42.6
327
57.4
A person who should have a greater say: respondent’s health care
Respondent alone
308 (13.4)
186
60.2
123
39.8
Respondent and wife/partner
1531 (66.6)
816
53.3
715
46.7
Wife/partner alone
436 (19.0)
170
39.0
266
61.0
Someone else
16 (0.7)
6
37.3
10
62.7
Other
6 (0.3)
2
28.3
4
71.7
A person who usually decides large on household purchases
Respondent alone
183 (8.0)
98
53.4
85
46.6
Respondent and wife/partner
1561 (67.9)
860
55.1
701
44.9
Wife/partner alone
523 (22.8)
212
40.5
311
59.5
Someone else
26 (1.13)
7
25.2
19
74.8
Other
5 (0.2)
4
75.3
1
24.7
Relationship with the most recent sex partner
Spouse
2226 (88.8)
1156
51.9
1070
48.1
Girlfriend/fiancé
161 (6.4)
111
68.8
50
31.2
Casual acquaintance
11 (0. 5)
6
50.4
6
49.6
Commercial sex worker
1 (0.1)
1
100.0
0
0.0
Live-in partner
107 (4.3)
55
51.8
51
48.3
Other
1 (0.03)
0
10.9
1
89.1 Table 2 Behavioral and Individual Characteristics of Ethiopian Youths, 2016 EDHS
Variables
Categories Relationship with the most recent sex partner Ethiopian youths at a national level would have resulted
in a biased estimate had we had not considered the re-
gional variation. The median odds ratio (MOR) was esti-
mated to be 1.94 (Table 3). mobile-owner Ethiopian youths was 1.88 (AOR = 1.88,
95%CI: 1.61–2.20) times higher compared to their Ethi-
opian peers who did not own mobile. Concerning access
to media, the odds of getting an HIV test for Ethiopian
youths who listen to the radio at least once a week was
1.33 (AOR = 1.33, 95%CI: 1.12–1.57) times higher com-
pared to their Ethiopian peers who did not listen to the
radio. Likewise, the odds of getting HIV tests for male
Ethiopian
youths
were lower by
30%
(AOR = 0.70,
95%CI:
0.60–0.83)
compared
to
their
female
counterparts. Ethiopian youths at a national level would have resulted
in a biased estimate had we had not considered the re-
gional variation. The median odds ratio (MOR) was esti-
mated to be 1.94 (Table 3). Discussion Nearly one-third, 34.9% of the Ethiopian youths have
ever got HIV voluntary counseling and testing. This
finding is almost consistent with the finding from the
study done in Sub-Saharan Africa using secondary data
analysis of DHS where 36.5% of youths were ever tested
for HIV [27]. However, the current finding is lower than
the findings from the studies done in Uganda, South Af-
rica, and Tanzania where 81.8, 52.2, and 40% of youths
were ever tested for HIV [28–30] and is greater than the
finding from Nigeria where less than one-fourth (23.7%) The result of ICC showed that 9.0% (±4.7%) of vari-
ation in the likelihood of HIV testing uptake among the
Ethiopian Youths was explained by the regional variation
which was statistically significant (95% CI:3.1–23.4%). This indicates that estimating HIV testing uptake among Page 7 of 11 Nigatu et al. BMC Infectious Diseases (2021) 21:334 y Logistic Regression Using Data from Ethiopians Youths, 2016 EDHS
Robust Std. Err. Z
P > z
AOR [95% Conf. Int.]
0.190
5.4
0.0000
1.78 [CI (1.45, 2.19)]
0.249
6.7
0.0000
2.16 [CI (1.73, 2.71)]
0.114
2.8
0.0050
1.28 [CI (1.07, 1.53)]
0.189
5
0.0000
1.72 [CI (1.39, 2.14)]
0.195
10.7
0.0000
2.39 [CI (2.04, 2.80)]
0.081
−2.5
0.0130
0.77 [CI (0.63, 0.95)]
0.061
−3.2
0.0010
0.78 [CI (0.66, 0.91)]
0.073
−3.8
0.0000
0.66 [CI (0.53, 0.82)]
0.186
3
0.0030
1.46 [CI (1.13, 1.87)]
0.360
6.2
0.0000
2.47 [CI (1.85, 3.29)]
0.542
8
0.0000
3.49 [CI (2.57, 4.73)]
1.004
9
0.0000
5.37 [CI (3.72, 7.74)]
0.704
10
0.0000
4.60 [CI (3.41, 6.21)]
0.092
−0.6
0.5640
0.95 [CI (0.78, 1.14)]
0.473
2.5
0.0130
1.87 [CI (1.14, 3.07)]
0.260
2.1
0.0360
1.45 [CI (1.03, 2.06)]
0.194
0.6
0.5640
1.11 [CI (0.78, 1.56)]
0.233
3.2
0.0010
1.60 [CI (1.20, 2.13)]
0.151
7.9
0.0000
1.88 [CI (1.61, 2.20)]
0.070
1.7
0.0860
1.11 [CI (0.98, 1.26)]
0.114
3.3
0.0010
1.33 [CI (1.12, 1.57)]
0.057
−4.3
0.0000
0.70 [CI (0.60, 0.83)]
0.017
−11.4
0.0000
0.07 [CI (0.05, 0.12)]
0.044
0.14 [CI (0.75, 0.26)] of youths were ever tested for HIV [31]. The differences
could be attributed to differences in awareness and
had low HIV knowledge. This finding is consistent with
the results from the study done using data from four
Table 3 Results from Multilevel Binary Logistic Regression Using Data from Ethiopians Youths, 2016 EDHS
VCT uptake
Robust Std. Err. Z
P > z
AOR [95% Conf. Discussion Int.]
Knowledge of HIV (Ref.:Low)
Moderate
0.190
5.4
0.0000
1.78 [CI (1.45, 2.19)]
Comprehensive
0.249
6.7
0.0000
2.16 [CI (1.73, 2.71)]
Wealth Status (Ref.: Poor)
Middle
0.114
2.8
0.0050
1.28 [CI (1.07, 1.53)]
Rich
0.189
5
0.0000
1.72 [CI (1.39, 2.14)]
Risky Sexual Behavior (Ref.: No)
Yes
0.195
10.7
0.0000
2.39 [CI (2.04, 2.80)]
Religion (Ref.: Orthodox)
Protestant
0.081
−2.5
0.0130
0.77 [CI (0.63, 0.95)]
Muslim
0.061
−3.2
0.0010
0.78 [CI (0.66, 0.91)]
Other
0.073
−3.8
0.0000
0.66 [CI (0.53, 0.82)]
Educational level (Ref: No Education)
Primary
0.186
3
0.0030
1.46 [CI (1.13, 1.87)]
Secondary
0.360
6.2
0.0000
2.47 [CI (1.85, 3.29)]
Higher
0.542
8
0.0000
3.49 [CI (2.57, 4.73)]
Marital Status (Ref.: Never in a union)
Married
1.004
9
0.0000
5.37 [CI (3.72, 7.74)]
Other
0.704
10
0.0000
4.60 [CI (3.41, 6.21)]
Occupational Status (Ref.: Not working)
Agricultural Workers
0.092
−0.6
0.5640
0.95 [CI (0.78, 1.14)]
Professional Workers
0.473
2.5
0.0130
1.87 [CI (1.14, 3.07)]
Trade/Sales
0.260
2.1
0.0360
1.45 [CI (1.03, 2.06)]
Elementary occupation
0.194
0.6
0.5640
1.11 [CI (0.78, 1.56)]
Others
0.233
3.2
0.0010
1.60 [CI (1.20, 2.13)]
Own a mobile telephone
Yes
0.151
7.9
0.0000
1.88 [CI (1.61, 2.20)]
Freq. of listening to a radio (Ref.: No)
Less than once a week
0.070
1.7
0.0860
1.11 [CI (0.98, 1.26)]
At least once a week
0.114
3.3
0.0010
1.33 [CI (1.12, 1.57)]
Sex of the youths (Ref.: Female)
Male
0.057
−4.3
0.0000
0.70 [CI (0.60, 0.83)]
_cons
0.017
−11.4
0.0000
0.07 [CI (0.05, 0.12)]
Region
var.(_cons)
0.044
0.14 [CI (0.75, 0.26)]
AOR Adjusted Odds Ratio Table 3 Results from Multilevel Binary Logistic
VCT uptake
Robust
Knowledge of HIV (Ref.:Low)
Moderate
0.190
Comprehensive
0.249
Wealth Status (Ref.: Poor)
Middle
0.114
Rich
0.189
Risky Sexual Behavior (Ref.: No)
Yes
0.195
Religion (Ref.: Orthodox)
Protestant
0.081
Muslim
0.061
Other
0.073
Educational level (Ref: No Education)
Primary
0.186
Secondary
0.360
Higher
0.542
Marital Status (Ref.: Never in a union)
Married
1.004
Other
0.704
Occupational Status (Ref.: Not working)
Agricultural Workers
0.092
Professional Workers
0.473
Trade/Sales
0.260
Elementary occupation
0.194
Others
0.233
Own a mobile telephone
Yes
0.151
Freq. Discussion p
The odds of accepting HIV test among youths who
had risky sexual behavior was about 2.4 times more
likely than the odds of accepting HIV test among youths
who had no risky sexual behavior. This finding is in line
with the studies done in southeast Asia, China, Burkina
Faso, and Cambodia where youths with higher risk sex-
ual behavior received HIV testing more likely than
youths with low risky sexual behavior [32, 34, 41, 52]. This could be due to the perceived risk of being infected
for people who have risky sexual behavior. An explora-
tory qualitative study done in Kampala, Uganda showed
a low perceived risk of HIV infection is associated with
low HIV test uptake among youths [53]. Regarding the occupational status, professional worker
youths, trade/sales worker youths, and youths who were
engaged in other occupations were 1.87, 1.45, and 1.60
times more likely to accept the voluntary HIV testing
and counseling compared to their Ethiopian peer youths
who were not engaged in any kind of occupation. The
study in rural Ethiopia also showed that people who are
engaged in professional work were more likely to accept
HIV testing compared to their peer farmers [57]. How-
ever, the study done in Guizhou province, China showed
that farmers were more likely to receive HIV voluntary
counseling and testing services than other professionals
[52]. The discrepancy could be due to differences in
HIV-related awareness between farmers in developing
and developed countries. p
g y
Ethiopian youths’ religions were also independently
predicted their HIV test uptake; for Protestant, Muslim
and other religion follower youths, the odds of getting
HIV test were lower by 23.0, 22.0, and 34.0% compared
to Orthodox Christian youths respectively. This finding
supports the finding from the study done among repro-
ductive age Ethiopian women where Christian and
Muslim women were less likely to accept HIV testing as
compared to Orthodox Christian women [54]. The study
in Tanzania among Catholic, Lutheran, and Pentecostal
churches parishioners also showed that shame-related
HIV stigma is strongly associated with religious beliefs
such as the belief that HIV is a punishment from God or
that people living with HIV/AIDS (PLWHA) have not
followed the Word of God [55]. This could be due to
the differences in beliefs and dogmas across different
religions. Discussion their Ethiopian uneducated peers. This finding supports
the findings from secondary data analysis of DHS which
were
done
in
Cambodia,
Burkina
Faso,
Malawi,
Tanzania, and Senegal where academic advancement
was highly associated with receiving HIV testing [30, 32,
33, 41, 56]. This could be due to the reason that edu-
cated youths have better HIV knowledge and have less
stigmatized attitudes towards PLWH. The current study
has shown that youths who have deep insight into HIV
better accept HIV testing. p
p
g
On the other hand, Ethiopian youths’ wealth status
was also significantly associated with their HIV test up-
takes. The odds of getting HIV tests for Ethiopian
youths with middle and rich wealth status were nearly
1.28 and 1.72 times higher compared to their poor peers. This finding is similar to the results of many other stud-
ies done in Southeast Asia and Africa where youths from
households in the highest wealth quintile were more
likely to opt-in for HIV testing as compared to youths
from households in the poor wealth quintile [31, 33, 41,
42]. This can be explained by differences in access to
media and access to health facilities for rich people than
poor people. On the other hand, many studies have wit-
nessed that exposure to mass media promotes HIV-
related knowledge and better creates awareness on HIV
[43–51]. The current study and many other aforemen-
tioned studies witnessed that HIV-related knowledge
boosts HIV test uptake. For married youths and youths with another form of
marital status, the odds of getting HIV tests were nearly
5.37 and 4.60 times higher compared to their peer
youths who are not in marital union. Studies from
Cambodia, Malawi, Tanzania, and Senegal using second-
ary DHS data analyses also showed that ever-married
women more likely accept HIV testing as compared to
never-married women which are consistent with the
findings from the current study [30, 33, 41, 56]. There
could be different possible reasons for this. Married
youths seek health services, especially services related to
pregnancy, and maybe counseled to receive HIV testing
by their health care providers. On the other hand, mar-
ried youth may also seek HIV counseling and testing
services if they doubt their partner’s HIV serostatus. Married youths may also make joint-decisions to seek
HIV counseling and testing to safeguard their marriage
and the health of their current or future child/children. Discussion of listening to a radio (Ref.: No)
Less than once a week
0.070
At least once a week
0.114
Sex of the youths (Ref.: Female)
Male
0.057
_cons
0.017
Region
var.(_cons)
0.044
AOR Adjusted Odds Ratio Primary
0.186
3
0.0030
1.46 [CI (1.13, 1.87)]
Secondary
0.360
6.2
0.0000
2.47 [CI (1.85, 3.29)]
Higher
0.542
8
0.0000
3.49 [CI (2.57, 4.73)]
Marital Status (Ref.: Never in a union)
Married
1.004
9
0.0000
5.37 [CI (3.72, 7.74)]
Other
0.704
10
0.0000
4.60 [CI (3.41, 6.21)]
Occupational Status (Ref.: Not working)
Agricultural Workers
0.092
−0.6
0.5640
0.95 [CI (0.78, 1.14)]
Professional Workers
0.473
2.5
0.0130
1.87 [CI (1.14, 3.07)]
Trade/Sales
0.260
2.1
0.0360
1.45 [CI (1.03, 2.06)]
Elementary occupation
0.194
0.6
0.5640
1.11 [CI (0.78, 1.56)]
Others
0.233
3.2
0.0010
1.60 [CI (1.20, 2.13)]
Own a mobile telephone
Yes
0.151
7.9
0.0000
1.88 [CI (1.61, 2.20)]
Freq. of listening to a radio (Ref.: No)
Less than once a week
0.070
1.7
0.0860
1.11 [CI (0.98, 1.26)]
At least once a week
0.114
3.3
0.0010
1.33 [CI (1.12, 1.57)]
Sex of the youths (Ref.: Female)
Male
0.057
−4.3
0.0000
0.70 [CI (0.60, 0.83)]
_cons
0.017
−11.4
0.0000
0.07 [CI (0.05, 0.12)]
Region
var.(_cons)
0.044
0.14 [CI (0.75, 0.26)]
AOR Adjusted Odds Ratio had low HIV knowledge. This finding is consistent with
the results from the study done using data from four
Sub Saharan countries: Burkina Faso, Senegal, South Af-
rica, Southeast Asia, and Kenya, where youths who had
higher knowledge of HIV opted in HIV test uptake [27,
29, 32–36]. This might be due to the reason that people
with better HIV knowledge have less misconception on
the disease and less stigmatized attitude towards PLWH
and have higher odds of being tested for HIV. Studies of youths were ever tested for HIV [31]. The differences
could be attributed to differences in awareness and
knowledge of HIV between youths residing in different
countries. In the current study, Youths’ HIV knowledge was in-
dependently associated with their HIV VCT uptake. The
odds of getting HIV tests for Ethiopian youths who had
moderate and comprehensive HIV knowledge were
nearly 1.78 times higher compared to their peers who Nigatu et al. BMC Infectious Diseases (2021) 21:334 Page 8 of 11 Page 8 of 11 have witnessed that people with comprehensive know-
ledge of HIV have a less stigmatized attitude towards
people living with HIV [37–40]. Conclusions Regardless of all efforts put in a place to prevent HIV/
AIDS in Ethiopia since the beginning of the disease in
the country, still only about one-third (34.9%) of Ethiop-
ian Youths have ever tested for HIV and know their HIV
serostatus. The study also revealed that there are signifi-
cant disparities in HIV voluntary counseling and testing
uptake among Ethiopian youths living in different re-
gions of the country. Youths who have less HIV know-
ledge, who are from poor households, who do not have
risky sexual behavior, who are protestant Christian and
Muslims, who are male, who are less educated, who are
not in marital union, who are not professional workers,
who do not listen to the radio and who do not have a
mobile phone are less likely to accept HIV counseling
and testing as compared to their counterpart peers. One
of the strategies launched by UNAIDS and other part-
ners to control HIV was, diagnosing 90% of people living
with HIV by 2020. The Democratic Republic of Ethiopia
has also committed to ending AIDS as a public health
threat by 2030. But with the current unacceptable lower
magnitude of HIV counseling and testing uptake among
Ethiopian youths, achieving this target is unthinkable. Therefore, any stakeholder working on HIV prevention
and control in the country should give due emphases to
promoting youths’ academic advancement by integrating
and streamlining HIV-related education in academic
curricula, expanding mobile and other media coverages,
promoting
HIV-related
awareness
creation
through
community-based educations and religious organiza-
tions, and encouraging and strengthening youths to par-
ticipate in professional works to boost the current
unacceptably low level of VCT among them to meet the
ambitious plan of ending HIV as a public health threat
by 2030. The intra-class correlation was used to capture the magni-
tude of variability concerning the prevalence of VCT uptake
across the regions in Ethiopia. The result of ICC showed that
9.0% (±4.7%) of variation in the likelihood of HIV testing up-
take among the Ethiopian Youths was explained by the re-
gional variation which was statistically significant. This
indicates that estimating HIV testing uptake among Ethiop-
ian youths at a country level would have resulted in a biased
estimate had we had not considered the regional variation. AIDS: Acquired immune deficiency syndrome; AOR: Adjusted Odds Ration;
ART: Anti-Retroviral Therapy; CI: Confidence Interval; EA: Enumeration Area;
EDHS: Ethiopian Demographic and Health Survey; FP: Family Planning;
HIV: Human Immunodeficiency Virus; HW: Health Workers; ICC: Intra class
correlation; MOR: Median Odds Ratio; OR: Odds Ratio; PLWHIV: People living
with HIV; PPS: Probability Proportionate to Size; PPS: Probability Discussion The gender dynamics and perceptions of HIV test-
ing study done in Lesotho showed that males usually say
HIV testing is for females [58]. On the other hand, fe-
males do have a high probability of getting HIV counsel-
ing and testing during the antennal follow-up during
pregnancy and during postnatal care after child delivery. Discussion This finding is consistent with the finding
from the study done in Sub Saharan Africa using sec-
ondary data analysis of DHS where the odds of getting
tested for HIV among male youths was 68% less likely
than the odds of getting tested among their female peers
[27] and the study in South Africa where female Youths
more likely accepted HIV testing than their male peers
[29]. This could be due to the less risk perception and
the reluctance of males to seek HIV counseling and test-
ing. The gender dynamics and perceptions of HIV test-
ing study done in Lesotho showed that males usually say
HIV testing is for females [58]. On the other hand, fe-
males do have a high probability of getting HIV counsel-
ing and testing during the antennal follow-up during
pregnancy and during postnatal care after child delivery. The intra-class correlation was used to capture the magni-
tude of variability concerning the prevalence of VCT uptake
across the regions in Ethiopia. The result of ICC showed that
9.0% (±4.7%) of variation in the likelihood of HIV testing up-
take among the Ethiopian Youths was explained by the re-
gional variation which was statistically significant. This
indicates that estimating HIV testing uptake among Ethiop-
ian youths at a country level would have resulted in a biased
estimate had we had not considered the regional variation. From the multilevel model it was estimated that if a youth
moved to another region with a higher probability of HIV
testing uptake, the median increase in their odds of HIV test-
ing uptake would be 1.94-fold (MOR = 1.94). For male Ethiopian youths, the odds of getting tested
for HIV was lower by 30% compared to their female
counterparts. This finding is consistent with the finding
from the study done in Sub Saharan Africa using sec-
ondary data analysis of DHS where the odds of getting
tested for HIV among male youths was 68% less likely
than the odds of getting tested among their female peers
[27] and the study in South Africa where female Youths
more likely accepted HIV testing than their male peers
[29]. This could be due to the less risk perception and
the reluctance of males to seek HIV counseling and test-
ing. Conclusions From the multilevel model it was estimated that if a youth
moved to another region with a higher probability of HIV
testing uptake, the median increase in their odds of HIV test-
ing uptake would be 1.94-fold (MOR = 1.94). The current study has its strengths and limitations. The EDHS data is the most reliable data as the survey
method was methodologicaly rigorious. A large number
of Ethiopian youths were proportionally selected from
every region of the country to ensure national represen-
tation of the youths who were included in the study. To
minimize bias that could have been introduced as a re-
sult of clustering effects, the authors weighted the DHS
data before conducting further analyses. To account for
the variation of levels of HIV counseling and testing
across the regions in the country, moreover, multilevel
logistic regression modeling was done. Discussion Regarding mobile telephone ownership, the odds of
getting an HIV test for mobile owner Ethiopian youths
was 1.88 times higher compared to their Ethiopian peers
who did not own mobile. The finding is in line with the
finding of the study done in Senegal using the secondary
data analyses of DHS data where women and men mo-
bile owners were respectively 40 and 90% more likely to
accept HIV testing services as compared to non-mobile
owners [33]. Ethiopian youths who listen to the radio at
least once a week were 1.33 times more likely to accept
HIV voluntary counseling and testing compared to their The odds of getting HIV tests for Ethiopian youths
who completed primary, secondary, and higher educa-
tion were 1.45, 2.47, and 3.49 times higher compared to Page 9 of 11 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Ethiopian peers who did not listen to the radio. The
findings from secondary data analysis of DHSs data from
27 SSA countries and DHS data from India showed that
people who frequently watch television and frequently
listen to the radio had more comprehensive HIV know-
ledge than people who do not [45, 47]. Many other stud-
ies [29, 44, 46, 48, 49, 51] had also witnessed that
exposure to mass media has an independent impact on
acquiring comprehensive HIV knowledge. The current
study and other aforementioned studies have witnessed
that better knowledge of HIV was associated with better
HIV counseling and testing uptake. On the other hand, the current study does not assure
the temporal relationship between HIV test uptake
among Ethiopian youths and its predictors as data re-
lated to both the outcome and predictor variables were
simultaneously
collected,
and
the
yielded
evidence
should be utilized cautiously. Furthermore, due to the
absence of qualitative data from the 2016 EDHS, the in-
vestigators failed to investigate the link between socio-
cultural factors and HIV test uptake among the youths. Lastly, the only variable we have at the community level
was
‘region’
for
which
intraclass
correlation
was
reported. that better knowledge of HIV was associated with better
HIV counseling and testing uptake. For male Ethiopian youths, the odds of getting tested
for HIV was lower by 30% compared to their female
counterparts. Consent for publication
Not applicable. Not applicable. Availability of data and materials The Stata format datasets used and/or analyzed during the current study are
available from the corresponding author on reasonable request. The Stata format datasets used and/or analyzed during the current study are
available from the corresponding author on reasonable request. 18. WHO. HIV testing and counseling; consolidated ARV guidelines, June 2013,
Geneva; 2013. 18. WHO. HIV testing and counseling; consolidated ARV guidelines, June 2013,
Geneva; 2013. Abbreviations Page 10 of 11 Page 10 of 11 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Nigatu et al. BMC Infectious Diseases (2021) 21:334 Proportionate to the Size; SD: Standard Deviation; TV: Television;
UNAIDS: United Nations Program on HIV/AIDS; VCT: Voluntary Counseling
and Testing; WHO: World Health Organization 10. WHO. Ethiopia HIV Country Profile: 2016. Geneva; 2017. 10. WHO. Ethiopia HIV Country Profile: 2016. Geneva; 2017. 11. UNAIDS. Youth and HIV — mainstreaming a three-lens approach to youth
participation. Geneva; 2018. 11. UNAIDS. Youth and HIV — mainstreaming a three-lens approach to youth
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et al. Uptake of voluntary Counselling and testing among young people
participating in an HIV prevention trial : comparison of opt-out and opt-in
strategies. PLoS One. 2012;7(7):1–10. Received: 19 June 2020 Accepted: 30 March 2021 28. Ssebunya RN, Wanyenze RK, Namale L, Lukolyo H, Kisitu GP, Nahirya-ntege
P, et al. Prevalence and correlates of HIV testing among adolescents 10–19
years in a post-conflict pastoralist community of Karamoja region, Uganda. BMC Public Health. 2018;18(612):1–8. Ethics approval and consent to participate 20. Central Statistical Agency (CSA) [Ethiopia] and ICF. 2016. Ethiopia
Demographic and Health Survey 2016. Addis Ababa and Rockville: CSA and
ICF; 2016. 20. Central Statistical Agency (CSA) [Ethiopia] and ICF. 2016. Ethiopia
Demographic and Health Survey 2016. Addis Ababa and Rockville: CSA and
ICF; 2016. The EDHS 2016 survey protocol was reviewed and approved by the Federal
Democratic Republic of Ethiopia Ministry of Science and Technology and the
Institutional Review Board of ICF International. Additionally, written consent
was obtained from each respondent. For analysis, the investigators received
permission from the public domain MEASUREDHS website and reanalyzed
the data set on youth respondents whose ages range from 15 to 24. Where
participants are children (under 16 years old), written informed consent for
participation in the study was obtained from their parent or guardian. 21. Central Statistical Agency [Ethiopia] and ICF International. Ethiopian
Demographic and Health Survey 2016 Key Indicators Report. Ethiopians
Water Sector Development Program; 2016. p. 1–49. 21. Central Statistical Agency [Ethiopia] and ICF International. Ethiopian
Demographic and Health Survey 2016 Key Indicators Report. Ethiopians
Water Sector Development Program; 2016. p. 1–49. 22. Stangl AL, Laura Brady KF. Measuring HIV stigma and discrimination. Washington, Dc; 2012. 22. Stangl AL, Laura Brady KF. Measuring HIV stigma and discrimination. Washington, Dc; 2012. 23. Rutstein SO, Rojas G. Guide to DHS statistics. Calverton, MD ORC Macro. 2006;(September):1–161 Available from: http://www.measuredhs.com/pubs/
pdf/DHSG1/Guide_to_DHS_Statistics_29Oct2012_DHSG1.pdf%5Cn, http://
www.citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.431.8235&rep=rep1
&type=pdf. Author details
1 Author details
1Faculty of Public Health, Department of Epidemiology, Jimma University,
Institute of Health, Jimma, Oromia, Ethiopia. 2Faculty of Public Health,
Department of Human Nutrition and Dietetics, Jimma University, Institute of
Health, Jimma, Oromia, Ethiopia. 3College of Natural & Computational
Sciences, Department of Statistics, Addis Ababa University, Addis Ababa,
Ethiopia. 1Faculty of Public Health, Department of Epidemiology, Jimma University,
Institute of Health, Jimma, Oromia, Ethiopia. 2Faculty of Public Health,
Department of Human Nutrition and Dietetics, Jimma University, Institute of 25. GELMAN A, HILL JENNIFER. In: Alvarez RM, Beck LLW NL, editors. Data
Analysis Using Regression and Multilevel/Hierarchical Models. 5th ed. New
York: Cambridge University Press; 2007. p. 1–625. 25. GELMAN A, HILL JENNIFER. In: Alvarez RM, Beck LLW NL, editors. Data
Analysis Using Regression and Multilevel/Hierarchical Models. 5th ed. New
York: Cambridge University Press; 2007. p. 1–625. 26. Carle AC. Fitting multilevel models in complex survey data with design
weights: recommendations. BMC Med Res Methodol. 2009;9(1):1–13. 26. Carle AC. Fitting multilevel models in complex survey data with design
weights: recommendations. BMC Med Res Methodol. 2009;9(1):1–13. 27. Asaolu IO, Gunn JK, Center KE, Koss MP, Iwelunmor JI, Ehiri JE. Predictors of
HIV testing among youth in sub-Saharan Africa: a cross-sectional study. PLoS One. 2016;11(10):1–12. Received: 19 June 2020 Accepted: 30 March 2021 27. Asaolu IO, Gunn JK, Center KE, Koss MP, Iwelunmor JI, Ehiri JE. Predictors of
HIV testing among youth in sub-Saharan Africa: a cross-sectional study. PLoS One. 2016;11(10):1–12. Publisher’s Note Springer Nature remains neutral with regard to jurisdictional claims in
published maps and institutional affiliations. 38. Gurmu E, Etana D. HIV / AIDS knowledge and stigma among women of
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1–12. 54. Erena AN, Shen G, Lei P. Factors affecting HIV counselling and testing
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CHINGIZ AYTMATOV VA LUQMON BO'RIXON IJODIDA MUSHTARAK G'OYALAR TALQINI ("BIRINCHI MUALLIM" VA "SIRLI MUALLIM" QISSALARI TAHLILI MISOLIDA)
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Talqin va tadqiqotlar respublika ilmiy-uslubiy jurnali №5 Talqin va tadqiqotlar respublika ilmiy-uslubiy jurnali №5 Talqin va tadqiqotlar respublika ilmiy-uslubiy jurnali №5 Abdullajonova Oyxon Sherzodbek qizi
Qo’qon davlat pedagogika instituti,talaba Annotatsiya: Ushbu maqolada jahon adabiyotining yetuk namoyandasi Chingiz
Aytmatovning “Birinchi muallim” va XX asr o’zbek adabiyotining ist’edodli vakili
Luqmon Bo’rixonnning “Sirli muallim” qissalaridagi mushtarak g’oyalar tahlilga
tortilgan. Kalit so’zlar : mavzu,g’oya, janr, obraz, uslub, qiyosiy tahlil. Tabiat va jamiyatda asosan takrorlanuvchi, bir-biriga o’xshash yoki o’z tabiati,
tuzilishi, mohiyati bilan bir-biriga zid bo’lgan narsa-hodisalar qiyoslash obyekti
bo’lib
xizmat
qiladi. Bu
hol
adabiyotshunoslik
fani,
xususan
qiyosiy
adabiyotshunoslik uchun ham badiiy-estetik metod vazifasini bajaradi. Adabi-
yotshunoslikda ma’lum bir yozuvchi yoki shoir ijodini milliy va xalqaro adabiy
an’analar bilan qiyoslab o’rganish muhim ilmiy- nazariy ahamiyatga ega. Chunki,
shunday qiyoslashlar orqali yozuvchining ijodiy mustaqilligi va uning ham milliy,
ham jahon adabiyotidagi o’rni belgilanadi. Yozuvchi ijodining o’ziga xos qirralarini
o’rganishda va anglab yetishda uni boshqa bir ijodkorning o’xshash asarlari bilan
qiyoslab tahlil qilish muhimdir. Qaysi mashhur asarni olmaylik, u avvalo, ma’lum bir
millat vakilining ijodiy merosi, u yoki bu xalqning ma’naviy boyligi sanaladi. Masalan, Chingiz Aytmatov asarlari qirg’iz xalqining ma’naviy boyligi bo’lishi bilan
birga, butun jahon xalqlarining adabiy merosi sanaladi. Chunki, adib asarlarida
ifodalangan insonparvarlik, mardlik, do’stlik, sadoqat kabi umumbashariy g’oyalar
barcha xalqlar uchun birdek qadrli va ahamiyatlidir. Biz quyida Chingiz Aytmatovning “Birinchi muallim” va o’zbek adabiyotida
o’z o’rniga ega Luqmon Bo’rixonning “Sirli muallim” qissalaridagi mushtarak
g’oyalar va o’ziga xosliklar haqida so’z yuritishni maqsad qildik. Bir qarashda turli
ijtimoiy-tarixiy davrda yashagan va turli milliy ma’daniy qatlamga mansub ikki
qahramonning mushtarak jihatlari mavjudligi kishini hayratga soladi. “Birinchi
muallim” va “Sirli muallim” qissalariga diqqat qaratadigan bo’lsak, ularda turli davr
voqealari badiiy ifoda topgan bo’lsada, syujetining shakllantirilishida mushtaraklik
bor. Ikkala asar ham realistik uslubda yozilganligi sababli voqealar sabab-oqibat
zanjirida rivojlanib boradi. Har ikki asarning bosh qahramoni o’qituvchi. O’qituvchi
bo’lganda ham millatning kelajagi bo’lgan, yoshlarning ziyoli bo’lishini chin dildan
istagan va o’z imkoniyati darajasida kurashgan fidoyi o’qituvchi. “Birinchi muallim” 25 Talqin va tadqiqotlar respublika ilmiy-uslubiy jurnali №5 asarida Duyshen- kichkina qirg’iz ovulida katta voqealarga sabab bo’lgan. Egniga
qora movutdan tikilgan shinel kiyib yuradigan baland bo’yli, burgut qovoq, salobatli
bu yosh yigit: chala savod qirg’iz ovulini savodli qilishda, muallimlikdek ulug’
kasbni zimmasiga olgan. Allaqaysi boydan qolgan otxonani “maktab” dek ulug’
dargohga aylantirgan jasoratli inson. “Sirli muallim” asari qahramoni Najot
G’aybulla- baland bo’yli, kelishgan, yuzlaridan allanechuk nur yog’ilib turadigan,
qiroat bilan salomlashadigan, hamisha yangi va orasta kiyimlar kiyadigan, yurish-
turishi viqorli bir yigit.Bu ikki muallimning tashqi ko’rinishida va ust boshida yer
bilan osmoncha farq ko’rsakda, lekin ruhiy olami birdek. Duyshen va Najot
G’aybullaning bir-biriga o’xshash sifatlari anchagina. Abdullajonova Oyxon Sherzodbek qizi
Qo’qon davlat pedagogika instituti,talaba Muallimlikning eng oliy
cho’qqisida turuvchi bu ikki inson bolalarni va o’z kasblarini chin yurakdan sevishi
bilan atrofdagilardan ajralib turishadi. Ulardagi jasorat tirishqoqlik, maqsadlariga
erishish yo’lida har qanday to’siqqa bosiqlik ila bas kelishlari, ulardagi mushtarak
sifatlarning yana bir isbotidir. Duyshenning: “O’zim nimani bilsam, sizlarga ham
shuni o’rgataman…” kabi so’zlaridan, yetti-pushti savodsiz o’tgan bu bolalarni, o’zi
hijjalab o’qisada o’qish yozishga o’rgatishi qahramonlikdir. Najot muallim ham darsliklarsiz va sharoiti og’ir chekka qishloq bolalarini,
darsliklar bilan ta’minlashi, ularga o’zlari o’rganayotgan fanni anglab yetishlari
uchun turli imkoniyatlar yaratishi chinakam jasoratdir. Eng asosiysi ikkala o’qituvchi
ham o’z kasbining “ustasi”, beg’ubor bolalarning hayollarini jonlantira olishadi. “Birinchi muallim” asarida Oltinoy tilidan aytilgan:”Duyshen, otasi temir yo’lda
ishlab yurgan kezlari, Mixail Semyonovich degan bir keksa muallimning qo’lida ikki
qish o’qigani, keyin armiyaga borib, oqlar bilan urishganlarini hikoya qilganda, biz
ham u bilan yonma-yon turib jang qilganday bo’lardik”. Ushbu parcha fikrimiz
isbotidir. “Sirli muallim” asarida esa Norxolning tilidan:”Najot G’aybullaning sokin,
sohir ovozi sinfxona bo’ylab sirli sirli kezinadi. Xammayoq tinch ummoniga g’arq
bo’lganday jim-jit…O’quvchilar allaqachon sinfxonadan “uchib” ketishgan. Ular
ustozlariga qo’shilib olis-olis orollarda, suv dunyosining g’aroyibotlari ichida sayr
etib yurishibdi…” kabi jumlalari ham bunga isbotdir. Muallimlarning nafaqat o’z
shogirdlarining,balki, atrofdagi insonlarning ham o’zgarishlariga sabab bo’la
olganliklari ularning o’xshash jihatlaridan biridir. Biroq, ikki muallimimizning farqli jihatlari ham mavjud. Ikki insoning yashash
sharoitida judda katta farq sezish mumkin. Va albatta ikkisining muhiti ham farqli. Najot G’aybullaning qo’li barcha narsaga yetsa, Duyshen bundan farqli o’ta nochor
deyishimiz mumkin. Najot G’aybullaning imkoniyatlarga boyligi va Duyshenning
aqalli, yaxshiroq kiyim kiyishga imkoni yetmasligi buning isbotidir. Ikki asarda ham muallimlarning o’z oldilariga qo’ygan maqsadlari mavjud. “Birinchi muallim” asarida Duyshenning maqsadi bolalarning savodini chiqarish
ularni ziyoli insonlarga aylantirish edi. Bolalarda o’zi ko’ra olgan iste’dod va 26 Talqin va tadqiqotlar respublika ilmiy-uslubiy jurnali №5 istiqboldan kelib chiqqan holda o’quvchilarni “katta odam” bo’lishiga ishongandi. Uning bu kabi maqsadini ro’yobga chiqarishda ko’plab to’siqlar bo’ldi,
“ tushunchasiz insonlar” farzandining kemoliga ishonch bildirmadilar. Lekin
muallimninh Oltinoy Sulaymonovaning “akademik” bo’lib yetishishida uning
shunday o’quvchilar tarbiyalaganini va o’zining oliy maqsadiga qisman erishganini
ko’ramiz. “Sirli muallim” asarida ham Najot G’aybullaning, o’qituvchilikdek ulug’
kasbni etagidan tutib, kasbiga jon- jahdi bilan yondashib, o’zidan ajoyib izdoshlar
qoldirishni maqsad qilganini ko’ramiz. Va albatta, ularning eng oliy maqsadi
vatanining, yurtining koriga yarovchi, ziyoli insonlarning sonini orttirishni, maqsad
qilishlaridir.Muallimlar arofida yig’ilgan ba’zi insonlarni “gumrohlar” deb atashimiz
mumkin. “Birinchi muallim” asarida Oltinoyning yangasi, Satimqul tajang va
boshqalarning Duyshenga ters muomalalarini ko’rishimiz mumkin. Abdullajonova Oyxon Sherzodbek qizi
Qo’qon davlat pedagogika instituti,talaba Ocharchilikda
yashayotgan va ilmning asil mohiyatini anglolmagan bunday insonlar uchun tabiiy
hol albatda.Muallimning bolalarni o’qitishi uchun ko’mak berish o’rniga, uni
kamsitishdi.Albatta bunday “insonlar” makon va zamon tanlamaydilar. Najot
G’aybullaning atrofidagilar esa o’zlari sezmagan xolda unga havas yoki xasad
qilishdi. Uning salohiyatiga shubxa bilan qarashdi. X.Xurramovich, Ulash “agranom-
shoir” kabi insonlar Najot muallimga doim shubha bilan qarashib, uning faoliyatini
to’xtatishga urinishdi. Ularga bepisandlik bilan munosabatda bo’lishdi. Lekin,
Duyshenga yordam qo’lini cho’zgan: Sayqal buvi va Qartangboy otani asl inson
sifatida ko’rsata olamiz. Qiyoslangan mazkur ikki asar arxitektonasida farq bo’lsada, yozuvchilarning
bosh qahramon tanlash tamoyili, ifodalagan mavzu va g’oya nuqtai nazaridan
mushtaraklikni ko’rish mumkin. Turli tarixiy-ijtimoiy sharoit, turli mentalitet,
turlicha hayot tarziga ega bo’lgan qahramonlarimizni yaqinlashtirgan narsa, bu
ularning ruhiy olami, orzu- intilishlarining mushtarakligidir. Ya’ni ilm-ma’rifat orqali
dunyoni jaholat va halokatdan asrab qolish. Foydalanilgan adabiyotlar: Foydalanilgan adabiyotlar: 1.Aytmatov Ch. Birinchi muallim.-Toshkent:” O’qituvchi”,1986. 1.Aytmatov Ch. Birinchi muallim.-Toshkent:” O’qituvchi”,1986 2. Luqmon Bo’rixon. Xizir ko’rgan yigit”.-Toshkent: “Sharq”, 2007. 3.Xalliyeva G. Qiyosiy adabiyotshunoslik.-Toshkent:”Akademnashr”,2020 Karimov B. Adabiyotshunoslik metodologiyasi.Toshkent: “Muharrir”2011 27 27 27
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Stability of end-of-life preferences in relation to health status and life-events: A cohort study with a 6-year follow-up among holders of an advance directive
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RESEARCH ARTICLE Background Stating preferences about care beforehand using advance care planning and advance
directives has become increasingly common in current medicine. There is still lack of clarity
what happens over the course of time in relation to these preferences. We wanted to deter-
mine whether the preferences about end-of-life care of a person owning an advance direc-
tive stay stable after the experience of a life-event; how often advance directives are altered
and discussed with family members and physicians over time. Editor: Kevan Hartshorn, Boston University School
of Medicine, UNITED STATES Editor: Kevan Hartshorn, Boston University School
of Medicine, UNITED STATES
Received: November 6, 2017
Accepted: December 4, 2018
Published: December 18, 2018 Matthijs P. S. van WijmenID1*, H. Roeline W. Pasman1, Jos W. R. Twisk2, Guy A.
M. Widdershoven3, Bregje D. Onwuteaka-Philipsen1 1 Department of Public and Occupational Health, Amsterdam Public Health research institute, VU University
Medical Center, Amsterdam, The Netherlands, 2 Department of Epidemiology and Biostatistics, VU
University Medical Center, Amsterdam, The Netherlands, 3 Department of Medical Humanities, Amsterdam
Public Health research institute, VU University Medical Center, Amsterdam, The Netherlands a1111111111
a1111111111
a1111111111
a1111111111
a1111111111 * m.vanwijmen@vumc.nl * m.vanwijmen@vumc.nl Design A longitudinal cohort study with a population consisting of people owning the most common
advance directives in the Netherlands, with a follow-up of 6-years from 2005 until 2011. Respondents were recruited using two associations that provided the advance directives,
Right to Die-NL (n = 4463) and the Dutch Patient Organisation (n = 1263). Each 1.5 year a
questionnaire was sent. We analyzed the relationship between variables using generalized
estimated equations. Copyright: © 2018 van Wijmen et al. This is an
open access article distributed under the terms of
the Creative Commons Attribution License, which
permits unrestricted use, distribution, and
reproduction in any medium, provided the original
author and source are credited. Data Availability Statement: All relevant data are
within the paper and its Supporting Information
files. OPEN ACCESS Citation: van Wijmen MPS, Pasman HRW, Twisk
JWR, Widdershoven GAM, Onwuteaka-Philipsen
BD (2018) Stability of end-of-life preferences in
relation to health status and life-events: A cohort
study with a 6-year follow-up among holders of an
advance directive. PLoS ONE 13(12): e0209315. https://doi.org/10.1371/journal.pone.0209315 * m.vanwijmen@vumc.nl Stability of end-of-life preferences in relation
to health status and life-events: A cohort
study with a 6-year follow-up among holders
of an advance directive Matthijs P. S. van WijmenID1*, H. Roeline W. Pasman1, Jos W. R. Twisk2, Guy A. M. Widdershoven3, Bregje D. Onwuteaka-Philipsen1 Introduction Stating preferences about care beforehand using advance care planning and advance directives
has become increasingly common in current medicine. Advance directives (ADs) are instru-
ments aimed at ensuring medical care at the end of life according to someone’s wishes in case
of incompetence. Yet, it is unclear what happens over the course of time in relation to these
documents. Are the preferences they are supposed to represent stable, also after changes in
health status of their owners or the experience of other life-events? Do their owners make alter-
ations in their ADs? How often are these documents discussed, and with whom? Auriemma et al. did a systemic review on stability of preferences of mainly patients and
older adults [1]. They found that preferences overall remain stable, with higher stability among
patients suffering from a serious illness [1,2] and people who had completed an advance direc-
tive [3–7]. However, they also stress the need for further research on this subject, especially on
the relation between stability of preferences and a change in health status, because findings
until now on this subject are inconclusive. Besides a change in a person’s health status, other
type of life-events could also be relevant when it comes to stability of preferences. An indica-
tion for this could be our finding in a previous study that the experience of someone suffering
a serious illness or a death in a person’s close surroundings was linked to the motivation to
draw up an AD [8]. While there is data on stability of preferences, it is not known whether
owners of ADs make alterations in the actual documents over the course of time. Next to stability of preferences, communication about ADs is a relevant issue. In recent years
it has become increasingly clear that an AD in itself is not enough, and that it is crucial to talk
about preferences. This resulted in a focus on advance care planning (ACP), a process in which
a person’s preferences are discussed with a caregiver and recorded. Research showed that ACP
can improve care at the end of life [9]. Because communication seems to be pivotal for the suc-
cess of ADs, communication surrounding ADs over time is an important issue for research. Stability of end-of-life preferences Conclusion The NVVE and NPV helped with the collection of
the data by providing the addresses of the
respondents and preparing the sending of the
questionnaires. The other funders had no role in
the data collection. None of the funders had a role
in study design, data analysis, decision to publish,
or preparation of the manuscript. Our results largely dispute criticism concerning usability of advance directives due to lack of
stability of preferences. Whereas a change in health status and the experience of other life-
events were not related to instability in preferences, they did increase the odds of communi-
cation about advance directives. Because our results show that the possession of an advance directive does not neces-
sarily result in frequent discussions between patients and caregivers, a more structured
approach like advance care planning might be a solution. Competing interests: The authors have declared
that no competing interests exist. Introduction With the study presented in this paper we aimed to fill in some of the blanks on the subjects
of stability of preferences and communication by following a cohort of people who possess the
most common ADs in the Netherlands for six years. We identified people who experienced a
change of health, but also other life-events, and observed if this affected their preferences
about the end of life. Besides stability of preferences, we also investigated whether they actually
made alterations in their ADs. Finally we looked how often ADs were discussed, with whom
and what were factors associated with communication. Results 96.9–98.1% of the respondents who had experienced a life-event had stable preferences. 89.9–93.7% of Right-to-Die-NL-members who had experienced a life-event didn’t make any
alterations in their advance directives. During the 6-year course of our study, a minority of
both groups didn’t discuss their advance directive with anyone (8.7–16.4%), while a majority
didn’t discuss it with physicians (ranging 58.1–95.1%). Factors related to health, such as
deterioration in experienced health, increased the odds to discuss advance directives. Funding: This study was funded by the
Innovational Research Incentives Scheme VICI
2008 from the Netherlands Organisation for
Scientific Research (NWO) (grant number: NWO
VICI 916.96.628), Pieter van Foreest Stichting,
Right to Die-NL (NVVE) and the Nederlandse
Patie¨nten Vereniging (NPV) (all received by BO). PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 1 / 14 Stability of end-of-life preferences by any policy. Dutch physicians are obligated by law to adhere to the wishes put down in an
AD, but at the same time they can determine if a treatment at the end of life is medically futile. In practice most decisions about continuing or forgoing care at the end of life are taken with
physicians, patients and their family involved [13]. In order to include people with an AD in the cohort, we used two associations who publish
the most common standard formats for ADs in the Netherlands. Right to Die-NL (Neder-
landse Vereniging voor een Vrijwillig Levenseinde (NVVE) in Dutch), an association that
makes an effort for patient autonomy and a self-chosen end of life, provides the most common
types of ADs in the Netherlands. Among them a refusal of treatment document (ROTD), a do
not resuscitate order (DNR), the appointment of a healthcare proxy and an advance euthanasia
directive (AED). The second association, the Dutch Patient Association (translated from Nederlandse
Patie¨nten Vereniging (NPV) in Dutch), is Christian orientated and provides one type of AD:
the ‘wish-to-live statement’. The content of this AD states that its owner wants to receive
proper care, meaning no excessive, medical futile treatments at the end of life, but also no
actions with the purpose to actively end life. The membership files of these two associations were used to recruit a random sample of
respondents for the cohort. They were given extensive information about the study before they
agreed to participate. The return of a completed questionnaire was taken as consent to partici-
pate. Individual participants were followed over time by repeatedly sending them question-
naires and identifying them with the use of pseudonymous identification numbers. The
researchers only received anonymized data, leaving names and addresses under sole control of
the associations. The Medical Ethics Review Committee of the VU University Medical Center
approved this study. PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 Methods This paper draws on a cohort study on people owning an AD, which took place in the Nether-
lands [10]. Only 7% of the Dutch population owns an AD [11,12]. Their use is not promoted 2 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 Stability of end-of-life preferences The question about stability of preferences we used for this paper was only answered in
connection to the questions about the experience of life-events. We asked if the respondents
experienced a life-event in the 1,5 years between this questionnaire and the previous one. The
question went as follows: ‘Could you indicate if you experienced one of the following events
the past one and a half year?’ Followed by captions like ‘Health (both mental or physical, for
instance the diagnosis, treatment or recovery of a disease)’ and then options like ‘A change in
my own health’. Respondents could choose from the following options: a change in their own
health or the health of a loved-one, the death of a loved-one, the birth of (grand)child or having
a new partner. The last two were combined in the experience of a positive life-event for the
analyses. Respondents also had the opportunity to describe a life-event that was not amongst
the given options. If respondents indicated they had experienced a life-event the pas 1,5 years,
the follow-up question was if this had led to changes in their preferences. To measure experienced quality of life we used the Eq5d, a set of questions mainly focused
on health status, used to calculate a utility score. [15,16] The subject of adjustments in ADs or the completion of new ADs during the course of the
study could only be investigated with NVVE-members, while the fixed nature of the AD of the
NPV did not allow alterations. A translated version of the questionnaire used is added as a supplementary file. Statistical analyses We performed descriptive statistics for the main outcome variables used for this paper, which
were stability of preferences about the end of life, alterations made in ADs and how often
respondents discussed their AD. We then analyzed which factors were statistically associated
with making alterations in ADs and communication about them. We looked at background
characteristics (gender, age, marital status, the presence of offspring, place of residence, educa-
tion and religion) several variables representing (a change in) health status, and the experience
of life-events. To analyze above mentioned relationships, we used generalized estimated equations (GEE),
which is suited for longitudinal analyses, because it takes into account the fact that multiple
observations of one subject are used over time and corrects for within-subject correlation. To
analyze the relationship between adjustments in ADs as dependent variable and background
characteristics, (a change in) health status and the experience of life-events as independent var-
iables, first univariable analyses were performed. We then put all independent variables that
were significantly associated in a multivariable model. We removed variables with the highest
P-values until only variables with a P-value below 0.05 remained in the model. We did the
same for communication about ADs as dependent variable. Regarding instability of prefer-
ences we only performed descriptive analysis, because the amount of subjects with instable
preferences was too small to perform these analyses well. Population and questionnaires The respondents of the cohort answered questionnaires in Dutch every 1,5 year, the first sent
in 2005. These questionnaires contained questions about background characteristics as well as
about more specific topics surrounding end of life care and ADs. For this paper respondents
were included who indicated they possessed a completed AD at the start of the cohort in 2005
(4463 NVVE-members and 1263 NPV-members). During the progress of the study respon-
dents dropped out of the cohort, because they deceased, moved, ended their membership with
the association, or choose no longer to participate. The response rates per wave of question-
naires ranged from 82–87% for NVVE-members and 84–89% for NPV-members. Due to
financial en practical reasons it was not possible for us to extend the cohort after 2011. For previous studies we compared the members of the cohort with the Dutch general public
[10,14]. We found that NVVE-respondents were more often single, higher educated and non-
religious, while amongst NPV-respondents there were a lot more Protestant-Christians com-
pared to the Dutch public. When it came to their views on the end of life, NVVE-members
were similar to the general public, but more outspoken. NPV-members differed from the gen-
eral public because they more often preferred to continue medical treatment at the end of life. Because of the differences between the two groups in terms of religiosity and views on the end
of life, we choose to perform analyses (and present the results) for both groups separately or
correct for membership of association (NVVE or NPV) when performing analyses on the pop-
ulation as a whole. The questions we focused on for this paper, about preferences, the experience of life-events,
adjustments in ADs and communication, were included four times in the questionnaires from
the second questionnaire in 2007 till the last in 2011. 3 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 https://doi.org/10.1371/journal.pone.0209315.t001 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 Respondent characteristics Table 1 shows the characteristics of the respondents of the cohort. In 2007, 63% of the NVVE-
members experienced a life-event, of whom 43% experienced a change in own health, 34% a
change in the health of a loved-one and 27% the death of a loved-one. Of the 66% of NPV-
members who experienced a life-event, 41% experienced a change in own health, 42% a change
in health of a loved-one and 41% a death of a loved-one. The answers to the questionnaires
from other years showed similar results. 4 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 Stability of end-of-life preferences Table 1. Respondent characteristics. Table 1. Respondent characteristics. Characteristic
(measured in 2005, unless reported differently)
NVVE-members
(n = 4463)
NPV-members
(n = 1263)
Age, mean (SD), in years
68.3 (12.4)
59.5 (17.7)
Sex, No. (rounded %)
- Male
1577 (36%)
493 (40%)
- Female
2832 (64%)
745 (60%)
Marital status
- Married
2171 (50%)
844 (68%)
- Living together
247 (6%)
8 (1%)
- Partner otherwise
195 (4%)
18 (2%)
- Divorced
341 (8%)
35 (3%)
- Widowed
1057 (24%)
159 (13%)
- Single otherwise
377 (9%)
173 (14%)
Children
- Children, good relation
2940 (67%)
838 (68%)
- Children, bad relation with some or all
393 (9%)
102 (8%)
- No children
993 (23%)
269 (22%)
- Otherwise
54 (1%)
20 (2%)
Residing in (2007)
- Own home
3494 (96%)
1038 (96%)
- Otherwise (e.g. Nursing-home, sheltered living)
158 (4%)
45 (4%)
Education
- Elementary or basic vocational
712 (16%)
436 (35%)
- Secondary
1373 (31%)
422 (34%)
- Higher
2290 (52%)
375 (30%)
Belief and its importance in someone’s life
- Important belief
861 (20%)
1212 (97%)
- Not important belief or no belief
3464 (80%)
32 (3%)
Suffering from a disease
- No
1473 (34%)
567 (46%)
- Yes
2916 (66%)
659 (54%)
Change in experienced health(2007)
- No Change
2245 (61%)
722 (66%)
- Better
186 (5%)
68 (6%)
- Much better
154 (4%)
37 (3%)
- Worse
952 (26%)
232 (21%)
- Much worse
151 (4%)
33 (3%)
Life-events (2007)
Any life-event
2221 (63%)
725 (66%)
Of which:
- Change in own health
945 (43%)
294 (41%)
- Change in health of a loved-one
753 (34%)
304 (42%)
- Death of a loved-one
596 (27%)
295 (41%)
- Postive life-event: birth of a (grand)child or a new partner
441 (20%)
303 (42%)
Respondents were asked how their health status was as compared to 1,5 years before. Percentages presented here represent the proportion of specific life events from the total of life events 5 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 201 Stability of end-of-life preferences The experience of life-events, end-of-life preferences and adjustments in
ADs After experiencing a life-event, the preferences about the end of life of a vast majority of
respondents remained unchanged or became stronger in both groups, ranging from 96.8% to
97.5% for the NVVE and from 97.4 to 98.1% for the NPV for the different intervals between
questionnaires (Table 2). Over the four consecutive waves of questionnaires constantly small
percentages indicated they were in doubt (ranging 1.4–1.9% for the NVVE and 1.1–1.6% for
the NPV) and an even smaller percentages reported that their preferences had changed (rang-
ing 1.2–1.6% for the NVVE and 0.4–1.1% for the NPV). Using GEE we tested if there were sig-
nificant differences between the different waves when it came to instability of preferences, but
there weren’t any (p = 0.514 for the NVVE, p = 0.932 for the NPV and p = 0.608 for both
groups together). Because of the small percentages of instable preferences, it was not possible
to analyze in what way different factors were associated with instability of preferences. When asked if they made adjustments to their existing ADs or if they drafted a new AD
during the one and a half year previous to the questionnaire, a part of NVVE-members
answered they did, ranging 6.3–10.1% for the four waves of questionnaires. These differences
in percentages of respondents who made adjustments that were found between the four waves
of questionnaires were statistically significant when analyzed with GEE (p<0.001). We found that only the experience of the death of a loved one remained significant in a
multivariable model (OR = 1.3; 95%-CI 1.1–1.6), when we analyzed whether the experience of
a life-event was statistically significantly associated with making adjustments in an AD or a
new AD over time. Other variables that remained significant were higher age, having a bad
relationship with some or all of your children, a higher education and an experienced health
that was less than good (Table 3). Stability of end-of-life preferences Table 2. Changes in preferences and ADs of people who experienced a life-event in the previous 1,5 year. Spring 2007
Autumn 2008
Spring 2010
Autumn 2011
NVVE
n = 2221
n = 2063
n = 1885
n = 1645
Did your views or preferences about the end of life change? No change or they became stronger
1815 (97.2%)
1711 (96.8%)
1797 (97.5%)
1561 (96.9%)
I’m in doubt
30 (1.6%)
34 (1.9%)
25 (1.4%)
25 (1.6%)
They changed
22 (1.2%)
23 (1.3%)
22 (1.2%)
25 (1.6%)
Adjustments in existing AD or new AD?
198 (9.2%)
124 (6.3%)
138 (7.5%)
156 (10.1%)
NPV
n = 725
n = 597
n = 554
n = 482
Did your views or preferences about the end of life change? No change or they became stronger
550 (97.7%)
495 (97.4%)
527 (97.8%)
462 (98.1%)
I’m in doubt
9 (1.6%)
8 (1.6%)
6 (1.1%)
7 (1.5%)
They changed
4 (0.7%)
5 (1.0%)
6 (1.1%)
2 (0.4%)
The subject of adjustments in ADs or the completion of new ADs during the course of the study could only be investigated with NVVE-members, while the fixed
nature of the AD of the NPV didn’t allow alterations in it or the addition of new ADs besides it. Table 2. Changes in preferences and ADs of people who experienced a life-event in the previous 1,5 year. The subject of adjustments in ADs or the completion of new ADs during the course of the study could only be investigated with NVVE-members, while the fixed
nature of the AD of the NPV didn’t allow alterations in it or the addition of new ADs besides it. The subject of adjustments in ADs or the completion of new ADs during the course of the study could only be investigated
nature of the AD of the NPV didn’t allow alterations in it or the addition of new ADs besides it. Having a partner, children, being female and having a belief that is of importance in one’s
life increased the odds to talk with family. Higher age, having a higher education and a lower
experienced quality of life (measured using the Eq5D), all increased the odds to discuss ADs
with a physician. As was also seen in the descriptive figures, membership of the NPV makes it
less likely to talk about ADs, with family as well as physicians. Communication about ADs When asked with whom they had spoken about their AD the previous one and a half year,
NVVE-members most often indicated their partner (ranging from 49.8% to 58.0% for the four
intervals between the questionnaires), followed by their children (ranging from 33.3% to 42.4%),
and general practitioner (GP, ranging from 13.7% to 22.2%; Table 4). The answers from the NPV-
members showed similar results, with lower percentages: talking with their partner ranged from
30.9% to 44.8%; with their children from 17.2% to 27.3%; with their GP from 4.4% to 15.5%. A substantial part of the respondents did not speak with anyone about their AD in the pre-
ceding one and a half year period (percentages ranging 28.7–35.9% for the NVVE and 40.6–
57.5% for the NPV). When analyzing the period as a whole, from 2005 till 2011, a majority talked to somebody
about their AD as least once (91.3% of the NVVE-members and 83.6% of the NPV-members). For the whole period, the results show the same order as for the four separate one-and-a-half
year periods when it comes to with whom respondents talked most frequently: 81.6% of
NVVE-members and 71.9% of NPV-members talked at least once with their partner during
the 6 year period, 67.5% (NVVE) and 44.4% (NPV) with their children, 41.9% (NVVE) and
27.9% (NPV) with their GP (Table 4). Almost all factors investigated were significantly associated with communication about
ADs univariably, but a smaller number remained so when put in a multivariable model
(Table 5). Suffering from a disease as well as a deterioration in experienced health both
increased the odds of talking about ADs with family or a physician. The same was found for
residing in a care-facility and experiencing the life-events of a change in own health and
change in health or death of a loved-one. 6 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 Discussion A vast majority (ranging 96.9–98.1%) of people with an AD who experienced a life-event indi-
cated their preferences remained unchanged or became stronger. This corresponds with ear-
lier findings in research about this subject, showing that stability of preferences is higher
among the owners of ADs [3,4,6,7,17]. Nonetheless this is a noteworthy result because we
know that part of the experienced life-events, concerning serious health issues of a loved one,
are important for the decision to draw up an AD [8]. Also changes in a person’s own health do
not seem to influence the stability of preferences. Many previous studies found no association between a change in health and instability of
preferences [7,18–24]. From those that did find an association, some found that a change in
health alters preferences towards wanting more treatment[3,6], while others found the oppo-
site [2,25]. From this Auriemma et al. concluded in their review that the data on this subject
was inconclusive [1]. Compared with the studies cited by Auriemma, ours had a longer follow-
up, a bigger sample and the population consisted solely of people actually owning an AD. Our
findings suggest no association between instability of preferences and the experience of life-
events, including a change in health. Of the NVVE-members who had experienced a life-event, the proportion making alter-
ations in their AD was larger than the proportion with instable preferences. However, these
percentages still represent small minorities (ranging 6.3–10.1%). Combined with our finding
that preferences overall remained stable or became stronger, the alterations made in ADs
could well be a sharpening of previous statements. Another explanation for the difference between the number of instable preferences and
alterations in ADs could be the fact that the NVVE published new versions of ADs during the 7 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 https://doi.org/10.1371/journal.pone.0209315.t003 The EQ5D is a validated set of questions on five domains (mobility, self-care, usual activities, pain and discomfort,
anxiety and depression), which can be used to calculate a single index value representing someone’s perceived quality
of life. A score of 100% represents full health and a score of 0 represents death. https://doi.org/10.1371/journal.pone.0209315.t003 course of our study. This may have been an incentive for respondents to draft a new one and is
unrelated to instability of preferences. It could also explain the statistically significant differ-
ences between the 4 waves of questionnaires when it came to the percentages of respondents
that made alterations in ADs (ranging 6.3–10.1%). A third explanation of the difference between stability of preferences and alterations in ADs
may be found in the way stability of preferences was assessed for this study. Respondents were
asked if their views or preferences had changed in general, without specifying. We know from
a study by Evans et al. that specific treatment preferences from elderly people do not always
concur with their general end-of-life goals [26]. The majority of studies reviewed by Auriemma et al. assessed the stability of preferences by
repeatedly asking about specific types of medical care over time [1]. This seems to be a more
objective method as compared to the method used for this study. This has to be taken into
account when interpreting the results of this study: the stability of preferences could be some-
what overestimated. However, in the context of ACP and palliative care in practice the self-
perceived preference stability is highly relevant. From the life-events only the experience of the death of a loved one remained significantly
associated with alterations in ADs, next to a (subjectively reported) bad health and higher age
among others. g
People with an AD tend to talk about these documents, as shown by the fact that only small
minorities indicated they did not talk at all about this subject during the six-year course of our People with an AD tend to talk about these documents, as shown by the fact that only small
minorities indicated they did not talk at all about this subject during the six-year course of our Table 4. Talked about AD? Respondents who reported to have a partner or children at the time they answered the questionnaire that year. p
y
q
y
age of the data, we only could include the figures of the respondents who had answered this question in all 4 waves of the stud a partner or children at the time they answered the questionnaire that year. In order to prevent a distorted image of the data, we only could include the figures of the respondents who had answered Stability of end-of-life preferences Table 3. Factors associated with adjustments in ADs or a new AD (only NVVE). (n = 3980, OR’s, 95%-CI’s). Variable
univariable
multivariable
Gender
- Male
1.0
- Female
1.0 (0.9–1.2)
Age (per year)
1.02 (1.01–1.02)
1.01 (1.01–1.02)
Marital status
- Married
1.0
- Living together
1.1 (0.8–1.6)
- Partner otherwise
1.0 (0.7–1.5)
- Divorced
1.3 (1.0–1.7)
- Widowed
1.3 (1.1–1.6)
- Single otherwise
1.1 (0.8–1.6)
Children
- Children, good relation
1.0
1.0
- Children, bad relation with some or all
1.5 (1.2–1.8)
1.4 (1.1–1.7)
- No children
1.1 (0.9–1.3)
1.2 (1.0–1.4)
- Otherwise
1.2 (0.7–2.0)
1.0 (0.6–1.9)
Residing in
- Own home
1.0
- Otherwise (e.g. Nursing-home, sheltered living)
1.4 (1.0–1.8)
Education
- Higher
1.0
1.0
- Secondary
0.9 (0.8–1.1)
0.8 (0.7–1.0)
- Elementary or basic vocational
0.8 (0.6–1.0)
0.7 (0.5–0.9)
Belief and its importance in someone’s life
- Important belief
1.0
- Not important belief or no belief
0.9 (0.7–1.1)
Experienced health
- Very good
1.0
1.0
- Good
1.1 (0.9–1.3)
1.0 (0.8–1.3)
- Less than good
1.8 (1.4–2.2)
1.6 (1.3–2.1)
Suffering from a disease
- No
1.0
- Yes
1.4 (1.2–1.6)
Experienced quality of life (EQ5D tariff)
Per 10% decrease in score
1.10 (1.06–1.13)
Change in experienced health
- No Change
1.0
- Better
0.9 (0.6–1.2)
- Much better
1.3 (0.9–1.9)
- Worse
1.5 (1.2–1.7)
- Much worse
2.1 (1.6–2.8)
Life-events
Did not experience life-event
1.0
Change in own health
1.3 (1.1–1.5)
Change in health of a loved-one
1.2 (1.1–1.5)
Death of a loved-one
1.4 (1.1–1.5)
1.3 (1.1–1.6)
Positive life-event
0.8 (0.7–1.1)
(Continued) 8 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 Stability of end-of-life preferences Table 3. (Continued)
Variable
univariable
multivariable
Any life-event
1.4 (1.2–1.6)
The EQ5D is a validated set of questions on five domains (mobility, self-care, usual activities, pain and discomfort,
anxiety and depression), which can be used to calculate a single index value representing someone’s perceived quality
of life. A score of 100% represents full health and a score of 0 represents death. https://doi.org/10.1371/journal.pone.0209315.t003 Table 3. (Continued)
Variable
univariable
multivariable
Any life-event
1.4 (1.2–1.6)
The EQ5D is a validated set of questions on five domains (mobility, self-care, usual activities, pain and discomfort,
anxiety and depression), which can be used to calculate a single index value representing someone’s perceived quality
of life. A score of 100% represents full health and a score of 0 represents death. Respondents who reported to have a partner or children at the time they answered the questionnaire that year. In order to prevent a distorted image of the data, we only could include the figures of the respondents who had answered this question in all 4 waves of the study.
https://doi.org/10.1371/journal.pone.0209315.t004 https://doi.org/10.1371/journal.pone.0209315.t004 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 https://doi.org/10.1371/journal.pone.0209315.t004 1/journal.pone.0209315.t004 Autumn 2005-
spring 2007
Spring 2007- autumn
2008
Autumn 2008-
spring 2010
Spring 2010-
autumn 2011
Autumn 2005-
spring 2011
NVVE (n =
3713)
NPV (n =
1105)
NVVE (n =
3510)
NPV (n =
1027)
NVVE (n =
3016)
NPV (n =
915)
NVVE (n =
2843)
NPV (n =
825)
NVVE (n =
2363)
NPV (n =
748)
With partner
1150
(53.6%)
326 (42%)
987 (49.8%)
324
(44.8%)
973
(58.0%)
265 (40.8%
885
(56.1%)
179
(30.9%)
1155
(81.6%)
389
(71.9%)
With Children
1043
(37.4%)
220
(25.9%)
876 (33.3%)
217
(27.3%)
966
(42.4%)
166
(23.3%)
862
(40.6%)
113
(17.2%)
1196
(67.5%)
259
(44.4%)
With other family
members
262 (7.1%)
73 (6.6%)
226 (6.4%)
68 (6.6%)
244 (8.1%)
50 (5.5%)
203 (7.1%)
34 (4.1%)
429 (18.2%)
116
(15.5%)
With GP
609 (16.4%)
107 (9.7%)
480 (13.7%)
159
(15.5%)
619
(20.5%)
101
(11.1%)
632
(22.2%)
36 (4.4%)
991 (41.9%)
209
(27.9%)
With medical specialist
92 (2.5%)
18 (1.6%)
85 (2.4%)
17 (1.7%)
101 (3.3%)
17 (1.9%)
95 (3.3)
13 (1.6%)
160 (6.8%)
37 (4.9%)
With Others
601 (16.2%)
91 (8.2%)
547 (15.6%)
102 (9.9%)
609
(20.2%)
97 (10.6%)
544 (19.1)
74 (9.0%)
917 (38.8%)
170
(22.7%)
With no one
1334
(35.9%)
504
(45.6%)
1191
(33.9%)
417
(40.6%)
972
(32.2%)
413
(45.1%)
817
(28.7%)
474
(57.5%)
205 (8.7%)
123
(16.4%) Table 4. Talked about AD? PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 9 / 14 Stability of end-of-life preferences Table 5. (Continued) Table 5. (Continued)
Talked with family
Talked with physician
Change in own health
1.3 (1.2–1.4)
1.2 (1.1–1.3)
1.8 (1.7–2.0)
1.4 (1.3–1.5)
Change in health of a loved-one
1.3 (1.2–1.4)
1.2 (1.1–1.3)
1.2 (1.1–1.3)
1.1 (1.0–1.3)
Death of a loved-one
1.3 (1.2–1.4)
1.4 (1.2–1.5)
1.2 (1.1–1.4)
1.2 (1.1–1.3)
Positive life-event
1.1 (1.0–1.3)
0.8 (0.7–0.9)
Any life-event
1.3 (1.3–1.4)
1.5 (1.4–1.7) For the analyses on communication using GEE, variables that were presented separately for the descriptive analyses in Table 2 were merged. ‘Talked with family’
consists of talking ‘With partner’, ‘With Children’ and ‘With other family members’. ‘Talked with physician’ consists of talked ‘With GP’ and ‘With medical specialist’. The EQ5D is a validated set of questions on five domains (mobility, self-care, usual activities, pain and discomfort, anxiety and depression), which can be used to
calculate a single index value representing someone’s perceived quality of life. A score of 100% represents full health and a score of 0 represents death. https://doi.org/10.1371/journal.pone.0209315.t005 For the analyses on communication using GEE, variables that were presented separately for the descriptive analyses in Table 2 were merged. ‘Talked with family’
consists of talking ‘With partner’, ‘With Children’ and ‘With other family members’. ‘Talked with physician’ consists of talked ‘With GP’ and ‘With medical specialist’. The EQ5D is a validated set of questions on five domains (mobility, self-care, usual activities, pain and discomfort, anxiety and depression), which can be used to
calculate a single index value representing someone’s perceived quality of life. A score of 100% represents full health and a score of 0 represents death. https://doi.org/10.1371/journal.pone.0209315.t005 study (8.7% for NVVE-members and 16.4% for NPV-members). However, taken into account
that communication is essential to the success of ADs [9], there is still progress to be made,
especially when it comes to the communication with physicians, which stays behind as com-
pared to communication with loved ones. From qualitative studies we know that patients as
well as caregivers experience barriers to discuss end-of-life preferences [8,27,28]. Talking
about preferences may especially be relevant when there is a change in someone’s health. Our
findings do show a change in health status is an incentive, because multiple variables linked to
(a change in) health increased the odds to talk about ADs. Strengths of our study are the long study period and the large number of cohort members. Our study also had some limitations. Stability of end-of-life preferences Table 5. Factors associated with communicating about ADs. (n = 5111, OR’s, 95%-CI’s). Talked with family
Talked with physician
Variable
univariable
multivariable
univariable
multivariable
Gender
- Male
1.0
1.0
1.0
- Female
1.0 (0.9–1.1)
1.2 (1.1–1.3)
1.1 (1.0–1.2)
Age (per year)
1.00 (1.00–1.01)
1.03 (1.03–1.04)
1.02 (1.02–1.03)
Marital status
- Married
1.0
1.0
1.0
- Living together
1.4 (1.2–1.8)
1.5 (1.2–1.9)
1.0 (0.8–1.3)
- Partner otherwise
1.1 (0.9–1.4)
1.2 (0.9–1.4)
1.0 (0.7–1.3)
- Divorced
0.6 (0.5–0.7)
0.5 (0.4–0.6)
1.5 (1.2–1.8)
- Widowed
0.8 (0.7–0.8)
0.6 (0.5–0.6)
1.7 (1.5–2.0)
- Single otherwise
0.3 (0.3–0.3)
0.4 (0.3–0.5)
1.2 (1.0–1.5)
Children
- Children, good relation
1.0
1.0
1.0
- Children, bad relation with some or all
0.9 (0.8–1.1)
0.9 (0.8–1.0)
1.4 (1.2–1.6)
- No children
0.5 (0.4–0.5)
0.5 (0.5–0.6)
0.9 (0.8–1.0)
- Otherwise
0.7 (0.5–1.0)
0.7 (0.5–0.9)
1.0 (0.7–1.5)
Residing in
- Own home
1.0
1.0
1.0
1.0
- Otherwise (e.g. Nursing-home, sheltered living)
1.2 (1.0–1.4)
1.3 (1.1–1.6)
2.0 (1.7–2.4)
1.3 (1.0–1.5)
Education
- Higher
1.0
1.0
1.0
- Secondary
1.0 (0.9–1.1)
0.8 (0.7–1.0)
0.8 (0.7–0.9)
- Elementary or basic vocational
0.9 (0.8–1.0)
1.0 (0.8–1.1)
0.9 (0.8–1.1)
Belief and its importance in someone’s life
- Important belief
1.0
1.0
1.0
- Not important belief or no belief
1.4 (1.3–1.5)
0.9 (0.8–1.0)
1.3 (1.2–1.5)
Memberschip of association
- Member of NVVE
1.0
1.0
1.0
1.0
- Member of NPV
0.5 (0.5–0.6)
0.4 (0.4–0.5)
0.5 (0.4–0.5)
0.6 (0.5–0.6)
Experienced health
- Very good
1.0
1.0
- Good
1.1 (1.0–1.2)
1.5 (1.4–1.8)
- Less than good
1.1 (1.0–1.3)
2.5 (2.1–2.9)
Suffering from a disease
- No
1.0
1.0
1.0
1.0
- Yes
1.2 (1.1–1.3)
1.1 (1.0–1.2)
2.0 (1.8–2.2)
1.3 (1.2–1.5)
Experienced quality of life (EQ5D tariff)
Per 10% decrease in score
1.04 (1.02–1.06)
1.19 (1.17–1.22)
1.08 (1.05–1.12)
Change in experienced health
- No Change
1.0
1.0
1.0
1.0
- Better
1.1(1.0–1.2)
1.2 (1.0–1.3)
1.2 (1.0–1.4)
1.1 (0.9–1.4)
- Much better
0.8 (0.7–1.0)
0.8 (0.6–0.9)
1.3 (1.0–1.6)
1.2 (0.9–1.6)
- Worse
1.2 (1.1–1.3)
1.1 (1.0–1.2)
1.9 (1.7–2.1)
1.2 (1.1–1.4)
- Much worse
1.4 (1.2–1.7)
1.3 (1.1–1.6)
3.5 (2.9–4.3)
1.7 (1.4–2.2)
Life-events
Did not experience life-event
1.0
1.0
1.0
1.0
(Continued) Table 5. Factors associated with communicating about ADs. (n = 5111, OR’s, 95%-CI’s). PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 10 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 First, there may have been a recall bias when it comes to
communication about ADs and alterations made in ADs. Second, our study in itself, by send-
ing the questionnaires every one-and-a-half year, may have been an incentive for the respon-
dents to think, talk about or make alterations in their ADs. Third, although we were able to follow our respondents over time in order to assess stability
of preferences and the experiences of life-events, this study doesn’t provide data about the end
of life of the participants. We know from a study by Bischoff et al. that 37% of patients change
their code status near the end of life [29]. On the other hand Bolt et al. found that a change or
deterioration in health near the end of life generally did not seem to influence preferences con-
cerning euthanasia of people with an advance euthanasia directive [30]. Finally, one can question to which extend the results of our study can be generalized to the
general population, due to the fact that ADs in the Netherlands are not promoted by any policy
and therefore are not widespread (only 7% of the Dutch population owns an AD)[11,12]. Results of previous studies we performed, where we compared the members of the cohort with
the Dutch general public, showed both groups, NVVE- and NPV-members, can be placed at
opposite end of the spectrum when it comes to views on then end of life in the Netherlands
[10,14]. While not representative for the general public both groups at opposite ends of the
spectrum show similar results. Author Contributions Conceptualization: H. Roeline W. Pasman, Guy A. M. Widdershoven, Bregje D. Onwuteaka-
Philipsen. Data curation: Matthijs P. S. van Wijmen. Formal analysis: Matthijs P. S. van Wijmen, Jos W. R. Twisk. Funding acquisition: Bregje D. Onwuteaka-Philipsen. Investigation: Matthijs P. S. van Wijmen, H. Roeline W. Pasman, Bregje D. Onwuteaka-
Philipsen. Methodology: Matthijs P. S. van Wijmen, H. Roeline W. Pasman, Jos W. R. Twisk, Bregje D. Onwuteaka-Philipsen. Supervision: Bregje D. Onwuteaka-Philipsen. Writing – original draft: Matthijs P. S. van Wijmen. Writing – review & editing: H. Roeline W. Pasman, Jos W. R. Twisk, Guy A. M. Widdersho-
ven, Bregje D. Onwuteaka-Philipsen. Supporting information Supporting information
S1 File. Dataset used for the paper. SPSS-file, the data is structured long. (SAV)
S2 File. Questionnaire used to collect the data for the paper, original version in Dutch. (DOC)
S3 File. Questionnaire used to collect the data for the paper, translated version in English. (DOC) S1 File. Dataset used for the paper. SPSS-file, the data is structured long. (SAV) Conclusions The results of our study make an important contribution to disputing the criticism concerning
the usability of ADs due to a lack of stability of preferences of their owners. Whereas a change
in health status and the experience of other life-events were not related to instability of general
self-reported preferences about the end of life, they did increase the odds of communication
about ADs. Yet, communication remains an issue of concern. In order to translate general
preferences about end of life put down in ADs to specific decisions in practice, communication 11 / 14 PLOS ONE | https://doi.org/10.1371/journal.pone.0209315
December 18, 2018 Stability of end-of-life preferences is vital. Our results show that possession of an AD does not necessarily lead to frequent discus-
sions between patients and caregivers. A more structured approach, like ACP, might be useful
to foster communication and improve the relevance of ADs in practice. is vital. Our results show that possession of an AD does not necessarily lead to frequent discus-
sions between patients and caregivers. A more structured approach, like ACP, might be useful
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CURRENT STATE OF THE PROBLEM OF FORMATION CULTURES OF COMMUNICATION OF THE FUTURE TEACHERS BY DIALOGICAL MEANS LEARNING SITUATIONS
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Osvìtnìj vimìr
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cc-by
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выступает одной из важных характеристик управления
механизмами
ускорения
познавательной
деятельности.
«Человек действует либо на основе потребностей своего
организма, либо на основе интересов и целей своего
общества, класса или социальных групп, если эти цели и
интересы
стали
активной
частью
его
собственных
убеждений, либо его вынуждают действовать требования
общества, государства и коллектива» [1,91]. Стремление
студентов к постоянному приобретению новых знаний и
умений, помогающих успешно решать познавательные
задачи и приобретать практический опыт, является важным
условием
качественной
педагогической
подготовки
и
решающим фактором их профессионального роста. выступает одной из важных характеристик управления
механизмами
ускорения
познавательной
деятельности. «Человек действует либо на основе потребностей своего
организма, либо на основе интересов и целей своего
общества, класса или социальных групп, если эти цели и
интересы
стали
активной
частью
его
собственных
убеждений, либо его вынуждают действовать требования
общества, государства и коллектива» [1,91]. Стремление
студентов к постоянному приобретению новых знаний и
умений, помогающих успешно решать познавательные
задачи и приобретать практический опыт, является важным
условием
качественной
педагогической
подготовки
и
решающим фактором их профессионального роста. выступает одной из важных характеристик управления
механизмами
ускорения
познавательной
деятельности. «Человек действует либо на основе потребностей своего
организма, либо на основе интересов и целей своего
общества, класса или социальных групп, если эти цели и
интересы
стали
активной
частью
его
собственных
убеждений, либо его вынуждают действовать требования
общества, государства и коллектива» [1,91]. Стремление
студентов к постоянному приобретению новых знаний и
умений, помогающих успешно решать познавательные
задачи и приобретать практический опыт, является важным
условием
качественной
педагогической
подготовки
и
решающим фактором их профессионального роста. р ф
Литература 1. Акофф Р.,Эмери Ф. О целеустремленных системах. -
М., 1974. 1. Акофф Р.,Эмери Ф. О целеустремленных системах. -
М., 1974. 2. Афанасьев В.В., Пидкасистый П.И. Управленческая
проблема как объект педагогического исследования. - Педагогика. - №5. 2. Афанасьев В.В., Пидкасистый П.И. Управленческая
проблема как объект педагогического исследования. - Педагогика. - №5. 3. Афанасьев В.Г. Научное управление обществом:
опыт системного исследования. - М., 1973. 3. Афанасьев В.Г. Научное управление обществом:
опыт системного исследования. - М., 1973. 4. Рубинштейн С.Л. Основы общей психологии. - М.:
Учпедгиз, 1946. 4. Рубинштейн С.Л. Основы общей психологии. - М.:
Учпедгиз, 1946. 5. Жариков Е.С. О действиях составляющих постановку
научной проблемы. - Философские науки. - №1. 5. Жариков Е.С. О действиях составляющих постановку
научной проблемы. - Философские науки. - №1. О.ВЛисевич
СУЧАСНИЙ СТАН ПРОБЛЕМИ ФОРМУВАННЯ
КУЛЬТУРИ СПІЛКУВАННЯ МАЙБУТНІХ
ПЕДАГОГІВ ЗАСОБАМИ ДІАЛОГІЧНИХ
НАВЧАЛЬНИХ СИТУАЦІЙ О.ВЛисевич
СУЧАСНИЙ СТАН ПРОБЛЕМИ ФОРМУВАННЯ
КУЛЬТУРИ СПІЛКУВАННЯ МАЙБУТНІХ
ПЕДАГОГІВ ЗАСОБАМИ ДІАЛОГІЧНИХ
НАВЧАЛЬНИХ СИТУАЦІЙ В статье раскрываются разнообразные проблемы и
аспекты формирования культуры общения в диалогических
учебных ситуациях. 155 The article deals with the various problems and aspects
of communicational culture formation in dialogue training |
studying situation of professional orientation. y g
fp
f
Наприкінці
XX
-
початку XXI
ст. у
науці
посилюється
увага
до
методологічних,
теоретичних,
експериментальних проблем спілкування та ролі діалогу у
процесах спілкування та пізнання. Увага до цих проблем
спричинена зміною позицій у пізнанні світу не з традиційних
монологічних позицій, а діалогічно; з появою нових
технологій, які створюють нове середовище спілкування
(комп’ютерні комунікації) і відповідно нові можливості
розвитку навчання у діалозі. Спілкування,
культура
спілкування,
глибоко
досліджується у всьому світі, але до цього часу немає
однозначного тлумачення поняття “спілкування”, його форм
та механізмів. У зарубіжній літературі культура педагогічного
спілкування
розуміється
як
педагогічна
технологія. Наприкінці 30-х років XX ст. розробляється проблема
типології стилю поведінки вчителів. Психологи Левин та
Андерсон стверджують, що від педагогічного стилю вчителя
залежить поведінка учня. Якщо вчитель підтримує інтереси
учнів, надає їм допомогу у вирішенні проблем, то вони
стають більш активними, самостійними, а такий стиль
називається інтегративним. У 70-х роках психологи звернули увагу на те, що
лише 2%
вчителів поводять себе інтегративно, тоді як
більшість вибирає авторитарний стиль поведінки. За твердженням Леонтьева О.О., на Заході у 70-і
роки писалося сотні робіт з педагогічного спілкування, в
яких були опубліковані дослідження про суб’єктивність
спілкування вчителя [8,14,15]. Вітчизняні вчені вивчали психологію спілкування
(Страхов, Коломийський, Леонтьев, Гусєв); спілкування як
наука та мистецтво (Власов, Ільїна; фундаментальні праці
Леонтьева,
Бодальова,
Кан-Каліка,
Лутоникіна,
Рахматуліной, Курбанової). р ф
Литература 156 Але треба відзначити,
що проблема культури
педагогічного спілкування розглядалась у зарубіжній та
вітчизняній літературі у контексті спілкування вчителя
школи та учнів. Проблема спілкування у вузівській практиці
розроблена менше [2,35-38]. р
р
[
]
Комунікативну
культуру
майбутнього
вчителя
досліджували Архангельський, Кан-Калік В.А., Сластьонін
В.О., Підласий І.П.,
Кондрашова Л.В., Грехньов B.C.,
Мандрикін Т.С. та інші. р
Аналіз наукової літератури свідчить про те, що
ефективність формування культури спілкування залежить не
стільки від застосування нових засобів чи винайдення інших
підходів до цієї проблеми, скільки від перебудови існуючих. Так, ми пропонуємо формувати культуру спілкування
майбутніх
педагогів-філологів
засобами
діалогічних
навчальних ситуацій професійної спрямованості. Моделювання комунікативних ситуацій на заняттях
містить у собі значні дидактичні можливості для підвищення
професійного інтересу студентів, розвитку їх педагогічних та
комунікативних здібностей і є засобом розвитку особистості
студента [12,70]. Спробуємо розглянути
педагогічну ситуацію в
контексті навчального процесу - заняття. Вона обов’язково
повинна містити мету, завдання, етапи і зміст, характер
взаємодії викладача та студента. Залежно від етапу заняття педагогічна ситуація
може бути ситуацією ознайомлення з навчальним матеріалом
(орієнтація у ньому, осмислення), тренування (опрацювання
загальних способів дії), контролю та оцінки способів дії,
контролю і оцінки засвоєного знання способів дії. За
динамікою співробітництва можуть бути визначені ситуації
початку роботи, завершення. За характером навчальної
взаємодії
можугь
бути
ситуації
співпраці,
змагання,
конфлікту,
протистояння. За
характером
вирішення
навчальних задань ситуація розглядається як нейтральна або
проблемна [7,336-337]. 157 У
спілкуванні
виділяють
структурні
та
функціональні одиниці. Структурна одиниця спілкування
розглядається різними авторами по-різному. Вважають, що
структурною
одиницею
діяльності
спілкування
є дія
побудови висловлювання. Можна розглядати спілкування як
форму взаємодії, але практично всі схеми мають вигляд -
“той, хто говорить - той, хто слухає”. та Вперше про діалог, як умову спілкування, почав
говорити М.М.Бахтін, але історія людства знає діалог з
найдавніших часів (філософія та освіта Сходу, твори
Платона, Сократа, розмови Конфуція з учнями). Сучасні
науковці у
своїх роботах
по-різному
розуміють діалог. Г.О.Ковальов розглядає діалог як рівність
позицій учасників спілкування, які світ цінностей іншого
здатні зрозуміти і прийняти як свої. Для О.Крутія та
С.Ю.Курганова
діалог
є
засобом
інтелектуалізації
старшокласників, Т.О.Флоренська розглядає діалогічний
метод, який побудовано на безкорисливому ставленні до
іншої людини. С.Ю.Степанов та І.І.Семенов формують
поняття діалогу як особистісно-рефлексивне утворення, що
вимагає
спеціально
створених
суперечностей. В .В. Андрієвська і Г.О.Балл аналізують діалог як стратегію
педагогічної діяльності. Оскільки
діалогічність
повинна
стати
умовою
нашого життя, засобом розуміння сучасного світу, то
формування культури спілкування у майбутніх педагогів-
філологів засобами діалогічних навчальних ситуацій є
необхідною умовою становлення професійного мислення. р ф
Литература Конструювання
діалогу
в
навчальній
ситуації
передбачає такі структурні компоненти: • діалог у розвитку суб’єктної взаємодії; • зіткнення протилежних позицій; • відкритий фінал, який вимагає самостійного пошуку
відповідей. За ЛВ.Кондрашовою, діалог базується на принципах: • вибір найбільш цікавої та корисної ситуації для учасників; 158 • зв’язок ситуації з відомим матеріалом; • зв’язок ситуації з відомим матеріалом; • наявність сприятливого емоційного клімату; • колективно-консультативна роль викладача; • розподіл ролей з урахуванням інтересів та можливостей
студентів. • розподіл ролей з урахуванням інтересів та можливостей
студентів. у
Використання діалогічних навчальних ситуацій, на
нашу думку, сприятиме формуванню культури спілкування
майбутніх педагогів. Література р
ур
1. Баженова
Л. Професійне
самовдосконалення
педагога // Психолог.- 2002.- №16.- С. 13-15. 2. Батищев Г.С. За воспитание, но другодоминантное //
Вестник высшей школы.- 1989.- №11.- С. 35-38. 3. Болюбаш Я. Державна програма “Вчитель” - поступ
назустріч учителю: Освіта XXI ст // Рідна школа. -
2002.- №12.- С.3-6. 4. Бурман Л. Формування діалогічних умінь студентів
через залучення їх до активного навчального діалогу
// Педагогіка вищої та середньої школи: 36. наук,
праць.- Вип.4.- Кривий Ріг, 2002.- С. 103-110. 4. Бурман Л. Формування діалогічних умінь студентів
через залучення їх до активного навчального діалогу
// Педагогіка вищої та середньої школи: 36. наук,
праць.- Вип.4.- Кривий Ріг, 2002.- С. 103-110. 5. Гаврилюк
3. Гуманістичні
засади
процесу
формування комунікативної культури майбутніх
вчителів // Педагогіка вищої та середньої школи-
Вип.З.- Кривий Ріг, 2001.- С. 30-36. 5. Гаврилюк
3. Гуманістичні
засади
процесу
формування комунікативної культури майбутніх
вчителів // Педагогіка вищої та середньої школи-
Вип.З.- Кривий Ріг, 2001.- С. 30-36. 6. Глузман А. Да зравствует университет: Особенности
современного высшего образования за рубежом //
Гуманітарні науки.- 2003.- №12.- С. 54-60. у
р
у
7. Державна програма “Вчитель” // Освіта України.-
2002. - 2 квітня. - С. 1-8. 8. Леонтьев О.О. Педагогическое общение.- М.: Знание,
1979. 9. Щербак О. Педагог професійної школи: пошук
сучасних підходів // Освіта.- 2003,- 24-31 грудня.-
С.З. 10. Корсак К., Поживілова О. Оцінювання якості роботи
вищої школи: світової тенденції і національні
традиції // Науковий світ.- 2002.- №12. - С. 8-9. 159 11. Кузь В.Г. Учитель, школа - пріоритети XXI ст.//
Педагогіка і психологія.- 2002.** №1-2.- С. 11-19. 12. Процес обучения в высшей школе: Учебное пособие
/ Л.В. Кондрашова.- Кривой Рог: ИВИ, 2000. Г, ОЛнтрощеико
ПІДГОТОВКА МАЙБУТНЬОГО ВЧИТЕЛЯ ДО
ФОРМУВАННЯ В УЧНІВ ПОЧАТКОВИХ КЛАСІВ
КУЛЬТУРИ МІЖНАЦІОНАЛЬНОГО СПІЛКУВАННЯ В статье рассматривается проблема подготовки
будущего учителя к формированию в учеников начальных
классов культуры межнационального общения. Указаны
формы и методы, которые обеспечивают эффективное
решение данного вопроса и сопутствуют активизации
научно-воспитательного процесса в начальной школе. The preparation of the future teacher for the forming of
the culture of the international communication in the pupils of the
elementary school. This article examines the problem of the
preparation of the future teacher for the forming of the culture of
the international communication in the pupils of the elementary
school. This article denotes the forms and methods which provide
the effective decision of this problem and accompanies of the
scientific-teacher process in the elementary school. f
p
y
Державною програмою “Вчитель” [1] передбачені
теоретико-практичні
проблеми
підготовки
майбутніх
вчителів до здійснення виховного процесу на всіх ступенях
діяльності загальноосвітньої школи. Зокрема, наголошується
на необхідності розвитку цілісного педагогічного процесу,
культури взаємовідносин між педагогами та вихованцями. Програма є одним із складників втілення в життя
Національної доктрини розвитку освіти України в XXI
столітті [2]. Програма охоплює широкий комплекс завдань,
вирішення
яких
сприятиме
утвердженню
нового,
престижного суспільного статусу вчителя, інтенсифікації
його ролі в навчально-виховному процесі, формуванню нової 160
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https://oceanrep.geomar.de/id/eprint/49745/1/s12864-020-6735-5.pdf
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English
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Genomic variation among closely related Vibrio alginolyticus strains is located on mobile genetic elements
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Research Square (Research Square)
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cc-by
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Chibani et al. BMC Genomics (2020) 21:354
https://doi.org/10.1186/s12864-020-6735-5 Chibani et al. BMC Genomics (2020) 21:354
https://doi.org/10.1186/s12864-020-6735-5 Open Access Genomic variation among closely related
Vibrio alginolyticus strains is located on
mobile genetic elements Cynthia Maria Chibani1,2, Olivia Roth3, Heiko Liesegang1 and Carolin Charlotte Wendling3,4* Abstract Keywords: Pangenome, Mega-plasmids, Mobile genetic elements, Horizontal gene transfer, Genomic islands, Niche-
adaptation * Correspondence: carolin.wendling@env.ethz.ch
3GEOMAR, Helmholtz Centre for Ocean Research, Marine Evolutionary
Ecology, Duesternbrooker Weg 20, 24105 Kiel, Germany
4Department of Environmental Systems Science, ETH Zürich,
Universitätsstraße 16, 8092 Zürich, Switzerland
Full list of author information is available at the end of the article * Correspondence: carolin.wendling@env.ethz.ch
3GEOMAR, Helmholtz Centre for Ocean Research, Marine Evolutionary
Ecology, Duesternbrooker Weg 20, 24105 Kiel, Germany
4Department of Environmental Systems Science, ETH Zürich,
Universitätsstraße 16, 8092 Zürich, Switzerland
Full list of author information is available at the end of the article Abstract Background: Species of the genus Vibrio, one of the most diverse bacteria genera, have undergone niche
adaptation followed by clonal expansion. Niche adaptation and ultimately the formation of ecotypes and speciation
in this genus has been suggested to be mainly driven by horizontal gene transfer (HGT) through mobile genetic
elements (MGEs). Our knowledge about the diversity and distribution of Vibrio MGEs is heavily biased towards
human pathogens and our understanding of the distribution of core genomic signatures and accessory genes
encoded on MGEs within specific Vibrio clades is still incomplete. We used nine different strains of the marine
bacterium Vibrio alginolyticus isolated from pipefish in the Kiel-Fjord to perform a multiscale-comparative genomic
approach that allowed us to investigate [1] those genomic signatures that characterize a habitat-specific ecotype
and [2] the source of genomic variation within this ecotype. Results: We found that the nine isolates from the Kiel-Fjord have a closed-pangenome and did not differ based on
core-genomic signatures. Unique genomic regions and a unique repertoire of MGEs within the Kiel-Fjord isolates
suggest that the acquisition of gene-blocks by HGT played an important role in the evolution of this ecotype. Additionally, we found that ~ 90% of the genomic variation among the nine isolates is encoded on MGEs, which
supports ongoing theory that accessory genes are predominately located on MGEs and shared by HGT. Lastly, we
could show that these nine isolates share a unique virulence and resistance profile which clearly separates them
from all other investigated V. alginolyticus strains and suggests that these are habitat-specific genes, required for a
successful colonization of the pipefish, the niche of this ecotype. Conclusion: We conclude that all nine V. alginolyticus strains from the Kiel-Fjord belong to a unique ecotype, which
we named the Kiel-alginolyticus ecotype. The low sequence variation of the core-genome in combination with the
presence of MGE encoded relevant traits, as well as the presence of a suitable niche (here the pipefish), suggest,
that this ecotype might have evolved from a clonal expansion following HGT driven niche-adaptation. * Correspondence: carolin.wendling@env.ethz.ch
3GEOMAR, Helmholtz Centre for Ocean Research, Marine Evolutionary
Ecology, Duesternbrooker Weg 20, 24105 Kiel, Germany
4Department of Environmental Systems Science, ETH Zürich,
Universitätsstraße 16, 8092 Zürich, Switzerland
Full list of author information is available at the end of the article Background Especially multiple prophage arrays cannot
be resolved using draft genome assemblies from short-
read sequencing techniques. Due to the incomplete in-
formation concerning the genome organization stored in
draft genomes, it is not possible to study genome dy-
namics of mobile genetic elements especially of pro-
phages without long-read sequencing data [20]. Not only the size of pangenomes differs among species
but also the relationship between the proportion of
core-genes relative to the pangenome [7]. A large pan-
genome with a proportionally small core-genome and
with high rates of HGT is considered open, whereas a
small pangenome with a high proportion of core-genes
and low HGT rates is considered to be closed [8]. For a
wide range of bacteria, the pangenome size is positively
correlated with the effective population size (Ne) [7]. Species with a high Ne are likely to occupy different en-
vironmental niches where they experience a larger diver-
sity of selection pressures, which will drive selection for
increased genome diversity and ultimately lead to larger
pangenomes [8]. However, niche adaptation in species
with high Ne can also select for distinct ecotypes (i.e. ecologically and evolutionary distinct subpopulations)
and ultimately initiate a speciation process with a niche-
specific pangenome [8]. It remains debated when eco-
types are sufficiently diverged to be considered different
species [9]. p
g
g
q
g
The present study aimed to investigate how genome
organization, as well as core-genomic signatures and
accessory genes, differ within a group of closely related
environmental Vibrio isolates. To do so, we performed a
multi-scale comparative genomics approach using Vibrio
alginolyticus as a model organism. V. alginolyticus, a ubi-
quitous marine opportunistic pathogen can cause mass
mortalities in shellfish, shrimp, and fish, resulting in se-
vere economic losses worldwide [3, 21, 22]. Vibrio
pathogenicity is a complex interaction of abiotic and bi-
otic factors, including high temperatures [23, 24] low sa-
linities [25], host and bacterial genotypes [26, 27]. To
date only six closed alginolyticus genomes are available,
while 28 remain fragmented with 2 to 75 contigs (last
accessed: December 2019). A detailed comparative gen-
omic characterization of the alginolyticus species, includ-
ing plasmid content, distribution of MGEs and virulence
factors of this species is as yet missing. Here we analysed An excellent model organism to study pan-core gen-
omic signatures and niche adaptation resulting from
HGT is the genus Vibrio. Background decreases considerably. For instance, within the cholerae
clade, the pangenome is only 4.5 times larger than the
core-genome [11]. The relatively small cholerae-pangen-
ome (6923 genes) compared to the entire Vibrio-pangen-
ome, might reflect a specific set of genes, required to
occupy the cholera-specific niche. The genomic variation within a bacterial species is
reflected by accessory genes. Together with strain-
specific singletons (genes found in only one strain) and
the core-genes that are shared by all strains of a species
(such as housekeeping genes and genes required for es-
sential cellular functions) the accessory elements form
the pangenome [1]. Accessory genes are usually only
found in a subset of genomes of a species and are attrib-
uted to habitat-specific functions, such as strain-specific
virulence factors [2], antibiotic resistance [3], or niche-
adaptation [4]. As such, accessory genes are often lo-
cated on mobile genetic elements (MGEs), including
plasmids, bacteriophages, transposons, integrative or
conjugative elements (ICEs) and genomic islands (GIs)
and are shared between species via horizontal gene
transfer (HGT) [5]. Even though HGT between strains
of the same species is more frequent, some MGEs have
a broad host range enabling them to move genes across
species boundaries thereby blurring the definition of a
species [6]. py
p
Niche adaptation and ultimately speciation in this
genus has been suggested to be mainly driven by HGT
[13]. Furthermore, MGEs, in particular filamentous
phages, contribute significantly to the emergence of
pathogenic vibrios from environmental populations [6]
and the prophage repertoire of a given Vibrio species
can account for a large fraction of the variation among
strains [14, 15]. Our knowledge about the diversity and
distribution of Vibrio MGEs is heavily biased towards
human pathogens, e.g. V. cholerae and V. parahaemoly-
ticus. While recent studies started to expand our know-
ledge on Vibrio-specific MGEs to other clades, such as
V. anguillarum [16, 17], V. fischerii [18], or V. alginolyti-
cus [19], our understanding about the distribution of
core-genomic signatures and accessory genes encoded
on MGEs within specific Vibrio clades is still incomplete. This might be because most of the available genomes
are draft genomes comprising multiple contigs, whereas
only a few complete genomes of environmental vibrios
are available to date [19]. It is challenging to generate
high-quality genomes of vibrios due to repetitive gen-
omic regions such as rRNA operons present in the two
chromosomes [8–12] and arrays of multiple integrated
prophages. © The Author(s). 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License,
which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give
appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if
changes were made. The images or other third party material in this article are included in the article's Creative Commons
licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons
licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain
permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the
data made available in this article, unless otherwise stated in a credit line to the data. Chibani et al. BMC Genomics (2020) 21:354 Chibani et al. BMC Genomics (2020) 21:354 Page 2 of 14 Page 2 of 14 Genome features of Vibrio alginolyticus isolated from the
Kiel-Fjord We sequenced the genomes of nine Vibrio alginolyticus
strains, previously isolated from the gut or gills of six
different pipefish caught in the Kiel-Fjord (Germany,
54°75′57″N; 9°87′66″E) in May 2010 [28], using a com-
bination of PacBio long- and Illumina short-read tech-
nology. The assembly resulted in eight closed genome
sequences and one draft genome (strain K09K1), where
both chromosomes have been assembled into a single
contig due to multiple copies of an integrated filament-
ous phage. The replicon boundaries could not be re-
solved experimentally based on PCR thus strain K09K1
has been assigned a “permanent draft” status. All V. algi-
nolyticus genomes contain a ~ 3.47 Mbp chromosome 1
and a ~ 1.88 Mbp chromosome 2, with a %GC content
of around 44% (Table 1), which is typical for the genus
Vibrio as well as for the species V. alginolyticus [29, 32]. We found extra-chromosomal replicons including plas-
mids and filamentous phages in seven isolates (Table 1). g
y
We extrapolated both, the within-Kiel and the global
V. alginolyticus pangenome by fitting a least-squares
curve based on Heaps’ Law [1] and found that the
within-Kiel pangenome is closed (α = 1.12), whereas the
global V. alginolyticus pangenome is open (α = 0.58). This means, that within the global V. alginolyticus pan-
genome each newly sequenced V. alginolyticus isolate
will reveal a unique set of genes, irrespective of the num-
ber of strains included in the present analysis. This open
V. alginolyticus pangenome reflects the diversity in habi-
tats in which this species exists. These distinct environ-
ments probably require different adaptations and/ or
promote high levels of HGT. In contrast, a closed pan-
genome, as has been detected for the within-Kiel V. algi-
nolyticus pangenome, suggests that the number of genes
that will be obtained from any newly sequenced isolate
will converge to zero. Here, we assume, that at least the
sequenced pipefish associated V. alginolyticus strains
within the Kiel-Fjord contain the major part of the gene
equipment that is requested to adapt to their habitat. Thus the genomes can be expected to be highly similar,
potentially resulting from niche adaptation and strong
selection thereof. Strong positive selection of such adap-
tive genes might have led to a clonal expansion of the
Kiel-alginolyticus ecotype. Indeed, we found no sequence
divergence based on core-genomic signature among all
nine isolates from Kiel (Fig. Genome features of Vibrio alginolyticus isolated from the
Kiel-Fjord 2c), indicating a clonal ex-
pansion of this ecotype. It remains to be investigated,
whether free-living V. alginolyticus strains or isolates
from other eukaryotic hosts from the Kiel-Fjord share
the same gene-pool or are more divergent from the
pipefish-associated strains. Species definition and phylogenetic relationship of the
Kiel-Fjord isolates All nine strains isolated from the Kiel-Fjord share more
than 98% average nucleotide identity (ANI) with other
alginolyticus strains, suggesting that these strains belong,
as
previously
suggested
based
on
a
multi-locus-
sequencing-approach (MLSA) [23], to the species V. alginolyticus. All alginolyticus strains share ~ 92% ANI
with two other closely related Vibrio species, i.e. V. dia-
bolicus and V. antiquarius (Fig. 1), which is below the
species threshold of ANI = 95% [33, 34], indicating that
V. alginolyticus is a distinct species. Pangenome To compare the gene repertoire of the nine V. alginolyti-
cus strains from the Kiel-Fjord with the global V. algino-
lyticus gene repertoire, we calculated their pangenome
including the amount of core-and accessory genes as
well as strain-specific singletons, i.e. genes unique to sin-
gle strains [35]. The analysis included in total 73,277
protein-sequences encoded on chromosomes and MGEs,
including plasmids and extra-chromosomal phage repli-
cons. Overall, we found that the size of the pangenome
of V. alginolyticus increased stronger (from 4997 to 8843 Background These bacteria constitute one
of the most diverse bacterial genera with a large pangen-
ome comprising more than 100 species from different
clades, that occupy different ecological niches [10, 11],
where they can exist as pathogenic, opportunistic, mu-
tualistic or free-living forms [12]. The considerable large
pangenome (> 26,500 genes) of the genus Vibrio, which
is more than 50 times larger than the Vibrio specific
core-genome [11], indicates a large reservoir of genomic
diversity for this genus. In contrast, within a specific
Vibrio clade, the pangenome to core-genome ratio Chibani et al. BMC Genomics (2020) 21:354 Page 3 of 14 Page 3 of 14 gene clusters) with the sequential addition of each new
genome when we included all 15 strains from diverse
habitats (Fig. 2a). In contrast, we only observed a slight
increase in the pangenome (from 5044 to 5679 gene
clusters) when we only included the nine V. alginolyticus
isolates from the Kiel-Fjord (Fig. 2b). An increase in the
pangenome results from new strain-specific genes, found
in each newly analyzed isolate. The much larger increase
in the pangenome across all available V. alginolyticus
isolates relative to the increase in the pangenome of
Kiel-Fjord isolates suggests that the genomic diversity of
V. alginolyticus within the Kiel-Fjord is very limited. However, the species V. alginolyticus per se has a vast
reservoir of genomic diversity. core-and accessory-genomic signatures of V. alginolyti-
cus by comparing nine closely related V. alginolyticus ge-
nomes, isolated from the pipefish Syngnathus typhle in
the Kiel-Fjord [28], (later named Kiel-alginolyticus eco-
type) with less closely related V. alginolyticus isolates
(Table 1). Results and discussion Genome features of Vibrio alginolyticus isolated from the
Kiel-Fjord Core-genome and singletons g
g
We observed a stronger decrease in the core-genome
when we included all V. alginolyticus isolates as opposed
to when we performed the analysis only within the Kiel-
alginolyticus ecotype. Comparative analyses between all
15 V. alginolyticus strains and the Kiel-alginolyticus eco-
type only, revealed that the core genome (4708 gene Chibani et al. BMC Genomics (2020) 21:354 Page 4 of 14 Table 1 All V. alginolyticus strains used in the present study (* circular phage replicon)
strain
GC%
Replicon
Size [bp]
CDS
Ref
Genbank
Kiel-Fjord Vibrio alginolyticus genomes
K01M1
44.6
Chromosome 1
3,468,303
3206
This study
CP017889.1
Chromosome 2
1,883,748
1668
This study
CP017890.1
pL9064
9064
8
This study
CP028135.1
K04M1
44.31
chromosome 1
3,473,127
3213
This study
CP017891.1
chromosome 2
1,870,775
1660
This study
CP017892.1
pL19
19,690
28
This study
CP017893.1
pL280
280,614
305
This study
CP017894.1
vK04M1*
7079
11
This study
CP017895.1
K04M3
44.31
chromosome 1
3,476,174
3219
This study
CP017896.1
chromosome 2
1,903,830
1708
This study
CP017897.1
pL294
294,086
325
This study
CP017898.1
K04M5
44.31
chromosome 1
3,470,916
3211
This study
CP017899.1
chromosome 2
1,900,618
1688
This study
CP017900.1
pL294
294,721
320
This study
CP017901.1
K05K4
44.34
chromosome 1
3,473,579
3218
This study
CP017902.1
chromosome 2
1,875,554
1670
This study
CP017903.1
pL289
289,065
315
This study
CP017904.1
vK05K4_1*
21,012
34
This study
CP017905.1
vK05K4_2*
13,327
23
This study
CP017906.1
K06K5
44.31
Chromosome 1
3,471,297
3213
This study
CP017907.1
Chromosome 2
1,879,729
1662
This study
CP017908.1
pL29
29,688
20
This study
CP017909.1
pL291
291,285
322
This study
CP017910.1
K08M3
44.32
Chromosome 1
3,468,139
3214
This study
CP017913.1
Chromosome 2
1,886,577
1675
This study
CP017914.1
pL300
300,425
331
This study
CP017915.1
K09K1
44.61
Chromosome 1
1,897,210
3209
This study
CP017918.1
Chromosome 2
3,465,619
1704
This study
CP017919.1
K10K4
44.6
Chromosome 1
3,494,647
3231
This study
CP017911.1
Chromosome 2
1,894,531
1682
This study
CP017912.1
all other closed V. alginolyticus genomes
ATCC 33787
44.48
Chromosome 1
3,362,673
3190
Wang et al. 2016 [29]
CP013484.1
Chromosome 2
1,851,538
1674
Wang et al. 2016 [29]
CP013485.1
pMBL128
128,112
144
Wang et al. 2016 [29]
CP013486.1
pMBL287
286,750
301
Wang et al. 2016 [29]
CP013487.1
pMBL96
95,866
109
Wang et al. 2016 [29]
CP013488.1
ZJ-T
44.67
Chromosome 1
3,535,128
3301
Deng et al. 2016 [30]
CP016224.1
Chromosome 2
1,870,966
1657
Deng et al. 2016 [30]
CP016225.1
ATCC 17749
44.7
Chromosome 1
3,334,467
3128
Liu et al. Core-genome and singletons 2015 [31]
CP006718.1
Chromosome 2
1,812,170
1640
Liu et al. 2015 [31]
CP006719.1
FDAARGOS_108
44.15
Chromosome 1
3,418,310
3047
Hoffmann, M (unpublished)
CP014053
Chromosome 2
1,810,594
1587
Hoffmann, M (unpublished)
CP014054.1
unnamed plasmid
217,123
231
Hoffmann, M (unpublished)
CP014052
FDAARGOS_110
44.57
Chromosome 1
3,434,696
3156
Hoffmann, M (unpublished)
CP014040.1
Chromosome 2
1,833,981
1622
Hoffmann, M (unpublished)
CP014041.1
FDAARGOS_114
44.68
Chromosome 1
3,372,141
3054
Hoffmann, M (unpublished)
CP014045.1
Chromosome 2
1,806,127
1593
Hoffmann, M (unpublished)
CP014044.1 Chibani et al. BMC Genomics (2020) 21:354 Page 5 of 14 Chibani et al. BMC Genomics Fig. 1 Average nucleotide identity (ANI) percentage analysis of closed Vibrio genomes. ANI analysis based on MUMmer alignment of the genome
sequences was performed and visualized using PYANI. ANI-values ranging from 0 to 70% no hits, 70–95% ANI colored in blue and higher than
95% ANI in red) All true V. alginolyticus (including the nine strains from the present study) can be separated from V. diabolicus and V. antiquaries
(small red square, bottom left) Fig. 1 Average nucleotide identity (ANI) percentage analysis of closed Vibrio genomes. ANI analysis based on MUMmer alignment of the genome
sequences was performed and visualized using PYANI. ANI-values ranging from 0 to 70% no hits, 70–95% ANI colored in blue and higher than
95% ANI in red) All true V. alginolyticus (including the nine strains from the present study) can be separated from V. diabolicus and V. antiquaries
(small red square, bottom left) Fig. 1 Average nucleotide identity (ANI) percentage analysis of closed Vibrio genomes. ANI analysis based on MUMmer alignment of the genome
sequences was performed and visualized using PYANI. ANI-values ranging from 0 to 70% no hits, 70–95% ANI colored in blue and higher than
95% ANI in red) All true V. alginolyticus (including the nine strains from the present study) can be separated from V. diabolicus and V. antiquaries
(small red square, bottom left) Fig. 1 Average nucleotide identity (ANI) percentage analysis of closed Vibrio genomes. ANI analysis based on MUMmer alignment of the genome
sequences was performed and visualized using PYANI. ANI-values ranging from 0 to 70% no hits, 70–95% ANI colored in blue and higher than
95% ANI in red) All true V. alginolyticus (including the nine strains from the present study) can be separated from V. diabolicus and V. Core-genome and singletons antiquaries
(small red square, bottom left) In contrast, despite all being members of the same spe-
cies, the global accessory gene-pool is highly variable
(56% of the pangenome) and the V. alginolyticus core-
genome constitutes only 44% of the pangenome. clusters) is four times larger than the accessory genome
(971 gene clusters) when we only included the nine Kiel
strains. However, when we extended the analysis and in-
cluded all 15 V. alginolyticus, we found that the core
genome (3876 gene clusters) becomes smaller than the
accessory gene pool (4967 gene clusters). In other words,
within the Kiel-Fjord, different V. alginolyticus isolates
have a large core-genome (83% of the pangenome) with
a limited accessory gene pool (17% of the pangenome). Habitat specific chromosomal regions The curve shows mean values of multiple iterations (> 100) where genomes were
randomly added and the pan- and core-genome was calculated successively for all 15 steps (left: All 15 V. alginolyticus strains) and nine steps
(right: Kiel-Fjord V. alginolyticus only). b Gene presence (dark blue) -absence (light blue) matrix showing the distribution of core and accessory
genes for each of the 15 V. alginolyticus genomes. Each row corresponds to one strain, each column represents an orthologous gene family. Numbers on the right (#C) correspond to number of gene clusters per genome. The red square indicates the core-region specific for the Kiel
isolates, the six mega-plasmids are indicated by white pL letters. c Bayesian phylogenetic tree of all 15 isolates based on the
core-genome alignment K05K4, but present in some non-Kiel strains, such as
ATCC17749 and FDAARGOS_114, suggesting that GR
5 is not unique for the Kiel isolates. Similarly, GR 15,
which corresponds to a multiphage-cassette consisting
of multiple repeats of a combination of the two filament-
ous phages Vibrio phage VALGΦ6 and Vibrio phage
VALGΦ8 [19], is absent in most Kiel strains, except
K04M3 and K04M5 but in parts present in ATCC17749
and thus not unique for the Kiel system. Of the
remaining 14 GRs, which do not correspond to inte-
grated phages, we could identify four genomic islands:
GR 2, GR 6, GR 7 and GR 8 (> 10 kb, presence of inte-
grase/ transposase, different GC content). According to
functional COG categories, these islands contain a var-
iety of proteins, most of them involved in replication, re-
combination, and repair [L] and transcription [K] (see
Table S3 for functional annotation of all GRs). The high
prevalence of those maintenance genes is however not
surprising and might result from an identification bias,
as they are usually better annotated for MGEs than
accessory genes, which would provide a selective advan-
tage to the host. As such, many proteins were classified
as phage integrases, transposases or other proteins, K05K4, but present in some non-Kiel strains, such as
ATCC17749 and FDAARGOS_114, suggesting that GR
5 is not unique for the Kiel isolates. Habitat specific chromosomal regions Similarly, GR 15,
which corresponds to a multiphage-cassette consisting
of multiple repeats of a combination of the two filament-
ous phages Vibrio phage VALGΦ6 and Vibrio phage
VALGΦ8 [19], is absent in most Kiel strains, except
K04M3 and K04M5 but in parts present in ATCC17749
and thus not unique for the Kiel system. Of the
remaining 14 GRs, which do not correspond to inte-
grated phages, we could identify four genomic islands:
GR 2, GR 6, GR 7 and GR 8 (> 10 kb, presence of inte-
grase/ transposase, different GC content). According to
functional COG categories, these islands contain a var-
iety of proteins, most of them involved in replication, re-
combination, and repair [L] and transcription [K] (see
Table S3 for functional annotation of all GRs). The high
prevalence of those maintenance genes is however not
surprising and might result from an identification bias,
as they are usually better annotated for MGEs than
accessory genes, which would provide a selective advan-
tage to the host. As such, many proteins were classified
as phage integrases, transposases or other proteins, mechanism seems to be particularly important for bac-
terial adaptation to new ecological niches but also for
how bacteria diverge from each other, forming ecotypes
and ultimately new species [37]. Genomic islands, which
encode specific functions allowing for niche adaptation
and maybe even speciation events are common within
the genus Vibrio [38]. For the Kiel-alginolyticus ecotype,
we could identify 19 chromosomal genomic regions
(GRs) of which most are unique to the strains isolated
from the Kiel-Fjord (Fig. 3, Table S2). Overall, these 19
GRs encode a total of 487 genes out of which 305 have
only been found within the Kiel-alginolyticus ecotype. Out of these 19 GRs five could be assigned to integrated
prophages. GR 13 and GR 14 correspond to Vibrio
phage VALGΦ2/2b and Vibrio phage VALGΦ6, which
are unique for the isolates from the Kiel-Fjord and have
not been found elsewhere [19]. GR 3 corresponds to
Vibrio phage VALGΦ1, which has so far only been de-
tected in V. alginolyticus ATCC33787, with a relatively
low query cover of 57%, thus making it a unique region
for Kiel. Habitat specific chromosomal regions The acquisition of entire gene-blocks (genomic islands,
plasmids, prophages) by HGT can rapidly alter the life-
style of a bacterium in quantum leaps [36]. This Chibani et al. BMC Genomics (2020) 21:354 Page 6 of 14 Fig. 2 Pan-core-genome analysis of 15 closed Vibrio alginolyticus strains. a Number of gene clusters for pan (dashed line) and core genome (solid
line) resulting from the sequential addition of genomes. The curve shows mean values of multiple iterations (> 100) where genomes were
randomly added and the pan- and core-genome was calculated successively for all 15 steps (left: All 15 V. alginolyticus strains) and nine steps
(right: Kiel-Fjord V. alginolyticus only). b Gene presence (dark blue) -absence (light blue) matrix showing the distribution of core and accessory
genes for each of the 15 V. alginolyticus genomes. Each row corresponds to one strain, each column represents an orthologous gene family. Numbers on the right (#C) correspond to number of gene clusters per genome. The red square indicates the core-region specific for the Kiel
isolates, the six mega-plasmids are indicated by white pL letters. c Bayesian phylogenetic tree of all 15 isolates based on the
core-genome alignment Fig. 2 Pan-core-genome analysis of 15 closed Vibrio alginolyticus strains. a Number of gene clusters for pan (dashed line) and core genome (solid
line) resulting from the sequential addition of genomes. The curve shows mean values of multiple iterations (> 100) where genomes were
randomly added and the pan- and core-genome was calculated successively for all 15 steps (left: All 15 V. alginolyticus strains) and nine steps
(right: Kiel-Fjord V. alginolyticus only). b Gene presence (dark blue) -absence (light blue) matrix showing the distribution of core and accessory
genes for each of the 15 V. alginolyticus genomes. Each row corresponds to one strain, each column represents an orthologous gene family. Numbers on the right (#C) correspond to number of gene clusters per genome. The red square indicates the core-region specific for the Kiel
isolates, the six mega-plasmids are indicated by white pL letters. c Bayesian phylogenetic tree of all 15 isolates based on the
core-genome alignment Fig. 2 Pan-core-genome analysis of 15 closed Vibrio alginolyticus strains. a Number of gene clusters for pan (dashed line) and core genome (solid
line) resulting from the sequential addition of genomes. Habitat specific chromosomal regions Genomic Regions (GRs) unique for Kiel isolates, which have additionally been predicted using IslandViewer are
annotated on the outside involved with viral integration into host DNA or DNA
repair, suggesting that HGT might have played an im-
portant role during the acquisition of these GIs. GR 6
encodes the multi-drug transporter subunit MdtN and
two other loci which were assigned to COG category [V]
and predicted to be involved in defense mechanisms. This suggests that GR 6 might play a role in resistance. None of the other genomic islands could be identified as
pathogenicity−/ metabolic- or resistance island. All other
GRs were either smaller than 10 kb or did not contain
integrases or transposases and are thus referred to as
genomic regions instead of genomic island. Out of these
GRs, GR 16 encoded three proteins associated with the
type VI secretion system and GR 18 encoded a beta-
lactamase protein suggesting an adaptive role in viru-
lence and resistance, respectively. The acquisition of
these unique GRs might have allowed the Kiel-alginolyti-
cus ecotype to invade a new niche, which was then
followed by clonal expansion of this ecotype. Clonal ex-
pansion has been observed for several pathogens, in par-
ticular within the genus Vibrio. The best characterized
example of clonal expansion upon acquisition of viru-
lence genes is V. cholerae. But also other Vibrio patho-
gens, for instance V. parahaemolyticus have been shown
to experience similar evolutionary dynamics (for a re-
view see [39]). Genomic differences within Kiel-alginolyticus ecotype
To investigate genomic differences between the nine
strains from the Kiel-Fjord, we focused on all those
gene-clusters from the Roary analysis, which could only
be found within the Kiel-alginolyticus ecotype but were
absent in all non-Kiel isolates. We found that all Kiel-
specific core-genes (n = 412) were located exclusively on
one of the two chromosomes (Fig. 4). In contrast, the
majority of the Kiel-specific accessory gene clusters
(89%) were encoded on mobile genetic elements, in par-
ticular plasmids. These results support ongoing theory
that accessory genes are predominately located on MGEs
and shared by horizontal gene transfer (HGT) [5]. We
found 490 gene clusters with no orthologous in any
other Kiel strain, i.e. singletons out of which 40% were
located on MGEs, in particular, extrachromosomal repli-
cating elements (170 on plasmids and 27 on extrachro-
mosomal phages) and 60% (n = 293) were chromosomal
(Fig. 4). Habitat specific chromosomal regions In contrast GR 5, which corresponds to the fila-
mentous phage Vibrio phage VALGΦ8 on chromosome
1, is absent in most Kiel strains, except K10K4 and mechanism seems to be particularly important for bac-
terial adaptation to new ecological niches but also for
how bacteria diverge from each other, forming ecotypes
and ultimately new species [37]. Genomic islands, which
encode specific functions allowing for niche adaptation
and maybe even speciation events are common within
the genus Vibrio [38]. For the Kiel-alginolyticus ecotype,
we could identify 19 chromosomal genomic regions
(GRs) of which most are unique to the strains isolated
from the Kiel-Fjord (Fig. 3, Table S2). Overall, these 19
GRs encode a total of 487 genes out of which 305 have
only been found within the Kiel-alginolyticus ecotype. Out of these 19 GRs five could be assigned to integrated
prophages. GR 13 and GR 14 correspond to Vibrio
phage VALGΦ2/2b and Vibrio phage VALGΦ6, which
are unique for the isolates from the Kiel-Fjord and have
not been found elsewhere [19]. GR 3 corresponds to
Vibrio phage VALGΦ1, which has so far only been de-
tected in V. alginolyticus ATCC33787, with a relatively
low query cover of 57%, thus making it a unique region
for Kiel. In contrast GR 5, which corresponds to the fila-
mentous phage Vibrio phage VALGΦ8 on chromosome
1, is absent in most Kiel strains, except K10K4 and Page 7 of 14 Chibani et al. BMC Genomics (2020) 21:354 Fig. 3 Comparison of all nine Kiel isolates and six other fully closed V. alginolyticus isolates. Blast matches between all strains are shown as
concentric colored rings on a sliding scale according to percentage identity (100 and 70%). For chromosome 1 (left) we used K10K4 as a
reference (inner black circle), as this strain has more integrated prophages than the other Kiel isolates. The second ring (yellow) corresponds to
strain K05K4 which has the same integrated prophages as K10K4, the third ring (orange) corresponds to all other strains from Kiel, which miss GR
5, i.e. Vibrio phage VALGΦ8. For the same reasons, we used strain K04M3 as a reference for chromosome 2. Here, the second ring (yellow)
corresponds to strain K04M5, which has a similar prophage composition than K04M3 while the third ring (orange) corresponds to all other Kiel
strains, which miss the multiphage-cassette consisting of repeats of both filamentous Vibrio phages VALGΦ6 and Vibrio phage VALGΦ8. Habitat specific chromosomal regions GC
content is shown in black. Genomic Regions (GRs) unique for Kiel isolates, which have additionally been predicted using IslandViewer are
annotated on the outside Fig. 3 Comparison of all nine Kiel isolates and six other fully closed V. alginolyticus isolates. Blast matches between all strains are shown as
concentric colored rings on a sliding scale according to percentage identity (100 and 70%). For chromosome 1 (left) we used K10K4 as a
reference (inner black circle), as this strain has more integrated prophages than the other Kiel isolates. The second ring (yellow) corresponds to
strain K05K4 which has the same integrated prophages as K10K4, the third ring (orange) corresponds to all other strains from Kiel, which miss GR
5, i.e. Vibrio phage VALGΦ8. For the same reasons, we used strain K04M3 as a reference for chromosome 2. Here, the second ring (yellow)
corresponds to strain K04M5, which has a similar prophage composition than K04M3 while the third ring (orange) corresponds to all other Kiel
strains, which miss the multiphage-cassette consisting of repeats of both filamentous Vibrio phages VALGΦ6 and Vibrio phage VALGΦ8. GC
content is shown in black. Genomic Regions (GRs) unique for Kiel isolates, which have additionally been predicted using IslandViewer are
annotated on the outside Fig. 3 Comparison of all nine Kiel isolates and six other fully closed V. alginolyticus isolates. Blast matches between all strains are shown as
concentric colored rings on a sliding scale according to percentage identity (100 and 70%). For chromosome 1 (left) we used K10K4 as a
reference (inner black circle), as this strain has more integrated prophages than the other Kiel isolates. The second ring (yellow) corresponds to
strain K05K4 which has the same integrated prophages as K10K4, the third ring (orange) corresponds to all other strains from Kiel, which miss GR
5, i.e. Vibrio phage VALGΦ8. For the same reasons, we used strain K04M3 as a reference for chromosome 2. Here, the second ring (yellow)
corresponds to strain K04M5, which has a similar prophage composition than K04M3 while the third ring (orange) corresponds to all other Kiel
strains, which miss the multiphage-cassette consisting of repeats of both filamentous Vibrio phages VALGΦ6 and Vibrio phage VALGΦ8. GC
content is shown in black. Habitat specific chromosomal regions Left: Kiel-specific core genes (shared by all nine isolates), middle: Kiel-specific
accessory genes (shared by two or more isolates, but not by all), and right: Kiel-specific singletons (unique for one isolate) distributed across
replicons (CR1: chromosome 1, CR2: chromosome 2, Phages: extrachromosomal phages, Plasmids) and assigned to Clusters of Orthologous
Groups of Proteins (COGs): black: information storage and processing; orange: cellular processes and signaling; blue: metabolism; green: poorly
characterized; white: not assignable strains with a size of 0.9 to 2.9 kbp (Table 1). The fourth
plasmid type was characterized as a mega-plasmid
(Fig. 5a), which ranged between 280 and 300 kbp in size,
and was present in six out of the nine strains (Fig. 5b). The six mega-plasmids share 296 core-genes, encode
129 accessory genes and between 5 and 26 singletons
per plasmid (Fig. 5b). Together with the three small
plasmids, plasmid-encoded singletons make up 34.5% of
all 486 Kiel-specific singletons. The majority of the
plasmid-specific singletons comprise hypothetical pro-
teins. The remaining singletons include AAA proteins
(K04M1_pL280), PFAM phosphoadenosine phosphosul-
fate reductase and ATPases (K04M5_pL294), spore ger-
mination and type IV secretion system (K5K4_pL289),
endonuclease and site-specific methyl-transferase, poten-
tially forming a restriction-modification system (K06K5_
pL291), and DNA polymerase (K08M3_pL300). V. algi-
nolyticus ATCC 33787 contains as well three plasmids
including plasmid pMBL287, which is similar in size as
the Kiel mega plasmids [29]. However, a comparison of
ATCC 33787 plasmids revealed no sequence similarity
to any of the plasmids from the Kiel strains. majority of the singletons (37%) was predicted to be ded-
icated to cellular processes/ signaling, while relatively
small proportions of gene clusters (10 and 16%) belong
to information storage/ processing and metabolism. In
contrast, the largest proportion of gene-clusters encoded
on core-genes was predicted to belong to information
storage/ processing (24%), and only 16 and 13% of gene-
clusters encoded on core genes belong to cellular pro-
cesses/ signaling and metabolism. Among the gene-
clusters encoded on the accessory genome 22% could be
assigned to information storage/ processing as well as to
cellular processes/ signaling and only 6% to the metabol-
ism (Fig. 4). Within the accessory genome most of the
genes are involved in replication, recombination, and re-
pair (COG [L], Table S4). Habitat specific chromosomal regions All Kiel-specific alginolyticus gene clusters were
further assigned to putative functional categories using
the Clusters of Orthologous Groups of Proteins (COG)
database [40] (Table S4). Even though a large fraction of
the gene clusters could either not be assigned to a COG
or was poorly characterized, we found differences in the
relative distribution of super-functional COGs between
core-
and
accessory
genomes
and
singletons:
The involved with viral integration into host DNA or DNA
repair, suggesting that HGT might have played an im-
portant role during the acquisition of these GIs. GR 6
encodes the multi-drug transporter subunit MdtN and
two other loci which were assigned to COG category [V]
and predicted to be involved in defense mechanisms. This suggests that GR 6 might play a role in resistance. None of the other genomic islands could be identified as
pathogenicity−/ metabolic- or resistance island. All other
GRs were either smaller than 10 kb or did not contain
integrases or transposases and are thus referred to as
genomic regions instead of genomic island. Out of these
GRs, GR 16 encoded three proteins associated with the
type VI secretion system and GR 18 encoded a beta-
lactamase protein suggesting an adaptive role in viru-
lence and resistance, respectively. The acquisition of
these unique GRs might have allowed the Kiel-alginolyti-
cus ecotype to invade a new niche, which was then
followed by clonal expansion of this ecotype. Clonal ex-
pansion has been observed for several pathogens, in par-
ticular within the genus Vibrio. The best characterized
example of clonal expansion upon acquisition of viru-
lence genes is V. cholerae. But also other Vibrio patho-
gens, for instance V. parahaemolyticus have been shown
to experience similar evolutionary dynamics (for a re-
view see [39]). Chibani et al. BMC Genomics (2020) 21:354 Page 8 of 14 Fig. 4 Genomic variation among all nine Kiel V. alginolyticus strains. Left: Kiel-specific core genes (shared by all nine isolates), middle: Kiel-specific
accessory genes (shared by two or more isolates, but not by all), and right: Kiel-specific singletons (unique for one isolate) distributed across
replicons (CR1: chromosome 1, CR2: chromosome 2, Phages: extrachromosomal phages, Plasmids) and assigned to Clusters of Orthologous
Groups of Proteins (COGs): black: information storage and processing; orange: cellular processes and signaling; blue: metabolism; green: poorly
characterized; white: not assignable Fig. 4 Genomic variation among all nine Kiel V. alginolyticus strains. Habitat specific chromosomal regions These include mainly proteins
involved in HGT, such as transposases, integrases, trans-
ferases, recombinases as well as proteins involved in im-
munity, such as CRISPR associated helicase Cas3 and
restriction modification methylases. This extensive rep-
resentation
of
proteins
involved
in
HGT
on
the
accessory genome suggests that HGT was potentially
one of the driving evolutionary mechanisms underlying
the diversification of the nine V. alginolyticus strains
from the Kiel-Fjord. Only 6.5% of the 870 Kiel-specific accessory genes and
singletons are located on extrachromosomal phages. The
within-Kiel variation caused by these phages can be ex-
plained by the absence of extrachromosomal replicons
of Vibrio phage VALGΦ8 in all but two strains (K04M1
and K05K4). However, four strains (K04M3, K04M5,
K05K4, and K10K4) had an intra-chromosomal version The majority of the accessory gene-pool within the
Kiel-alginolyticus ecotype is located on plasmids (Fig. 4). We could identify four different plasmids from all nine
Kiel V. alginolyticus isolates. Three plasmid types iso-
lated from the Kiel strains were unique for specific Chibani et al. BMC Genomics (2020) 21:354 Page 9 of 14 Fig. 5 Comparative analysis of the Kiel alginolyticus mega plasmid. a Plasmid map. ORFs are color-coded according to COG functional categories:
Purple: S, yellow: D, pink: EH, pink: K, blue: L, black: NA, magenta: NU, red: O, light-blue: S, green: T, orange: U, sky-blue: V, grey: hypothetical
proteins. b Gene presence (dark blue) -absence (light blue) matrix showing the distribution of core and accessory genes for each of the six mega-
plasmids. Each row corresponds to one strain, each column represents an orthologous gene family. The red square represents the core genome
of the mega-plasmids (296 genes) as opposed to the number of accessory genes of the mega-plasmids (129 genes). Numbers on the right
correspond to (#S) number of singletons per plasmid and (#C) number of gene clusters per plasmid Fig. 5 Comparative analysis of the Kiel alginolyticus mega plasmid. a Plasmid map. ORFs are color-coded according to COG functional categories:
Purple: S, yellow: D, pink: EH, pink: K, blue: L, black: NA, magenta: NU, red: O, light-blue: S, green: T, orange: U, sky-blue: V, grey: hypothetical
proteins. b Gene presence (dark blue) -absence (light blue) matrix showing the distribution of core and accessory genes for each of the six mega-
plasmids. Each row corresponds to one strain, each column represents an orthologous gene family. Habitat specific chromosomal regions The red square represents the core genome
of the mega-plasmids (296 genes) as opposed to the number of accessory genes of the mega-plasmids (129 genes). Numbers on the right
correspond to (#S) number of singletons per plasmid and (#C) number of gene clusters per plasmid (~ 165 virulence genes) and V. parahaemolyticus (162
virulence genes), but similar to what has been found in
other V. alginolyticus strains, except (strain FDAARGOS_
114: 165 virulence genes). Unique for the Kiel-Fjord iso-
lates is the absence of genes involved in Vibriobactin bio-
synthesis, which are present in almost all other V. alginolyticus strains. Similarly, In contrast to other V. algi-
nolyticus isolates, the strains from the Kiel-Fjord miss the
gene flaC, which is involved in the regulation of stringent-
response-induced toxin production [41] and vscP, a gene
involved in the type III secretion system. In contrast to
other V. alginolyticus strains, the Kiel-alginolyticus eco-
type encodes the type IV secretion system effectors, the
phytotoxin coronatine and the thermolabile hemolysin
(tlh), both toxins, which could not be found in any other
V. alginolyticus strain. This unique virulence profile of the
Kiel-Fjord isolates separates them from other Vibrio spe-
cies including other V. alginolyticus isolates abut also an-
other strain from the Kiel-Fjord: V. typhli, K08M4
(Chibani C, Hertel R, Goehlich H, Mertens V, Bunk B,
Overmann J, et al. Complete Genome Sequence of Vibrio
typhli K08M4, a fish pathogen isolated from the Kiel
Fjord. in preparation) (Fig. 6). This clear separation was
further supported by a hierarchical cluster analysis (Fig. 6),
which indicates, that only based on the presence/absence
of virulence genes the Kiel-alginolyticus ecotype can be
distinguished from all other V. alginolyticus strains, se-
quenced to date. The unique resistance and virulence pro-
file within the Kiel-Fjord V. alginolyticus isolates might be
a further indication for niche-adaptation followed by
clonal expansion of this ecotype. of this phage, while strains K01M1, K06K5 and K08M3
did neither contain an intra- nor an extrachromosomal
version of Vibrio phage VALGΦ8 (for a detailed analysis
of Kiel vibriophages see [19]). Parts of Vibrio phage
VALGΦ8 could be identified on both chromosomes of
ATCC 17749T, and on chromosome 1 of FDAARGOS_
114 but not on any other non-Kiel Vibrio. Genome ana-
lyses of Vibrio phage VALGΦ8 revealed no significant
virulence-associated genes nor any other genes that could
be associated with a habitat-specific adaptation [19]. Virulence and resistance of the Kiel-Fjord V. alginolyticus
isolates We found an identical virulence and resistance profile
among the nine V. alginolyticus isolates from the Kiel-
Fjord. The Kiel-Fjord isolates encode a total number of 17
homologues resistance genes out of which the majority
(n = 13) is located on chromosome 1 and four resistance
genes are encoded on chromosome 2 (Fig. 6, Table S5). In
comparison with other V. alginolyticus strains (~ 25–130
resistance genes on Chromosome 1 and 11–12 resistance
genes on Chromosome 2), isolates from the Kiel-Fjord have
significantly less resistance genes (t-test: t8.85 = 3.51, p =
0.007; Fig. 6) and are missing in particular genes conferring
resistance to tetracycline, aminoglycosides, and quinolones. In contrast to non-pathogenic strains, such as V. fischerii, which is a mutualist containing 112 virulence
genes, the Kiel-Fjord isolates encode more virulence genes
(150 virulence genes, exception strain K05K4, 149 viru-
lence genes). This number is lower than what has been
found for human pathogenic vibrios, such as V. cholerae We found an identical virulence and resistance profile
among the nine V. alginolyticus isolates from the Kiel-
Fjord. The Kiel-Fjord isolates encode a total number of 17
homologues resistance genes out of which the majority
(n = 13) is located on chromosome 1 and four resistance
genes are encoded on chromosome 2 (Fig. 6, Table S5). In
comparison with other V. alginolyticus strains (~ 25–130
resistance genes on Chromosome 1 and 11–12 resistance
genes on Chromosome 2), isolates from the Kiel-Fjord have
significantly less resistance genes (t-test: t8.85 = 3.51, p =
0.007; Fig. 6) and are missing in particular genes conferring
resistance to tetracycline, aminoglycosides, and quinolones. In contrast to non-pathogenic strains, such as V. fischerii, which is a mutualist containing 112 virulence
genes, the Kiel-Fjord isolates encode more virulence genes
(150 virulence genes, exception strain K05K4, 149 viru-
lence genes). This number is lower than what has been
found for human pathogenic vibrios, such as V. cholerae Page 10 of 14 Chibani et al. BMC Genomics (2020) 21:354 Fig. 6 Resistance and virulence genes. Resistance genes are shown for (a) chromosome 1 and (b) chromosome 2. (c) Virulence genes, presented
as a presence (black) / absence (grey) matrix, are grouped into 10 different virulence classes (left). Those virulence genes, which contribute to the
unique profile of the Kiel-alginolyticus ecotype are labeled on the right and if present, marked in turquoise. Virulence and resistance of the Kiel-Fjord V. alginolyticus
isolates Hierarchical cluster analysis of the 22
strains (bottom), which were incorporated into this analysis shows that the Kiel-alginolyticus ecotype can be separated from all other V. alginolyticus strains solely based on presence/ absence of specific virulence genes n for (a) chromosome 1 and (b) chromosome 2. (c) Virulence genes, presented
different virulence classes (left). Those virulence genes, which contribute to the
right and if present, marked in turquoise. Hierarchical cluster analysis of the 22
that the Kiel-alginolyticus ecotype can be separated from all other V. virulence genes Fig. 6 Resistance and virulence genes. Resistance genes are shown for (a) chromosome 1 and (b) chromosome 2. (c) Virulence genes, presented
as a presence (black) / absence (grey) matrix, are grouped into 10 different virulence classes (left). Those virulence genes, which contribute to the
unique profile of the Kiel-alginolyticus ecotype are labeled on the right and if present, marked in turquoise. Hierarchical cluster analysis of the 22
strains (bottom), which were incorporated into this analysis shows that the Kiel-alginolyticus ecotype can be separated from all other V. alginolyticus strains solely based on presence/ absence of specific virulence genes Conclusions Third, niche adaptation and ultimately speciation in the
genus Vibrio have been suggested to be mainly driven by
HGT [13]. Likewise, unique GRs and a unique repertoire
of MGEs within the Kiel-Fjord isolates (including unique
plasmids and prophages) support ongoing theory that the
acquisition of gene-blocks by HGT, one of the most im-
portant mechanisms driving the evolution of niche adap-
tation and clonal expansion also played an important role
in the evolution of the Kiel-alginolyticus ecotype. Lastly,
the unique virulence and resistance profile which clearly
separates the Kiel-Fjord isolates from all other investigated
V. alginolyticus strains, suggests, that these are essential By using a multi-scale comparative genomic approach, we
conclude that the nine V. alginolyticus strains isolated
from pipefish in the Kiel-Fjord belong to a unique ecotype,
which evolved from a clonal expansion following niche
adaptation. We came to this conclusion based on the fol-
lowing observations. First, the nine strains from the Kiel-
Fjord have a closed-pangenome reflecting low genomic di-
versity within its niche. Second, even though these strains
have been isolated from different eukaryotic host species,
they did not differ based on core-genomic signatures
which has been previously suggested based on MLSA [23]. Chibani et al. BMC Genomics (2020) 21:354 Page 11 of 14 Chibani et al. BMC Genomics (2020) 21:354 Chromosome 2) using the ANIm mode from the PyANI
python module [42] based on MUMmer (https://github. com/widdowquinn/pyani). Briefly, nucleotide sequences
were extracted from each GenBank file using Biopython
(https://biopython.org/) and subsequently used as input
for PyANI for genome sequence alignment. Chromosome 2) using the ANIm mode from the PyANI
python module [42] based on MUMmer (https://github. com/widdowquinn/pyani). Briefly, nucleotide sequences
were extracted from each GenBank file using Biopython
(https://biopython.org/) and subsequently used as input
for PyANI for genome sequence alignment. genes, required for a successful colonization of the pipe-
fish, the niche of the Kiel-alginolyticus ecotype. To ultim-
ately verify this theory, colonization experiments with
knock-out mutants lacking the Kiel-specific virulence
genes, or alternatively non virulent Vibrio strains equipped
with the Kiel-specific virulence genes, would be required. We are aware that our conclusion is limited by the
low number of non-Kiel V. alginolyticus strains available
included in the comparative genomic analyses. We could
have included draft genomes, to increase the number of
sequences available for comparison. Phylogenetic analysis To further infer the phylogenetic relationship among all
V. alginolyticus isolates we generated a phylogenetic tree
based on the core-genome alignment for all 15 strains
obtained from the Roary analysis (length for all strains
~ 3.84 Mbp, which corresponds to approximately 72% of
the average size of the input genomes). To do so, we
used the Bayesian Markov chain Monte Carlo (MCMC)
method as implemented in MrBayes version 3.2.5 [47,
48]. The TN93 [49] model plus invariant sites (TN93 +
I), as suggested by the Akaike information criterion
(AIC) given by jModelTest [50], was used as a statistical
model for nucleotide substitution. The MCMC process
was repeated for 106 generations and sampled every
5000 generations. The first 2000 trees were deleted as Pan-Core genome prediction Pan Core genome prediction
To determine the total gene-pool of V. alginolyticus
within the Kiel-Fjord as well as the global gene reper-
toire of V. alginolyticus, we performed two pan-core
genome analyses. In the first analysis, we only included
the nine strains from the Kiel-Fjord. In the second ana-
lysis, we included all fully closed V. alginolyticus ge-
nomes available from NCBI (accession date 10.10. 2019)
which were isolated from various regions (Table 1), in
addition to the nine Kiel strains. Genbank files of all
closed V. alginolyticus isolates were converted to GFF3
files and a nucleotide alignment was generated using
Roary
3.8.0
[43]
with
standard
settings
(minimum
BLASTP identity of 90% with paralogue splitting). We
used concatenated files for each isolate including both
chromosomes and if existing, mobile genetic elements
(plasmids and episomal phages). To estimate whether
we have an open or a closed pangenome we used Heaps’
Law: η = κ ∗N−α [1], implemented in the R package
‘micropan’ [44], where η is the expected number of
genes for a given number of Genomes (N), and κ and α
are constants to fit the specific curve. The exponent α is
an indicator whether the pangenome is open (α < 1) or
closed (α > 1). Lastly, a functional characterization of all
protein-coding
sequences
was
performed
using
the
eggnog-mapper v2 database v5.0 [45, 46]. We subse-
quently
determined
the
COG
category
(Cluster
of
Orthologous Groups of Proteins [40]) for Kiel-specific
core- and accessory genes as well as singletons identified
by the pan-core analysis based on the Roary clustering
input table. The present study extends our current knowledge of
pan-and core-genomic signatures in the genus Vibrio
which is currently heavily biased towards human patho-
gens, such as V. cholerae and V. parahaemolyticus. Based on the present results we suggest that also non-
human pathogens might experience similar evolutionary
dynamics, once relevant pathogenic traits (in the present
case: Vibrio phage VALGΦ6 [19], plus three unique
virulence genes (Fig. 6)) have been acquired. The avail-
ability of a suitable niche, in the present case, presum-
ably the pipefish, might have led to niche adaptation and
clonal expansion of the Kiel-alginolyticus ecotype, clearly
separating it from other V. alginolyticus species. Bacterial genome data Using a combination of PacBio and Illumina sequencing,
we generated eight closed genomes and one permanent
draft genome of nine Vibrio strains isolated from differ-
ent pipefish in the Kiel-Fjord [28] and previously charac-
terized as V. alginolyticus based on multi-locus-sequence
typing [23]. For sequencing and annotation information
please see [23]. We additionally sequenced prophages in-
duced with mitomycin C from each strain, for details see
[19]. We compared all replicons from the nine V. algino-
lyticus strains to 10 closed Vibrio genome sequences
downloaded from the NCBI nucleotide database; date of
accession 1.12.2019 (Table S1). Conclusions However, due to the
incomplete information especially for MGEs stored in
draft genomes, the number of core-genomes drops con-
siderably by approximately 50% compared to when only
complete genomes are included in the analysis [20]. In
favor of a more accurate analysis, we thus decided to
only include complete genomes. Comparative genome analysis
Average nucleotide identity The average similarity between the nine V. alginolyticus
genomes from the present study, six other complete V. alginolyticus genomes as well as four other closely related
vibrios (i.e. three V. diabolicus and one V. antiquarius)
was measured as the average nucleotide identity (ANI) of
all 19 Vibrio replicons (concatenated Chromosome 1 and Page 12 of 14 Chibani et al. BMC Genomics (2020) 21:354 Chibani et al. BMC Genomics (2020) 21:354 Chibani et al. BMC Genomics (2020) 21:354 burn-in processes and the consensus tree was con-
structed from the remaining trees. Convergence was as-
sured via the standard deviation of split frequencies (<
0.01) and the potential scale reduction factor (PSRF~ 1). The resulting phylogenetic tree and associated posterior
probabilities were illustrated using FigTree version 1.4.2
(http://tree.bio.ed.ac.uk/software/figtree/). Supplementary information
Supplementary information accompanies this paper at https://doi.org/10. 1186/s12864-020-6735-5. Supplementary information accompanies this paper at https://doi.org/10. 1186/s12864-020-6735-5. Additional file 1: Table S1. Vibrio genomes accessed from NCBI
3.12.2019 used for PyANI analysis. Additional file 1: Table S1. Vibrio genomes accessed from NCBI
3.12.2019 used for PyANI analysis. Additional file 2: Table S2. Genomic regions (GRs) unique for the nine
V. alginolyticus strains from the Kiel-Fjord. For chromosome 1 (left) we
used K10K4 as a reference, as this strain has more integrated prophages
than the other Kiel isolates. For the same reason, we used strain K04M3
as a reference for chromosome 2. For a detailed comparison of GRs
among all nine strains, see Fig. 3 main manuscript. Funding This project was funded by three consecutive DFG grants [WE 5822/ 1–1,
WE5822/1–2, and RO RO462/4–2] within the priority programme SPP1819
given to given to CCW and OR, a grant from the Cluster of Excellence “The
Future Ocean”, given to CCW, and a KAAD stipend given to CCM. The
funding agency played no part in study design, data collection and analysis,
decision to publish, or preparation of the manuscript. Authors’ contributions
CC
d O
d CCW, HL and OR designed the study. CMC and CCW analyzed the data. CCW
wrote the manuscript. All authors commented on the manuscript and
approved the final version. Consent for publication
Not applicable. Not applicable. Not applicable. Genomic Islands We used IslandViewer [51] to predict putative genomic
islands of all nine isolates from the Kiel-Fjord. The
selection criterion for genomic islands was based on the
presence of mobile-related genes (integrases or transpo-
sases), a size > 8 kb, and a different GC content com-
pared to the rest of the genome. To visualize the
genomic islands, we used BLAST Ring Image Generator
[52, 53] and created a circular map per chromosome of
all fully closed V. alginolyticus genomes. Functional
characterization of all protein-coding sequences found
on the putative genomic islands was performed as de-
scribed above using the eggNOG-mapper v2 database
v5.0 [45, 46] where the resulting COG assignments were
used for further analysis. Additional file 3: Table S3. Functional characterization of all protein-
coding sequences found on the Genomic Regions (using the eggNOG-
mapper v2 software) with the resulting COG assignments. Similar to Table
S2 we used strain K10K4 as reference for chromosome 1 and strain
K04M3 as reference for chromosome 2. The column Kiel Specific indicates
whether the GR is unique for the Kiel alginolyticus ecotype. Additional file 4: Table S4. Functional annotation of Kiel specific gene
clusters (core genome [C], accessory genes [A], singletons [S], i.e. gene
cluster which was only found within the Kiel alginolyticus ecotype with
the resulting COG assignments. Additional file 5: Table S5. Resistance genes found using IslandViewer
for all nine V. alginolyticus strains from the Kiel-Fjord. Even though this
table shows the locus tags for strain K04M3 only, all other strains have
been found to contain the exact same resistance genes. Abbreviations GIs: Genomic islands; GRs: Genomic regions; ANI: Average nucleotide
identity; MLSA: Multi-locus-sequencing-approach; COG: Clusters of
Orthologous Groups of Proteins; MGEs: Mobile genetic elements;
HGT: Horizontal gene transfer GIs: Genomic islands; GRs: Genomic regions; ANI: Average nucleotide
identity; MLSA: Multi-locus-sequencing-approach; COG: Clusters of
Orthologous Groups of Proteins; MGEs: Mobile genetic elements;
HGT: Horizontal gene transfer Competing interests p
g
he authors declare that they have no competing interests. Acknowledgements
f l We are grateful to Anja Poehlein for her support in sequencing the isolates. Plasmids We used Easyfig [54] for pairwise plasmid sequence
comparisons and synteny comparisons with an E-value
cut-off of 1e−10. Plasmid maps were generated using
SnapGene Viewer (version 4.3.10) with annotated gen-
bank files as input files. The output resulting from Roary
was used to determine orthologous genes, while the out-
put of eggNOG-mapper [45, 46] was used to assign a
functional characterization to the coding protein se-
quences of the six mega-plasmids detected in the Kiel-
specific V. alginolyticus isolates. Availability of data and materials
h
f h The virulence of the nine Kiel-isolates was determined
using controlled infection experiments in a previous
study [19], and could in part be explained by the pres-
ence and the coverage of a virulence-gene carrying fila-
mentous phage Vibrio phage VALGΦ6. To determine
other potential chromosomal encoded virulence factors,
we scanned all 15 V. alginolyticus strains and seven
other strains from different Vibrio clades using the Viru-
lence
Factor
Database
(https://www.mgc.ac.cn/VFs/
main.htm) [55]. We used IslandViewer [51] to identify
homologues of resistance genes in all 15 V. alginolyticus
strains. The genomic sequences of the nine Kiel V. alginolyticus strains analyzed
during the current study are available at GenBank (CP017889-CP017919). The genomic sequences of the nine Kiel V. alginolyticus strains analyzed
during the current study are available at GenBank (CP017889-CP017919). Ethics approval and consent to participate Ethics approval and consent to participate References 1. Tettelin H, Riley D, Cattuto C, Medini D. Comparative genomics: the
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published maps and institutional affiliations. Springer Nature remains neutral with regard to jurisdictional claims in
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Consensus statements on PSMA PET/CT response assessment criteria in prostate cancer
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European journal of nuclear medicine and molecular imaging
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Consensus statements on PSMA PET/CT response assessment criteria in prostate cancer
Fanti, S.; Goffin, K.; Hadaschik, B.A.; Herrmann, K.; Maurer, T.; MacLennan, S.; Oprea-Lager, D.E.;
Oyen, W.J.G.; Rouviere, O.; Mottet, N.; Bjartell, A. 2021, Article / Letter to editor (European Journal of Nuclear Medicine and Molecular Imaging, 48, 2,
(2021), pp. 469-476) Doi link to publisher: https://doi.org/10.1007/s00259-020-04934-4 Doi link to publisher: https://doi.org/10.1007/s00259-020-04934-4 Doi link to publisher: https://doi.org/10.1007/s00259-020-04934-4 Consensus statements on PSMA PET/CT response assessment criteria in prostate cancer
Fanti, S.; Goffin, K.; Hadaschik, B.A.; Herrmann, K.; Maurer, T.; MacLennan, S.; Oprea-Lager, D.E.;
Oyen, W.J.G.; Rouviere, O.; Mottet, N.; Bjartell, A.
2021, Article / Letter to editor (European Journal of Nuclear Medicine and Molecular Imaging, 48, 2,
(2021), pp. 469-476)
Doi link to publisher: https://doi.org/10.1007/s00259-020-04934-4 Consensus statements on PSMA PET/CT response assessment criteria in prostate cancer
Fanti, S.; Goffin, K.; Hadaschik, B.A.; Herrmann, K.; Maurer, T.; MacLennan, S.; Oprea-Lager, D.E.;
Oyen, W.J.G.; Rouviere, O.; Mottet, N.; Bjartell, A. 2021, Article / Letter to editor (European Journal of Nuclear Medicine and Molecular Imaging, 48, 2,
(2021), pp. 469-476)
Doi link to publisher: https://doi org/10 1007/s00259-020-04934-4 Consensus statements on PSMA PET/CT response assessment criteria
in prostate cancer Stefano Fanti1 & Karolien Goffin2 & Boris A Hadaschik3 & Ken Herrmann4 & Tobias Maurer5 & Steven MacLennan6 &
Daniela E. Oprea-Lager7 & Wim JG Oyen8,9,10 & Olivier Rouvière11,12 & Nicolas Mottet13 & Anders Bjartell14 Stefano Fanti1 & Karolien Goffin2 & Boris A Hadaschik3 & Ken Herrmann4 & Tobias Maurer5 & Steven MacLennan6 &
Daniela E. Oprea-Lager7 & Wim JG Oyen8,9,10 & Olivier Rouvière11,12 & Nicolas Mottet13 & Anders Bjartell14 Received: 27 May 2020 /Accepted: 17 June 2020
# The Author(s) 2020
/ Published online: 2 July 2020 Note: Note:
To cite this publication please use the final published version (if applicable). To cite this publication please use the final published version (if applicable). To cite this publication please use the final published version (if applicable). https://doi.org/10.1007/s00259-020-04934-4
European Journal of Nuclear Medicine and Molecular Imaging (2021) 48:469–476 https://doi.org/10.1007/s00259-020-04934-4
European Journal of Nuclear Medicine and Molecular Imaging (2021) 48:469–476 ORIGINAL ARTICLE Abstract Purpose Prostate-specific membrane antigen (PSMA) positron emission tomography (PET)/computed tomography (CT) is used for
(re)staging prostate cancer (PCa) and as a biomarker for evaluating response to therapy, but lacks established response criteria. A
panel of PCa experts in nuclear medicine, radiology, and/or urology met on February 21, 2020, in Amsterdam, The Netherlands, to
formulate criteria for PSMA PET/CT-based response in patients treated for metastatic PCa and optimal timing to use it. Methods Panelists received thematic topics and relevant literature prior to the meeting. Statements on how to interpret response
and progression on therapy in PCa with PSMA PET/CT and when to use it were developed. Panelists voted anonymously on a
nine-point scale, ranging from strongly disagree (1) to strongly agree (9). Median scores described agreement and consensus. Results PSMA PET/CT consensus statements concerned utility, best timing for performing, criteria for evaluation of response,
patients who could benefit, and handling of radiolabeled PSMA PET tracers. Consensus was reached on all statements. PSMA
PET/CT can be used before and after any local and systemic treatment in patients with metastatic disease to evaluate response to
treatment. Ideally, PSMA PET/CT imaging criteria should categorize patients as responders, patients with stable disease, partial
response, and complete response, or as non-responders. Specific clinical scenarios such as oligometastatic or polymetastatic
disease deserve special consideration. Purpose Prostate-specific membrane antigen (PSMA) positron emission tomography (PET)/computed tomography (CT) is used for
(re)staging prostate cancer (PCa) and as a biomarker for evaluating response to therapy, but lacks established response criteria. A
panel of PCa experts in nuclear medicine, radiology, and/or urology met on February 21, 2020, in Amsterdam, The Netherlands, to
formulate criteria for PSMA PET/CT-based response in patients treated for metastatic PCa and optimal timing to use it. p
Conclusions Adoption of PSMA PET/CT should be supported by indication for appropriate use and precise criteria for inter-
pretation. PSMA PET/CT criteria should categorize patients as responders or non-responders. Specific clinical scenarios deserve
special consideration. Keywords Monitoring .Oligometastaticprostatecancer . PERCIST .PET/CT . Polymetastaticprostatecancer . Prostatecancer . Prostate-specific membrane antigen (PSMA) . PSMA ligand . RECIST Keywords Monitoring .Oligometastaticprostatecancer . PERCIST .PET/CT . Polymetastaticprostatecancer . Prostatecancer . Prostate-specific membrane antigen (PSMA) . PSMA ligand . * Anders Bjartell
anders.bjartell@med.lu.se Introduction experts in the aforementioned specialties, to separately discuss
these thematic topics in greater detail and develop statements
related to the use of PSMA PET/CT. The breakout groups
then reconvened, discussed all statements written by each
subgroup, and created a combined list of statements organized
under thematic topics. Prostate-specific membrane antigen (PSMA) positron emis-
sion tomography (PET)/computed tomography (CT) is being
used more frequently for prostate cancer (PCa) staging and for
localization of recurrent disease [1]. For the scope of the present project, PSMA PET/CT refers
to PET/CT imaging performed with PSMA-targeting
radioligands (e.g., [68Ga]Ga-PSMA-11, [18F]F-PSMA-1007,
[18F]DCFPyL). International guidelines, including the guideline of the
European Association for Urology (EAU) [2], have incorpo-
rated PSMA PET/CT and provide recommendation on its ap-
propriate use. It is the consensus imaging modality in patients
with rising PSA after radical treatment to confirm a diagnosis
of oligorecurrent (metachronous) oligometastatic PCa [3]. In
other clinical situations, such as PSA persistence after radical
treatment, PSMA PET/CT is also recommended [2], while for
initial staging of high-risk patients, the ultimate role of PSMA
PET/CT is still debated. The most recent results of prospective
trials are very promising [4, 5]. Each statement was singular and phrased so that panel
members could agree or disagree with it. The resulting state-
ments were uploaded to an online voting tool, and the panel-
ists voted anonymously online [8]. Panelists voted on a nine-
point scale, ranging from strongly disagree (1) to strongly
agree (9) (i.e., 1–3 disagree, 4–6 uncertain, 7–9 agree). The
results of the vote on each statement were conveyed to partic-
ipants immediately after voting. There are procedure guidelines for performing PSMA
PET/CT endorsed by European Association of Nuclear
Medicine (EANM) [1]. PSMA PET/CT is considered a poten-
tially useful tool for evaluating responses to therapy, but there
is lack of data regarding criteria to be used for evaluating
PSMA PET/CT findings in relation to therapy response as-
sessment [2, 4]. In recognition of the growing importance of
PSMA radiopharmaceuticals in the diagnosis and treatment of
patients with PCa, the EAU in collaboration with EANM re-
cruited a panel of international experts in PCa within the fields
of nuclear medicine, radiology, and urology, who met on
February 21, 2020, in Amsterdam, The Netherlands, for an
European consensus panel to formulate criteria for PSMA
PET/CT-based response and progression in patients treated
for metastatic PCa and when to use it. Abstract RECIST This article is part of the Topical Collection on Oncology - Genitourinary * Anders Bjartell
anders.bjartell@med.lu.se
1
Nuclear Medicine Division, Policlinico S Orsola, University of
Bologna, Bologna, Italy
2
Department of Nuclear Medicine and Molecular Imaging, University
Hospital Leuven and KU Leuven, Leuven, Belgium
3
Department of Urology, University of Duisburg-Essen and German
Cancer Consortium (DKTK)-University Hospital Essen,
Essen, Germany
4
Department of Nuclear Medicine, University of Duisburg-Essen and
German Cancer Consortium (DKTK)-University Hospital Essen,
Essen, Germany
5
Department of Urology and Martini-Klinik Prostate Cancer Center,
Universitätsklinikum, Hamburg-Eppendorf, Hamburg, Germany
6
Academic Urology Unit, University of Aberdeen, Foresterhill,
Aberdeen, UK
7
Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Centers, VU University,
Amsterdam, The Netherlands
8
Humanitas University and Humanitas Clinical and Research Center,
Milan, Italy
9
Department of Radiology and Nuclear Medicine, Radboud
University Medical Centre, Nijmegen, The Netherlands
10
Department of Radiology and Nuclear Medicine, Rijnstate Hospital
Arnhem, Arnhem, The Netherlands
11
Department of Imaging, Hôpital Edouard Herriot, Hospices Civils de
Lyon, Lyon, France
12
Faculté de Médecine Lyon Est, Université de Lyon, Université Lyon
1, 69003 Lyon, France
13
University Hôpital Nord, Saint Etienne, France
14
Department of Urology, Skåne University Hospital, Malmö, Sweden 7
Department of Radiology and Nuclear Medicine, Amsterdam
University Medical Centers, VU University,
Amsterdam, The Netherlands * Anders Bjartell
anders.bjartell@med.lu.se 11
Department of Imaging, Hôpital Edouard Herriot, Hospices Civils de
Lyon, Lyon, France 4
Department of Nuclear Medicine, University of Duisburg-Essen an
German Cancer Consortium (DKTK)-University Hospital Essen,
Essen, Germany 12
Faculté de Médecine Lyon Est, Université de Lyon, Université Lyon
1, 69003 Lyon, France 5
Department of Urology and Martini-Klinik Prostate Cancer Center,
Universitätsklinikum, Hamburg-Eppendorf, Hamburg, Germany 13
University Hôpital Nord, Saint Etienne, France 14
Department of Urology, Skåne University Hospital, Malmö, Sweden 14
Department of Urology, Skåne University Hospital, Malmö, Sweden 470 Eur J Nucl Med Mol Imaging (2021) 48:469–476 Introduction The main output of this
meeting was the development of sets of consensus statements
concerning PSMA PET/CT criteria for response assessment in
various clinical scenarios for patients with metastatic PCa, and
these are presented here. The statistical analysis of the voting focused on the level of
agreement (median score) with each statement and whether
there was consensus (dispersion of scores around the median). This followed the methods proposed by the research and de-
velopment project (RAND)/University of California, Los
Angeles (UCLA) Appropriateness Method which has been
shown to be robust for smaller panels and can be used in
panels of any size [9]. For each statement, first the median
score was calculated, then the 30th and 70th percentiles were
calculated, which constitute the interpercentile range (IPR). The IPR was used to calculate the interpercentile range adjust-
ed for symmetry (IPRAS), which is calculated using the for-
mula: IPRAS = 2.35 + (asymmetry index [AI] * 1.5), where
the AI is defined as the absolute difference between the central
point of the IPR and 5 (i.e., the central point on the 1–9 scale). If the IPR < IPRAS, then this indicates there is no extreme
dispersion of scores (i.e., there is “consensus”). The median agreement score (MAS) was used to determine
the level of agreement: a MAS in the 1–3 range indicated the
panel disagreed with the statement, a MAS in the 4–6 range
indicated the panel were uncertain, and a MAS in the 7–9
range indicated the panel agreed with the statement. Then,
the IPRAS was used to assess consensus. For a statement to
be considered to have agreement and consensus, two condi-
tions had to be met: a median score in the 7–9 category and an
IPRAS < IPR. Materials and methods A modified nominal group technique was used to reach con-
sensus statements on PSMA PET/CT response assessment
criteria [6, 7]. Ten weeks prior to meeting, each panelist re-
ceived thematic topics concerning PSMA PET/CT response
assessment along with relevant literature suggested by the
panelists. The panelists (Stefano Fanti, Karolien Goffin,
Boris Hadaschik, Ken Herrmann, Tobias Maurer, Daniela
Oprea-Lager, Wim JG Oyen, Olivier Rouvière, and Anders
Bjartell), all authors of this paper, are PCa experts in nuclear
medicine (five panelists), radiology (one panelist), or urology
(three panelists). A one-day meeting was held, where the the-
matic topics were again presented. The panelists were subse-
quently divided into two groups, each containing a balance of Results Within the scope of each thematic topic, statements were de-
veloped by the panelists during the one-day meeting
concerning how to interpret PSMA PET/CT to define re-
sponse and progression in patients treated for metastatic PCa
and when to use it. These thematic topics and statements along Eur J Nucl Med Mol Imaging (2021) 48:469–476 471 are, for example, concerns regarding how to interpret uptake
of tracer especially in hormone-naive patients starting andro-
gen deprivation therapy (ADT) [11]. Consensus was reached
on the statement that in principle, PSMA PET/CT can be used
before and after any local and systemic treatment in patients
with metastatic disease (including N1 disease). PSMA PET/
CT is actually the most sensitive technique to detect metasta-
ses, and thus, it is likely that the prognosis of M0 and M+
patients based on PSMA PET/CT will be changed, as com-
pared to the prognosis of M0 and M+ patients based on stan-
dard work up (CT and bone scan). Nonetheless, in the absence
of clinical trials assessing the prognosis of patients with me-
tastases detected only by PSMA, it remains unclear whether
PSMA PET/CT should be widely used in high-risk patients. with the corresponding MAS, IPR, and IPRAS from the vot-
ing are reported in Table 1. Briefly, the statements covered the
best timing for performing PSMA PET/CT, the criteria that
should be used to evaluate the PSMA PET/CT response, the
patients who could benefit from such evaluation from a clin-
ical perspective, and how the various PSMA-targeting PET
tracers should be handled. with the corresponding MAS, IPR, and IPRAS from the vot-
ing are reported in Table 1. Briefly, the statements covered the
best timing for performing PSMA PET/CT, the criteria that
should be used to evaluate the PSMA PET/CT response, the
patients who could benefit from such evaluation from a clin-
ical perspective, and how the various PSMA-targeting PET
tracers should be handled. Other relevant thematic topics were also addressed with
statements: Available real-world data and/or trial data should
be analyzed for response assessment with PSMA PET/CT
before designing future prospective trials; Criteria for treat-
ment assessment should be evaluated in test-retest trials to
assess normal variability in the measurement. Results In every in-
stance, the MAS fell in the 7–9 category and IPR as lower
than IPRAS, so there was “agreement” and “consensus.” The panel is well aware that the proposed criteria are based
on practical experience and authors’ opinions; indeed, there is
very little data to ultimately support some of the statements
that are made. Nonetheless, it is clear that some baseline
criteria are proposed to be used for future studies and applied
for clinical scenarios that are already happening. With expect-
ed publication of more data from prospective studies, it will
hopefully be possible to refine the statements proposed here,
possibly with future further consensus events to be held for
review of datasets with outcome measures. Once the criteria
have been evaluated in clinical trials, they could surely be
improved. As an antecedent to the discussion of the thematic topics,
the panelists considered the utility and impact of PSMA PET/
CT in PCa and developed four statements and reached con-
sensus on all four. • PSMA PET/CT is currently the most sensitive imaging
staging technique for depicting metastases at any stage of
the disease. MAS = 8 (IPR = 1; IPRAS = 7.6). • Use of PSMA PET/CT will cause stage migration, which
is a problem for clinical decision-making. MAS = 8
(IPR = 0; IPRAS = 6.85). • PSMA PET/CT should be used as imaging tool at bio-
chemical recurrence. MAS = 9 (IPR = 0; IPRAS = 8.35). Discussion All consensus statements were developed following the
European Society for Radiotherapy and Oncology (ESRO)
and European Organisation for Research and Treatment of
Cancer (EORTC) consensus recommendations for classifica-
tion of oligometastatic disease [10]. The panelists agreed that potential flare observed in a
PSMA scan following initiation of ADT is an early event,
and misinterpretation can be avoided by performing the scan
not earlier than 3 months after the start of ADT (see also
statement 2.3). Data concerning the flare phenomenon ob-
served with ADT and second-generation anti-androgen thera-
py are limited and not unequivocal [12–15]. The correlation
between androgen signaling and PSMA expression seems to
be quite complex and requires more study before practice-
defining conclusions can be drawn. Nonetheless, the panelists,
based on their practical experience, suggested 3 months as the
minimal timing for performing PSMA PET/CT after initiation
of hormonal intervention. A prospective study has shown that
androgen deprivation therapy could impact the timing for
PSMA PET/CT [16]. The study included 15 men, eight pa-
tients with metastatic hormone sensitive PCa treated with lu-
teinizing hormone-releasing hormone and bicalutamide and Timing for PSMA PET/CT • PSMA PET/CT should not be used in low-risk disease. MAS = 9 (IPR = 0; IPRAS = 8.35). With respect to the best timing for performing PSMA PET/
CT, some evident prerequisites were confirmed, such as that
in case of primary PCa negative on PSMA PET/CT, further
imaging with PSMA PET/CT is generally not adequate (state-
ment 2.1), and if used for response assessment, baseline
PSMA PET/CT should be performed before the start of treat-
ment (statement 2.2). General statements Regarding the use of PSMA PET/CT for assessing response to
therapy, it was confirmed that such an approach should be
used only if a change of clinical management is expected from
the results (statements 1.2 and 2.4) as already emphasized in
EAU Guidelines [2]. Thus, in case of good PSA response after
salvage treatment, there is no indication for performing PSMA
PET/CT (statement 1.4); also, in case of late-stage disease
where no further therapies can be initiated or hormone sensi-
tive PCa with favorable PSA response under systemic therapy,
there is no role for PSMA PET/CT (statements 1.5 and 1.6). Asking whether PSMA PET/CT can be used before, after,
and during treatment is an important question, because there 472 Eur J Nucl Med Mol Imaging (2021) 48:469–476 Table 1
Consensus statements on PSMA PET/CT response assessment criteria along with their respective median agreement scores (MAS),
interpercentile ranges (IPR), and interpercentile ranges adjusted for symmetry (IPRAS) Table 1
Consensus statements on PSMA PET/CT response assessment criteria along with their respective median agreement scores (MAS),
interpercentile ranges (IPR), and interpercentile ranges adjusted for symmetry (IPRAS) Table 1
Consensus statements on PSMA PET/CT response assessment criteria along with their respective median agreement scores (MAS),
interpercentile ranges (IPR), and interpercentile ranges adjusted for symmetry (IPRAS)
Thematic topic and corresponding statement
Statement
MAS
IPR
IPRAS
1. Can PSMA PET/CT be used before and after any treatment? 1.1
In principal, PSMA PET/CT can be used before and after any local and systemic treatment in
patients at risk of having metastatic disease (including N1 disease). 8
1
7.6
1.2
PSMA PET/CT should not be used if no change of clinical management is expected. 9
0
8.35
1.3
PSMA PET/CT should not be used if local disease within the prostate is expected. 8
1
7.6
1.4
After salvage treatment of oligometastatic PCa with curative intent, if PSA indicates complete
response, PSMA PET/CT is to be avoided as an assessment tool. 9
0.6
7.9
1.5
Routine use of PSMA PET/CT should not be used in patients with hormone sensitive PCa
and PSA response under systemic therapy. 8
0.6
7.3
1.6
Routine use of PSMA PET/CT should not be used in patients with late-stage disease where no
further therapies can be initiated. 7
0
5.35
2. What is the best timing for performing PSMA PET/CT? General statements 2.1
In cases where the primary PCa is negative on PSMA PET/CT, further staging with PSMA
PET/CT is generally not adequate, and other imaging should be performed. 9
0
8.35
2.2
If used for response assessment, then a PSMA PET/CT should be performed before the start
of treatment (i.e., baseline PSMA PET/CT). 9
0
8.35
2.3
PSMA PET/CT should not be performed within three months after initiation of systemic therapy
in hormone sensitive PCa. 9
1
7.6
2.4
PSMA PET/CT should not be performed for routine follow-up if management of the patient
is unlikely to change. 9
0.6
7.9
3. Which PET criteria should be used to evaluate the PSMA response? 3.1
For clinicians, PSMA PET/CT should always be accompanied by evaluation of clinical and laboratory data. 9
0
8.35
3.2
For imaging specialists, only treatment response criteria for PSMA PET/CT are needed
(not taking other parameters into account (e.g. PSA, etc.). 9
1
7.6
3.3
Ideally, PSMA PET/CT criteria should categorize patients as responders or non-responders. 9
0
8.35
3.4
Categories of responders should include patients with stable disease and partial and complete response
on PSMA PET/CT imaging; non-responders should include patients with progressive disease
on PSMA PET/CT. 8
1.2
6.85
3.5
In early recurrent PCa, appearance of any new lesion with high suspicion should be regarded as progressive disease. 8
1
7.6
3.6
In polymetastatic PCa, increase of uptake or tumor volume > 30% is defined as progressive disease. 8
1
7.6
3.7
In polymetastatic PCa, appearance of two or more new lesions should not be regarded as progressive
disease, if total tumor volume or uptake does not increase > 30%. 9
1
7.6
3.8
PCWG3-criteria for evaluation of bone scintigraphy should not necessarily be used for PSMA PET/CT evaluation. 9
0.6
7.9
3.9
Complete response: complete disappearance of any lesion with tracer uptake; partial response:
reduction of uptake and tumor volume by > 30%; SD: change of uptake and tumor volume ± ≤30%
and no new lesions; progressive disease: appearance of two or more new lesions and/or increase of
uptake or tumor PET volume > 30%. 9
0.6
7.3
4. Which patients could benefit from PSMA response assessment from a clinical perspective (other than those
for whom a treatment change will have a significant impact on outcome)? 4.1
PSMA PET/CT response assessment should be evaluated in the context of clinical trials. General statements 9
0
8.35
4.2
In clinical practice, PSMA PET/CT response assessment may be performed in patients with inconsistent
laboratory findings and/or clinical course of the disease if change of management is considered. 9
0
8.35
5. How should the various PET tracers be handled? 5.1
Different 68Ga and 18F radiolabeled PSMA tracers (e.g., [68Ga]Ga-PSMA-11, [18F]PSMA-1007, and
[18F]DCFPyL) show similar performance even if there is lack of comparative data. 8
1
7.6
5.2
For response assessment the same PSMA PET tracers should be used. 9
0
8.35
5.3
Quality assurance is mandatory either for radiotracer production and image acquisition and
should include EARL-harmonized protocols (scanner, reconstruction algorithms) regarding
dosage, time of acquisition and quantification should be done using validated software. 9
0
8.35
6. Other relevant statements
6.1
Available real-world data and/or trial data should be analyzed for response assessment with
PSMA PET/CT before designing future prospective trials. 9
0
8.35
6.2
Criteria for treatment assessment should be evaluated in test-retest trials to assess normal variability
in the measurement. 9
1
7.6
EARL, European Association of Nuclear Medicine Research Ltd.; IPR, interpercentile range; IPRAS, interpercentile range adjusted for symmetry; MAS, Thematic topic and corresponding statement Thematic topic and corresponding statement Statement 1. Can PSMA PET/CT be used before and after any treatment? 1.3
PSMA PET/CT should not be used if local disease w 2. What is the best timing for performing PSMA PET/CT? 2.3
PSMA PET/CT should not be performed within three months after initiation of systemic therapy
in hormone sensitive PCa. 2.4
PSMA PET/CT should not be performed for routine follow-up if management of the patient
is unlikely to change. 3.1
For clinicians, PSMA PET/CT should always be accompanied by evaluation of clinical and lab 3.2
For imaging specialists, only treatment response criteria for PSMA PET/CT are needed
(not taking other parameters into account (e.g. PSA, etc.). 3
Ideally, PSMA PET/CT criteria should categorize patients 3.4
Categories of responders should include patients with stable disease and partial and complete response
on PSMA PET/CT imaging; non-responders should include patients with progressive disease
on PSMA PET/CT. 8
1.2 3.5
In early recurrent PCa, appearance of any new lesion with high suspi ymetastatic PCa, increase of uptake or tumor volume > 30% is de 3.7
In polymetastatic PCa, appearance of two or more new lesions should not be r
disease, if total tumor volume or uptake does not increase > 30%. PCWG3-criteria for evaluation of bone scintigraphy should no 3.9
Complete response: complete disappearance of any lesion with tracer uptake; partial response:
reduction of uptake and tumor volume by > 30%; SD: change of uptake and tumor volume ± ≤30%
and no new lesions; progressive disease: appearance of two or more new lesions and/or increase of
uptake or tumor PET volume > 30%. 9
0.6
7.3 4.1
PSMA PET/CT response assessment should be evaluated in the context of clinical trials. 4.2
In clinical practice, PSMA PET/CT response assessment may be performed in patients with inconsistent
laboratory findings and/or clinical course of the disease if change of management is considered. 9
0
8.35 r response assessment the same PSMA PET tracers should be us 6.2
Criteria for treatment assessment should be evaluated in test-retest trials to assess normal variability
in the measurement. 9
1
7.6 Eur J Nucl Med Mol Imaging (2021) 48:469–476 473 seven patients with castration resistant PCa treated with
enzalutamide or abiraterone, and showed that at 9 days post
treatment, [68Ga]Ga-PSMA-11 PET/CT SUVmax decreased
in the hormone-sensitive patients (median 30% (interquartile
range 5–61) but increased in the castration-resistant PCa (me-
dian 45% (interquartile range 12.7–66)). Criteria for interpretation of PSMA PET/CT Criteria to be used to evaluate PSMA response were thorough-
ly discussed and addressed. Indeed, molecular response
criteria have been proposed as better than morphological
criteria in patients with metastatic castration resistant PCa
[17], but the precise criteria to be used have not been identi-
fied. There are no clear definitions for oligometastatic and
polymetastatic disease, so, in the context of this report, pro-
gression was defined in order to start creating guidance on
how to use PSMA PET/CT. In general, there is confidence
in drawing conclusions in cases with complete response as
well as for detecting clear progression of disease and scoring
of new lesions [18–20], but uncertainty remains for everything
in between. Semi-quantitative evaluation of radiolabeled PSMA PET/
CT scans could be very useful when assessing response to
treatment. Standardized uptake value (SUV) is the most com-
monly used semi-quantitative parameter, providing a measure
of radiotracer uptake. The main recommendation for using
SUV parameters, (SUVmax, SUVmean, or SUVpeak) is to
optimize reproducibility by limiting all variation factors (qual-
ity of injection, uptake time, type of scanner, reconstruction
algorithm, and others), namely to rigorously harmonize pro-
cedures and parameters in all scans. Volumetric PET measure-
ments (so called tumor burden values) based on available
software packages can partly overcome such problems [24,
25], since they account for less variations across patients and
are better reproducible. However, these parameters are still not
widely used in clinical practice because they are technically
demanding. Tools for quantitative estimation of the total tu-
mor burden are under development, and these could reduce
current problems with interobserver variability and low repro-
ducibility with manual interpretation of images. The panelists agreed that PSMA PET/CT criteria should
categorize patients as responders or non-responders (statement
3.3) for both, clinical use and trial incorporation. Given the
nature of PCa, it was agreed that categories of responders
should include patients with stable disease, partial response,
and complete response on PSMA PET/CT imaging; non-
responders should include patients with progressive disease
on PSMA PET/CT (statement 3.3). In this light, the consensus
statements were written with progression defined as a 30%
increase of tumor burden, and this is in line with other studies
and modified PET response criteria in solid tumors (PERCIST)
[21–23]. Criteria for interpretation of PSMA PET/CT In general, the panel agreed on a definition of PSMA
response as Complete in case of disappearance of any lesion
with tracer uptake; Partial as reduction of uptake and tumor
PET volume by > 30%; Stable as change of uptake and tumor
PET volume ± ≤30% without evidence of new lesions;
Progression as appearance of > 2 new lesions or increase of
uptake or tumor PET volume >= 30% (statement 3.9). The use of uptake thresholds based on PERCIST could not
be supported by the literature, because these have only been
validated for FDG PET. Nonetheless, the panelists agreed that
a threshold should be arbitrarily chosen as baseline for future
studies; furthermore, it should be at least wider than repeat-
ability coefficients (published only for the PSMA-targeted
agent DCFPyL) and could be modified in the future to hope-
fully arrive at the appropriate cut-offs for tumor response [25]. 1. Can PSMA PET/CT be used before and after any treatment? appearance of two or more new lesions should not be neces-
sarily regarded as progressive disease, if total tumor PET vol-
ume or uptake does not increase > 30% (statements 3.6 and
3.7). For the purpose of this project, the definition of a new
lesion is based on the appearance of a new focal area of PSMA
uptake at PET, with or without CT change. Disease progres-
sion should not be based solely on PET/CT. The rationale here
was to avoid misinterpretation of progressive disease in case
of an overall good response of known lesions to systemic
therapy with only appearance of a few minor lesions. Indeed, it would be a mistake to switch an active treatment
too early in polymetastatic situations. Limit of the methodology Study concept and design: All authors Acquisition of data: Stefano Fanti, Karolien Goffin, Boris Hadaschik,
Ken Herrmann, Tobias Maurer, Steven MacLennan, Daniela Oprea- Lager, Wim JG Oyen, Olivier Rouvière, and Anders Bjartel
Analysis and interpretation of data: All authors
Drafting of the manuscript: All authors Critical revision of the manuscript for important intellectual content:
All authors Critical revision of the manuscript for important intellectual content:
All authors Statistical analysis: Steven MacLennan
Obtaining funding: Anders Bjartell
Supervision: Anders Bjartell Statistical analysis: Steven MacLennan
Obtaining funding: Anders Bjartell
Supervision: Anders Bjartell Funding information Open Access funding provided by Lund
University. The one-day EAU/EANM PSMA PET/CT Response
Assessment Criteria meeting received an unrestricted grant from
Janssen, and no influences on the content of the meeting or on the
publication. Perspective Available real-world data and/or trial data should be analyzed
for response assessment with PSMA PET/CT before design-
ing future prospective trials. Furthermore, criteria for treat-
ment assessment should be evaluated in test-retest trials to
assess normal variability in the measurement. Compliance with ethical standards Conflict of interest
Stefano Fanti reports personal fees from ANMI,
Astellas, Bayer, BlueEarth Diagnostics, GE Healthcare, Janssen,
Novartis, and Sofie Biosciences, and non-financial support from AAA,
Bayer, GE Healthcare, Curium, Tema Sinergie, Sanofi, Telix, outside the
submitted work; Karolien Goffin reports personal fees from Bayer, Blue
Earth Diagnostics, GE Healthcare, and Lightpoint Medical, outside the
submitted work; Boris Hadaschik reports personal fees from ABX,
Bayer, Lightpoint Medical, Inc., Janssen R&D, Bristol-Myers-Squibb,
and Astellas; research funding from Profound Medical, German Cancer
Aid, German Research Foundation, Janssen R&D, Bristol-Myers-
Squibb, MSD, Pfizer, and Astellas; and travel from AstraZeneca,
Janssen R&D, and Astellas; Ken Herrmann reports personal fees from
Bayer, other from Sofie Biosciences, personal fees from SIRTEX, non-
financial support from ABX, personal fees from Adacap, personal fees
from Curium, personal fees from Endocyte, grants and personal fees from
BTG, personal fees from IPSEN, personal fees from Siemens
Healthineers, personal fees from GE Healthcare, personal fees from
Amgen, personal fees from Novartis, and personal fees from Y-mAbs, Need for standard interpretation of scans While these criteria are ready to be used in most situations,
and should be evaluated in future studies, some specific clin-
ical scenarios deserve special consideration. The definition of
progression indicated by the panel is largely in line with the
proposal of PSMA PET progression [18], largely based on the
appearance of ≥2 new lesions, which is adequate in many
cases. Nonetheless, the panelists agreed that in early recurrent
PCa, appearance of any new lesion with high suspicion should
be regarded as progressive disease (statement 3.5). The ratio-
nale was to maximize the sensitivity of the approach in such
settings, where additional local therapies may still be pro-
posed. Conversely, in polymetastatic PCa, increase of uptake
or tumor PET volume > 30% was regarded as progression; Quality standards for interpretation of PSMA PET/CT scans
are needed. Visual, qualitative assessment of the attenuated
and non-attenuated PET images is the basis of any PET study
interpretation. The major concern regarding this assessment is
the significant inter- and intra-observer variability of PET im-
age interpretation. Therefore, quality standards for interpreta-
tion of PSMA PET/CT scans are needed. Yet, the report from
the nuclear medicine physician needs to adhere to quality
standards, as recently proposed in the E-PSMA: the EANM
standardized reporting guidelines for PSMA PET/CT. The
quality of the procedure itself is standardized using existing Eur J Nucl Med Mol Imaging (2021) 48:469–476 474 procedures guidelines to obtain high-quality imaging [1], and
the same applies to quantification software. performed within 3 months after initiation of systemic therapy
in hormone sensitive PCa. Different PSMA tracers, including [68Ga]Ga-PSMA-11
and [18F]F-labeled PSMA-1007 and [18F]DCFPyL tracers,
are supposed to perform similarly, even if there is lack of
comparative data [26]. For response assessment, it is evident
that the same PSMA PET tracers should be used for baseline
and subsequent imaging. Quality assurance is mandatory for
both radiotracer production and image acquisition. Ideally, PSMA PET/CT criteria should categorize patients
as responders or non-responders: categories of responders in-
clude patients with stable disease, partial response, and com-
plete response on PSMA PET/CT imaging. Specific clinical
scenarios such as oligometastatic or polymetastatic disease
deserve special consideration. The use of PSMA PET/CT re-
sponse assessment should be implemented and evaluated in
the context of clinical trials. Limit of the methodology EAU and EANM endorse and promote high-quality stan-
dards in performing and reporting PSMA PET/CT scans. There was consensus for every statement, and this is undoubt-
edly related to the fact that the panel mostly created the state-
ments on the meeting day and discussed them in depth before
voting. In-group bias is therefore a potential limitation, but the
panel were sampled from the two most directly relevant pro-
fessional societies (EANM and EAU) and these individuals
represent expertise on this topic. Furthermore, voting was
anonymous, so had any participant disagreed with the state-
ments, there was a channel to express disagreement. Acknowledgments The authors acknowledge John William Bean PhD
(Bean Medical Writing, Halle, Belgium, and funded by EAU Research
Foundation) for providing medical writing services and Wim Witjes MD
PhD (Scientific and Clinical Research Director EAU Research
Foundation) and Emily Spieker (Management Assistant, European
Association of Urology) for project management. Author contributions Stefano Fanti and Anders Bjartell had full access to
all data in the study and take responsibility for the integrity of the data and
the accuracy of the data analysis. Author contributions Stefano Fanti and Anders Bjartell had full access to
all data in the study and take responsibility for the integrity of the data and
the accuracy of the data analysis. The panelists refrained from evaluating response to some
particular therapies due to lack of data. As previously men-
tioned, the proposed criteria were mainly based on practical
experience. Lutetium PSMA, due to its theranostic nature, is
the only treatment where PSMA PET/CT has been used more
frequently to evaluate response to therapy [27, 28]. For this
indication, PSMA PET/CT is mandatory for establishing the
suitability of treatment, and prognostic information can be
derived from baseline PSMA PET/CT [29]. It is also possible,
that PSMA PET/CT could be used to describe duration of
response and decide the frequency of treatment. Conclusions PSMA PET/CT is currently the most rapidly growing imaging
technique in PCa, but its adoption should be adequately sup-
ported by indication for appropriate use and precise criteria for
interpretation. PSMA PET/CT holds great potential in several
clinical situations. Use of PSMA PET/CT should not be con-
sidered, if no change of clinical management is expected. For evaluation of response to treatment, PSMA PET/CT
can be used before and after any local and systemic treatment
in patients with metastatic disease. However, it should not be 475 Eur J Nucl Med Mol Imaging (2021) 48:469–476 8. Live interactive audience participation. Poll Everywhere n.d. https://www.polleverywhere.com (accessed Mar 5, 2020). outside the submitted work; Tobias Maurer reports personal fees from
Astellas, Bayer, BlueEarth Diagnostics, Janssen Cilag ROTOP, Phillips,
and grants from Acelity, outside the submitted work; Steven MacLennan
reports no conflicts of interest; Daniela Oprea-Lager has no personal fees
to report, except for the unrestricted grant received from Janssen for the
one-day EAU/EANM PSMA PET/CT Response Assessment Criteria
meeting; Wim JG Oyen has no personal fees to report, except for the
unrestricted grant received from Janssen for the one-day EAU/EANM
PSMA PET/CT Response Assessment Criteria meeting; OR reports per-
sonal fees from Takeda and an unrestricted grant from Janssen for the
one-day EAU/EANM SMA PET/CT Response Assessment Criteria
meeting; NM reports personal fees as advisor with Astellas, Jansen,
BMS, Bayer, IPSEN, Ferring, Sanofi, and Steba; Anders Bjartell reports
personal fees from Astellas, Bayer, Ferring, IPSEN, and Janssen, and
institutional research grants from Astellas and Ferring, outside the sub-
mitted work. 9. Fitch K, Bernstein SJ, Aguilar MD, Burnand B, LaCalle JR, Lazaro
P, et al. The RAND/UCLA Appropriateness Method User’s
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deSouza NM, et al. Characterisation and classification of
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androgen deprivation therapy on 68Ga-PSMA tracer uptake in non-
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et al. Impact of Ga-68 PSMA-11 PET on management in patients
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H. Conclusions Open Access This article is licensed under a Creative Commons
Attribution 4.0 International License, which permits use, sharing, adap-
tation, distribution and reproduction in any medium or format, as long as
you give appropriate credit to the original author(s) and the source, pro-
vide a link to the Creative Commons licence, and indicate if changes were
made. The images or other third party material in this article are included
in the article's Creative Commons licence, unless indicated otherwise in a
credit line to the material. If material is not included in the article's
Creative Commons licence and your intended use is not permitted by
statutory regulation or exceeds the permitted use, you will need to obtain
permission directly from the copyright holder. To view a copy of this
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Nucl Med. Publisher’s note Springer Nature remains neutral with regard to jurisdic-
tional claims in published maps and institutional affiliations. Publisher’s note Springer Nature remains neutral with regard to jurisdic-
tional claims in published maps and institutional affiliations. References 2020. https://doi.org/10.2967/jnumed.119.236075. Publisher’s note Springer Nature remains neutral with regard to jurisdic-
tional claims in published maps and institutional affiliations. Publisher’s note Springer Nature remains neutral with regard to jurisdic-
tional claims in published maps and institutional affiliations.
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من معالم المنهج في تفسير "أحكام القرآن" للقاضي أبي بكر محمد بن العربي (ت543 هـ)
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ﺎﻣﻌﺔ اﻷﺳﻤﺮﯾﺔ: اﻟﻌﻠﻮم اﻟﺸﺮﻋﯿﺔ واﻹﻧﺴﺎﻧﯿﺔ
33
( اﻟﻌدد اﻷول )
ﯾوﻧﯾو2020
(
ﻣ ﻣﻌﺎﻟ اﻟﻬﺞ ﻓﻲ ﺗﻔ
"أﺣﺎم
ا"ﻟﻘ آن
ﻟﻠﻘﺎﺿﻲ أﺑﻲ ! ﷴ ﺑ اﻟﻌ ﻲ )ت543
(ﻫـ
ﺣﺎزم ز. -ﺎ ﻣ,ﻲ اﻟ+ﯾ
ﻗ ﻋﻠم اﻟﻘآن واﻟﯾ، ﻠﺔ اﻟﻌﺔ،
ﺟﺎﻣﻌﺔ دﻣ.، دﻣ، ﺳرﺎ
Email: hazem9k@yahoo.com ﺎﻣﻌﺔ اﻷﺳﻤﺮﯾﺔ: اﻟﻌﻠﻮم اﻟﺸﺮﻋﯿﺔ واﻹﻧﺴﺎﻧﯿﺔ
33
( اﻟﻌدد اﻷول )
ﯾوﻧﯾو2020
(
ﻣ ﻣﻌﺎﻟ اﻟﻬﺞ ﻓﻲ ﺗﻔ
"أﺣﺎم
ا"ﻟﻘ آن
ﻟﻠﻘﺎﺿﻲ أﺑﻲ ! ﷴ ﺑ اﻟﻌ ﻲ )ت543
(ﻫـ
ﺣﺎزم ز. -ﺎ ﻣ,ﻲ اﻟ+ﯾ
ﻗ ﻋﻠم اﻟﻘآن واﻟﯾ، ﻠﺔ اﻟﻌﺔ،
ﺟﺎﻣﻌﺔ دﻣ.، دﻣ، ﺳرﺎ
Email: hazem9k@yahoo.com ﻣﺠﻠﺔ اﻟﺠﺎﻣﻌﺔ اﻷﺳﻤﺮﯾﺔ: اﻟﻌﻠﻮم اﻟﺸﺮﻋﯿﺔ واﻹﻧﺴﺎﻧﯿﺔ
اﻟﻣﺟﻠد )
33
( اﻟﻌدد اﻷول )
ﯾوﻧﯾو2020
( ﻣ ﻣﻌﺎﻟ اﻟﻬﺞ ﻓﻲ ﺗﻔ
"أﺣﺎم
ا"ﻟﻘ آن
ﻟﻠﻘﺎﺿﻲ أﺑﻲ ! ﷴ ﺑ اﻟﻌ ﻲ )ت543
(ﻫـ
ﺣﺎزم ز. -ﺎ ﻣ,ﻲ اﻟ+ﯾ
ﻗ ﻋﻠم اﻟﻘآن واﻟﯾ، ﻠﺔ اﻟﻌﺔ،
ﺟﺎﻣﻌﺔ دﻣ.، دﻣ، ﺳرﺎ
Email: hazem9k@yahoo.com ﻗ ﻋﻠم اﻟﻘآن واﻟﯾ، ﻠﺔ اﻟﻌﺔ،
ﺟﺎﻣﻌﺔ دﻣ.، دﻣ، ﺳرﺎ 23
ISSN: 2706-9524 (Print) ISSN: 2706-9532 (Online) اﻟ01ﻠ ﺗ0ﺎول اﻟ7 3ﺎﻟﻌض واﻟ5ﻠ*ﻞ 3ﻌـ2 ﻣﻌـﺎﻟ اﻟ1ـ0ﻬﺞ ﻓـﻲ ﺗﻔـ* "أﺣ'ـﺎم اﻟﻘـآن" ﻟﻠﻘﺎﺿـﻲ
اﺑـــ: اﻟﻌ9ـــﻲ
اﻟ1ـــﺎﻟ@ﻲ اﻷﻧﻟـــﻲ )ت543ــــﻫ ،(ـ و َﻋـــ
ض ﺣﺎ
ﺗـــﻪ
وﺗ@0ـــﻪ اﻟﻌﻠ1ـــﻲ وأﺣـــاث ﻋIـــﻩ
اﻟ5ﺎرQـﺔ اﻟ5ـﻲ ﺗﻔﺎﻋـﻞ ﻣﻌﻬـﺎ 3Pﻘـﺔ ﻓـOّة ﻣـ: ﺧـﻼل ﺗﻔـ*ﻩ ، 1ـﺎ ﺗ0ـﺎول اﻟ7ـ اﻟ1ﻌـﺎﻟ اﻟ10ﻬRــﺔ
اﻟ5ﺎﻟﺔ: اﺳ5ﻔﺎدﺗﻪ اﻟ0ﻘWﺔ ﻣ: اﻟ5اث اﻟ5ﻔ*V ﻗUﻠﻪ، وﻣ0ﻬRـﻪ ﻓـﻲ اﻟ5ﻌﺎﻣـﻞ ﻣـﻊ اﻟﻠﻐـﺔ، و ﻣ0ﻬRـﻪ ﻓـﻲ
اﻟ5ﻌﺎﻣﻞ ﻣـﻊ
ﻣIـ ﺎدر اﻟ5ﻔـ* 3ﺎﻟ1ـﺄﺛر، واﻷﺣﺎدﯾـ اﻟ0Uـﺔ، واﻹﺳـاﺋ*ﻠﺎت، وﻣـZ اﻋ51ـﺎدﻩ ﻋﻠـﻰ
:اﻟ5ﻔــ* 3ــﺎﻟأV، وﻗــﺎﻧن اﻟ5ــﺟﺢ ﻓــﻲ اﻟ5ﻔــ*، وﻣ0ﻬRــﻪ ﻓــﻲ اﻟ5ﻌﺎﻣــﻞ ﻣــﻊ ﻣQﺎﻟ_ــﻪ، وﻣﻗﻔــﻪ ﻣــ
أﺣـاث ﻋIــﻩ ّ. وﻗـ ﺗــ
.ﺗfـe اﻟ1ــ0ﻬﺞ اﻟﺻـﻔﻲ ﻟﻠcــﺎم 3ـﺈﺟاءات اﻟ7ــ وﺗﻘ*ـ أﻫاﻓــﻪ
وﻗــ
وﺻﻞ اﻟ7 إﻟﻰ ﻧ5ﺎﺋﺞ
:أﺑزﻫﺎ15اﻋ
ﺎ ،د اﺑ: اﻟﻌ9ﻲ ﻋﻠﻰ اﻟ10ﻬﺞ اﻟ5ﻠ*ﻠﻲ ﻓﻲ ﺗﻔـ*ﻩ
واﺳـ5ﻌﺎ3ﻪ
ﺗاث اﻟ1ﻔ: ﻣ: ﻗUﻠﻪ، وﺗﻌﺎﻣﻠ
ﻪ
ﻣﻊ ﻫOا اﻟ5اث 3Pﻘﺔ ﺗ0ﱡ ﻋـ: اﺣ5ـام ﻋ1*ـ ﻟـﻪ ﻣـﻊ اﺣ5ﻔﺎfـﻪ
ِّﻟ0ﻔــﻪ ﻓــﻲ اﻟﻗــl ذاﺗــﻪ 3ــ اﻟ10ﺎﻗــﺔ واﻟ0ﻘــ واﻟــد ، 1ــﺎ اﻋ51ــ اﺑــ: اﻟﻌ9ــﻲ ﻋﻠــﻰ ﻣ0ﻬRــﻲ اﻷﺛــ
*واﻟأV ﻓﻲ ﺗﻔ ﻩ، ﻣﻊ ﻣﻼﺣpﺔ أﻧﻪ ﺎن أﻛn ﺗﺳﻌﺎً ودﻗﺔً وﻧﻘاً ﻓﻲ ﻣ*ان اﻷﺛ واﻷﺧ7ـﺎر، ﻫـOا
3ﺎﻹﺿﺎﻓﺔ إﻟﻰ أﻧﻪ ﻗ اﺗQO ﻣﻗﻔﺎً ﻧﻘWﺎً إزاء اﻷﺣﺎدﯾ اﻟrqﻔﺔ واﻟ1ﺿﻋﺔ واﻹﺳـاﺋ*ﻠﺎت :؛ وﻣـ
ﻧ5ـﺎﺋﺞ اﻟ7ـ أWrـﺎً أن اﺑــ: اﻟﻌ9ـﻲ
ـﺎن ﯾ05Iــ
ﻟ1Ot7ـﻪ ﻋﻠـﻰ اﻟ1ــ5Z اﻟﻔﻘﻬـﻲ واﻟﻌﻘـV، وــﺎن
ّ5W
23ﻌ اﻟﻲء ﻓﻲ اﻟدّ ﻋﻠﻰ ﻣQﺎﻟ_ـﻪ ، 1ـﺎ ،اﻣ5ـﺎز اﺑـ: اﻟﻌ9ـﻲ ﺑـ9u ﺗﻔـ*ﻩ ﻟﻠﻘـآن اﻟ@ـ 23 ISSN: 2706-9532 (Online) ISSN: 2706-9524 (Print) اﻗـــﻊ ﻣـــﻠ1ﻲ ﻋIـــﻩ وﻣـــﺎﻛﻠﻬ، وﻫـــOﻩ اﻟ1*ـــvة زادت ﻣـــ: ﻗـــرة ﻫـــOا اﻟ5ﻔـــ* ﻋﻠـــﻰ اﻟ5ﻔﺎﻋـــﻞ ﻣـــﻊ
Iﻩ واﻟ5ﺄﺛ* ﻓﻲ أﺣاﺛﻪ. اﻟ
ﻘ+ﻣﺔ اﻟ1 x وﺳﻼم ﻋﻠﻰ w7ﺎدﻩ اﻟOﯾ: اﺻPﻔﻰ
... ﯾﺟــ ﻓــﻲ ﺗــﺎرﺦ ــﻞِّ ﻋﻠــ اﺗRﺎﻫــﺎتٌ وﻣــارسُ أﺳﺎﺳــﺔ W1nِّﻠُﻬــﺎ أﻋــﻼم 3ــﺎرزون
Wﻘﻣـــــن 3ﺎﺳ5rـــــﺎر ﺗـــــﺎرﺦ ﻫـــــOا اﻟﻌﻠـــــ واﺳـــــ5Qﻼص ﻋIـــــﺎرة ﺧUﺗـــــﻪ اﻟ10ﻬRـــــﺔ
واﻟ1ﻌﺔ وﻓ رؤﺔ ﻣﺿwﺔ ﺗ5 3ﺎﻟ1اﺟﻌﺔ واﻟ0ﻘـ واﻹﺿـﺎﻓﺔ؛ وﻓـﻲ اﻟﻌـﺎدة ﻓـﺈن
ﻫﻻء اﻷﻋﻼم ﯾدﻋن ﻧ5ﺎﺋﺞ ﻋ1ﻠﻬ ﻫOا ﻓﻲ 5ﺎبٍ ﻟﻬ .W1nِّﻞ ذروة ﻧ5ﺎﺟﻬ اﻟﻌﻠ1ﻲ
ﻫOا اﻷﻣ ﯾ0PUـ 3ـ'ﻞ U*ـ ﻋﻠـﻰ اﻟﻘﺎﺿـﻲ اﺑـ: اﻟﻌ9ـﻲ اﻟ1ـﺎﻟ@ﻲ )ت543
ه ،(
وﺗﻔـــ*ﻩ اﻟﻔـــOّ )أﺣ'ـــﺎم اﻟﻘـــآن(، اﻟـــOV ﺗـــﻌﻰ ﻫـــOا اﻟراﺳـــﺔ إﻟـــﻰ ﺑـــﺎن وﺗﻠ*ـــﻞ أﻫـــ
ﺧIﺎﺋIـــﻪ وﻣﻌﺎﻟ1ـــﻪ اﻟ10ﻬRـــﺔ اﻟ5ـــﻲ أﻛـــU5ﻪ اﻟ1'ﺎﻧـــﺔ اﻟﻌﻠ1ـــﺔ اﻟ1ﻣﻗـــﺔ ﻓـــﻲ ﺗـــﺎرﺦ
اﻟ5ﻔ* 3ﻌﺎﻣﺔ، وﺗﺎر .ﺦ اﻟ5ﻔ* اﻟﻔﻘﻬﻲ 3Qﺎﺻﺔ ﺗ 50ــﺎول ﻫــOﻩ اﻟراﺳــﺔ 3ــﻲء ﻣــ: اﻟ5ﻔIــ*ﻞ واﻟ5ﻠ*ــﻞ واﻟ5ﻘ*ــ 3ﻌــ2 ﻣﻌــﺎﻟ اﻟ1ــ0ﻬﺞ
"اﻟ5ﻔ*V اﻟ5ﻲ اﻟ5ـvم ﺑﻬـﺎ اﻟﻘﺎﺿـﻲ اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﺗﻔـ*ﻩ "أﺣ'ـﺎم اﻟﻘـآن
، وﻣ5ﺎ3ﻌـﺔ
أﺛﻫﺎ اﻟ5PUﻘﻲ ﻪ. أﻫ+اف اﻟ+راﺳﺔ ﺗـــﻌﻰ ﻫـــOﻩ اﻟراﺳـــﺔ إﻟـــﻰ ﺗﯾـــ أﻫـــ اﻟﻌ0ﺎﺻـــ اﻟ10ﻬRـــﺔ ﻟ1ﻔِّ ـــ U*ـــ ﻣـــ: أﺋ1ـــﺔ
اﻟ5ﻔـــــ* اﻟﻔﻘﻬـــــﻲ، وزـــــﺎدة ﺣrـــــرﻫﺎ ﻓـــــﻲ وﻋـــــﻲ اﻟارﺳـــــ*: ﻟﻌﻠـــــ اﻟ5ﻔـــــ* ﻋ1ﻣـــــﺎ
:*وﻟﻠ15ﻐﻠ
:*nواﻟ7ﺎﺣ
.ًﻓﻲ اﻟ5ﻔ* اﻟﻔﻘﻬﻲ ﺧIﺻﺎ ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن أﻫ3ﺔ اﻟ+راﺳﺔ ِّ'ﺗ ًﻞ ﻣﻌﺎﻟ اﻟ10ﻬﺞ اﻟ1روﺳﺔ ﻫ0ﺎ ﻧ1ذﺟﺎ
W1': أن WﺄﺧO 3ﻪ اﻟارﺳن واﻟ1ﻔون
اﻟ1ﻌﺎﺻــون اﻟ1ﻬ51ــن 3ﺎﻟ5ﻔــ* اﻟﻔﻘﻬــﻲ، و
ــﺎﻫ ﻓــﻲ
:اﻟــِّ ﻣــ
23ﻌــ اﻟﻘIــر
اﻟﻌﻠ1ـــﻲ واﻟ10ﻬRـــﻲ اﻟـــOV ﻧـــﻬﻩ
اﻟ*ـــم
ﻓـــﻲ اﻟﻌ1ـــﻞ اﻟ5ﻔـــ*V اﻟ1ﻌﺎﺻـــ ﻓـــﻲ ﻣRـــﺎل
.اﻟ5ﻔ* اﻟﻔﻘﻬﻲ ﻣ:اﻟ+راﺳﺎت اﻟﺎ!ﻘﺔ ذات اﻟ;ﻠﺔ ﻣ:اﻟ+راﺳﺎت اﻟﺎ!ﻘﺔ ذات اﻟ;ﻠﺔ 2ﺗﺟـــ 3ﻌـــ
اﻟ@5ـــ
اﻷﻛﺎدW1ـــﺔ
lاﻟ5ـــﻲ ﺗ0ﺎوﻟـــ اﺑـــ: اﻟﻌ9ـــﻲ و
ﺗﻔـــ*ﻩO، أﻛ5ﻔـــﻲ ﺑـــ
اﻟ@5ﺎﺑ*: اﻟ5ﺎﻟ**: ﻣ0ﻬﺎ: 2ﺗﺟـــ 3ﻌـــ
اﻟ@5ـــ
اﻷﻛﺎدW1ـــﺔ
lاﻟ5ـــﻲ ﺗ0ﺎوﻟـــ اﺑـــ: اﻟﻌ9ـــﻲ و
ﺗﻔـــ*ﻩO، أﻛ5ﻔـــﻲ ﺑـــ
اﻟ@5ﺎﺑ*: اﻟ5ﺎﻟ**: ﻣ0ﻬﺎ:
اﺑــ اﻟﻌ ــﻲ اﻟــﺎﻟ5ﻲ اﻹﺷــ? ﻠﻲ وﺗﻔــ
ﻩ أﺣــﺎم اﻟﻘــ آن. tﻣIــPﻔﻰ إﺑــا
اﻟ10ﻲ،
1، دار اﻟR*ﻞ، دار ﻋ1ﺎر، ﺑ*وت،
،ﻋ1ﺎن1991
.م
ﻣ;ـــﺎدر اﻟ4ﻔـــ
اﻟﻔﻘﻬـــﻲ ﻋـــ+ اﺑـــ اﻟﻌ ـــﻲ اﻟـــﺎﻟ5ﻲ ﻓـــﻲ .4ﺎ!ـــﻪ "أﺣـــﺎم
"اﻟﻘــــ آن. اﻟ9ــــﻊ ﷴ ﻣ0Iــــﻒ اﻟﻘ1ــــﺎﻲ،
1
،، دار اﻟﻔﻔــــﺎء، ــــاﺑﻠ
،ﻟ*Uـﺎ2009
.م وﻫـOا اﻟ@5ــﺎب ﻓـﻲ اﻷﺻــﻞ رﺳـﺎﻟﺔ ﻣﺎﺟـ5*، ﻗُــ ّ
ﻣl ﻓـﻲ ﻗــ
اﻟراﺳﺎت اﻹﺳﻼﻣﺔ ﻓﻲ ،ﻠﺔ اﻵداب، ﺟﺎﻣﻌﺔ اﻟﻔﺎﺗﺢ2008
/
2009م. :وﻗ اﺳ5ﻔت ﻣ:*ﻫOﯾ: اﻟ@5ﺎﺑ
.7ﻓﻲ ﻫOا اﻟ ﺗــّ اﺳــ5Qام اﻟ1ــ0ﻬﺞ *اﻟﺻــﻔﻲ اﻟــOV Wﻌ50ــﻲ 3ــﺎﻟ557ﻊ اﻟ1ــﻲ ﻟﻠ1ــﺎدة اﻟﻌﻠ1ــﺔ ﻟ5ﻔــ
.*"أﺣ'ﺎم اﻟﻘآن" 3Pﻘﺔ ﻋﻠ1ﺔ ﺗﻘم ﻋﻠﻰ اﻟ5I0e واﻟ5ﻠ*ﻞ واﻻﺳ505ﺎج واﻟ5ﻘ
اﻟ
4ﻬ+
أﻧـــvل ﷲ
:اﻟﻘـــآن اﻟ@ـــ ﻟ5ﻘ*ـــ ﻣﻘﺎﺻـــ n*ـــة، W1'ـــ: ﺟ1ﻌﻬـــﺎ ﻓـــﻲ ﻣﻘIـــﯾ
:ﻋp1*: ﻫ1ﺎ ﺗــّ اﺳــ5Qام اﻟ1ــ0ﻬﺞ *اﻟﺻــﻔﻲ اﻟــOV Wﻌ50ــﻲ 3ــﺎﻟ557ﻊ اﻟ1ــﻲ ﻟﻠ1ــﺎدة اﻟﻌﻠ1ــﺔ ﻟ5ﻔــ
.*"أﺣ'ﺎم اﻟﻘآن" 3Pﻘﺔ ﻋﻠ1ﺔ ﺗﻘم ﻋﻠﻰ اﻟ5I0e واﻟ5ﻠ*ﻞ واﻻﺳ505ﺎج واﻟ5ﻘ
اﻟ
4ﻬ+
أﻧـــvل ﷲ
:اﻟﻘـــآن اﻟ@ـــ ﻟ5ﻘ*ـــ ﻣﻘﺎﺻـــ n*ـــة، W1'ـــ: ﺟ1ﻌﻬـــﺎ ﻓـــﻲ ﻣﻘIـــﯾ
:ﻋp1*: ﻫ1ﺎ ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ :أوﻟﻬــﺎ
ﺗIــﺢ اﻟ5Iــر اﻟ7ــV ﺣــل ﻗrــﺔ وﺟــد ﷲ
،، وﻗrــﺎWﺎ اﻹﻧــﺎن
ﻣ: ﺣ* اﻟ1Uأ واﻟ1I*، وﺻﺎﻏﺔ رؤﺔ ﺟﯾة ﻟﻠ@ـن واﻟﻌـﺎﻟ، و9ـﺎن اﻟ1ـدات
واﻟﻌ0ﺎﺻـــ اﻟ10ﻬRـــﺔ اﻟ@UـــZ ﻟﻠ5ﻌﺎﻣـــﻞ ﻣﻌﻬ1ــــﺎ وﺗـــQ*ﻫ1ﺎ ﻓـــﻲ إـــﺎر ﻋUدWــــﺔ ﷲ
-ﺳـــ7ﺎﻧﻪ-
وﻣ0ﻬRـــﻪ، وﻣ0ﻔﻌـــﺔ ﺧﻠﻘـــﻪ أﺟ1ﻌـــ*:. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ
6 أﻫ3ﺔ اﻟ+راﺳﺔ وﻗـــ ﺗ@ﻔﱠﻠـــl آWـــﺎت اﻟﻌﻘ*ـــة واﻟ@ـــن
واﻟ5ــﺎرﺦ واﻟﻘIــ اﻟ1ــOرة ﻓــﻲ اﻟﻘــآن اﻟ@ــ ﺑUــﺎن ــﻞ ﻣــﺎ ﯾ5ﻌﻠــ ﺑﻬــOا اﻟ1ﻘIــ
.اﻷول :ﺛﺎﻧ
ﻬــﺎ
،ًﺗﻘــ وﺻــﻼح ﺳــﻠك اﻹﻧــﺎن ﻓــﻲ ﻫــOﻩ اﻷرض ﻓــداً ــﺎن أم ﺟ1ﺎﻋــﺔ
وﻣR51ﻌـﺎً ـﺎن أم أﻣـﺔً، وﻫاﯾ5ـﻪ إﻟـﻰ ﻣــﺎ Wـﺎﻋﻩ ﻋﻠـﻰ
ﺗﻐ**ـ ﺣﺎﺗـﻪ وﺗﺟ*ﻬﻬـﺎ ﻧــ
.ُاﻷﻓrﻞ ﻓﻲ ﻞ اﻷﻣر، وﻋﻠﻰ ﺎﻓﺔ اﻟIُﻌ وﻗـــ ﺗ@ﻔﱠﻠـــl ﺑﻬـــOا اﻟ1ﻘIـــ آWـــﺎت اﻟ5ـــﻊ واﻷﺧـــﻼق واﻟ59ـــﺔ واﻟـــﻠك اﻟ5ـــﻲ
ﻛﺎﻧـــl ﻣﺿـــﻊ اﻫ51ـــﺎم اﻟ1ﻔـــ: ﻣ0ـــO ﻧـــﺄة ﻋﻠـــ اﻟ5ﻔـــ* ﻧpـــاً ﻟﺎﺟـــﺔ اﻟ1R51ـــﻊ
اﻹﺳــﻼﻣﻲ اﻟ1ﻠــﺔ ﻣ0ــO ﻧــﺄﺗﻪ ﻟ1ﻌﻓــﺔ ﺷــع ﷲ واﻻﻟ5ــvام 3ــ 5ﻪ ﻋﻠــﻰ ﻣــ Z
اﻟq7ــﺎدات
.واﻟﻌﻘد واﻟ1ﻌﺎﻣﻼت، وﻞ وﺟﻩ اﻟﻔﻌﻞ اﻹﻧﺎﻧﻲ ﻓﻲ ﻞ ﻣ0ﺎﺣﻲ اﻟﺎة
وﻓــﻲ اﻟcﻘــﺔ ﻓﺈﻧــﻪ 3ــU
f0ــﺔ دﻻﻟــﺔ n*ــ ﻣــ: آWــﺎت اﻷﺣ'ــﺎم ﻋﻠــﻰ أﺣ'ﺎﻣﻬــﺎ ﻓﻘــ
lاﺧ5ﻠﻔl اﺳ507ﺎﺎت اﻟﻌﻠ1ﺎء ﻣ0ﻬﺎ، اﺑ5اءً ﻣ: ﻋIـ اﻟIـﺎ3ﺔ واﻟ5ـﺎ3ﻌ*:، واﺧ5ﻠﻔـ
3PUﻌــــﺔ اﻟــــﺎل اﻻﺟ5ﻬــــﺎدات اﻟﻔ ﻘﻬــــﺔ اﻟ1ــــ50ة إﻟــــﻰ ﻫــــOﻩ اﻵWــــﺎت ﺣــــ
ﻣ0ــــﺎﻫﺞ
. ِّاﻻﺟ5ﻬﺎد وأﺻﻟﻪ اﻟ5ﻲ Wﻌ51ﻫﺎ و* ﻋﻠ*ﻬﺎ ﻞ ﻓcﻪ وﻣﻔ
Vوﻗ ﺳﺎر اﻷﻣ ﻋﻠﻰ ﻫOا اﻟ10ـال ﻓـﻲ ﻋIـ اﻻﺟ5ﻬـﺎد اﻟﻔﻘﻬـﻲ وﺗـو: اﻟﻌﻠـم، أ
ﻓﻲ اﻟﻘون اﻟﻬRﺔ اﻟnﻼﺛﺔ اﻷوﻟﻰ، أﻣﺎ 3ﻌ ذﻟ، أV ﻓﻲ ﻋI اﺳـ5ﻘار اﻟ1ـOاﻫ
اﻟﻔﻘﻬــﺔ، واﻛ51ـــﺎ ل أﺻــﻟﻬﺎ اﻻﺟ5ﻬﺎدWـــﺔ، و9ﻌــ fﻬـــر اﻟ1ﻟﻔــﺎت اﻟﻔﻘﻬـــﺔ واﻟ5ﻔـــ*ﺔ
،اﻟ@UــــZ ﻓﻘــــ fﻬــــت ﻣR1ﻋــــﺔ ﻣــــ: اﻟ5ﻔﺎﺳــــ* اﺧ5Iــــl ﺑ5ﻔــــ* آWــــﺎت اﻟ5ــــﻊ
واﺳــ507ﺎ اﻷﺣ'ــﺎم ﻣ0ﻬــﺎ، وﻓــ أﺻــل وﻣ0pــر اﻟ1ــOﻫ
اﻟﻔﻘﻬــﻲ اﻟــOV ﯾ51ــOﻫ
3ــﻪ
اﻟ1ﻔِّ ــ اﻟﻔcــﻪ ﻣــﻊ اﻧﻔ5ــﺎح وﺣــار وﻧﻘــ ﻟ7cــﺔ اﻟ1ــOاﻫ
ﺑِ0َ ــ
ﻣQ5ﻠﻔــﺔ ﺣ ــ
ــﻞ
.ﻣﻔِّ ، واﺳ51 ﻫOا اﻷﻣ ﺣ5ﻰ وﺻﻠ0ﺎ إﻟﻰ اﻟﻌI اﻟﯾ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ
6 26 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن وﻫ'ــOا ﻓﺈﻧ0ــﺎ ﻧRــ ﺑــ*: أﯾــﯾ0ﺎ اﻟ*ــم ﻋــداً ﻣــ: 5ــ
اﻟ5ﻔــ* اﻟﻔﻘﻬــﻲ1
، اﻟ5ــﻲ ﺗــﻬ
31ــZ ﻋ0ﺎWــﺔ اﻷﻣــﺔ 3ــﺎﻟﻘآن اﻟ@ــ، وﻣــZ ﻋ0ﺎﯾ5ﻬــﺎ وﺣﺻــﻬﺎ ﻋﻠــﻰ ﺿــ7u وﺗ0pــ
ﻛــﻞ ﺗﻔﺎﺻــ*ﻞ ﺣــﺎة أﻓادﻫــﺎ وﻣR51ﻌﺎﺗﻬــﺎ وﻓــ ﻣ0pﻣــﺔ اﻷﺣ'ــﺎم وا ﻟcــ اﻟﻘآﻧــﺔ اﻟ5ــﻲ
أﻧvﻟﻬﺎ ﷲ ﺗﻌﺎﻟﻰ ﻟ5@ن رﺣ1ﺔ وﺷﻔﺎء ﻟﻠ1ﻣ0*: وﻟ5Qج اﻟ0ـﺎس
ًﺟ1ﻌـﺎ
ﻣـ: اﻟpﻠ1ـﺎت
0إﻟﻰ اﻟ:ر، Wﻘل ﷲ ﺗﻌﺎﻟﻰ
ِاﻟَﺮ ﻛِﺘَﺎبٌ أَﻧﺰَﻟْﻨَﺎهُ إِﻟَﻴْﻚَ ﻟِﺘُ%ْ ِجَ اﻟﻨ#ـﺎسَ ﻣِـﻦَ اﻟﻈﻠُﻤَـﺎتِ إَِـ اﻟﻨـﻮرِ ﺑِـِذْن
ِرَﺑ43ِﻢْ إَِ 2ِ َاطِ اﻟْﻌَﺰِﻳﺰ ِاﻟْﺤَﻤِﻴﺪ
2. وﻗ ﺷﻬت ﺣﺔ اﻟ5ﻔ* اﻟﻔﻘﻬﻲ اﻟPﻠﺔ ﻣﻘﺎر9ﺎت ﻣ0ﻬRﺔ ﻣ50ﻋﺔ وﻣ5ﻌدة
ﻣــ: ﺣ*ــ اﻟ1ــZ واﻟ1Iــﺎدر وﻘــﺔ اﻟﻌــض واﻟ1ــ0ﻬﺞ 3ــU
ﻋاﻣــﻞ ﻋﯾــة ﻣ0ﻬــﺎ
،اﻟQﻠ_ﺔ اﻟ1OﻫUﺔ اﻟ@ﻼﻣﺔ واﻟﻔﻘﻬﺔ ﻟﻠ1ﻔِّ ، واﺧـ5ﻼف ﻗIـ ـﻞ ﻣﻔِّ ـ ﻣـ: ﻋ1ﻠـﻪ
*9ﻓrﻼً ﻋ: اﺧ5ﻼف ﻋIر اﻟ1ﻔ: و ،ﺎﺗﻬ اﻟﻌﻠ1ﺔ، وﺗ@0ﻬ اﻟﻌﻠ1ﻲ اﻟQﺎص
واﻟﻌﻠـــ اﻟـــOV ﻏﻠـــ
ﻋﻠـــﻰ ـــﻞ واﺣـــ ﻣـــ0ﻬ، وﻣـــZ ﺗـــﺄﺛﻩ واﻫ51ﺎﻣـــﻪ 3ﻌIـــﻩ وأﺣاﻟـــﻪ
اﻟ5ﺎرQﺔ3. أﻫ3ﺔ اﻟ+راﺳﺔ .اﻟ1ﻌﺎﻓV، ﯾ05ﻬﻲ ﻧ7ﻪ إﻟﻰ ﻗPﺎن
) وُﻟـ اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﻋـﺎم468
ـﻫــ ،( ﻓـﻲ ﻣﯾ0ـﺔ إﺷـU*ﻠﺔ، ﻓـﻲ 3ـﻼد اﻷﻧــﻟ
ﻓﻲ ﺑ*l ﻋﻠٍ وﺳﺎﺳﺔ، ﻓاﻟﻩ أﺑ ﷴ ﻋU ﷲ ﺑ: اﻟﻌ9ﻲ، ﺎن ﻣ: وﺟﻬـﺎء وأwـﺎن
وﻋﻠ1ــﺎء إﺷــU*ﻠﺔ اﻟ7ــﺎرز:، ﺣ*ــ ــﺎن وزــاً ﻟﻠ1ﻌ51ــ ﺑــ: w7ﱠــﺎد آﺧِــ ﻣﻠــك إﺷــU*ﻠﺔ
ﻗUـﻞ ﺳـﻘﻬﺎ ﻋﻠـﻰ ﯾـ اﻟ1ـا3P*:، وـﺎن ﻣـ: أﻫـﻞ اﻵداب اﻟاﺳـﻌﺔ واﻟ5ﻔـ0: واﻟUاﻋـﺔ
ًZﻓـﻲ ﻋﻠــم ﺷـ5ﻰ، وــﺎن ﻣــ: 7ـﺎر أﺻــﺎب اﺑـ: ﺣــvم اﻟpــﺎﻫV، وـﺎن ﺑ*5ــﻪ ﻣ05ــ
ﻟﻠﻌﻠ1ﺎء واﻷد3ﺎء، وﻟﻪ ﯾﺟﻊ اﻟﻔrﻞ 1ﺎ ﺣIﱠﻠﻪ اﺑ0ﻪ أﺑ ،3' ﻣ: ﻋﻠم وﻣﻌﺎرف
) وﻣﺎ ﺗﻬﺄ ﻟﻪ ﻣ: ﻟﻘﺎء أﺋ1ﺔ اﻟﻌﻠ واﻟﯾ: ﻓﻲ ﻋIﻩ، ﺗﻓﻲ ﻓﻲ ﻋﺎم493
ﻫــ.(
،ﺑــأ اﺑــ: اﻟﻌ9ــﻲ ﺗIــ*ﻠﻪ اﻟﻌﻠ1ــﻲ ﻋﻠــﻰ ﯾــ واﻟــﻩ، ﻓﻌ0ــﻪ أﺧــO ﺗﻌﻠ1ــﻪ اﻷوﱠﻟــﻲ
وﻟ@ــ: ﻟ@nــة أﺷــﻐﺎل واﻟــﻩ وارﺗ7ﺎــﻪ 31ﻬــﺎم اﻟوﻟــﺔ 3ﺎﻋ57ــﺎرﻩ وزــاً ﻷﻣ*ــ إﺷــU*ﻠﺔ ﻓــﻲ
lذﻟــ اﻟﻗــ-
اﻟ1ﻌ51ــ
ﺑــ: w7ــﺎد-
u7ﻓﻘــ ﻋﻬــ 3ــﻪ إﻟــﻰ ﺛﻼﺛــﺔ ﻣﻌﻠ1ــ*:، أﺣــﻫ ﻟrــ
،اﻟﻘــآن اﻟ@ــ 3ﺄﺣﻓــﻪ اﻟــ7ﻌﺔ، واﻟnــﺎﻧﻲ ﻟ5ﻌﻠ1ــﻪ اﻟﻌ9ــﺔ، واﻟnﺎﻟــ ﻟ17ــﺎد¤ اﻟــﺎب
:ﻓOق اﻟﻘآن، وﻫ اﺑ: ﺗﻊ ﺳ0*:، وﻟ ﯾUﻠـﻎ اﻟﺎدﺳـﺔ ﻋـة ﻣـ: ﻋ1ـﻩ ﺣ5ـﻰ أﺗﻘـ
اﻟﻘاءات اﻟﻌ، وﺟ1ﻊ ﻓ0ﻧﺎً ﻣ: اﻟﻌ9ﺔ، وﻣَﻬَ ﻓﻲ اﻟﻠﻐﺔ واﻷدب واﻟﻌ1. :اﻟWﻠV اﻟZﺎﻧﻲ
رﺣﻠ4ﻪ اﻟﻌﻠ3ﺔ إﻟﻰ اﻟ9 ق
ﻣﺎ إن ﺑﻠﻎ اﺑ: اﻟﻌ9ﻲ اﻟﺎ3ﻌﺔ ﻋة ﻣ: ﻋ1ﻩ، ﺣ5ﻰ ﺷع 3Iـ7ﺔ واﻟـﻩ ﻓـﻲ
رﺣﻠــﺔ ﻋﻠ1ــﺔ إﻟــﻰ ﺣاﺿــ اﻟﻐــب اﻹﺳــﻼﻣﻲ، وﻣاﻛــv اﻟﻌﻠــ ﻓــﻲ اﻟــق اﻹﺳــﻼﻣﻲ
) ﻟ1ـــة زادت ﻋﻠـــﻰ ﻋـــ ﺳـــ0ات485
-
495
Vه(. أﻫ3ﺔ اﻟ+راﺳﺔ 1
(
ﻧـــO ﻣـــ: ﺑـــ*: أﺑـــز ﻫـــOﻩ اﻟ5ﻔﺎﺳـــ* ﻋ0ـــ اﻟﻌﻠ1ـــﺎء اﻟ15ﻘـــﻣ*:: "أﺣ'ـــﺎم اﻟﻘـــآن" ﻹﺳـــ1ﺎﻋ*ﻞ ﺑـــ: إﺳـــ اﻟRﻬrـــ1ﻲ
اﻟ1ــﺎﻟ@ﻲ )ت282
،(ه "أﺣ'ــﺎم اﻟﻘــآن" ﻟﻠRIــﺎص اﻟ0ﻔــﻲ )ت371
ه(، "أﺣ'ــﺎم اﻟﻘــآن" ﻟﻠ@ــﺎ اﻟﻬاﺳــﻲ اﻟــﺎﻓﻌﻲ
)ت405
ه(، "أﺣ'ــــﺎم اﻟﻘــــآن" ﻻﺑــــ: اﻟﻌ9ــــﻲ اﻟ1ــــﺎﻟ@ﻲ )ت543
ه(، "اﻟRــــﺎﻣﻊ ﻷﺣ'ــــﺎم اﻟﻘــــآن" ﻟﻠﻘUــــﻲ اﻟ1ــــﺎﻟ@ﻲ
)ت671
ه(، "ﻛ0ـــv اﻟﻌﻓـــﺎن ﻓـــﻲ ﻓﻘـــﻪ اﻟﻘـــآن" ﻟ1ﻘـــاد اﻟـــ*رV اﻹﻣـــﺎﻣﻲ )ت826
ه(، "اﻟn1ـــات اﻟﺎﻧ ﻌـــﺔ واﻷﺣ'ـــﺎم
اﻟاﺿﺔ اﻟﻘﺎﻌﺔ" ﻟ*ﺳﻒ اﻟnﻼﺛﻲ اﻟvـV )ت832
:ه(. وﻧـO ﻣـ: ﺑـ*: أﺑـز ﻫـOﻩ اﻟ5ﻔﺎﺳـ* ﻓـﻲ اﻟﻌIـ اﻟـﯾ
،:"ﻧ*ــﻞ اﻟ1ــام ﻓــﻲ ﺗﻔــ* آWــﺎت اﻷﺣ'ــﺎم" ﻟ11ــ ﺻــﯾ ﺧــﺎن، "ﺗﻔــ* آWــﺎت اﻷﺣ'ــﺎم" ﻟ11ــ ﻋﻠــﻲ اﻟــﺎW وآﺧــ
"" ،"ﺗﻔ* آWﺎت اﻷﺣ'ﺎم" ﻟ10ﺎع اﻟﻘPﺎن
+آWـــﺎت اﻷﺣ'ـــﺎم،: ﺗﻔـــ* واﺳـــ507ﺎ" ﻟ0ـــر اﻟـــﯾ: ﻋ5ـــ. اﻧpـــ، ﷴ ﺣـــ*: اﻟـــOﻫUﻲ
،اﻟ4ﻔـــ
واﻟﻔـــ ون
6
،
،)ﺑ*وت، ﻣ'57ﺔ وt7ﺔ1995
،(م2
/
467
-
473
؛+اﻟ4ﻔ
واﻟﻔ ون ﻓﻲ ﺛJﻪ اﻟI+ﯾ ،، ﻋUـ اﻟﻐﻔـر ﺟﻌﻔـ
1
،)اﻟﻘﺎﻫة، دار اﻟﻼم2007
،(م525
-
532
،؛ ﻋU رب اﻟ0Uﻲ ﻋﺎﻟ اﻟ4ﻔـ
اﻟﻔﻘﻬـﻲ اﻟ,ـ+ﯾO: ﻗMـﺎLﺎ أﺻـJﻟ3ﺔ
وﻓﻘﻬ3ﺔ ،، )ﻣ0رات ﺟﺎﻣﻌﺔ ﻋU اﻟ1ﺎﻟ اﻟﻌV، ﺗPان2005
،(
1
/
12
-
37
. 2
(
،tﺳرة إﺑا
:اﻵWﺔ
1
. 3
(
،ﻗــﺎرن ﺑــــــ: ﻓﻬــ اﻟوﻣــﻲ
أﺻــJل اﻟ4ﻔــ
وﻣﺎﻫIــﻪ ،
1
،، ) اﻟــﺎض: ﻣ'57ــﺔ اﻟ59ــﺔ
1413
(
91
-
95
؛ ﻧﺎﺋﻠــﺔ
،Vاﻟـــــﻠ*0ﻲ اﻟاﺿــــــ ﻗMـــــﺎLﺎ
اﻷﺳــــــ ة واﺧــــــ4ﻼف اﻟ4ﻔﺎﺳــــــ ،
1) اﻟـــــار اﻟUrــــــﺎ ،ء ﺑ*ـــــوت: اﻟ1ــــــv اﻟnﻘــــــﺎﻓﻲ
،اﻟﻌ9ﻲ2002
،(
24
-
27
. 3
(
،ﻗــﺎرن ﺑــــــ: ﻓﻬــ اﻟوﻣــﻲ
أﺻــJل اﻟ4ﻔــ
وﻣﺎﻫIــﻪ ،
1
،، ) اﻟــﺎض: ﻣ'57ــﺔ اﻟ59ــﺔ
1413
(
91
-
95
؛ ﻧﺎﺋﻠــﺔ
،Vاﻟـــــﻠ*0ﻲ اﻟاﺿــــــ ﻗMـــــﺎLﺎ
اﻷﺳــــــ ة واﺧــــــ4ﻼف اﻟ4ﻔﺎﺳــــــ ،
1) اﻟـــــار اﻟUrــــــﺎ ،ء ﺑ*ـــــوت: اﻟ1ــــــv اﻟnﻘــــــﺎﻓﻲ
،اﻟﻌ9ﻲ2002
،(
24
-
27
. أﻫ3ﺔ اﻟ+راﺳﺔ ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ :اﻟU,O اﻷول
اﻟﻘﺎﺿﻲ اﺑ اﻟﻌ
ﻲ: ﺣ3ﺎﺗﻪ وﺗ5J-ﻪ اﻟﻌﻠﻲ وﻋ; ﻩ
:اﻟWﻠV اﻷول وﻻدﺗﻪ وﻧ9ﺄﺗﻪ
ﻫـــ أﺑـــ 3'ـــ ﷴ ﺑـــ: ﻋUـــ ﷲ ﺑـــ: ﷴ ﺑـــ: ﻋUـــ ﷲ ﺑـــ: أﺣ1ـــ ﺑـــ: اﻟﻌ9ـــﻲ
.اﻟ1ﻌﺎﻓV، ﯾ05ﻬﻲ ﻧ7ﻪ إﻟﻰ ﻗPﺎن
) وُﻟـ اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﻋـﺎم468
ـﻫــ ،( ﻓـﻲ ﻣﯾ0ـﺔ إﺷـU*ﻠﺔ، ﻓـﻲ 3ـﻼد اﻷﻧــﻟ
ﻓﻲ ﺑ*l ﻋﻠٍ وﺳﺎﺳﺔ، ﻓاﻟﻩ أﺑ ﷴ ﻋU ﷲ ﺑ: اﻟﻌ9ﻲ، ﺎن ﻣ: وﺟﻬـﺎء وأwـﺎن
وﻋﻠ1ــﺎء إﺷــU*ﻠﺔ اﻟ7ــﺎرز:، ﺣ*ــ ــﺎن وزــاً ﻟﻠ1ﻌ51ــ ﺑــ: w7ﱠــﺎد آﺧِــ ﻣﻠــك إﺷــU*ﻠﺔ
ﻗUـﻞ ﺳـﻘﻬﺎ ﻋﻠـﻰ ﯾـ اﻟ1ـا3P*:، وـﺎن ﻣـ: أﻫـﻞ اﻵداب اﻟاﺳـﻌﺔ واﻟ5ﻔـ0: واﻟUاﻋـﺔ
ًZﻓـﻲ ﻋﻠــم ﺷـ5ﻰ، وــﺎن ﻣــ: 7ـﺎر أﺻــﺎب اﺑـ: ﺣــvم اﻟpــﺎﻫV، وـﺎن ﺑ*5ــﻪ ﻣ05ــ
ﻟﻠﻌﻠ1ﺎء واﻷد3ﺎء، وﻟﻪ ﯾﺟﻊ اﻟﻔrﻞ 1ﺎ ﺣIﱠﻠﻪ اﺑ0ﻪ أﺑ ،3' ﻣ: ﻋﻠم وﻣﻌﺎرف
) وﻣﺎ ﺗﻬﺄ ﻟﻪ ﻣ: ﻟﻘﺎء أﺋ1ﺔ اﻟﻌﻠ واﻟﯾ: ﻓﻲ ﻋIﻩ، ﺗﻓﻲ ﻓﻲ ﻋﺎم493
ﻫــ.(
،ﺑــأ اﺑــ: اﻟﻌ9ــﻲ ﺗIــ*ﻠﻪ اﻟﻌﻠ1ــﻲ ﻋﻠــﻰ ﯾــ واﻟــﻩ، ﻓﻌ0ــﻪ أﺧــO ﺗﻌﻠ1ــﻪ اﻷوﱠﻟــﻲ
وﻟ@ــ: ﻟ@nــة أﺷــﻐﺎل واﻟــﻩ وارﺗ7ﺎــﻪ 31ﻬــﺎم اﻟوﻟــﺔ 3ﺎﻋ57ــﺎرﻩ وزــاً ﻷﻣ*ــ إﺷــU*ﻠﺔ ﻓــﻲ
lذﻟــ اﻟﻗــ-
اﻟ1ﻌ51ــ
ﺑــ: w7ــﺎد-
u7ﻓﻘــ ﻋﻬــ 3ــﻪ إﻟــﻰ ﺛﻼﺛــﺔ ﻣﻌﻠ1ــ*:، أﺣــﻫ ﻟrــ
،اﻟﻘــآن اﻟ@ــ 3ﺄﺣﻓــﻪ اﻟــ7ﻌﺔ، واﻟnــﺎﻧﻲ ﻟ5ﻌﻠ1ــﻪ اﻟﻌ9ــﺔ، واﻟnﺎﻟــ ﻟ17ــﺎد¤ اﻟــﺎب
:ﻓOق اﻟﻘآن، وﻫ اﺑ: ﺗﻊ ﺳ0*:، وﻟ ﯾUﻠـﻎ اﻟﺎدﺳـﺔ ﻋـة ﻣـ: ﻋ1ـﻩ ﺣ5ـﻰ أﺗﻘـ
اﻟﻘاءات اﻟﻌ، وﺟ1ﻊ ﻓ0ﻧﺎً ﻣ: اﻟﻌ9ﺔ، وﻣَﻬَ ﻓﻲ اﻟﻠﻐﺔ واﻷدب واﻟﻌ1. :اﻟWﻠV اﻟZﺎﻧﻲ
رﺣﻠ4ﻪ اﻟﻌﻠ3ﺔ إﻟﻰ اﻟ9 ق
ﻣﺎ إن ﺑﻠﻎ اﺑ: اﻟﻌ9ﻲ اﻟﺎ3ﻌﺔ ﻋة ﻣ: ﻋ1ﻩ، ﺣ5ﻰ ﺷع 3Iـ7ﺔ واﻟـﻩ ﻓـﻲ
رﺣﻠــﺔ ﻋﻠ1ــﺔ إﻟــﻰ ﺣاﺿــ اﻟﻐــب اﻹﺳــﻼﻣﻲ، وﻣاﻛــv اﻟﻌﻠــ ﻓــﻲ اﻟــق اﻹﺳــﻼﻣﻲ
) ﻟ1ـــة زادت ﻋﻠـــﻰ ﻋـــ ﺳـــ0ات485
-
495
Vه(. ﻓـــvار وأﺧـــO اﻟﻌﻠـــ ﻋﻠـــﻰ أﯾـــ
1ﻋﻠ ،ﺎء: ﻣﺎﻟﻘﺔ، ﻏﻧﺎﺔ ، اﻟ1ـﺔ، 3RﺎWـﺔ، ﻋ0ﺎ3ـﺔ، ﺳﺳـﺔ، اﻟﻘ*ـوان، ﺑﻗـﺔ، اﻟﻘـﺎﻫة
1
(
،اﻧp، أﺣ1 ﺑ: ﷴ ﺑ: ﺧﻠ@ﺎن وa3ﺎت اﻷ`3ﺎن وأﻧUﺎء أﺑﺎء اﻟ^ﻣﺎن ،، ﺗﻘ* إﺣﺎن w7ﺎس
1، ﺑ*وت،
،دار ﺻﺎدر1971م ،
4
/
296
-
297
،. ﺷ1 اﻟﯾ: اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء
، ﺗﻘ*: ﺷﻌ*
اﻷرﻧ
ﺎؤو ¦ﷴ
،ﻧq اﻟﻌﻗﺳﻲ
1
،، ﺑ*وت، ﻣﺳﺔ اﻟﺳﺎﻟﺔ1985م ،
20
/
198
. أﻫ3ﺔ اﻟ+راﺳﺔ ﻓـــvار وأﺧـــO اﻟﻌﻠـــ ﻋﻠـــﻰ أﯾـــ
1ﻋﻠ ،ﺎء: ﻣﺎﻟﻘﺔ، ﻏﻧﺎﺔ ، اﻟ1ـﺔ، 3RﺎWـﺔ، ﻋ0ﺎ3ـﺔ، ﺳﺳـﺔ، اﻟﻘ*ـوان، ﺑﻗـﺔ، اﻟﻘـﺎﻫة ) وُﻟـ اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﻋـﺎم468
ـﻫــ ،( ﻓـﻲ ﻣﯾ0ـﺔ إﺷـU*ﻠﺔ، ﻓـﻲ 3ـﻼد اﻷﻧــﻟ
ﻓﻲ ﺑ*l ﻋﻠٍ وﺳﺎﺳﺔ، ﻓاﻟﻩ أﺑ ﷴ ﻋU ﷲ ﺑ: اﻟﻌ9ﻲ، ﺎن ﻣ: وﺟﻬـﺎء وأwـﺎن
وﻋﻠ1ــﺎء إﺷــU*ﻠﺔ اﻟ7ــﺎرز:، ﺣ*ــ ــﺎن وزــاً ﻟﻠ1ﻌ51ــ ﺑــ: w7ﱠــﺎد آﺧِــ ﻣﻠــك إﺷــU*ﻠﺔ
ﻗUـﻞ ﺳـﻘﻬﺎ ﻋﻠـﻰ ﯾـ اﻟ1ـا3P*:، وـﺎن ﻣـ: أﻫـﻞ اﻵداب اﻟاﺳـﻌﺔ واﻟ5ﻔـ0: واﻟUاﻋـﺔ
ًZﻓـﻲ ﻋﻠــم ﺷـ5ﻰ، وــﺎن ﻣــ: 7ـﺎر أﺻــﺎب اﺑـ: ﺣــvم اﻟpــﺎﻫV، وـﺎن ﺑ*5ــﻪ ﻣ05ــ
ﻟﻠﻌﻠ1ﺎء واﻷد3ﺎء، وﻟﻪ ﯾﺟﻊ اﻟﻔrﻞ 1ﺎ ﺣIﱠﻠﻪ اﺑ0ﻪ أﺑ ،3' ﻣ: ﻋﻠم وﻣﻌﺎرف
) وﻣﺎ ﺗﻬﺄ ﻟﻪ ﻣ: ﻟﻘﺎء أﺋ1ﺔ اﻟﻌﻠ واﻟﯾ: ﻓﻲ ﻋIﻩ، ﺗﻓﻲ ﻓﻲ ﻋﺎم493
ﻫــ.(
،ﺑــأ اﺑــ: اﻟﻌ9ــﻲ ﺗIــ*ﻠﻪ اﻟﻌﻠ1ــﻲ ﻋﻠــﻰ ﯾــ واﻟــﻩ، ﻓﻌ0ــﻪ أﺧــO ﺗﻌﻠ1ــﻪ اﻷوﱠﻟــﻲ
وﻟ@ــ: ﻟ@nــة أﺷــﻐﺎل واﻟــﻩ وارﺗ7ﺎــﻪ 31ﻬــﺎم اﻟوﻟــﺔ 3ﺎﻋ57ــﺎرﻩ وزــاً ﻷﻣ*ــ إﺷــU*ﻠﺔ ﻓــﻲ
lذﻟــ اﻟﻗــ-
اﻟ1ﻌ51ــ
ﺑــ: w7ــﺎد-
u7ﻓﻘــ ﻋﻬــ 3ــﻪ إﻟــﻰ ﺛﻼﺛــﺔ ﻣﻌﻠ1ــ*:، أﺣــﻫ ﻟrــ
،اﻟﻘــآن اﻟ@ــ 3ﺄﺣﻓــﻪ اﻟــ7ﻌﺔ، واﻟnــﺎﻧﻲ ﻟ5ﻌﻠ1ــﻪ اﻟﻌ9ــﺔ، واﻟnﺎﻟــ ﻟ17ــﺎد¤ اﻟــﺎب
:ﻓOق اﻟﻘآن، وﻫ اﺑ: ﺗﻊ ﺳ0*:، وﻟ ﯾUﻠـﻎ اﻟﺎدﺳـﺔ ﻋـة ﻣـ: ﻋ1ـﻩ ﺣ5ـﻰ أﺗﻘـ
اﻟﻘاءات اﻟﻌ، وﺟ1ﻊ ﻓ0ﻧﺎً ﻣ: اﻟﻌ9ﺔ، وﻣَﻬَ ﻓﻲ اﻟﻠﻐﺔ واﻷدب واﻟﻌ1. :اﻟWﻠV اﻟZﺎﻧﻲ
رﺣﻠ4ﻪ اﻟﻌﻠ3ﺔ إﻟﻰ اﻟ9 ق
ﻣﺎ إن ﺑﻠﻎ اﺑ: اﻟﻌ9ﻲ اﻟﺎ3ﻌﺔ ﻋة ﻣ: ﻋ1ﻩ، ﺣ5ﻰ ﺷع 3Iـ7ﺔ واﻟـﻩ ﻓـﻲ
رﺣﻠــﺔ ﻋﻠ1ــﺔ إﻟــﻰ ﺣاﺿــ اﻟﻐــب اﻹﺳــﻼﻣﻲ، وﻣاﻛــv اﻟﻌﻠــ ﻓــﻲ اﻟــق اﻹﺳــﻼﻣﻲ
) ﻟ1ـــة زادت ﻋﻠـــﻰ ﻋـــ ﺳـــ0ات485
-
495
Vه(. ﻓـــvار وأﺧـــO اﻟﻌﻠـــ ﻋﻠـــﻰ أﯾـــ
1ﻋﻠ ،ﺎء: ﻣﺎﻟﻘﺔ، ﻏﻧﺎﺔ ، اﻟ1ـﺔ، 3RﺎWـﺔ، ﻋ0ﺎ3ـﺔ، ﺳﺳـﺔ، اﻟﻘ*ـوان، ﺑﻗـﺔ، اﻟﻘـﺎﻫة 1
(
،اﻧp، أﺣ1 ﺑ: ﷴ ﺑ: ﺧﻠ@ﺎن وa3ﺎت اﻷ`3ﺎن وأﻧUﺎء أﺑﺎء اﻟ^ﻣﺎن ،، ﺗﻘ* إﺣﺎن w7ﺎس
1، ﺑ*وت،
،دار ﺻﺎدر1971م ،
4
/
296
-
297
،. ﺷ1 اﻟﯾ: اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء
، ﺗﻘ*: ﺷﻌ*
اﻷرﻧ
ﺎؤو ¦ﷴ
،ﻧq اﻟﻌﻗﺳﻲ
1
،، ﺑ*وت، ﻣﺳﺔ اﻟﺳﺎﻟﺔ1985م ،
20
/
198
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 28 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن اﻟﻘـــس، دﻣـــ، 3ﻐـــاد، ﻣ'ـــﺔ اﻟ1'ﻣـــﺔ، اﻟ1ﯾ0ـــﺔ اﻟ10ـــرة، اﻹﺳـــ'0رﺔ. أﻫ3ﺔ اﻟ+راﺳﺔ وﻓـــﻲ ﻫـــOﻩ
اﻟ1اﺋ: اﻟﻌﻠ1ﺔ ﺣIﱠﻞَ اﺑ: اﻟﻌ9ﻲ ﻗﺎﻋﺗﻪ اﻟﻌﻠ1ﺔ اﻟاﺳQﺔ واﻟﺎﻣﻠﺔ ﻓﻲ ﻞ اﻟﻌﻠم
.اﻹﺳﻼﻣﺔ واﻟﻠﻐـﺔ اﻟﻌ9ـﺔ وآداﺑﻬـﺎ ،ﻓﻘـ ﺗ7ﱠـ ﻓـﻲ ﻋﻠـم اﻟﻘـآن واﻟ5ﻔـ* واﻟﻘـاءات
وﻋﻠـــم اﻟـــﯾ دراWـــﺔً ورواWـــﺔً، وﻋﻠـــ اﻟ@ـــﻼم واﻟﻌﻘﺎﺋـــ واﻟﻔِـــَق، واﻟ5Iـــف، وﻋﻠـــم
اﻟ0ـــ واﻟIـــف واﻟ7ﻼﻏـــﺔ، واﻟـــﻌ واﻷدب واﻟ5ـــﺎرﺦ. وﻋـــﺎد ﻣـــ: رﺣﻠ5ـــﻪ إﻟـــﻰ 3ـــﻼد
اﻷﻧﻟ ﺑvادٍ ﻋﻠ1ﻲ ﻟ WU أن ﻋـﺎد 3ـﻪ أV ﻋـﺎﻟ أﻧﻟـﻲ آﺧـ زار وﻠـ
اﻟﻌﻠـ
ﻓﻲ 3ﻼد اﻟق اﻹﺳﻼﻣﻲ1. :ﻗـﺎل ﻋ0ـﻪ اﻟـ*ﻲ ﻓـﻲ 5ﺎ3ـﻪ 7ﻘـﺎت اﻟ1ﻔـ : ".. وﻋـﺎد]اﺑـ: اﻟﻌ9ـﻲ[
إﻟـﻰ ﺑﻠـﻩ
3ﻌﻠ n* ﻟ ﯾُﺧﻠﻪ أﺣٌ ﻣ: ﻗUﻠﻪ ﻣ1: ﺎﻧl ﻟﻪ رﺣﻠﺔ إﻟﻰ اﻟ1ق، وﺎن ﻣ: أﻫﻞ
اﻟ5ﻔ0: ﻓﻲ اﻟﻌﻠم واﻻﺳ57ﺎر ﻓ*ﻬـﺎ واﻟR1ـﻊ ﻟﻬـ.ﺎ ﻣﻘـﱠﻣﺎً ﻓـﻲ اﻟ1ﻌـﺎرف ﻠﻬـﺎ
أﺣـ
ْ:ﻣـ
ﺑﻠــﻎ رﺗ7ــﺔ اﻻﺟ5ﻬــﺎد، وأﺣــ
ًﻣــ: اﻧﻔــد 3ﺎﻷﻧــﻟ 3ﻌﻠــ اﻹﺳــ0ﺎد، ﺛﺎﻗــ
اﻟــOﻫ: ﻣﻼزﻣــﺎ
"ﻟ0 اﻟﻌﻠ، ﺻﺎرﻣﺎً ﻓﻲ أﺣ'ﺎﻣﻪ ﻫ*9ﺎ ﻋﻠﻰ اﻟpﻠ1ﺔ2
. ﻲ
ﻹ
ﻲ 3
:ﻗـﺎل ﻋ0ـﻪ اﻟـ*ﻲ ﻓـﻲ 5ﺎ3ـﻪ 7ﻘـﺎت اﻟ1ﻔـ : ".. وﻋـﺎد]اﺑـ: اﻟﻌ9ـﻲ[
إﻟـﻰ ﺑﻠـﻩ
3ﻌﻠ n* ﻟ ﯾُﺧﻠﻪ أﺣٌ ﻣ: ﻗUﻠﻪ ﻣ1: ﺎﻧl ﻟﻪ رﺣﻠﺔ إﻟﻰ اﻟ1ق، وﺎن ﻣ: أﻫﻞ
اﻟ5ﻔ0: ﻓﻲ اﻟﻌﻠم واﻻﺳ57ﺎر ﻓ*ﻬـﺎ واﻟR1ـﻊ ﻟﻬـ.ﺎ ﻣﻘـﱠﻣﺎً ﻓـﻲ اﻟ1ﻌـﺎرف ﻠﻬـﺎ
أﺣـ
ْ:ﻣـ
ﺑﻠــﻎ رﺗ7ــﺔ اﻻﺟ5ﻬــﺎد، وأﺣــ
ًﻣــ: اﻧﻔــد 3ﺎﻷﻧــﻟ 3ﻌﻠــ اﻹﺳــ0ﺎد، ﺛﺎﻗــ
اﻟــOﻫ: ﻣﻼزﻣــﺎ
"ﻟ0 اﻟﻌﻠ، ﺻﺎرﻣﺎً ﻓﻲ أﺣ'ﺎﻣﻪ ﻫ*9ﺎ ﻋﻠﻰ اﻟpﻠ1ﺔ2
. :OاﻟWﻠV اﻟZﺎﻟ ﺷ
Jﺧﻪ ذﻧﺎ ﻓﻲ اﻟﻔﻘة اﻟﺎ3ﻘﺔ أن اﺑ: اﻟﻌ9ﻲ ﺗﻠﻘﻰ اﻟﻌﻠ ﻋﻠﻰ أﻛﺎﺑ ﻋﻠ1ﺎء ﻋIـﻩ
اﻟـــOﯾ: اﻟ5ﻘـــﻰ ﺑﻬـــ ﻓـــﻲ 3ـــﻼد اﻟـــق اﻹﺳـــﻼ ﻣﻲ، وﻧـــ: ﻫ0ـــﺎ ﻧـــO ﻣـــ: ﺑـــ*: ﻫـــﻻء
اﻟﻌﻠ1ــﺎء اﻷﺳــ1ﺎء اﻟ5ﺎﻟــﺔ ﻓﻘــu: اﻟﻔcــﻪ أﺑــ 3'ــ اﻟPﺷــﻲ اﻟ1ــﺎﻟ@ﻲ، واﻟﻘﺎﺿــﻲ أﺑــ
اﻟـــ: ﻣ'ـــم ﺑـــ: ﻣـــزوق، وأﺑـــ اﻟﻔـــ5ﺢ اﻟ1ﻘﺳـــﻲ اﻟـــOV أﺧـــO ﻋ0ـــﻪ 5ـــ
اﻟIـــﺎح
وﻏ*ﻫﺎ، وأﺑ اﻟﻔrﻞ اﻷﺑ*ردV اﻷدﯾ
اﻟ1ﻬر، وأﺑ ﷴ اﻟ*: اﻟPUـV، وأﺑـ
:3'ــــ ﷴ ﺑــــ
أﺣ1ــــ اﻟﺎﺷــــﻲ رﺋــــ اﻟــــﺎﻓqﺔ ﻓــــﻲ 3ﻐــــاد وﻣــــ: ﻋﻠ1ــــﺎء اﻟ1رﺳــــﺔ
،اﻟ0pﺎﻣــﺔ، وﺣRــﺔ اﻹﺳــﻼم أﺑــ ﺣﺎﻣــ اﻟﻐvاﻟــﻲ ﺣ*ــ ﻗــأ ﻋﻠــﻪ ﻣR1ﻋــﺔً ﻣــ: 57ــﻪ
:وﻫ اﻟOV أَدﺧﻞَ إﻟﻰ اﻷﻧﻟ 5ﺎ3ـﻪ إﺣـﺎء ﻋﻠـم اﻟـﯾ:؛ وأﺑـ اﻟﻘﺎﺳـ إﺳـ1ﺎﻋ*ﻞ ﺑـ 1
(
،اﻧp، ﺷ1 اﻟﯾ: اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء ،
20
/
197
-
199
. ،Vأﺣ1 ﺑ: ﷴ اﻷدﻧﻪ و bUﻘﺎت
- اﻟﻔ ،VvQ، ﺗﻘ* ﺳﻠ1ﺎن ﺑ: ﺻﺎﻟﺢ اﻟ
1
، اﻟ1ﯾ0ﺔ اﻟ10رة: ﻣ ،''57ﺔ اﻟﻌﻠم واﻟ1417
/ه1997م ،
180
-
181
. 2
(
،ﺟﻼل اﻟﯾ: اﻟ*ﻲ- bUﻘﺎت اﻟﻔ ،1، ﺗﻘ* ﻋﻠﻲ ﷴ ﻋ
1
،
،اﻟﻘﺎﻫة: ﻣ'57ﺔ وt7ﺔ1396
/
1976
،
105
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 29 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ VvﻋU اﻟ1ﻠ اﻟﺎﻛ1ﻲ اﻟPﺳﻲ، وأﺑ زﺎ W*ﻰ ﺑ: ﻋﻠﻲ اﻟ5Uـ
ﺷـﺦ 3ﻐـاد ﻓـﻲ
،Vاﻟﻠﻐﺔ و اﻷدب، واﻟﺎﻓª أﺑـ ﻋـﺎﻣ ﷴ ﺑـ: ﺳـﻌون اﻟ1*ـرﻗﻲ اﻟ7ﻐـادV اﻟpـﺎﻫ
:وأﺑــ اﻟــ*: ﷴ ﺑــ: Wﻌﻠــﻰ اﻟﻔــاء اﻟ0Uﻠــﻲ، واﻟــﺎﻓª أﺑــ ﷴ ﺟﻌﻔــ ﺑــ: أﺣ1ــ ﺑــ
اﻟـاج اﻟ0Uﻠـﻲ ﻣﻘـ¤ 3ﻐــاد1
. 1
(
،pاﻧ
،اﺑ: ﺧﻠ@ﺎن
وa3ﺎت اﻷ`3ﺎن،
4
/
296
،؛ اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء ،
20
/
198
-
199
.
2
(
،اﻧp، اﺑ: ﺧﻠ@ﺎن وa3ﺎت اﻷ`3ﺎن ،
4
/
297
،؛ اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء ،
20
/
200
-
201
. :OاﻟWﻠV اﻟZﺎﻟ ﺷ
Jﺧﻪ وﻫ'ـOا ﻓﺈﻧ0ـﺎ ﻧــرك ﻣـ: ﺗ0ـّع ﺷــ*خ اﺑـ: اﻟﻌ9ـﻲ، ﻣــﺎ
ﺑ*: ﺣ0ﻔﻲ وﺷﺎﻓﻌﻲ وﺣ0Uﻠ ،ٍﻲ وﻣﺎﻟ@ﻲ وfﺎﻫV، وﻣ: ﺗ0ّع ﻣﺎ اﻣ5ﺎزوا 3ـﻪ ﻣـ: ﻗـاءة
َوﺗﻔـــ*، وﺗـــﯾ، وﻓﻘـــﻪ، وأﺻـــل، وﻟﻐـــﺔٍ، وأدب، وﺗIـــفٍ ، وﻋﻠـــ ـــﻼم، ﺣRـــ
.وﺗ0ّعَ وﺷ1ل اﻟﻌﻠ اﻟOV أﺣﺎ 3ﻪ أﺛ0ﺎء رﺣﻠ5ﻪ اﻟﻌﻠ1ﺔ اﻟ1Oرة :اﻟWﻠV اﻟ ا!ﻊ
3ﻋﻠﻪ ﻓﻲ اﻟﻘMﺎء واﻟ4ﻌﻠ
ﻋﺎد اﺑ: اﻟﻌ9ﻲ إﻟﻰ ﺑﻠـﻩ إﺷـU*ﻠﺔ 3ﻌـ أن ﺗـvوﱠد ﻣـ: ﻣاﻛـv اﻟﻌﻠـ ﻓـﻲ اﻟﻌـﺎﻟ
اﻹﺳــﻼﻣﻲ ﻓــﻲ ﻋIــﻩ، وأﺧــO ﻧIــ*7ﻪ ﻣــ: ﻣﻌــﺎرف زﻣ0ــﻪ، وﻓــﻲ اﻟcﻘــﺔ ﻓﻘــ ﺳــ7ﻘ5ﻪ
ﺳ1ﻌ5ﻪ اﻟﻌﻠ1ﺔ اﻟ@U*ة إﻟـﻰ و0ـﻪ، ﺣ*ـ ﺗـﺎﺑ اﻟ0ـﺎس إﻟـﻰ اﻟ5ﺣ*ـ
3ـﻪ واﻻﻟ5ﻘـﺎء
.3ﻪ، وﺷﱠ ﻼب اﻟﻌﻠ ﻣ: ﻞ أﻧﺎء اﻷﻧﻟ اﻟﺣﺎل إﻟـﻪ ﻟﺄﺧـOوا اﻟﻌﻠـ ﺑـ*: ﯾWـﻪ
وﻗ
ﻋف ﻗرﻩ اﻟﻌﻠ1ﻲ
–
ًأWrﺎ-
ﺣ'ﺎم وأﻣاء و0ﻪ، ووﻻﱠ :ﻩ أﻣ* إﺷU*ﻠﺔ "ﺳ* ﺑـ
أ
ﺑـــﻲ 3'ـــ اﻟﻠ15ـــﻧﻲ" ﻣ0Iـــ
اﻟـــرZ ﻟـــﻪ ، وﻫـــ ﻣ0Iـــ
رـــﻊ ﻻ WIـــﻞ إﻟـــﻪ إﻻ
،اﻟIـﻔة ﻣــ: اﻟﻌﻠ1ـﺎء واﻟﻔﻘﻬــﺎء، وRﻌﻠﻬــ ﻓـﻲ ﻣIــﺎفِّ اﻟــزراء وUـاء رﺟــﺎل اﻟوﻟــﺔ
وﻣــ: ﻫ0ــﺎ ﻓﻘــ وﺟــﻧﺎ 3ﻌــ2 ﻣﻌﺎﺻــﻪ WPﻠــ ﻋﻠــﻪ ﻟﻘــ اﻟــز. ﺛــ وﻟــﻲﱠ اﻟﻘrــﺎء
،:*ﻋﻠــــﻰ إﺷــــU*ﻠﺔ، ﻓ@ﺎﻧــــl ﻟــــﻪ ﺳــــرةٌ ﻣﻫ9ــــﺔ ﻓــــﻲ اﻟpــــﺎﻟ1*:، ﻣــــﻊ اﻟﻓــــ 3ﺎﻟ1ــــﺎﻛ
وﺻـــاﻣﺔٌ 3ـــﺎﻷﻣ 3ـــﺎﻟ1ﻌوف واﻟ0ﻬـــﻲ ﻋـــ: اﻟ10@ـــ2
،وﻟ@ـــ: و9ـــU
ﻫـــOﻩ اﻷﺳـــ7ﺎب
ﻣR51ﻌــﺔ ﻟــ ﯾ5ــ ﻟــﻪ اﻟ7ﻘــﺎء ﻣــة ــﺔ ﻓــﻲ ﻫــOا اﻟ10Iــ
ﻟ@nــة اﻟ15rــر: ﻣ0ــﻪ
اﻟOﯾ: ﻟ ﯾﺗﺎﺣا ﻟﻠ*ة اﻟﻌﺎدﻟ
ﺔ اﻟ5ﻲ ﺳﻠ@ﻬﺎ ﻫOا اﻟﻘﺎﺿﻲ اﻟ0vﻪ
اﻟOV ﻻ WQﻰ ﻓـﻲ
اﻟــ ﻟﻣــﺔ ﻻﺋــ،
ﻟــOﻟ ﻋ1ــﻞ ﻫــﻻء اﻟ15rــرون ﻋﻠــﻰ ﺗ0*5ــﻪ، وﻫــOا ﻟﻸﺳــﻒ ﻣــﺎ
ﺗﻘــ ﻟﻬــ 3ﻌــ ﺛ1ﺎﻧــﺔ أﺷــﻬ ﻣــ: ﺗﻟــﻪ ﻫــOا اﻟ10Iــ
. وﻟ @ــ: إذا اﺳــ5Pﺎع ﻫــﻻء
اﻟ0ــﺎس ﻋvﻟــﻪ
ﻋــ : ﻣ0Iــ
اﻟﻘrــﺎء، ﻓــﺈﻧﻬ ﻟــ Wــ5Pﻌا إ3ﻌــﺎدﻩ ﻋــ: ﺣﻠﻘــﺎت اﻟﻌﻠــ 1
(
،pاﻧ
،اﺑ: ﺧﻠ@ﺎن
وa3ﺎت اﻷ`3ﺎن،
4
/
296
،؛ اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء ،
20
/
198
-
199
. 2
(
،اﻧp، اﺑ: ﺧﻠ@ﺎن وa3ﺎت اﻷ`3ﺎن ،
4
/
297
،؛ اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء ،
20
/
200
-
201
. :OاﻟWﻠV اﻟZﺎﻟ ﺷ
Jﺧﻪ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 30 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن واﻟ5ﻌﻠــ: وﻧــ اﻟ1ﻌــﺎرف ﺑــ*: أﺑ0ــﺎء اﻷﻧــﻟ، ﺑــﻞ ﻋﻠــﻰ اﻟﻌ'ــ ﻣــ
ذﻟــ
ﻓﻘــ ﺗﻔــﱠغ
3ﻌــ ﻋvﻟــﻪ، أﻛnــ ﻓــﺄﻛn، ﻟﻬــOﻩ اﻟ1ﻬ1ــﺔ اﻟﻌﻠ1ــﺔ، وﺧﻠّــﻒ ﻟ0ــﺎ ﺟــﻼً ﻣــ: اﻟﻌﻠ1ــﺎء ﺣ1ــﻞ
ًﻟاء اﻟﻌﻠ 3ﻌﻩ ﻓﻲ اﻷﻧﻟ، 1ﺎ أﻧﻪ ﺗك ﻟﻠrﺎرة اﻹﺳﻼﻣﺔ ﻣR1ﻋﺔ
:ﻧ_ﺔ ﻣ
اﻟ1ﻟﻔﺎت ﻓﻲ ﻣQ5ﻠﻒ ﻓوع اﻟﻌﻠم اﻹﺳﻼﻣﺔ، ﺗ ِّـﻬ ﻋﻠـﻰ ﻋﻠـ
q7ـﻪ ورـﻊ ﻣﻘﺎﻣـﻪ
ورﺳــخ ﻓﻬ1ــﻪ، ودﻗــﺔ ﺗcﻘــﻪ ﻓــﻲ ــﻞ اﻟﻘrــﺎWﺎ واﻟ1ــﺎﺋﻞ اﻟ5ــﻲ ﺗﻌــﱠض ﻟﻬــﺎ 3ﺎﻟ7ــ
.eواﻟ5ﺄﻟ :dاﻟWﻠV اﻟ1ﺎﻣ ﻣeﻟﻔﺎﺗﻪ اﻟﻌﻠ3ﺔ
:ﻗﻠ0ﺎ إنّ اﺑ اﻟﻌ9ﻲ ﻗ ﺗك ﻟﻠ1ﻠ1*: ﻣ: 3ﻌﻩ
ﺛـوة ﻋﻠ1ـﺔ ﺿـQ1ﺔ، ﺳـﺎﻋﻩ
ﻋﻠـــﻰ إﻧRﺎزﻫـــﺎ اﻻﺑ5ﻌـــﺎد ﻋـــ: اﻟ10ﺎﺻـــ
3ﻌـــ ﻋvﻟـــﻪ ﻋـــ: اﻟﻘrـــﺎء، وﺗﻔّﻏـــﻪ ﻟﻠ5ﻌﻠـــ
ًواﻻﺷــ5ﻐﺎل 3ﺎﻟ5ــﺄﻟe اﻟﻌﻠ1ــﻲ. وﻓــﻲ اﻟcﻘــﺔ ﻓــﺈن ﻣﻟﻔﺎﺗــﻪ ﺗvــ ﻋﻠــﻰ اﻟ5ــﻌ*: ﻣﻟﻔــﺎ
،ﻓﻲ اﻟ5ﻔ* واﻟﯾ واﻟﻌﻘ*ـة واﻟﻔﻘـﻪ واﻷﺻـل واﻟ5ـﺎرﺦ واﻟ0ـ واﻷدب واﻟﺎﺳـﺔ
وﻟ@: ﻟﻸﺳﻒ اﻟ،ﯾ، ﻓﻘ ﻓﻘﻧﺎ ﻗ1ﺎً ﻻ 3ﺄس 3ﻪ ﻣـ: ﻫـOﻩ اﻟ1ﻟﻔـﺎت
ٌوﻣـﺎ زال ﻗـ
ﻛU* ﻣ0ﻬﺎ ﺣUـ اﻟ1QPـﺎت وﺧـvاﺋ: اﻟ@5ـ
ﺣ5ـﻰ اﻵن، وﻟـ Wﻌـف ﻘـﻪ إﻟـﻰ
اﻟ0ـــ ﻣ0ﻬـــﺎ إﻻ 3rـــﻌﺔ 5ـــ1
:. ﻏ*ـــ أن ﻫـــOﻩ اﻟ@5ـــ
اﻟ10ـــرة، وﻋﻠـــﻰ اﻟـــﻏ ﻣـــ
ﻗﻠّ5ﻬــﺎ، ﺎــﺔٌ ﻟﻠﻻﻟــﺔ ﻋﻠــﻰ اﻟ1ــﺎﻫ1ﺔ اﻟﻌﻠ1ــﺔ اﻟ@U*ــة واﻷﺻــ*ﻠﺔ
:اﻟ5ــﻲ ﻗــﺎم ﺑﻬــﺎ اﺑــ
اﻟﻌ9ـــﻲ ﻓـــﻲ ﻣ*ـــان اﻟﻌﻠـــم اﻹﺳـــﻼﻣﺔ ﻓـــﻲ 3ـــﻼد اﻷﻧـــﻟ 3ـــ'ﻞ ﺧـــﺎص، واﻟﻌـــﺎﻟ
اﻹﺳﻼﻣﻲ 3'ﻞ ﻋﺎم ﻓﻲ ﻋIﻩ، واﻟ5ﻲ ﻣﺎزاﻟl ﺣﺎﺿة 3c15ﻬﺎ وﺛﻘﻠﻬﺎ اﻟﻌﻠ1ـﻲ ﻓـﻲ
.ﺣﺎﺗ0ﺎ اﻟﻌﻠ1ﺔ اﻟ1ﻌﺎﺻة ﺳﺄﻛ5ﻔﻲ ﻫ0ﺎ 3ﺎﻹﺷﺎرة إﻟﻰ ﻣﻟﻔﺎﺗﻪ ﻓﻲ ﻣ*ان ﺗﻔ* اﻟﻘآن وﻋﻠﻣﻪ2: 1
(
،اﻧp، اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء ،
20
/
199
،
201
،؛ ﺳﻌ* أﻋـاب
ﻣـﻊ اﻟﻘﺎﺿـﻲ أﺑـﻲ !ـ ﺑـ اﻟﻌ ـﻲ ،
1
،
،ﺑ*ــــوت، دار اﻟﻐــــب اﻹﺳــــﻼﻣﻲ1407
/
1987
:، ص121
-
173
) . :OاﻟWﻠV اﻟZﺎﻟ ﺷ
Jﺧﻪ ﺣ*ــــ أﺣIــــﻰ اﻟ1ﻟــــﻒ92
:( 5ﺎ3ــــﺎً ﻻﺑــــ
.اﻟﻌ9ﻲ 2
(
ﻣــﻊ ﺿــورة اﻹﺷــﺎرة إﻟــﻰ أن اﺑــ: اﻟﻌ9ــﻲ ــﺎن، ﻓrــﻼً ﻋــ: ﺟﻬــدﻩ ﻓــﻲ اﻟ5ﻔــ* وﻋﻠــم اﻟﻘــآن، ﻣــ: أﺑــز ﻋﻠ1ــﺎء
اﻟﯾ اﻟ0UV وﺷاﺣﻪ ﻓﻲ اﻷﻧﻟ ﻓﻲ ﻋIﻩ، ﻣ: أﺑز ﻣﻟﻔﺎﺗﻪ ﻓﻲ ﻫـOا اﻟ1Rـﺎل: ﻋﺎرﺿـﺔ اﻷﺣـذV 3ـح ﺟـﺎﻣﻊ
اﻟ5ﻣـــOV، اﻟcــــ7 ﻓــــﻲ ﺷــــح ﻣــــﺄ ﻣﺎﻟــــ ﺑــــ: أﻧــــ، ﺗﺗ*ــــ
اﻟ1ــــﺎﻟ ﻓــــﻲ ﺷــــح ﻣــــﺄ ﻣﺎﻟــــ، اﻟ0*ــــ: ﻓــــﻲ ﺷــــح
.:*Iاﻟ ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 31 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ أﺣﺎم اﻟﻘ آن:
وﻫ ﺗﻔ*ﻩ اﻟOV ﻧQIﻪ ﻫ0ﺎ ﺑﻬOﻩ اﻟراﺳﺔ؛ اﻷﺣ'ﺎم اﻟIﻐZ: وﻫ
ﻣQ5Iــ ﺗﻔــ*ﻩ" أﺣ'ــﺎم اﻟﻘــآن"؛ اﻟ0ﺎﺳــﺦ واﻟ10ــخ ﻓــﻲ اﻟﻘــآن؛ ﻗــﺎﻧن اﻟ5ﺄوــﻞ ﻓــﻲ
*ﺗﻔ* اﻟﻘآن؛ اﻟ1ﻘ57 ﻣ: اﻟﻘاءات؛ أﻧار اﻟﻔR ﻓﻲ ﻣRﺎﻟ اﻟـO، وﻫـ ﺗﻔـ
:ﻛﺎﻣﻞ ﻟﻠﻘآن اﻟ@، ﻗﺎم اﺑ: اﻟﻌ9ﻲ ﺑ5ﺄﻟﻔﻪ ﻋـ ـ إﻟﻘﺎﺋـﻪ دروﺳـﺎ ﻓـﻲ ﻣRـﺎﻟ
ﻋﺎﻣﺔ ﻓﻲ اﻟ1ﺎﺟ ﺧـﻼل ﻋـ: ﺳـ0ﺔ، وﻫـOا اﻟ5ﻔـ* Wﻘـﻊ ﻓـﻲ ﺛ1ـﺎﻧ*: ﻣRﻠـا، ﻓـﻲ
.ﻛﻞ ﻣRﻠ أﻟﻒ ورﻗﺔ. )ﻣﻔﻘد(؛ اﻟ1ُ'ﻠ*:. أV ﻣُ'ﻞ اﻟﻘآن اﻟ@ واﻟ0ﺔ اﻟﻔﺔ
()ﻣﻔﻘـــد(؛ ﺷـــح ﺣـــﯾ "أﻧـــvل اﻟﻘـــآن ﻋﻠـــﻰ ﺳـــ7ﻌﺔ أﺣـــف" )ﻣﻔﻘـــد1
V؛ "ﺗﺗ*ـــ
آ
اﻟﻘآن" ذﻩ ﻓﻲ 5ﺎ :3ﻪ "اﻟ0ﺎﺳﺦ واﻟ10خ" أﺛ0ﺎء ﺗIـﯾﻩ ﻟـرة اﻷﻧﻌـﺎم، ﺣ*ـ ﻗـﺎل
"واﻷﺣ'ـــﺎم ﻓ*ﻬـــﺎ ﻗﻠ*ـــﻞ، ﻟﻌـــﺎرض ﺑ*0ـــﺎ وﺟﻬـــﻪ ﻓـــﻲ "ﺗﺗ*ـــ
آV اﻟﻘـــآن"، وﻫـــ 5ـــﺎب
أﺧﻔ*0ﺎﻩ 3ﻌ أن ﺟ1ﻌ0ﺎﻩ، ﻟ1ﺎ رأﯾ0ﺎ ﻪ ﻣ: ﻋﻠﻩ ﻋﻠـﻰ أﻗـار أﻫـﻞ اﻟvﻣـﺎن، وأﻧـﻪ ﻟـ
"ﻟﻪ ﻓﻲ ﻫOﻩ اﻷﻗPﺎر ﺣﻔﻲّ ﻓﺿﻌ0ﺎﻩ ﻓﻲ ﺳَ َب ﺧﻔﻲ2
. VاﻟWﻠ
:اﻟﺎدس ﻣg+َiﻫV اﺑ اﻟﻌ ﻲ اﻟﻔﻘﻬﻲ واﻟﻌَﻘ
ﻋــﺎش اﺑــ: اﻟﻌ9ــﻲ ﻓــﻲ اﻟــور اﻟQــﺎﻣ ﻣــ: أدوار اﻟﻔﻘــﻪ اﻹﺳــﻼﻣﻲ اﻟــOV ﯾUــأ
ﻣــ: ﻣ05Iــﻒ اﻟ1ﺎﺋــﺔ اﻟا3ﻌــﺔ إﻟــﻰ ﺣــود أواﺳــu اﻟﻘــن اﻟــﺎ3ﻊ اﻟﻬRــV، وﻫــ 3ــ'ﻞ
ﻋﺎم ﻋI اﻟد واﻟ5ﻘﻠ* اﻟﻔﻘﻬﻲ، ﻓﻠـ Wـﺄت 3ﻌـ أﺑـﻲ ﺟﻌﻔـ اﻟPUـV )ت310
(ه
ٌإﻣـــﺎم ﻣـــ: أﺋ 1ـــﺔ اﻻﺟ5ﻬـــﺎد اﻟ1Pﻠـــ، ﻟ@ـــ: fﻬـــ رﺟـــﺎل ﻟـــ Wﻘﻔـــا ﻋ0ـــ ﺣـــود اﻟ5ﻘﻠ*ـــ
اﻟ1ــ2، ﺑــﻞ ﺳــﺎروا ﻋﻠــﻰ ﺑ*ِّ0ــﺔ ﻣــ: اﻷﻣــ، ﻓR1ﻌــا اﻵ ،ﺛــﺎر اﻟ0Uــﺔ وأﻗــال اﻟــﻠﻒ
و
ﻣّIا
اﻟواWﺎت، واﺳ507Pا اﻷﺣ'ﺎم ﻣ: ﯾ0ﺎﺑﻌﻬـﺎ، وﺣـﺎوﻟا أن ﯾـدوا اﻟﻔـوع إﻟـﻰ
أﺻﻟﻬﺎ، وﺎﻧl ﻟﻬ ﻣاﻗﻒ ﻣﻬرة ﻓﻲ ﺑـﺎن اﻟـ واﻟ ﻻﻟـﺔ ﻋﻠـﻪ. :OاﻟWﻠV اﻟZﺎﻟ ﺷ
Jﺧﻪ و1'ـ: ﻟ0ـﺎ أن
ﻧﻌــﱠ
ﻣــ: ﻫــOﻩ اﻟP7ﻘــﺔ ﻣــ: اﻟﻌﻠ1ــﺎء، اﻟﻘﺎﺿــﻲ أﺑــ 3'ــ ﺑــ: اﻟﻌ9ــﻲ اﻟــOV ﺗﻠﻘﱠــﻰ اﻟﻌﻠــ
-
ﻋﻠﻰ اﻟﻏ ﻣـ: أﻧـﻪ ﻣـﺎﻟ@ﻲ اﻟ1ـOﻫ-
ﻋﻠـﻰ أﯾـV ﻋﻠ1ـﺎء ﻣﻌpـ اﻟ1ـارس اﻟﻔﻘﻬـﺔ 1
(
،اﻧp، ﺑﻫﺎن اﻟﯾ: إﺑاt ﺑ: ﻓﺣنVاﻟ+ﯾUﺎج اﻟiﻫV ﻓـﻲ ﻣﻌ ﻓـﺔ أ`3ـﺎن اﻟـiﻫ،.، د،
ﺑ*ـوت: دار اﻟ@5ـ
،اﻟﻌﻠ1ﺔ)
(د.ت،
281
-
284
،؛ ﻣIPﻔﻰ إﺑاt اﻟ10ﻲ
اﺑـ اﻟﻌ ـﻲ اﻟـﺎﻟ5ﻲ اﻹﺷـ? ﻠﻲ وﺗﻔـ
ﻩ أﺣـﺎم اﻟﻘـ آن ،
1، ﺑ*وت-
ﻋ1ﺎن، دار
اﻟR*ﻞ-
،دار ﻋ1ﺎر1411
/
1991
،
27
-
34
. 2
(
،ﺟﻼل اﻟﯾ: اﻟ*ﻲ اﻹﺗﻘﺎن ﻓﻲ ﻋﻠJم اﻟﻘ آن ،، ﺗﻘ* ﻣv اﻟراﺳﺎت اﻟﻘآﻧﺔ
1
، ﻣR1ﻊ اﻟ1ﻠ ﻓﻬ
،ﻟP7ﺎﻋﺔ اﻟ1Iﻒ اﻟe، اﻟ1ﯾ0ﺔ اﻟ10رة1426
ه ،
5
/
1837
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 32 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن ﻓﻲ ﻋIﻩ ﻣ: ﺷﺎﻓqﺔٍ وأﺣ0ﺎفٍ وﻣﺎﻟ@ـﺔٍ وﺣ0ﺎﺑﻠـﺔٍ وfﺎﻫـﺔٍ، 1ـﺎ أﻧـﻪ اﺣـ5ﻔª ﻟ0ﻔـﻪ
ﻓﻲ ﻗrﺎWﺎ n*ـ ة 3ـ اﻻﺧـ5ﻼف ﻋـ: إﻣـﺎم ﻣOt7ـﻪ، 3ﺎﻹﺿـﺎﻓﺔ إﻟـﻰ ﻣ0ﺎﻗـﺎﺗﻪ اﻟـة
.Zواﻟ0ﻘWﺔ ﻟ@ﻞ اﻟ1Oاﻫ
اﻷﺧ
وأﻣﺎ ﻣ: ﺣ*ـ ﻣOt7ـﻪ اﻟﻌَﻘَـV، ﻓﻘـ ـﺎن اﺑـ: اﻟﻌ9ـﻲ أﺷـﻌV اﻟ1ـOﻫ
، ﯾـOﻫ
إﻟـﻰ
ﻣﺎ ذﻫ
إﻟﻪ أﻫـﻞ اﻟـ0ﺔ واﻟR1ﺎﻋـﺔ، وـد ﻋﻠـﻰ أﺻـﺎب اﻟﻔـق اﻷﺧـZ، وﻬـﺎﺟ
اﻟﻔﻼﺳــــﻔﺔ وﻏــــﻼة اﻟ15Iـــــﻓﺔ، 1ــــﺎ :Wpﻬــــ ذﻟـــــ ﺟﻠــــﺎ ﻓــــﻲ 5ﺎ3ـــــﻪ "اﻟﻌاﺻــــ ﻣـــــ
اﻟﻘاﺻـــ"، وpﻬـــ 3Iـــرة أو 3ـــﺄﺧZ ﻓـــﻲ ﺗﻔـــ*ﻩ أﺣ'ـــﺎم اﻟﻘـــآن 1ـــﺎ ﺳـــ0Z 3ﻌـــ
.ﻗﻠ*ﻞ1 :اﻟWﻠV اﻟﺎ!ﻊ ا
ﻷﺣ+اث ا
ﻟ4ﺎر-13ﺔ اﻟ4ﻲ ﻋﺎﺻ ﻫﺎ اﺑ اﻟﻌ ﻲ
،وُﻟــ اﺑــ: اﻟﻌ9ــﻲ ﻓــﻲ اﻟﻗــl اﻟــOV ﺎﻧــl ــﻪ 3ــﻼد اﻷﻧــﻟ ﻣ1vﱠﻗــﺔ ﺿــqﻔﺔ
ﯾ0ﻔــد ــﻞﱡ أﻣ*ــ ﻓ*ﻬــﺎ 3ﺈﻣــ ﺎرة ﺧﺎﺻــﺔ 3ــﻪ، وqــ° ﻓــﻲ ﺣﺎﻟــﺔ ﻧــvاعٍ وﺷِ ــﻘﺎق ﻣــﻊ 3cــﺔ
،اﻹﻣـــﺎرات، وـــﺧﻞ أﺣﺎﻧـــﺎً ﻓـــﻲ ﻋﻘـــد ﺗـــﺎﻟﻒ وﻧIـــة ﻣـــﻊ اﻹﻓـــﻧﺞ ﻟـــ5ﻔª 31ُﻠ@ـــﻪ
3ﻐــــ2 اﻟ0pــــ ﻋــــ: اﻟﻌاﻗــــ
اﻟﺧ1ــــﺔ اﻟ5ــــﻲ W1'ــــ: أن ﺗــــﻞﱠ 3ــــﻪ و9ﺈﻣﺎرﺗــــﻪ و9'ــــﻞ
اﻟ1ﻠ1*: ﻓﻲ اﻷﻧﻟ ﻣ: ﺟﱠاء ﻫOا اﻟ5ﺎﻟﻒ واﻟ0Iة، وﻗ أﻠ اﻟ1رﺧـن ﻋﻠـﻰ
ﻫOﻩ اﻟc7ﺔ ﻣ: ﺗـﺎرﺦ اﻟ1ـﻠ1*: ﻓـﻲ اﻷﻧـﻟ، اﺳـ ﻋﻬـ ﻣﻠـك اﻟPاﺋـﻒ. 1
(
،اﻧpـ، ﻣﻘﻣـﺔ ﺳــﻌ* أﻋـاب ﻟ@5ـﺎب اﺑــ: اﻟﻌ9ـﻲ l اﻷﺣــﺎم اﻟ;ـﻐ ،
1
0، ﻣ ـرات اﻟ10p1ــﺔ اﻹﺳـﻼﻣﺔ ﻟﻠ59ــﺔ
،واﻟﻌﻠم واﻟnﻘﺎﻓﺔ1409
/
1989
. :OاﻟWﻠV اﻟZﺎﻟ ﺷ
Jﺧﻪ وﻣـﺎ إن
،ﺑﻠﻎ اﺑ: اﻟﻌ9ﻲ اﻟﺎ3ﻌﺔ ﻋة ﻣ: ﻋ1ﻩ ﺣ5ﻰ ﺷﻬ 3ﺄم ﻋ*0ﻪ ﺳﻘ ﻫOﻩ اﻟ11ﺎﻟـ
اﻟاﺣة إﺛ اﻷﺧZ ﻋﻠـﻰ ﯾـ اﻟ1ـا3P*: 3cـﺎدة زwـ1ﻬ ﯾﺳـﻒ ﺑـ: ﺗﺎﺷـﻔ*:، ووﻻدة
دوﻟـــﺔ اﻟ1ـــا3P*: ﻓـــﻲ اﻟ1ﻐـــب واﻷﻧـــﻟ، وﻗـــ اﺳـــ 5ﻌﺎد اﻟ1ـــﻠ1ن ﻋـــ: ـــ ﻫـــOﻩ
:اﻟوﻟﺔ ﺷ* ﺎً ﻏ* ﻗﻠ*ﻞ ﻣ: وﺣﺗﻬ وﻗﺗﻬ وﻫ*Uـ5ﻬ اﻟﺎﺳـﺔ، ﻟـOﻟ ﻓﻘـ ﺳـﺎﻫ اﺑـ
اﻟﻌ9ﻲ وواﻟﻩ رﺣ1ﻬ1ﺎ ﷲ
0ﻓﻲ ﺗ* أرﺎن ﺣ' ﻫOﻩ اﻟوﻟﺔ، ﻋ ﻣﺎ ﻗﺎﻣﺎ أﺛ0ـﺎء
:*وﺟدﻫ1ـــﺎ ﻓـــﻲ 3ﻐـــاد ﺑ5@ﻠـــe ﻣـــ: اﻷﻣ*ـــ اﺑـــ: ﺗﺎﺷـــﻔ
3ﺈfﻬـــﺎر وﺗﻘـــW وﻻء :اﺑـــ
:*ﺗﺎﺷـﻔ
وﺎﻋ
5ـﻪ
ﻟQﻠﻔـﺔ اﻟ1ـﻠ1*: آﻧــOاك" اﻟ1ـ5pﻬ 3ـﺎ±"، وﺣIـﻟﻬ1ﺎ ﻣ0ـﻪ ﻋﻠــﻰ
ّﺧPـــﺎب رﺳــــ1ﻲ Wُﻘـــ
ُاﻟQﻠﻔــــﺔ 31ﺟ7ـــﻪ
3ــــwﺔ إﻣـــﺎرة اﺑــــ: ﺗﺎﺷـــﻔ*: ﻋﻠــــﻰ اﻟ1ﻐــــب 1
(
،اﻧpـ، ﻣﻘﻣـﺔ ﺳــﻌ* أﻋـاب ﻟ@5ـﺎب اﺑــ: اﻟﻌ9ـﻲ l اﻷﺣــﺎم اﻟ;ـﻐ ،
1
0، ﻣ ـرات اﻟ10p1ــﺔ اﻹﺳـﻼﻣﺔ ﻟﻠ59ــﺔ
،واﻟﻌﻠم واﻟnﻘﺎﻓﺔ1409
/
1989
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 33 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ واﻷﻧـﻟ، وﻓــﻲ ﻫــOا اﻟQPــﺎب ﻣـﺎ ــﻪ ﻣــ: ﺗnU*ــl ﺣ'ـ دوﻟــﺔ اﻟ1ــا3P*:، وﻋPــﺎﺋﻬ
اﻟwﺔ اﻟ@ﺎﺔ ﻟﻼﺳ51ار ﻪ، ﻣ: ﺟﻬـﺔٍ، وﺗﺛ*ـ ﻋُـZ وَﺣَـة اﻟ1ـﻠ1*: ﻓـﻲ ذﻟـ
:اﻟﻌIــ، ﻣــ: ﺟﻬــﺔ أﺧــZ. وﻫ0ــﺎ WRــ
أن ﻧــ* إﻟــﻰ أن ﺣﺎﻟــﺔ اﺳــ5داد ﺷــﻲءٍ ﻣــ
اﻟﻘة واﻟﺣة اﻹﺳﻼﻣﺔ اﻟ5ـﻲ ﻋﻓ5ﻬـﺎ 3ـﻼد اﻟ1ﻐـب واﻷﻧـﻟ ﻓـﻲ ذﻟـ اﻟﻗـl، ﻓـﻲ
اﻟ9ﻊ اﻷﺧ* ﻣ: اﻟﻘن
اﻟQﺎﻣ اﻟﻬRV، ﺎﻧl ﺗﻘﺎﺑﻠﻬـﺎ ﺣﺎﻟـﺔ ﻣـ: اﻟ5ﻔـﱡق واﻟ5ـذم
واﻟrـﻌﻒ ﻓــﻲ 3ـﻼد اﻟــق اﻹﺳـ ﻼﻣﻲ ﺗــl ﺣ'ـ اﻟــﻠRﻗ**:، اﻟـOﯾ: ــﺎن أﻣــاؤﻫ
Qﻓﻲ ﺣب داﺋ1ﺔ ﻟﻠPة ﻋﻠﻰ دﻓﺔ اﻟ'ـ، وـﺎن ﻋﻠـﻰ اﻟ ﻠﻔـﺔ اﻟ1ﻐﻠـب ﻋﻠـﻰ أﻣـﻩ
ﻓــﻲ 3ﻐــاد
أنْ ﯾﻗِّــﻊ ﻟ@ــﻞ ﻏﺎﻟــ
وﻣ5ﻐﻠِّــ
ﻋﻠــﻰ اﻟ'ــ ﻣﺳــﻣﺎً Wﻘrــﻲ 3ﺎﻟQP7ــﺔ ﻟــﻪ
3Rﺎﻧــ
اﺳــ1ﻪ ﻣــ: ﻓــق ﻣ0ــﺎﺑ 3ﻐــاد. وــﺎن ﻣــ: أﺳــأ آﺛــﺎر ﻫــOا اﻟ5ﻐﺎﻟــ
واﻟ50ــﺎزع
ﻟــ ا
ﻠRﻗﻲ ﻋﻠــﻰ اﻟــﻠPﺔ وﺿــﻌﺎف اﻟQﻼﻓــﺔ
،أنْ اﺳــ5ﻟﻰ اﻟIــﻠ*U*ن ﻋﻠــﻰ اﻟﻘــس
) وﺣﱠﻟﻫــﺎ إﻟــﻰ إﻣــﺎرةٍ ﺻــﻠ*Uﺔٍ ﻋــﺎم492
/ه1098م ( ﻓــﻲ أWــﺎم اﻟQﻠﻔــﺔ اﻟ1ــ5pﻬ
ْ3ـﺎ±، اﻟــOV ﻟــ Wــ5Pﻊ آﻧـOاك، 3ــ
ﻣــﺎ آﻟــl إﻟـﻪ أوﺿــﺎﻋﻪ وأوﺿــﺎع اﻟQﻼﻓــﺔ، أن
Wــِّك ﺳــﺎﻛ0ﺎً ﻓــﻲ ﻣاﺟﻬــﺔ اﻟ1Rــﺎزر اﻟﺣــﺔ اﻟ5ــﻲ اﻗ .5ﻓﻬــﺎ اﻟIــﻠ*U*ن ﻓــﻲ اﻟﻘــس
*U وأﻣﺎ آﺧ ﺣََث ﺳﺎﺳﻲ ﺷﻬﻩ اﺑ: اﻟﻌ9ﻲ ﻓﻲ أواﺧ ﺣﺎﺗﻪ
ﻓﻬـ ﺳـﻘ دوﻟـﺔ
اﻟ1ــا3P*: أWrــﺎً ﻋﻠـــﻰ ﯾــ أﻣ*ــ اﻟ1ﺣِـــﯾ: ﻋUــ اﻟ1ـــﻣ: ﺑــ: ﻋﻠــﻲ. 1
(
،اﻧpــVﻣﻘ+ﻣــﺔ ﻣ,ــV اﻟــ+ﯾ اﻟ1W
ــ" ، اﻟ5ــﻲ 5Uﻬــﺎ ﻟ5cﻘــﻪ ﻟ@5ــﺎب اﺑــ: اﻟﻌ9ــﻲاﻟﻌJاﺻــ ﻣــ اﻟﻘJاﺻــ W"، ﺗﻘــ
،ﺧﺎﻟــ اﻟﻌـــ، دﻣـــ، دار اﻟ7ـــﺎﺋ)د.ت.
،(
31
-
54
،. ﺳـــﻌ* أﻋـــاب
ﻣـــﻊ اﻟﻘﺎﺿـــﻲ اﺑـــ اﻟﻌ ـــﻲ:، ص56
-
57
.
،وﻣIPﻔﻰ اﻟ10ﻲ
اﺑ اﻟﻌ ﻲ وﺗﻔ
ﻩ ،
39
-
40
.
2
(
،اﻧp، اﻟOﻫUﻲ
ﺳ
أﻋﻼم اﻟUﻼء ،
20
/
203
. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ، ﺗﻘ* ﻋﻠﻲ ﷴ اﻟ7RﺎوV، ﺑ*وت، دار ،اﻟ1ﻌﻓﺔ1987م،
1
/
8
،
2
/
893
،
4
/
1971
.
2
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
/
8
،
266
. :OاﻟWﻠV اﻟZﺎﻟ ﺷ
Jﺧﻪ وﻗـــ ــﺎن ﻫـــ
ﺷQIــﺎً ﻋﻠــﻰ رأس وﻓــ إﺷــU*ﻠﺔ اﻟــOV ﺳــﺎﻓ إﻟــﻰ ﻣــاﻛ° ﻋﺎﺻــ1ﺔ اﻟ1ﺣــﯾ: ﻋــﺎم
)
542
ـﻫ ( ﻟ5ﻘW اﻟﻻء.واﻟPﺎﻋﺔ واﻟUﻌﺔ ﻷﻣ* اﻟوﻟﺔ اﻟRﯾة1 أﺳــﻠََ اﺑــ: اﻟﻌ9ــﻲ روﺣــﻪ اﻟPــﺎﻫة إﻟــﻰ 3ﺎرﺋﻬــﺎ
أﺛ0ــﺎء وﺟــدﻩ ﻓــﻲ اﻟ1ﻐــب
ﻟ5ﺄدWﺔ اﻟUﻌﺔ ﻷﻣ* اﻟ1ﺣﯾ:، ﻓﻲ ﻣ0Pﻘﺔ ﻗ7ﺔ ﻣ: ﻓﺎس ﺗُﻋﻰ "ﻣﻐ*ﻠـﺔ"، ﻓـﻲ ﺳـ0ﺔ
)
543
ه(، وﺣُ1ﻞ إﻟﻰ ﻓﺎس ﺣ* دُﻓـ: ﻫ0ـﺎك، رﺣ1ـﻪ ﷲ
:، وﺟـvاﻩ ﻋـ اﻹﺳـﻼم
واﻟﻌﻠ ﺧ* اﻟRvاء2. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 34 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ 2
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
/
8
،
266
. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ، ﺗﻘ* ﻋﻠﻲ ﷴ اﻟ7RﺎوV، ﺑ*وت، دار ،اﻟ1ﻌﻓﺔ1987م،
1
/
8
،
2
/
893
،
4
/
1971
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ ﻗUﻞ اﻟQـض ﻓـﻲ 3ﻌـ2 ﻗrـﺎWﺎ اﻟ1ـ0ﻬﺞ ﻋ0ـ اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﺗﻔـ*ﻩ" أﺣ'ـﺎم
اﻟﻘآن"، ﻧZ ﻣ: اﻟrورV اﻹﺷﺎرة اﻟﻌﺎﻣﺔ إ .ﻟﻰ أﺳﻠ9ﻪ وﻘ5ﻪ ﻓﻲ ﺗﻔ*ﻩ
1
(
ﺗ0ﺎول ﻓﻲ ﺗﻔ*ﻩ ﺎﻣﻞ ﺳر اﻟﻘآن اﻟ@ وﻓـ ﺗﺗ*ـ
اﻟ1Iـﻒ اﻟﻌn1ـﺎﻧﻲ ﻣـﺎ
،ﻋـــا 3rـــﻊ ﺳـــر ﻓﻘـــu )اﻟﻘ1ـــ، اﻟﺎﻗـــﺔ، اﻟ0ﺎزﻋـــﺎت، اﻟ5@ـــ، اﻻﻧﻔPـــﺎر، اﻟﻘﺎرﻋـــﺔ
Zاﻟﻬ1vة، اﻟ@ﺎﻓون(، وﻟ@0ﻪ ﺎن Wﻘ5I ﻓﻲ ﺗﻔ* ﻞ ﺳرة ﻋﻠﻰ اﻵWﺎت اﻟ5ـﻲ ﯾـ
.أﻧﻬﺎ ﺗ0PV ﻋﻠﻰ أﺣ'ﺎم ﺷwﺔ 2
(
ﺎن، ﻓﻲ ﺣﺎﻻت :ﻗﻠ*ﻠﺔ، ﻗUﻞ أن Wع ﺑ5ﻔ* ﺳرة ﻣﺎ، ﯾO ﻣﻘﻣﺔ ﻋﺎﻣﺔ ﻋ
اﻟـــرة ﯾ50ـــﺎول ﻓ*ﻬـــﺎ ﻋﻠـــﻰ ﺳـــU*ﻞ اﻟ1nـــﺎل: ﻣ'ﺎﻧ5ﻬـــﺎ وﻓrـــﻠﻬﺎ، واﺳـــ1ﻬﺎ أو أﺳـــ1ﺎﺋﻬﺎ
وﻣﻌﺎﻧﻲ ﻫOﻩ اﻷﺳ1ﺎء، وأﺳ7ﺎب اﻟ51ﺔ ﺑﻬﺎ، وﺗﺎرﺦ ﻧvول اﻟرة
وﻣ'ﺎﻧ
ﻬﺎ1. 3
(
*ﯾUأ ﺑ5ﯾ ﻋد آWﺎت اﻷﺣ'ـﺎم اﻟ5ـﻲ ﯾ0ـV أن WﻘIـ ﺗﻔـ*ﻩ ﻋﻠ
ﻬـ ﺎ ﻓﻘـu. ﻓﻘـ
ذ ﻋﻠﻰ ﺳU*ﻞ اﻟ1nﺎل
أنﱠ ﺳرة اﻟ7ﻘة ﺗr ﺗﻌ*: آWﺔ ﻣ: آWﺎت اﻷﺣ'ـﺎم، وﺳـرة
uاﻟ59ﺔ ﺗr ﺳ5ﺎً وﻋ: آWﺔ ﻓﻘ2. و90ﺎء ﻋﻠﻰ ﻫOا اﻟ5ﯾـ ﻓـﺈنّ ﻣR1ـع ﻣـﺎ ﻓﱠ ـ ﻩ
ﻣ: اﻟﻘآن اﻟ@ ﻟ ﯾ5Rﺎوز
.uأر9ﻌﺎً وﺛﻼﺛ*: وﺳ51ﺎﺋﺔ آWﺔ ﻓﻘ 4
(
،3ﻌــ أن Wــد ﻋــد اﻵWــﺎت اﻟ5ــﻲ Wﻘــِّر ﺗﻔــ*ﻫﺎ، ﯾUــأ، وﻓــ اﻟ1ــ0ﻬﺞ اﻟ5ﻠ*ﻠــﻲ
:3ﺎﻵWﺎت واﺣةً إﺛ أﺧZ، ﺣ* ﯾUأ 3ﻌض اﻟ1ﺎﺋﻞ اﻟ5ﻲ W1'ـ: اﺳـ507ﺎﻬﺎ ﻣـ
:ﻛﻞ آWﺔ، ﻣﻘِّ 1ﺎً ﻞ واﺣة ﻣ0ﻬﺎ إﻟﻰ ﻣﺎﺋﻞ، Wﻌﺎﻟﺞ ﻓﻲ ﻞ ﻣﺄﻟﺔٍ ﻣ0ﻬـﺎ ﻗrـﺔ ﻣـ
،اﻟﻘrﺎWﺎ اﻟ5ﻲ ﺗ50ﺎوﻟﻬﺎ اﻵWـﺔ اﻟ1روﺳـﺔ ﻣnـﻞ :
،ﺳـU
ﻧvوﻟﻬـﺎ، وأوﺟـﻪ اﻟﻘـاءات ﻓ*ﻬـﺎ
وﻣﻌﺎﻧ*ﻬـــﺎ اﻟﻠﻐـــﺔ واﻟ7ﻼ²ـــﺔ، واﻵﺛـــﺎر اﻟـــاردة ﻓ*ﻬـــﺎ، واﻟ1ـــﺎﺋﻞ اﻟﻔﻘﻬـــﺔ واﻷﺻـــﻟﺔ ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 35 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ اﻟ15ﻔﺎدة ﻣ0ﻬﺎ، وﻗ Wﻌـِّج إﻟـﻰ ﻣـﺎﺋﻞ ﺗ5ﻌﻠـ 3ﺎﻟﻌﻘ*ـة واﻟ5Iـف، واﻟ5ـﺎرﺦ، وواﻗـﻊ
ﻋIﻩ ﻋ0 وﺟد أدﻧﻰ إﺷﺎرة إﻟ*ﻬﺎ ﻓﻲ ﺳﺎق اﻵWﺔ اﻟ5ﻲ Wﻔِّ ﻫﺎ1
. 5
(
،ﻛــﺎن Wُ@nــ ﻣــ: اﻹﺷــﺎرة إﻟــﻰ 57ــﻪ اﻟــﺎ3ﻘﺔ، ﻣnــﻞ: ﺗﻔــ*ﻩ اﻟ@U*ــ أﻧــار اﻟﻔRــ
،واﻟ0ﺎﺳﺦ واﻟ10خ، واﻟ1Iل ﻓﻲ أﺻل اﻟﻔﻘﻪ، واﻹﻧIﺎف ﻓـﻲ ﻣـﺎﺋﻞ اﻟQـﻼف
¤واﻟ1ـــ'ﻠ*:، وﻣﻠR ـــﺔ اﻟ15ﻔﻘﻬـــ*: إﻟـــﻰ ﻣﻌﻓـــﺔ ﻏـــاﻣ2 اﻟ0ـــ*:؛ وﺣﺎﻟـــﺔ اﻟﻘـــﺎر
ﻟﻠ5ﺳﻊ واﻻﺳ5vادة ﻣ0ﻬﺎ ﻓـﻲ n*ـ ﻣـ: اﻟ1ـﺎﺋﻞ اﻟ5ـﻲ
ﺗﻌـﱠض ﻟﻬـﺎ ﻓـﻲ ﺗﻔـ*ﻩ 3ـ'ﻞ
vﻣﺟ2. 2
(
،اﻧp ﻋﻠﻰ ﺳU*ﻞ اﻟ1nﺎل، اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
/
8
،
32،35
،
36
،
37
،
77
،
79
-
80
؛2
/
533
،
561
،
899
. 1
(
اﻧp ﻋﻠﻰ ﺳU*ﻞ،اﻟ1nﺎل، اﺑ: اﻟﻌ9ﻲ
،nاﻟ;+ر اﻟﺎﺑ
2
/
776
-
781
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ ون ﺎن ﻟﻬOﻩ اﻹﺷﺎرة واﻹﺣﺎﻟﺔ ﻣ: دﻻﻟﺔ، ﻓﺈﻧﻬ
ﺎ ﺗل
ﻋﻠﻰ أن اﺑـ: اﻟﻌ9ـﻲ
ﻗـــ ﺻـــ0ﱠﻒ ﺗﻔـــ*ﻩ ﻫـــOا ﻓـــﻲ ﻓ5ـــة اﺳـــ5@1ﺎﻟﻪ ﻷدواﺗـــﻪ اﻟﻌﻠ1ـــﺔ، واﻛ51ـــﺎل ﺧUﺗـــﻪ ﻓـــﻲ
ﻣ*ــان اﻟ5ــﺄﻟe، وﻫـــ اﻷﻣــ اﻟـــOV ﻧﻠ1ــﻪ 3'ــﻞ وﺿـــح وﺟــﻼء ﻓـــﻲ ــﻞ ﺻـــﻔﺎت
.ﺗﻔ*ﻩ و
Rــر ﺑ0ــﺎ ﻗ Uــﻞ ﺗ0ــﺎول 3ﻌــ2 ﻣﻌــﺎﻟ اﻟ1ــ0ﻬﺞ ﻋ0ــ اﺑــ: اﻟﻌ9ــﻲ أن ﻧــ* إﻟــﻰ
أﻧﻪ ﻗ ﻧّ 3'ﻞ ﻋﺎم ﻓﻲ ﻣﻘﻣﺔ ﺗﻔ*ﻩ ﻋﻠـﻰ اﻟﻌ0ﺎﺻـ اﻟ10ﻬRـﺔ اﻷﺳﺎﺳـﺔ اﻟ5ـﻲ
اﻋ51ــﻫﺎ ﻓــﻲ ﻋ1ﻠــﻪ، واﻟ5ــﻲ ﺗ51nــﻞ ﺑــ
ـ:
ﺗﻠ*ــﻞ اﻟ@ﻠ1ــﺎت اﻟ1ﻔــدة وﺗﻘ*ــ ﻣﻌﺎﻧ*ﻬــﺎ، ﺛــ
ﺗﻠ*ﻞ اﻟ5اﻛ*
وﺗﯾ ﻣﻌﺎﻧ*ﻬﺎ، واﻟﻌ0ﺎWﺔ ﺑﺟﻩ اﻟ7ﻼﻏﺔ ﻟﻠ0p اﻟﻘآﻧﻲ، ﺛ اﺳ507ﺎ
اﻷﺣ'ـــﺎم اﻟـــwﺔ ﻣـــﻊ اﻟﻔـــﺎ³ ﻋﻠـــﻰ اﻻﻧـــRﺎم واﻻﺗـــﺎق ﺑـــ*: اﻟ1ﻌـــﺎﻧﻲ واﻷﺣ'ـــﺎم
،اﻟ1507Pﺔ، ﺛ ذ ﻣﺎ ﺟﺎء ﻓﻲ اﻟﻘآن اﻟ@ واﻟ0ﺔ اﻟIﺔ 1ﺎ ﯾ5ﻌﻠ 3ﺎﻵWﺔ
ﺛـــ إﯾـــاد 3ﻌـــ2 اﻟﻘrـــﺎWﺎ واﻟ1ـــﺎﺋﻞ اﻟ5ـــﻲ ﺗn*ﻫـــﺎ اﻵWـــﺔ ﻣـــﻊ ﻋ0ﺎWـــﺔ ﺧﺎﺻـــﺔ 3ﺎﻟ5ـــﺎرﺦ
وﻣﺎﻫاﺗﻪ وأﺣـ اث ﻋIـﻩ. Wﻘـل اﺑـ: اﻟﻌ9ـﻲ: ".. ﻓ0ـO اﻵWـﺔ، ﺛـ ﻧﻌPـﻒ ﻋﻠـﻰ
،ﻛﻠ1ﺎﺗﻬـــﺎ ﺑـــﻞ ﺣوﻓﻬـــﺎ، ﻓ0ﺄﺧـــO 31ﻌﻓ5ﻬـــﺎ ﻣﻔـــدة، ﺛـــ ﻧUﻬـــﺎ ﻋﻠـــﻰ أﺧاﺗﻬـــﺎ ﻣrـــﺎﻓﺔ
،وﻧﻔــª ﻓــﻲ ذﻟــ ﻗــ اﻟ7ﻼﻏــﺔ، وﻧ5ــﱠز ﻋــ: اﻟ10ﺎﻗrــﺔ ﻓــﻲ اﻷﺣ'ــﺎم واﻟ1ﻌﺎرﺿــﺔ
3 وﻧ5ــﺎ ﻋﻠــﻰ ﺟﺎﻧــ
اﻟﻠﻐــﺔ، وﻧﻘﺎﺑﻠﻬــﺎ ]أV اﻵWــﺔ اﻟ@1ــﺔ[ ﻓــﻲ اﻟﻘــآن 1ــﺎ ﺟــﺎء ﻓــﻲ
اﻟــ0ﺔ اﻟIــﺔ، وﻧ5ــZ وﺟــﻪ اﻟR1ــﻊ، إذ اﻟ@ــﻞ ﻣــ: ﻋ0ــ ﷲ، وﻧ1ــﺎ 3ُﻌــ ﷴ ـ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 36 ﺻﻠﻰ ﷲ ﻋﻠﻪ وﺳﻠ ـ
ّﻟ*Uـ*: ﻟﻠ0ـﺎس ﻣـﺎ ﻧـvِّل إﻟـ*ﻬ، وﻧﻌﻘِّـ
ﻋﻠـﻰ ذﻟـ ﺑ5ا3ـﻊ ﻻ ﺑـ
"ﻣ: ﺗI*ﻞ اﻟﻌﻠ ﺑﻬﺎ ﻣ0ﻬﺎ1. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
/
1
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ ﻧﻼﺣـــª ﻣـــ: ﻫـــOا اﻟـــ0ِّ أن اﺑـــ:ﱠ اﻟﻌ9ـــﻲ ﯾـــﻟﻲ اﻟﻠﻐـــﺔ ﻣﻔـــداتٍ وﺗاﻛ*ـــ
َ ووﺟ ًﻫــــﺎ
3ﻼ²ـــﺔ ﻣ'ﺎﻧـــﺔ اﻟIـــارة ﻓـــﻲ ﻣ0ﻬRـــﻪ، ﺛـــ ﯾ0Pﻠـــ 3ﻌـــ ذﻟـــ إﻟـــﻰ اﺳـــ507ﺎ اﻷﺣ'ـــﺎم
اﻟـــwﺔ ﻣﻌ51ـــاً 3ـــ'ﻞ رﺋـــ ﻋﻠـــﻰ اﻟﻘـــآن اﻟ@ـــ واﻟـــ0ﺔ اﻟـــﻔﺔ ﻣـــﻊ اﻻﻫ51ـــﺎم
23ﻌIــــﻩ وﻣـــــﺎﻛﻠﻪ.وﻓﻲ 3n0ـــــﺎ ﻫــــOا ﺳ0ﻘ5Iـــــ ﻓﻘـــــu ﻋﻠــــﻰ دراﺳـــــﺔ 3ﻌـــــ اﻟ1ﻌـــــﺎﻟ
اﻟ10ﻬRﺔ اﻟ1Oرة أﻋﻼﻩ، وﻓ اﻟ
1Pﺎﻟ
:اﻟ5ﺎﻟﺔ Wاﻟ :ﻠV اﻷول
اﻻﺳ4ﻔﺎدة ا
ﻟﻘ+Lﺔ ﻣ ﺗ اث اﻟﻔ - ﻣ ﻗ?ﻠﻪ Wاﻟ :ﻠV اﻷول
اﻻﺳ4ﻔﺎدة ا
ﻟﻘ+Lﺔ ﻣ ﺗ اث اﻟﻔ - ﻣ ﻗ?ﻠﻪ
اﻋ51ـ اﺑــ: اﻟﻌ9ــﻲ ﻓــﻲ ﺗﻔــ*ﻩ ﻋﻠــﻰ ﺟﻬــد 3ﻌــ2 اﻟ1ﻔــ: ﻣــ: ﻗUﻠــﻪ، ﺷــﺄﻧﻪ
،ﻓﻲ ذﻟ ﺷﺄن ﻞ ﻣﻔِّ ﻟﻠﻘآن اﻟ@، وذﻟ أﻣ ﺿـورV ﻣـ: اﻟ0ﺎﺣـﺔ اﻟ10ﻬRـﺔ
ﻓﻼ W1': أن ﯾUأ أVﱡ
ﻣﻔِّ ﻣ: ﻧﻘPﺔ اﻟIﻔ، ﻓ@ﻞ 5ﺎب ﻓﻲ اﻟ5ﻔ* ﻫ 3Iـرة
:أو 3ﺄﺧZ ﺣI*ﻠﺔ ﻣﺎ ﺳ7ﻘﻪ ﻣ: ﺟﻬـد ﻓـﻲ ﺣﻘـﻞ اﻟ5ﻔـ*، 3ﺎﻹﺿـﺎﻓﺔ إﻟـﻰ ﻣـﺎ W1'ـ
أن Wُrﻔﻪ ﺻﺎﺣ
ﻫOا اﻟ5ﻔـ* إﻟـﻰ ﻫـOﻩ اﻟRﻬـد، وﻫـOا أﻣـ Wﻌـد إﻟـﻰ ﻣـZ ﻋﻠـ
وﺛﻘﺎﻓــﺔ ﻫــOا اﻟ1ﻔِّ ــ وﻣــZ ﺗ1*ﱡــv واﺳــ5ﻘﻼل ﺷQIــ*5ﻪ اﻟﻌﻠ1ــﺔ. وﻫــOا ﻣــﺎ ﺣــ ث ﻣــﻊ
اﺑ: اﻟﻌ9ﻲ، ﻓﻘ ﻧﻘﻞ وﺳRﱠﻞ 3ﺄﻣﺎﻧﺔ ﻋﻠ1ﺔ آراء 23ﻌ ،ﻋﻠ1ﺎء اﻟ5ﻔ* اﻟOﯾ: ﺳ7ﻘﻩ
وﺗﻌﺎﻣــﻞ ﻣﻌﻬــﺎ ﻓــﻲ اﻟﻗــl ﻧﻔــﻪ ﺗﻌــﺎﻣﻼً ﻧﻘــWﺎً ﻋ0ــ اﻟﺎﺟــﺔ. أﺷــﺎر اﺑــ: اﻟﻌ9ــﻲ إﻟــﻰ
ﻋ1ﻠــﻪ ﻫــOا ﻓــﻲ ﻣﻘﻣــﺔ ﺗﻔــ*ﻩ أﺣ'ــﺎم اﻟﻘــآن ﻋ0ــﻣﺎ ﻗــﺎل: ".. وﻟ1ّــﺎ ﻣــ:ﱠ ﷲ ﺳــ7ﺎﻧﻪ
3ﺎﻻﺳ57Iـﺎر ﻓــﻲ اﺳــ5nﺎرة اﻟﻌﻠــ م ﻣــ: اﻟ@5ــﺎب اﻟﻌvـv ﺣــ
ﻣــﺎ ﻣﻬﱠﺗــﻪ ﻟ0ــﺎ اﻟ1ــQﺔ
،اﻟـــOﯾ: ﻟﻘ*0ـــﺎ، ﻧpﻧﺎﻫـــﺎ ﻣـــ: ذﻟـــ اﻟ1Pـــح، ﺛـــ ﻋﺿـــ0ﺎﻫﺎ ﻋﻠـــﻰ ﻣـــﺎ ﺟﻠ7ـــﻪ اﻟﻌﻠ1ـــﺎء
وﺳUﻧﺎﻫﺎ 3qﺎر اﻷﺷﺎخ، ﻓ1ﺎ اﺗﻔـ ﻋﻠـﻪ اﻟ0pـ أﺛU50ـﺎﻩ، وﻣـﺎ ﺗﻌـﺎرض ـﻪ ﺷـRﻧﺎﻩ
"]أ3ﻌﻧﺎﻩ[، وﺷOﻧﺎﻩ ﺣ5ﻰ ﺧﻠ ﻧُrﺎرﻩ، وورق ﻋارﻩ2
. وﻓ ﻫOﻩ اﻻﺳ5ﻔﺎدة اﻟ0ﻘWـﺔ
رأﯾ0ﺎﻩ ﯾ5ﻌﺎﻣﻞ ﻣﻊ آراء ﺷﺦ اﻟ1ﻔ: اﻟPUV )ت310
ه(، واﻟﻘﺎﺿﻲ أﺑـﻲ إﺳـ
إﺳــــــ1ﺎﻋ*ﻞ اﻟRﻬrــــــ1ﻲ اﻟ1ــــــﺎﻟ@ﻲ )ت282
ه(، وــــــOﻟ اﻷﻣــــــ ﻣــــــﻊ اﻟRIــــــﺎص 2ا ا،ﺑ: اﻟﻌ9ﻲ أﺣﻜﺎم اﻟﻘﺮآن،1/1 ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 37 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ اﻟ0ﻔــــﻲ)ت370
ه(، واﻟ@ــــﺎ اﻟﻬاﺳــــﻲ اﻟــــﺎﻓﻌﻲ )ت504
ه( اﻟﻠــــOﯾ: ﺳــــ7ﻘﺎﻩ ﻓــــﻲ
اﻟ5ــﺄﻟe ﻓــﻲ ﻣ*ــان أﺣ'ــﺎم اﻟﻘــآن وﻓــ أﺻــل ﻣــOﻫU*ﻬ1ﺎ1. 1
(
،اﻧp ﻋﻠﻰ ﺳU*ﻞ اﻟ1nﺎل اﻟ;+ر،nاﻟﺎﺑ
1
/
394
،
397
-
398
،
469
؛3
/
1466
. 1
(
،اﻧp ﻋﻠﻰ ﺳU*ﻞ اﻟ1nﺎل اﻟ;+ر،nاﻟﺎﺑ
1
/
394
،
397
-
398
،
469
؛3
/
1466
.
2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
1
/
1
. (
،اﻧp ﻋﻠﻰ ﺳU*ﻞ اﻟ1nﺎل اﻟ;+ر،nاﻟﺎﺑ
1
/
394
،
397
-
398
،
469
؛3
/
1466
.
2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
1
/
1
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ وﻟ0rــب ﻣnــ ﺎﻻً ﻋﻠــﻰ
ذﻟ، ﻧO ﻣﻗﻔﻪ ﻣ: اﻟPUV اﻟـOV ـﺎن W5ﻣـﻪ، وـﻗﻩ ﺗـﻗ*اً ﻋﻠ1ـﺎً ﻗﺎﺋ1ـﺎً ﻋﻠـﻰ
إﻗارﻩ ﻟﻪ 3ﺎﻹﻣﺎﻣﺔ، ورﺳخ اﻟﻘم ﻓﻲ ﻣ*ان اﻟ5ﻔ*، ﻓﻬـﺎ ﻫـ Wﻘـل ﻋ0ـﻪ ﻓـﻲ ﻣﻘﻣـﺔ
nﻛ5ﺎ3ﻪ: "اﻟPUV ﺷﺦ اﻟﯾ:، ﻓRﺎء ﻪ ]WﻘI ﻓﻲ اﻟ5ﻔ*[ 3ﺎﻟﻌR
اﻟﻌُRﺎب، وﻧ
5ــﻪ أﻟ7ــﺎب اﻷﻟ7ــﺎب، وﻓــ ﺢ ــﻪ ﻟ@ــﻞِّ ﻣــ:ْ ﺟــﺎء 3ﻌــﻩ إﻟــﻰ ﻣﻌﺎرﻓــﻪ اﻟ7ــﺎبَ ، ﻓ@ــﻞﱡ أﺣــ
"ﻏـف ﻣ0ـﻪ ﻋﻠـﻰ ﻗـْر إﻧﺎﺋـﻪ، وﻣـﺎ ﻧﻘIــl ﻗPـةٌ ﻣـ: ﻣﺎﺋـﻪ2
:. و9ﺎﻟﻔﻌـﻞ ﻓﻘـ أﻛnـَ اﺑــ
:اﻟﻌ9ــﻲ ﻣــ: اﻟ0ﻘــﻞ واﻻﻏ5ــاف ﻣــ: 3ــ اﻟPUــV ﻓــﻲ ﻣQ5ﻠــﻒ ﻣRــﺎﻻت اﻟ5ﻔــ* ﻣــ
أﺳـــ7ﺎب ﻧـــvولٍ ، وﻗـــاءاتٍ ، وأﺧ7ـــﺎرٍ وآﺛـــﺎرٍ ، إﻟـــﻰ ﺗcﻘـــﺎت ﻟﻐـــﺔ وﻧـــﺔ ٍ، إﻟـــﻰ آراء
وأﺣ'ــﺎمٍ ﻓﻘﻬــﺔ..، وﻟ@0ــﻪ ﻟــ W'ــ: W'5ﻔــﻲ 3ﺎﻟ0ﻘــﻞ اﻟــﻗ* واﻷﻣــ*: ﻋ0ــﻪ، وﻣاﻓﻘ5ــﻪ ﻓــﻲ
ﻣﻌpــ اﻷﺣــﺎن
؛
ًﺑــﻞ ــﺎن ﻓــﻲ 3ﻌــ2 اﻷﺣــﺎن ﯾ0ﺎﻗــﻪ، و05ﻘــﻩ ﻧﻘــاً ﻋﻠ1ــﺎً ﺻــﺎرﻣﺎ
.ﻛﺎن WIﻞ 3ﻪ أﺣﺎﻧﺎ إﻟﻰ درﺟﺔ ﻏ* ﻣﻘUﻟﺔ ﻣـــ: اﻷﻣnﻠـــﺔ ﻋﻠـــﻰ ﻫـــOا اﻟ0ﻘـــﺎش اﻟﻌﻠ1ـــﻲ اﻟ11ـــvوج 3ﺎﻟـــة واﻟ5ﻘـــﻊ، ردﱡ اﺑـــ: اﻟﻌ9ـــﻲ
:ﻟ5ﻔــ* اﻟPUــV ﻟﻬRــ اﻟ0ــﺎء ﻓــﻲ ﻗﻟــﻪ ﺗﻌــﺎﻟﻰ
ِوَا<ْﺠُــﺮُو<ُﻦ# ; ِــ: اﻟْﻤَﻀَ ــﺎﺟِﻊ ]اﻟ0ــﺎء،
34
[،
ﻋ0ﻣﺎ اﺧ5ﺎر أن Wﻔﻩ 3ﺄن "ﯾُ9P: 3ﺎﻟﻬِRَﺎر، وﻫ اﻟَUْـﻞ ﻓـﻲ اﻟU*ـت، وﻫـﻲ
اﻟ1ــاد 3ﺎﻟ1rــﺎﺟﻊ، إذ ﻟــ ﻟ@ﻠ1ــﺔ "اﻫRــوﻫ:" إﻻ أﺣــ ﺛﻼﺛــﺔ ﻣﻌــﺎن. ﻓــﻼ WIــﺢ أن
W'ــن ﻣــ: اﻟﻬَRْــ اﻟــOV ﻫــ اﻟﻬــOWﺎن، ﻓــﺈن اﻟ1ــأة ﻻ ﺗُــاوZ ﺑــOﻟ، وﻻ ﻣــ: اﻟﻬُRْــ
اﻟـــــOV ﻫـــــ ﻣـــــ5ﻔ° ﻣـــــ: اﻟﻘـــــل، ﻷن ﷲ ﻻ Wـــــﺄﻣ 3ـــــﻪ، ﻓﻠـــــ ﻟـــــﻪ وﺟـــــﻪ إﻻ أن
ﺗ9Pﻫ: 3ﺎﻟﻬِRَﺎر." وﻫ0ﺎ ردﱠ ﻋﻠﻪ اﺑ: اﻟﻌ9ﻲ 3ﻘﻟﻪ: "Wﺎ ﻟﻬﺎ ﻫﻔة ﻣ: ﻋﺎﻟٍ 3ﺎﻟﻘآن
واﻟــ0ﺔ، وﻧــﻲ ﻷَﻋRــ7' ﻣــ: ذﻟــ، إن اﻟــOV أﺟــأﻩ ﻋﻠــﻰ ﻫــOا اﻟ5ﺄوــﻞ، وﻟــ ﯾُــد أن
lWIِّح 3ﺄﻧﻪ أﺧOﻩ ﻣ0ﻪ، ﻫ ﺣﯾٌ ﻏ
رواﻩ اﺑ: وﻫ
ﻋـ: ﻣﺎﻟـ أن أﺳـ1ﺎء ﺑ0ـ
:أﺑﻲ 3' اﻟIﯾ اﻣأة اﻟv9* ﺑ: اﻟﻌام، ﺎﻧl ﺗQج ﺣ5ﻰ ﻋُﺗ
ﻓـﻲ ذﻟـ. ﻗـﺎل
،وﻋ5
ﻋﻠ*ﻬﺎ وﻋﻠـﻰ ﺿَ ـّﺗﻬﺎ
،ًﻓﻌﻘـ ﺷـﻌ واﺣـة 3ـﺎﻷﺧZ، وﺿـ9ﻬ1ﺎ ﺿـ9ﺎ ﺷـﯾا ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 38 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن ،وﺎﻧl اﻟrة أﺣ: اﺗﻘﺎء، وﺎﻧl أﺳ1ﺎء ﻻ ﺗ5ﻘﻲ، ﻓ@ﺎن اﻟrب ﺑﻬـﺎ أﻛnـ وآﺛـ
،ﻓ'5ﻪ إﻟﻰ أﺑ*ﻬـﺎ أﺑـﻲ 3'ـ، ﻓﻘـﺎل ﻟﻬـﺎ: أV ﺑُ0ﱠـﺔ اﺻـUV، ﻓـﺈن اﻟv9*ـ رﺟـﻞ ﺻـﺎﻟﺢ
1وﻟﻌﻠﻪ أن W'ن زوﺟَـ ﻓـﻲ اﻟR0ـﺔ. وﻟﻘـ ﺑﻠﻐ0ـﻲ أن اﻟﺟـﻞ إذا اﺑ5@ـ 3ـﺎﻟ أة ﺗvوﱠﺟﻬـﺎ
،ﻓــﻲ اﻟR0ــﺔ. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن،
1
/
418
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419
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ ﻓــأZ ]أV اﻟPUــV[ اﻟــ9u واﻟﻌﻘــ ﻣــﻊ اﺣ51ــﺎل اﻟﻠﻔــª ﻣــﻊ ﻓِﻌْــﻞ اﻟv9*ــ
،ﻓﺄﻗم ﻋﻠﻰ ﻫـOا اﻟ5ﻔـ* ﻟـOﻟ. وﻋR7ـﺎً ﻟـﻪ ﻣـﻊ ﺗ7ﱡـﻩ ﻓـﻲ اﻟﻌﻠـم، وﻓـﻲ ﻟﻐـﺔ اﻟﻌـب
ﻛe 3ﻌُـ ﻋﻠـﻪ ﺻـاب اﻟﻘـل، وﺣـﺎد ﻋـ: ﺳـاد اﻟ0pـ، ﻓﻠـ W'ـ: ﺑـﱞ، واﻟﺎﻟـﺔ ﻫـOﻩ
ِrﻣ: اﻻﺟ5ﻬﺎد اﻟ1ُﻔ َﺔ 3ﺎﻟ@ﻬﺎ إﻟﻰ اﻟاد، ﻓ0pﻧـﺎ ﻓـﻲ ﻣـارد )ه ﺟـ( ﻓـﻲ
:ﻟــﺎن اﻟﻌــب ﻋﻠــﻰ ﻫــOا اﻟ0pــﺎم، ﻓﺟــﻧﺎﻫﺎ ﺳــ7ﻌﺔ: ﺿــ اﻟﺻــﻞ، ﻣــﺎ ﻻ ﯾ07ﻐــﻲ ﻣــ
اﻟﻘــل، ﻣRﺎﻧ7ــﺔ اﻟــﻲء، وﻣ0ــﻪ اﻟﻬRــة، ﻫــOWﺎن اﻟ1ــ2، اﻧ5Iــﺎف اﻟ0ﻬــﺎر، اﻟــﺎب
pاﻟ:، اﻟUْﻞ اﻟOV Wُﱡ ﻓﻲ ﺣﻘ اﻟ7ﻌ* ﺛ Wُﱡ ﻓﻲ أﺣ رُﺳْ µﻪ. وﻧ ﻧﺎ ﻓﻲ ﻫOﻩ
اﻟ1ارد، ﻓﺄﻟﻔ*0ﺎﻫﺎ ﺗور ﻋﻠﻰ ﺣف واﺣـ، وﻫـ اﻟ7ُﻌـ ﻋـ: اﻟـﻲء، ﻓـﺎﻟﻬR ﻗـ 3َﻌُـ
ﻋ: اﻟﺻﻞ اﻟOV ﯾ07ﻐﻲ ﻣـ: اﻷُﻟﻔـﺔ وﺟ1*ـﻞ اﻟIـ7ﺔ، وﻣـﺎ ﻻ ﯾ07ﻐـﻲ ﻣـ: اﻟﻘـل ﻗـ
3ﻌُـ ﻋــ: اﻟIـاب، وﻣRﺎﻧ7ــﺔ اﻟـﻲء 3ُﻌْــٌ ﻣ0ـﻪ وأﺧــO ﻓـﻲ ﺟﺎﻧــ
آﺧـ ﻋ0ــﻪ، وﻫــOWﺎن
،اﻟ12 ﻗ 3ﻌُ ﻋ: ﻧpﺎم اﻟ@ﻼم :واﻧ5Iﺎف اﻟ0ﻬﺎر ﻗ 3ﻌُ ﻋ: ﻪ اﻟ11دﯾ
ﻓـﻲ اﻋ5ـال اﻟﻬـاء وﻣ'ـﺎن اﻟ5Iـف، واﻟــﺎب اﻟـ: ﻗـ 3ﻌُـ ﻋـ: اﻟﻌـﺎب، واﻟUــﻞ
:اﻟــOV Wُــﱡ 3ــﻪ اﻟ7ﻌ*ــ ﻗــ أ3ﻌــﻩ ﻋــ: اﺳ5ﺳــﺎﻟﻪ ﻓــﻲ ﺗIــﻓﻪ واﺳ5ﺳــﺎل ﻣــﺎ رُ9ــu ﻋــ
:ﺗﻘﻠﻘﻠـــﻪ وﺗــــﻪ. وذا ﺛUـــl ﻫــــOا وـــﺎن ﻣﺟــــﻊ اﻟR1ـــﻊ إﻟــــﻰ اﻟ7ُﻌـــ، ﻓ1ﻌ0ــــﻰ اﻵWــــﺔ
3أ ﻌــوﻫ: ﻓــﻲ اﻟ1rــﺎﺟﻊ. وﻻ Wُ5ــﺎج إﻟــﻰ ﻫــOا اﻟ5@ﻠﱡــﻒ اﻟــOV ذــﻩ اﻟﻌــﺎﻟِ، وﻫــ ﻻ
"!Vﯾ07ﻐــﻲ ﻟ1nــﻞ اﻟــV واﻟ@ﻠUــﻲ ﻓ@ــe أن WQ5ــﺎرﻩ اﻟPUــ1
0ﻧﻼﺣــª ﻣــ: ﻫــOا اﻟــ
اﻟPﻞ e أن ﻫ*7ﺔ اﻟPUـV وﻣ'ﺎﻧ5ـﻪ اﻟﻌﻠ1ـﺔ اﻟﻌـﺔ اﻟ5ـﻲ Wﻘـﱡ ﺑﻬـﺎ اﺑـ: اﻟﻌ9ـﻲ
ﻟــــ ﺗ10ﻌــــﻪ ﻣــــ: ﻧﻘــــﻩ واﻟــــد ﻋﻠــــﻪ ﻣــــ5Qﻣﺎً ﻣــــ0ﻬ ﺞ اﻟ5ﻠ*ــــﻞ اﻟﻠﻐــــV اﻟــــﻗ* ﻟ1ــــﺎدة
)ﻫR(، ﻟ@: ﻣﻊ ﺟ0ﺣﻪ ﻓﻲ ردﻩ ﻋﻠﻪ إﻟﻰ أﺳﻠب اﻟ5ﻘﻊ ﻏ* اﻟﻼﺋ. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن،
1
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418
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419
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 39 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ :اﻟWﻠV اﻟZﺎﻧﻲ ﻣﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻟﻠﻐﺔ
ﻻﺣp0ﺎ 1ﺎ ﻗﺎﻟﻪ اﺑ: اﻟﻌ9ﻲ ﻓﻲ ﻣﻘﻣﺔ ﺗﻔ*ﻩ أنﱠ ﻋ0ﺎﯾ5ﻪ 3ﺎﻟﻠﻐﺔ ﺗ'ِّﻞ
ﺣR اﻟvاوﺔ ﻓﻲ ﻋ1ﻠﻪ اﻟ5ﻔ*V. وﻗ ﺎن ﺗﻌﺎﻣﻠﻪ ﻣﻊ ﻟﻐﺔ
5اﻟﻘآن ﺗﻌﺎﻣﻼ ﯾ
3ﺎﻟ1ل ﻣﻊ إWRﺎز واﺧ5Iﺎر ﻓﻲ أﻏﻠ
اﻟﺎﻻت. 2
(
،اﺑ: اﻟﻌ9ﻲ اnﻟ;+ر اﻟﺎﺑ ،
1
/
10
. 1
(
،ﺳرة اﻹﺳاء100
. 1
(
،ﺳرة اﻹﺳاء100
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ ﻗـــﺎل اﺑـــ: اﻟﻌ9ـــﻲ ﻓـــﻲ
ﺗﻔ*ﻩ ﻟﻘﻟﻪ
:ﺗﻌﺎﻟﻰ
َوَاﺗ#ﺒَﻌُـﻮاْ ﻣَـﺎ ﺗَﺘْﻠُـﻮاْ اﻟﺸ# ـﻴَﺎﻃِZYُ ﻋَWَـ ﻣُﻠْـﻚِ ﺳُـﻠَVَْن:
"اﺧ5ﻠـﻒ اﻟ0ـﺎس ﻓـﻲ
.ﺣف )ﻣﺎ(: ﻓ10ﻬ ﻣ: ﻗﺎل: إﻧﻪ ﻧﻔﻲٌ، وﻣ0ﻬ ﻣ: ﻗﺎل: إﻧﻪ ﻣﻔﻌل، وﻫ اﻟIـﺢ
وﻻ و ﺟﻪ ﻟﻘل ﻣـ: Wﻘـل: إﻧـﻪ ﻧﻔـﻲٌ، ﻻ ﻓـﻲ ﻧpـﺎم اﻟ@ـﻼم وﻻ ﻓـﻲ ﺻـﺔ اﻟ1ﻌ0ـﻰ، وﻻ
ﯾ5ﻌﻠ ﻣ: ﻧﻪ ﻣﻔﻌﻻً ﺳﺎقُ اﻟ@ﻼم 31ُﺎل ﻋﻘﻼً، وﻻ W150ﻊ ﺷﻋﺎً، وﺗﻘـ
ﯾﻩ : واﺗ7ـﻊ
اﻟ*ﻬد ﻣﺎ ﺗﻠ5ﻪ اﻟﺎ*:ُ ﻣ: اﻟ ﻋﻠﻰ ﻣُﻠ ﺳﻠ1ﺎن أV ﻧـU5ﻪ إﻟـﻪ وأﺧUـت 3ـﻪ
:ﻋ0ــﻪ، ﻘﻟــﻪ ﺗﻌــﺎﻟﻰو ْ َﻣَــﺎ أَرْﺳَــﻠ :ﻨَﺎ ﻣِــﻦ ﻗَﺒْﻠِــﻚَ ﻣِــﻦ ر#ﺳُــﻮلٍ وَﻻَ ﻧَdِــ`ٍّ إِﻻ# إِذَا ﺗَﻤَa#ــ` أَﻟْ_َــ اﻟﺸ# ــﻴْﻄَﺎنُ ; ِــ
ِUأُﻣْﻨِf#ﺘِــ
ِّ7، أV إذا ﺗــﻼ أﻟﻘــﻰ اﻟــPﺎن ﻓــﻲ ﺗﻼوﺗــﻪ ﻣــﺎ ﻟــ ﯾُﻠﻘــﻪ اﻟ0Uــﻲﱞ، Wﺎﻛــﻪ وﻠــ
"ﻋﻠﻰ اﻟﺎﻣﻌ*: 3ﻪ ﺣ71ﺎ ﺑ*ّ0ﺎﻩ2. 3
(
:ﻣ ﺣ
O اﻟUﻼﻏﺔ
ﻻ ﯾﻗﻰ اﻫ51ﺎم اﺑ: اﻟﻌ9ﻲ ﺑ5ﻠ*ﻞ وﺟﻩ 3ﻼﻏﺔ اﻟﻘـآن إﻟـﻰ
اﻫ51ﺎﻣﻪ ﺑ5ﻠ*ﻞ ﻣﻔدات اﻟﻘآن وﺗاﻛ*7ـﻪ، وﻟ@00ـﺎ ﻋﻠـﻰ اﻟـﻏ ﻣـ: ذﻟـ ﻧRـ أﻧـﻪ ﻓـﻲ
3ﻌــ2 اﻟــﺎﻻت Wــ5Qم اﻟ5ﻠ*ــﻞ اﻟ7ﻼﻏــﻲ ﻟ5ﻘــ ﻣﻌ0ــﻰ ﻣــﺎ. ﻓﻬــﺎ ﻫــ Wــ* إﻟــﻰ
ﻓIﺎﺣﺔ 3ﻌـ2 اﻟ5اﻛ*ـ
واﻵWـﺎت اﻟﻘآﻧـﺔ 3ـ'ﻞ ﺳـﻊ وﺧـﺎﻒ ﻟIـﻞ إ ﻟـﻰ ﺗﻘـ
اﻟ1ﻌ0ــﻰ اﻟ1ــاد، وــ5ﻌ*: ﻋﻠــﻰ ذﻟــ–أWrــﺎ-
3ﺎﻟ0pــﺎﺋ اﻟﻘآﻧــﺔ. ﻣــ: اﻷﻣnﻠــﺔ ﻋﻠــﻰ
ذﻟ ﻗﻟﻪ ﻓﻲ ﺗﻔ* ﻗﻟﻪ ﺗﻌﺎﻟﻰ:
.. َ..ﻓَﻌِﱠةٌ ﻣِّ:ْ أَWﱠـﺎمٍ أُﺧَـ ]اﻟ7ﻘـة،
184
[
: "ﻗـﺎل
Oﻋﻠ1ﺎؤﻧﺎ: ﻫ
ا اﻟﻘل ﻣ: ﻟPe اﻟﻔIﺎﺣﺔ، ﻷن ﺗﻘـ
،ﯾﻩ: ﻓـﺄﻓP ﻓﻌـة ﻣـ: أWـﺎم أﺧـ
ﻛ1ﺎ ﻗﺎل ﺗﻌﺎﻟﻰ :
ٌﻓَﻤَﻦ iَﺎنَ ﻣِﻨﻜُﻢ ﻣ#ﺮِhﻀﺎً أَوْ ﺑِUِ أَذًى ﻣ4ﻦ ر#أْﺳِUِ ﻓَﻔِﺪْﻳَﺔ
"، ﺗﻘﯾﻩ ﻓَﻠَ ﻓﻔWﺔ3 اﻟ1ﻘــــس، وﻫــــ اﻷﻗــــ ZZ، ﻟﻘﻟــــﻪ ﺗﻌــــﺎﻟﻰ ﻓــــﻲ اﻵWــــﺔ اﻷﺧــــ
َﻓَﻘَﻌُــــﻮاْ ﻟَــــUُ ﺳَــــﺎﺟِﺪِﻳﻦ
،R]اﻟ29
[
،p، وﻟ W': ﻋﻠﻰ ﻣﻌ0ﻰ اﻟ5ﻌ
وﻧ1ﺎ ﺻر ﻋﻠﻰ و ﺟﻪ اﻹﻟـvام ﻟﻠq7ـﺎدة
واﺗQﺎذﻩ ﻗUﻠﺔ،
"وﻗ ﻧﺦ ﷲ ﺟ1ﻊ ذﻟ ﻓﻲ ﻫOﻩ اﻟ1ﻠﺔ1
. وn*اً ﻣﺎ ـﺎن Wﻌ51ـ ﻋﻠـﻰ
اﻹﻋاب واﻟﺎق وﻧp اﻟ@ﻼم واﻟ0pﺎﺋ اﻟﻘآﻧﺔ ﻟ دﻻﻟﺔ ﻣﻌ0ﻰ ﺗ*
ﻣﺎ 3ﻌـ
ﻣ0ﺎﻗﺔ ﻟﻼﺣ51ﺎﻻت اﻷﺧZ، ﺛـ Wﻘـم ﺑ5ﻘـ ﻣﻌ0ـﻰ اﻟR1ﻠـﺔ اﻟﻘآﻧـﺔ اﻟ5ـﻲ و رد ﻓ*ﻬـﺎ
ﻫـــOا اﻟ5*ـــ
ﻓـــﻲ ﺿـــء اﻟ1ﻌ0ـــﻰ اﻟـــاﺟﺢ اﻟـــOV وﺻـــﻞ إﻟـــﻪ. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
/
16
. 2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
/
28
. 3
(
،اﺑ: اﻟﻌ9ﻲ أ
ﺣﺎم اﻟﻘ آن ،
1
/
78
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ وﻧﻘI 3ﺎﻟ1ل ﺗ0ﺎوﻟَﻪ ﻟﻠﻐﺔ
0اﻟﻘآن اﻟ@ 3'ﻞ ﻣ5ﺎﺗﻬﺎ اﻟ1ﻔدات واﻟ5اﻛ*
واﻟ0p واﻟ7ﻼﻏﺔ، وﻟ@: ﺑ
.ﻣ5ﻔﺎوﺗﺔ 1
(
:ﻣ ﺣ
O اﻟﻔ دات ﻛـﺎن Wﻘـم ﻓـﻲ اﻷﻏﻠـ
ﺑ5ﻠ*ـﻞ اﻟ@ﻠ1ـﺎت اﻟ1ﻔـدة وﺗﻘ*ـ
ًﻣﻌﺎﻧ*ﻬﺎ وﺿﻌﺎ واﺳ5ﻌ1ﺎﻻً ﻋ0 اﻟﻌب، وﻗ Wﻌِّج ﻋﻠﻰ اﺳ5ﻌ1ﺎل اﻟﻘآن ﻟﻬﺎ، وﻘـم
ﻓــﻲ أﺛ0ــﺎء ذﻟــ ﺑ5ﯾــ اﻟ1ﻌ0ــﻰ اﻟ1ــاد ﻣ0ﻬــﺎ ﻓــﻲ اﻵWــﺔ اﻟ5ــﻲ وردت ﻓ*ﻬــﺎ، ــﻞ ذﻟــ
3ﺈWRــﺎز وﺗ@nــe ﯾــﻋ إﻟــﻰ اﻹﻋRــﺎب 31ﻘــرة اﺑــ: اﻟﻌ9ــﻲ ﻋﻠــﻰ اﻹﺣﺎــﺔ 31ﻌ0ــﻰ
اﻟ1ﻔدة 3'ﻠ1ﺎت ﻗﻠ*ﻠﺔ ﺎﺔ وواﺔ. ﻣ: اﻷﻣnﻠﺔ ﻋﻠﻰ ذﻟـ ﺗﯾـُﻩ ﻣﻌ0ـﻰ اﻟ0ﻔﻘـﺔ ﻓـﻲ
ﻗﻟﻪ ﺗﻌﺎﻟﻰ:
ِوَﻣِﻤ#ﺎ رَAَﻗْﻨَﺎ<ُﻢْ ﻳُﻨﻔ َﻘُﻮن ]اﻟ7ﻘة،
3[
: "اﻟ1ﺄﻟﺔ اﻷو
ﻟـﻰ
،ﻓـﻲ اﺷـ5ﻘﺎق اﻟ0ﻔﻘـﺔ
وﻫــــﻲ w7ــــﺎرة ﻋــــ: اﻹﺗــــﻼف وﻟ5ــــﺄﻟe )ﻧَﻔَــــ( ﻓــــﻲ ﻟــــﺎن اﻟﻌــــب ﻣﻌــــﺎنٍ ، أﺻــــﻬﺎ
:اﻹﺗــﻼف، وﻫــ اﻟ1ــاد ﻫــﺎ ﻫ0ــﺎ، Wُﻘــﺎل: ﻧَﻔِــ اﻟــvادُ ﯾ0ﻔــ إذا ﻓ0ِــﻲ، وأﻧﻔﻘــﻪ ﺻــﺎﺣ7ﻪ
أﻓ0ﺎﻩ، وأﻧﻔ اﻟﻘم: ﻓ0ﻲ زادﻫ، وﻣ0ﻪ ﻗﻟﻪ ﺗﻌﺎﻟﻰ
ِإِذاً ﻷ# َﻣْﺴَﻜْﺘُﻢْ ﺧَﺸْﻴَﺔَ اﻹِDﻔَﺎق
1"
2. 2
( ﻣ ﺣ
O اﻟ4 اﻛ
V اﻟﻠﻐJ-ﺔ وﻧr اﻟ5ـﻼم:
،ﻷن اﻟ@ﻠ1ـﺔ اﻟ1ﻔـدة ﻻ ﺗُﻘIـ ﻟـOاﺗﻬﺎ
وﻻ ﺗلّ ﻋﻠﻰ اﻟ1ﻌ0ﻰ ﺑOاﺗﻬﺎ،
ﺑﻞ ﻣ: ﺧﻼل إﺿـﺎﻓ5ﻬﺎ ﻟﻐ*ﻫـﺎ وﺗ*Uﻬـﺎ وﻧp1ﻬـﺎ ﻣﻌـﻪ
،
3Pﻘﺔ ﺗﺎﻣﺔ ﻣﻔ*ة ﻟ1ﻌ0ﻰ ﻣد، ﻟOﻟ اﻋ50ﻰ اﺑ: اﻟﻌ9ﻲ ﺑUـﺎن وﺗﻠ*ـﻞ اﻟ5اﻛ*ـ
وﻗـــ ﺗ5ﻌـــد اﻟ1ﻌـــﺎﻧﻲ ﻘـــم ﺑـــOﻫﺎ ﺛـــ ﯾﻠRـــﺄ إﻟـــﻰ
اﻟ0pـــﺎﺋ اﻟﻘآﻧـــﺔ
ﻟ5ﯾـــ اﻟ1ﻌ0ـــﻰ
:اﻟاﺟﺢ ﺑ*0ﻬﺎ. ﻣ: ذﻟ ﺗﯾﻩ ﻟ1ﻌ0ﻰ ﺗ*
)اﺳRوا ﻵدم( ﻓـﻲ ﻗﻟـﻪ ﺗﻌـﺎﻟﻰ
ْوَإِذ
َِﻜَـــﺔِ اﺳْـــﺠُﺪُواْ ﻵدَمَ ﻓَﺴَ ـــﺠَﺪُواْ إِﻻ# إِﺑْﻠِـــﻴﺲÒَﻗُﻠْﻨَـــﺎ ﻟِﻠْﻤَﻼ ]
،اﻟ7ﻘـــة
34
[: "اﺗﻔﻘـــl اﻷﻣـــﺔ ﻋﻠـــﻰ أن
اﻟـــRد ﻵدم ﻟـــ W'ـــ: ﺳـــRد w7ـــﺎدة، وﻧ1ـــﺎ ـــﺎن ﻋﻠـــﻰ أﺣـــ وﺟﻬـــ*:: إﻣـــﺎ ﺳـــﻼم
lاﻷﻋـــﺎﺟ 3ـــﺎﻟ5@ﻔِّﻲ واﻻﻧ0ـــﺎء واﻟ5ﻌpـــ، وﻣـــﺎ وَﺿْ ـــﻌﻪ ﻗِUْﻠـــﺔ ﺎﻟـــRد ﻟﻠ@q7ـــﺔ و9*ـــ 2
(
،اﺑ: اﻟﻌ9ﻲ اnﻟ;+ر اﻟﺎﺑ ،
1
/
10
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 40 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن اﻟ1ﻘــــس، وﻫــــ اﻷﻗــــ ZZ، ﻟﻘﻟــــﻪ ﺗﻌــــﺎﻟﻰ ﻓــــﻲ اﻵWــــﺔ اﻷﺧــــ
َﻓَﻘَﻌُــــﻮاْ ﻟَــــUُ ﺳَــــﺎﺟِﺪِﻳﻦ
،R]اﻟ29
[
،p، وﻟ W': ﻋﻠﻰ ﻣﻌ0ﻰ اﻟ5ﻌ
وﻧ1ﺎ ﺻر ﻋﻠﻰ و ﺟﻪ اﻹﻟـvام ﻟﻠq7ـﺎدة
واﺗQﺎذﻩ ﻗUﻠﺔ،
"وﻗ ﻧﺦ ﷲ ﺟ1ﻊ ذﻟ ﻓﻲ ﻫOﻩ اﻟ1ﻠﺔ1
. وn*اً ﻣﺎ ـﺎن Wﻌ51ـ ﻋﻠـﻰ
اﻹﻋاب واﻟﺎق وﻧp اﻟ@ﻼم واﻟ0pﺎﺋ اﻟﻘآﻧﺔ ﻟ دﻻﻟﺔ ﻣﻌ0ﻰ ﺗ*
ﻣﺎ 3ﻌـ
ﻣ0ﺎﻗﺔ ﻟﻼﺣ51ﺎﻻت اﻷﺧZ، ﺛـ Wﻘـم ﺑ5ﻘـ ﻣﻌ0ـﻰ اﻟR1ﻠـﺔ اﻟﻘآﻧـﺔ اﻟ5ـﻲ و رد ﻓ*ﻬـﺎ
ﻫـــOا اﻟ5*ـــ
ﻓـــﻲ ﺿـــء اﻟ1ﻌ0ـــﻰ اﻟـــاﺟﺢ اﻟـــOV وﺻـــﻞ إﻟـــﻪ. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ ﻗـــﺎل اﺑـــ: اﻟﻌ9ـــﻲ ﻓـــﻲ
ﺗﻔ*ﻩ ﻟﻘﻟﻪ
:ﺗﻌﺎﻟﻰ
َوَاﺗ#ﺒَﻌُـﻮاْ ﻣَـﺎ ﺗَﺘْﻠُـﻮاْ اﻟﺸ# ـﻴَﺎﻃِZYُ ﻋَWَـ ﻣُﻠْـﻚِ ﺳُـﻠَVَْن:
"اﺧ5ﻠـﻒ اﻟ0ـﺎس ﻓـﻲ
.ﺣف )ﻣﺎ(: ﻓ10ﻬ ﻣ: ﻗﺎل: إﻧﻪ ﻧﻔﻲٌ، وﻣ0ﻬ ﻣ: ﻗﺎل: إﻧﻪ ﻣﻔﻌل، وﻫ اﻟIـﺢ
وﻻ و ﺟﻪ ﻟﻘل ﻣـ: Wﻘـل: إﻧـﻪ ﻧﻔـﻲٌ، ﻻ ﻓـﻲ ﻧpـﺎم اﻟ@ـﻼم وﻻ ﻓـﻲ ﺻـﺔ اﻟ1ﻌ0ـﻰ، وﻻ
ﯾ5ﻌﻠ ﻣ: ﻧﻪ ﻣﻔﻌﻻً ﺳﺎقُ اﻟ@ﻼم 31ُﺎل ﻋﻘﻼً، وﻻ W150ﻊ ﺷﻋﺎً، وﺗﻘـ
ﯾﻩ : واﺗ7ـﻊ
اﻟ*ﻬد ﻣﺎ ﺗﻠ5ﻪ اﻟﺎ*:ُ ﻣ: اﻟ ﻋﻠﻰ ﻣُﻠ ﺳﻠ1ﺎن أV ﻧـU5ﻪ إﻟـﻪ وأﺧUـت 3ـﻪ
:ﻋ0ــﻪ، ﻘﻟــﻪ ﺗﻌــﺎﻟﻰو ْ َﻣَــﺎ أَرْﺳَــﻠ :ﻨَﺎ ﻣِــﻦ ﻗَﺒْﻠِــﻚَ ﻣِــﻦ ر#ﺳُــﻮلٍ وَﻻَ ﻧَdِــ`ٍّ إِﻻ# إِذَا ﺗَﻤَa#ــ` أَﻟْ_َــ اﻟﺸ# ــﻴْﻄَﺎنُ ; ِــ
ِUأُﻣْﻨِf#ﺘِــ
ِّ7، أV إذا ﺗــﻼ أﻟﻘــﻰ اﻟــPﺎن ﻓــﻲ ﺗﻼوﺗــﻪ ﻣــﺎ ﻟــ ﯾُﻠﻘــﻪ اﻟ0Uــﻲﱞ، Wﺎﻛــﻪ وﻠــ
"ﻋﻠﻰ اﻟﺎﻣﻌ*: 3ﻪ ﺣ71ﺎ ﺑ*ّ0ﺎﻩ2. 3
(
:ﻣ ﺣ
O اﻟUﻼﻏﺔ
ﻻ ﯾﻗﻰ اﻫ51ﺎم اﺑ: اﻟﻌ9ﻲ ﺑ5ﻠ*ﻞ وﺟﻩ 3ﻼﻏﺔ اﻟﻘـآن إﻟـﻰ
اﻫ51ﺎﻣﻪ ﺑ5ﻠ*ﻞ ﻣﻔدات اﻟﻘآن وﺗاﻛ*7ـﻪ، وﻟ@00ـﺎ ﻋﻠـﻰ اﻟـﻏ ﻣـ: ذﻟـ ﻧRـ أﻧـﻪ ﻓـﻲ
3ﻌــ2 اﻟــﺎﻻت Wــ5Qم اﻟ5ﻠ*ــﻞ اﻟ7ﻼﻏــﻲ ﻟ5ﻘــ ﻣﻌ0ــﻰ ﻣــﺎ. ﻓﻬــﺎ ﻫــ Wــ* إﻟــﻰ
ﻓIﺎﺣﺔ 3ﻌـ2 اﻟ5اﻛ*ـ
واﻵWـﺎت اﻟﻘآﻧـﺔ 3ـ'ﻞ ﺳـﻊ وﺧـﺎﻒ ﻟIـﻞ إ ﻟـﻰ ﺗﻘـ
اﻟ1ﻌ0ــﻰ اﻟ1ــاد، وــ5ﻌ*: ﻋﻠــﻰ ذﻟــ–أWrــﺎ-
3ﺎﻟ0pــﺎﺋ اﻟﻘآﻧــﺔ. ﻣــ: اﻷﻣnﻠــﺔ ﻋﻠــﻰ
ذﻟ ﻗﻟﻪ ﻓﻲ ﺗﻔ* ﻗﻟﻪ ﺗﻌﺎﻟﻰ:
.. َ..ﻓَﻌِﱠةٌ ﻣِّ:ْ أَWﱠـﺎمٍ أُﺧَـ ]اﻟ7ﻘـة،
184
[
: "ﻗـﺎل
Oﻋﻠ1ﺎؤﻧﺎ: ﻫ
ا اﻟﻘل ﻣ: ﻟPe اﻟﻔIﺎﺣﺔ، ﻷن ﺗﻘـ
،ﯾﻩ: ﻓـﺄﻓP ﻓﻌـة ﻣـ: أWـﺎم أﺧـ
ﻛ1ﺎ ﻗﺎل ﺗﻌﺎﻟﻰ :
ٌﻓَﻤَﻦ iَﺎنَ ﻣِﻨﻜُﻢ ﻣ#ﺮِhﻀﺎً أَوْ ﺑِUِ أَذًى ﻣ4ﻦ ر#أْﺳِUِ ﻓَﻔِﺪْﻳَﺔ
"، ﺗﻘﯾﻩ ﻓَﻠَ ﻓﻔWﺔ3 2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
/
28
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 41 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ وــﺎن Wــ5ﻌ*: 3ﺎﻟ7ﻼﻏــﺔ ﻓــﻲ 3ﻌــ2 اﻟــﺎﻻت ﻟ5ــﺟﺢ ﻣﻌ0ــﻰ ﻣــ: ﺑــ*: ﻋــة ﻣﻌــﺎن
ﻣ51ﻠــﺔ ﻟ@ﻠ1ــﺔ أو ﺗ*ــ
ﻗآﻧــﻲ وذﻟــ 3ـــﺎﻟ0p إﻟــﻰ أن اﻟﻘــآن اﻟ@ــ ﻧــvل ﺑﻠـــﺎن
ﻋ9ﻲ ﻣU*: وأﻧﻪ ﺟﺎر ﻋﻠﻰ أﺳﺎﻟ*
اﻟﻌب ﻓﻲ اﻟﻔIﺎﺣﺔ واﻟUﺎن1
. ﻣ: اﻷﻣnﻠﺔ ﻋﻠﻰ ذﻟ ﺗﻔﻘُﻪ ﺑ*: ﻣﻌ0ﻰ اﻟ7ﺎﻏﻲ واﻟﻌـﺎدV، وﺗﯾـ دﻻﻟـﺔ ـﻞ ﻣ0ﻬ1ـﺎ
ﺑﻗﺔ ﻓﻲ ﻗﻟﻪ ﺗﻌﺎﻟﻰ :
ِإِﻧ#ﻤَﺎ nَ #مَ ﻋَﻠَﻴْﻜُﻢُ اﻟْﻤَfْﺘَـﺔَ وَاﻟـﺪ#مَ وَﻟَﺤْـﻢَ اﻟْﺨِﻨﺰِﻳـﺮِ وَﻣَـﺎ أُ<ِـﻞ# ﺑِـUِ ﻟِﻐَZْـjِ اﻟﻠّـUِ ﻓَﻤَـﻦ
َاﺿْ ــpُ# ﻏ ٍZْــjَ ﺑَــﺎغٍ وَﻻَ ﻋَــﺎد ]اﻟ7ﻘــة،
173
[
،
eﺧــﺔَ اﻟﻗــع ﻓــﻲ اﻟ5@ــار اﻟــOV ﻻ Wrــ
@ﻣﻌ0ﻰ، وﻫOا أﻣ ﻻ ﯾﻠ* 3ﻔIﺎﺣﺔ اﻟﻘآن اﻟ . 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
4
/
1935
. 2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
/
57
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ أَوْ ﺻَ ِWﻘ ]اﻟ0ر،
61
[
:
nﻣَ:ْ ﻟﻲ 31: ﯾ
ــــــــــ اﻟﻔادُ ﺑُدِّﻩ وذا ﺗﺣﱠ
ـــــــــــ ﻞ ﻟ ﯾvغْ ﻋ: ﻋﻬﻩ
Wﺎ ﺑس ﻧﻔﻲ ﻣِ:ْ أخٍ ﻟﻲ 3ﺎذل ﺣُْ :َ اﻟﻓ
ـ
ـــــــــــــ
ﺎء 3ِﻘُْ9ﻪ ﻻ 3ُﻌِْﻩ
ﯾُﻟﻲ اﻟIﻔﺎء ﺑ0ُPْﻘِﻪ ﻻ ﺧُﻠ
ــــــ ﻘـــــ
ﻪ وُسﱡ ﺻ
ــــــ
ﺎ3ﺎً ﻓﻲ ﺣﻼوة ﺷﻬْﻩ
ﻓَﻠﺎﻧﻪ ﯾُUV ﺟ
ــــــــــــــــــ ْاﻫ ﻋِﻘ
ــ
ﻩ وﺟَ0َﺎﻧ
ـــــــــــــــــ ﻪ ﺗﻐﻠﻲ ﻣاﺟِﻞُ ﺣِﻘْﻩ
*ُﻻ ﻫُﱠ إﻧﻲ ﻻ أ
ـــــــــــــــ ً ﻓاﺳﺔ
3 أﺳ5ﻌ*O ﻣ: اﻟد وَ*ِْﻩ1 :OاﻟWﻠV اﻟZﺎﻟ
ﻣﻬIﻪ ﻓﻲ اﻟ
4ﻌﺎﻣﻞ ﻣﻊ ﻣ;ﺎدر اﻟ4ﻔ
!ﺎﻟﺄﺛJر
،*ﻻ ﺷﱠ أن اﻟ5ﻔـ* 3ﺎﻟ1ـﺄﺛر ﻫـ أﻓrـﻞ وأﻗـم ﻣ0ـﺎﻫﺞ اﻟ5ﻔـ
ﻷﻧـﻪ إﻣـﺎ أن
W'ن ﺗﻔ*اً ﻟﻠﻘـآن اﻟ@ـ 3'ـﻼم ﷲ–ﺗﻌـﺎﻟﻰ-
ﻧﻔـﻪ، ¦ﷲ–ﺗﻌـﺎﻟﻰ-
.أﻋﻠـ 31ـادﻩ
وﻣــﺎ أن W'ــن ﺗﻔــ*اً ﻟــﻪ 3'ــﻼم رﺳــل ﷲ-
ﺻــﻠﻰ ﷲ ﻋﻠــﻪ وﺳــﻠ-
:ِّ*وﻫــ اﻟ1Uــ
،اﻟــﺎرح ﻟ@ــﻼم ﷲ ﺗﻌــﺎﻟﻰ. وﻣــﺎ أن W'ــن 3ــﺄﻗال اﻟIــﺎ3ﺔ اﻟــOﯾ: ﺷــﺎﻫوا اﻟ50vــﻞ
وﻫ أﻫﻞ اﻟﻠﺎن ا :ﻟOV ﻧـvل 3ـﻪ اﻟﻘـآن اﻟ@ـ، وﺗ1*ـvوا ﻋـ: ﻏ*ـﻫ 31ـﺎ ﺷـﺎﻫوﻩ ﻣـ
اﻟﻘاﺋ: واﻷﺣال ﺣ*: ﻧـvول اﻟـﺣﻲ. وﻣـﺎ 3ـﺄﻗال اﻟ5ـﺎ3ﻌ*: ﺗﻼﻣـOة اﻟIـﺎ3ﺔ، وﻧَﻘَﻠـﺔ
.ﻋﻠﻣﻬ2
وﻓﻲ اﻟcﻘﺔ ﻓﺈنّ اﻟ7ﺎﺣ ﻓﻲ ﺗﻔ* اﺑ: اﻟﻌ9ﻲ WR اﻟ5vاﻣﺎً واﺿﺎً ﻣ0ﻪ 3ﺎﻻﻋ51ﺎد
ﻋﻠـــﻰ ﻣIـــﺎدر اﻟ5ﻔـــ* 3ﺎﻟ1ـــﺄﺛر: اﻟﻘـــآن
اﻟ@ـــ، واﻟـــ0ﺔ اﻟ0Uـــﺔ اﻟـــﻔﺔ، وأﻗـــال
.:*اﻟIﺎ3ﺔ واﻟ5ﺎ3ﻌ :OاﻟWﻠV اﻟZﺎﻟ
ﻣﻬIﻪ ﻓﻲ اﻟ
4ﻌﺎﻣﻞ ﻣﻊ ﻣ;ﺎدر اﻟ4ﻔ
!ﺎﻟﺄﺛJر :OاﻟWﻠV اﻟZﺎﻟ
ﻣﻬIﻪ ﻓﻲ اﻟ
4ﻌﺎﻣﻞ ﻣﻊ ﻣ;ﺎدر اﻟ4ﻔ
!ﺎﻟﺄﺛJر
،*ﻻ ﺷﱠ أن اﻟ5ﻔـ* 3ﺎﻟ1ـﺄﺛر ﻫـ أﻓrـﻞ وأﻗـم ﻣ0ـﺎﻫﺞ اﻟ5ﻔـ
ﻷﻧـﻪ إﻣـﺎ أن
W'ن ﺗﻔ*اً ﻟﻠﻘـآن اﻟ@ـ 3'ـﻼم ﷲ–ﺗﻌـﺎﻟﻰ-
ﻧﻔـﻪ، ¦ﷲ–ﺗﻌـﺎﻟﻰ-
.أﻋﻠـ 31ـادﻩ
وﻣــﺎ أن W'ــن ﺗﻔــ*اً ﻟــﻪ 3'ــﻼم رﺳــل ﷲ-
ﺻــﻠﻰ ﷲ ﻋﻠــﻪ وﺳــﻠ-
:ِّ*وﻫــ اﻟ1Uــ
،اﻟــﺎرح ﻟ@ــﻼم ﷲ ﺗﻌــﺎﻟﻰ. وﻣــﺎ أن W'ــن 3ــﺄﻗال اﻟIــﺎ3ﺔ اﻟــOﯾ: ﺷــﺎﻫوا اﻟ50vــﻞ
وﻫ أﻫﻞ اﻟﻠﺎن ا :ﻟOV ﻧـvل 3ـﻪ اﻟﻘـآن اﻟ@ـ، وﺗ1*ـvوا ﻋـ: ﻏ*ـﻫ 31ـﺎ ﺷـﺎﻫوﻩ ﻣـ
اﻟﻘاﺋ: واﻷﺣال ﺣ*: ﻧـvول اﻟـﺣﻲ. وﻣـﺎ 3ـﺄﻗال اﻟ5ـﺎ3ﻌ*: ﺗﻼﻣـOة اﻟIـﺎ3ﺔ، وﻧَﻘَﻠـﺔ
ﻋﻠﻣﻬ2 وﻓﻲ اﻟcﻘﺔ ﻓﺈنّ اﻟ7ﺎﺣ ﻓﻲ ﺗﻔ* اﺑ: اﻟﻌ9ﻲ WR اﻟ5vاﻣﺎً واﺿﺎً ﻣ0ﻪ 3ﺎﻻﻋ51ﺎد
ﻋﻠـــﻰ ﻣIـــﺎدر اﻟ5ﻔـــ* 3ﺎﻟ1ـــﺄﺛر: اﻟﻘـــآن اﻟ@ـــ، واﻟـــ0ﺔ اﻟ0Uـــﺔ اﻟـــﻔﺔ، وأﻗـــال
.:*اﻟIﺎ3ﺔ واﻟ5ﺎ3ﻌ Zإنّ ﻣUــأ ﺗﻔــ* اﻟﻘــآن 3ــﺎﻟﻘآن واﻟــ0ﺔ ﻫــ ﻣــ: اﻟﻌ0ﺎﺻــ اﻟ10ﻬRــﺔ اﻟ@Uــ
اﻟ5ﻲ ﻻ ﯾ0ﻔﱡ أﺣـﻫﺎ ﻋـ: اﻵﺧـ ﻓـﻲ ﻋ1ﻠـﺔ ﺗﻔـ* اﺑـ: اﻟﻌ9ـﻲ ﻟﻠﻘـآن اﻟ@ـ، وﻗـ
أﺷﺎر إﻟﻰ ﻫـOا اﻟ1Uـأ اﻟ5ـﺄوﻠﻲ اﻟ1ـvV وأﻓIـﺢ ﻋ0ـﻪ ﻓـﻲ ﻣﻘﻣـﺔ
ﺗﻔـ*ﻩ 1ـﺎ أﺷـﻧﺎ
إﻟﻰ ذﻟ ﻣ: ﻗUﻞُ. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ Wﻘــل اﺑــ: اﻟﻌ9ــﻲ
: "ﻗﻟــﻪ ﺗﻌــﺎﻟﻰ:
ٍﻏَZْــjَ ﺑَــﺎغٍ وَﻻَ ﻋَــﺎد
ــﻪ :أﻗــال n*ــة ﻧQU5ﻬــﺎ اﺛ0ــﺎن
اﻷول :
أن اﻟ7ــﺎﻏﻲ ﻓــﻲ اﻟﻠﻐــﺔ ﻫــ اﻟPﺎﻟــ
ﻟQ*ــ ــﺎن أو ﻟــ، إﻻ أﻧــﻪ ﺧُــّ ﻫ0ــﺎ
3Pﺎﻟ
اﻟ، وﻣ: ﺎﻟ
اﻟ اﻟQﺎرجُ ﻋﻠﻰ اﻹﻣﺎم اﻟ1ﻔﺎرقُ ﻟﻠR1ﺎﻋـﺔ، وﻫـ اﻟ1ـاد
3ﻘﻟﻪ ﺗﻌﺎﻟﻰ :
ﻓَِن َﻐَﺖْ إِﺣْﺪَا<ُﻤَﺎ ﻋَWَ اﻷْ ُsْ َى
واﻟﻌﺎدV، وﻫ اﻟ1Rﺎوز ﻣﺎ WRز إﻟـﻰ ﻣـﺎ
ﻻ WRـــز، وﺧُـــّ ﻫ0ـــﺎ 3ﻘـــﺎﻊ اﻟـــU*ﻞ، وﻗـــ ﻗﺎﻟـــﻪ ﻣRﺎﻫـــ واﺑـــ: ﺟُU*ـــ. اﻟnـــﺎﻧﻲ: أن
اﻟ7ــﺎﻏﻲ آﻛــﻞ اﻟ1*5ــﺔ ﻓــق اﻟﺎﺟــﺔ، واﻟﻌــﺎدV آﻛﻠﻬــﺎ ﻣــﻊ وﺟــد ﻏ*ﻫــ
ﺎ ، ﻗﺎﻟــﻪ ﺟ1ﺎﻋــﺔ
ﻣ0ﻬ ﻗ5ﺎدة واﻟ: وﻋ'ﻣﺔ. وﺗﻘ* اﻟﻘل ﻓﻲ ذﻟ أنﱠ اﻟﻌﺎدV 3ﺎغٍ، ﻓﻠ1ﺎ أﻓد ﷲ
ًﺗﻌﺎﻟﻰ ﻞ واﺣ ﻣ0ﻬ1ﺎ 3ﺎﻟO ﺗﻌ*ّ: ﻟﻪ ﻣﻌ0ﻰً ﻏ* ﻣﻌ0ﻰ اﻵﺧـ، ﻟـ ﻼ W'ـن ﺗ@ـارا
WQــج ﻋــ: اﻟﻔIــﺎﺣﺔ اﻟاﺟ7ــﺔ ﻟﻠﻘــآن. واﻷﺻــﺢ واﻟﺎﻟــﺔ ﻫــOﻩ أن ﻣ ٍ
ﻌ0ــﺎﻩ ﻏ*ــ ﺎﻟــ
ﺷـاً وﻻ ﻣ5Rـﺎوز
ّﺣـ
اً، ﻓﺄﻣـﺎ ﻗﻟـﻪ :
)ﻏ*ـ ﺎﻟـ
ﺷـاً( ﻓ*ـﺧﻞ ﺗ5ـﻪ ـﻞ ﺧـﺎرج ﻋﻠـﻰ
اﻹﻣـــﺎم وﻗـــﺎﻊ ﻟﻠPـــ وﻣـــﺎ ﻓـــﻲ ﻣﻌ0ـــﺎﻩ. وأ ﻣـــﺎ )ﻏ*ـــ ﻣ5Rـــﺎوز ﺣـــاً( ﻓ1ﻌ0ـــﺎﻩ ﻏ*ـــ
"ﻣ5Rﺎوز ﺣﱠ اﻟrورة إﻟﻰ ﺣ اﻻﺧ5ﺎر2
. 4
(
: اﻟ9ــﻌ
وﻓــﻲ ﻫــOا اﻟــﺎق ﻻ ﺑــّ أن ﻧــ* إﻟــﻰ أن اﺑــ: اﻟﻌ9ــﻲ ــﺎن W5ــﻬ
3ﺎﻟﻌ وOﻩ ﻠ1ﺎ ﺳ0l ﻟﻪ ﻓﺻﺔ إﻟﻰ ذﻟ، إﻣﺎ ﻣ: أﺟﻞ ﺗﺿـﺢ ﻣﻌ0ـﻰ ﻠ1ـﺔ
ﻣ: اﻟ0ﺎﺣـﺔ اﻟﻠﻐـﺔ، وﻣـﺎ ﻣـ: أﺟـﻞ أن ﯾvـ ﻣﻌ0ـﻰً أﺷـﺎرت إﻟـﻪ اﻵWـﺔ اﻟ5ـﻲ Wﻔِّ ـﻫﺎ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ
2 42 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن وﺿـﺣﺎً وﻗـةً. ﻣـ: ﻣnـﻞ ﻣــﺎ ذـﻩ ﻣـ: أﺑـﺎت ﺷـﻌﺔ ﻧp1ﻬــﺎ ﺑ
0ﻔـﻪ Wـ' ﻓ*ﻬـﺎ ﻧــرة
:اﻟIﯾ اﻟcﻘﻲ، ﻋ0 ﺗﻔ*ﻩ ﻟﻘﻟﻪ ﺗﻌﺎﻟﻰ
.. ُْ@ِ.. أَوْ ﺻَ ِWﻘ ]اﻟ0ر،
61
[
:
nﻣَ:ْ ﻟﻲ 31: ﯾ
ــــــــــ اﻟﻔادُ ﺑُدِّﻩ وذا ﺗﺣﱠ
ـــــــــــ ﻞ ﻟ ﯾvغْ ﻋ: ﻋﻬﻩ
Wﺎ ﺑس ﻧﻔﻲ ﻣِ:ْ أخٍ ﻟﻲ 3ﺎذل ﺣُْ :َ اﻟﻓ
ـ
ـــــــــــــ
ﺎء 3ِﻘُْ9ﻪ ﻻ 3ُﻌِْﻩ
ﯾُﻟﻲ اﻟIﻔﺎء ﺑ0ُPْﻘِﻪ ﻻ ﺧُﻠ
ــــــ ﻘـــــ
ﻪ وُسﱡ ﺻ
ــــــ
ﺎ3ﺎً ﻓﻲ ﺣﻼوة ﺷﻬْﻩ
ﻓَﻠﺎﻧﻪ ﯾُUV ﺟ
ــــــــــــــــــ ْاﻫ ﻋِﻘ
ــ
ﻩ وﺟَ0َﺎﻧ
ـــــــــــــــــ ﻪ ﺗﻐﻠﻲ ﻣاﺟِﻞُ ﺣِﻘْﻩ
*ُﻻ ﻫُﱠ إﻧﻲ ﻻ أ
ـــــــــــــــ ً ﻓاﺳﺔ
3 أﺳ5ﻌ*O ﻣ: اﻟد وَ*ِْﻩ1 وﺿـﺣﺎً وﻗـةً. ﻣـ: ﻣnـﻞ ﻣــﺎ ذـﻩ ﻣـ: أﺑـﺎت ﺷـﻌﺔ ﻧp1ﻬــﺎ ﺑ 0ﻔـﻪ Wـ' ﻓ*ﻬـﺎ ﻧــرة
:اﻟIﯾ اﻟcﻘﻲ، ﻋ0 ﺗﻔ*ﻩ ﻟﻘﻟﻪ ﺗﻌﺎﻟﻰ
.. ُْ@ِ.. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ واﻷدﻟﺔ ﻋﻠﻰ اﻟ5vاﻣﻪ ﺑﻬOا اﻟ1Uأ أﻛn ﻣ: أن ﺗُIﻰ ﻓﻲ ﺗﻔ*ﻩ
.uإذ ﻫ W'ِّﻞ ﻗام ﻣ0ﻬRﻪ اﻟ5ﻔ*V، ﻟ@00ﺎ ﻫ0ﺎ ﺳ0@5ﻔﻲ ﺑO أﻣnﻠﺔ ﻗﻠ*ﻠﺔ ﻋﻠﻪ ﻓﻘ 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ،
3
/
1406
،ً. واﻧp أWrﺎ2
/
777
،
818،910
-
912
؛3
/
1549
؛4
/
1742
. 2
(
،اﻧp، ﻓﻬ اﻟوﻣﻲ
أﺻJل اﻟ4ﻔ
و ﻣﺎﻫIﻪ ،
71
-
72
،؛ ﷴ ﻟPﻔﻲ اﻟI7ﺎغ
!,Jث ﻓﻲ أﺻـJل اﻟ4ﻔـ ،
1
، ﺑ*وت، اﻟ1'5
اﻹ ،ﺳﻼﻣﻲ1988م ،
67
-
76
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 43 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ :ﻣ: اﻷﻣnﻠﺔ ﻋﻠﻰ ﺗﻔ*ﻩ اﻟﻘآن 3ﺎﻟﻘآن ﺗﻔ*ُﻩ "اﻻﺳ5n0ﺎء" ﻓﻲ ﻗﻟﻪ ﺗﻌﺎﻟﻰ
إﻻ ﻣﺎ
5*ذﱠ ]اﻟ1ﺎﺋة،
3[
3ﻘﻟﻪ: "ﻪ ﺛﻼﺛﺔ أﻗال: اﻷول: أﻧﻪ اﺳ5n0ﺎء ﻣﻘPـع ﻋ1ـﺎ ﻗUﻠـﻪ
ﻏ* ﻋﺎﺋ إﻟﻰ ﺷﻲء ﻣـ: اﻟ1ـOرات، و ذﻟـ ﻣـﻬر ﻓـﻲ ﻟـﺎن اﻟﻌـب، وRﻌﻠـن
:إﻻ 31ﻌ0ﻰ ﻟ@:، ﻣ: ذﻟ ﻗﻟﻪ
ًوَﻣَﺎ iَﺎنَ ﻟِﻤُﺆْﻣِﻦٍ أَن hَﻘْﺘُﻞَ ﻣُﺆْﻣِﻨﺎً إِﻻ# ﺧَﻄَﺌﺎ
ْﻣﻌ0ﺎﻩ: ﻟ@: إن
ﻗ5ﻠـــ"...ﻪ ﺧPـــﺄ، وﻗـــ ﺗﻘـــﱠم ﻼﻣ0ـــﺎ ﻋﻠـــﻪ1. وﻗـــ ﻓﱠ ـــ ﻠ1ـــﺔ "اﻟIـــﺎدﻗ*:" ﻓـــﻲ ﻗﻟـــﻪ
:ﺗﻌﺎﻟﻰ
َUّﻳَﺎ أَﻳ3َﺎ اﻟ#ﺬِﻳﻦَ آﻣَﻨُﻮاْ اw#ﻘُﻮاْ اﻟﻠ
َYZِوَﻛُﻮﻧُـﻮاْ ﻣَـﻊَ اﻟﺼ# ـﺎدِﻗ ]اﻟ59ـﺔ ،
119
[
3ـﺎﻟﻘآن ﻋ0ـﻣﺎ
:ﻗــﺎل
:"اﻟIــﺎدﻗن ﻫــ اﻟ1ﻓــن 31ــﺎ ﻋﺎﻫــوا، وذﻟــ 3ﻘﻟــﻪ ﺗﻌــﺎﻟﻰ
ٌرِﺟَــﺎل ﺻَ ــﺪَﻗُﻮا ﻣَــﺎ
ِUْﻋَﺎ<َﺪُوا اﷲَ ﻋَﻠَﻴ
."
2 وﻣــ: أﻣnﻠــﺔ ﺗﻔــ* اﺑــ: اﻟﻌ9ــﻲ اﻟﻘــآن اﻟ@ــ 3ــﺎﻟﻘآن وe9ﺎﻟــﯾ اﻟــ
lﻓــﻲ وﻗــ
واﺣ ﻓﻲ ﻣﻌp اﻟﺎﻻت ُ*، ﺗﻔ:ﻩ "ﺳU*ﻞ ﷲ" ﻓﻲ ﻗﻟﻪ ﺗﻌﺎﻟﻰ
ِUوَﻗَﺎﺗِﻠُﻮاْ ; ِ: ﺳَـ|ِﻴﻞِ اﻟﻠّـ
]اﻟ7ﻘــة،
244
[ 3ﻘﻟــﻪ: "ﻣــﺎ ﻣــ: ﺳــU*ﻞ ﻣــ: ﺳُ ــUُﻞ
،ﷲ ﺗﻌــﺎﻟﻰ إﻻ Wُﻘﺎﺗــﻞ ﻋﻠ*ﻬــﺎ وﻓ*ﻬــﺎ
:وأوﻟﻬــﺎ وأﻋp1ﻬــﺎ دﯾــ: اﻹﺳــﻼم، ﻗــﺎل ﷲ ﺳــ7ﺎﻧﻪﻗُــﻞْ <َـــﺬِهِ ﺳَــ|ِﻴWِ: أَدْﻋُــ ﻮ إَِــ اﻟﻠّــUِ ﻋَWَــ
ٍَﺼِــZjَة،
وزاد ﺻــﻠﻰ ﷲ ﻋﻠــﻪ وﺳــﻠ ﺗ1ﺎﻣــﺎً ﻓﻘــﺎل: )ﻣَــ:ْ ﻗﺎﺗــﻞ ﻟ5@ــن ﻠ1ــﺔ ﷲ اﻟﻌﻠــﺎ
ﻓﻬ ﻓﻲ ﺳU*ﻞ ﷲ("
3
P. وOﻟ ﺗﻔ*ﻩ ﻣﻌ0ﻰ اﻟ :ﺎﻋﺔ ﻓﻲ ﻗﻟﻪ ﺗﻌﺎﻟﻰ
َ:Wَﺎ أَﯾﱡﻬَﺎ اﻟﱠOِﯾ
ُْ@0آﻣَ0ُــــاْ أَِ ﻌُــــاْ ·َّ وَأَِ ﻌُــــاْ اﻟﱠﺳُ ــــلَ وَأُوْﻟِــــﻲ اﻷَﻣْــــِ ﻣِــــ ]اﻟ0ــــﺎء،
59
[
:، 3ﻘﻟــــﻪ
"ﺣcﻘـــﺔ اﻟPﺎﻋـــﺔ، وﻫـــﻲ اﻣ5nـــﺎل اﻷﻣـــ"
، 1ـــﺎ أن اﻟ1ﻌIـــﺔ ﺿـــﻫﺎ، وﻫـــﻲ ﻣQﺎﻟﻔـــﺔ
.. اﻷﻣــ. واﻟPﺎﻋـــﺔ ﻣــﺄﺧذة ﻣـــ: ــﺎع إذا اﻧﻘـــﺎد، واﻟ1ﻌIــﺔ ﻣـــﺄﺧذة ﻣــ: ﻋIـــﻰ
ﻓ1ﻌ0ــﻰ ذﻟــ اﻣ5nﻠــا أﻣــ ﷲ ﺗﻌــﺎﻟﻰ وأﻣــ رﺳــﻟﻪ ﺻــﻠﻰ ﷲ ﻋﻠــﻪ وﺳــﻠ. 1
(
،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
2
/
539
.
2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ،
2
/
1027
.
3
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
/
229
.
4
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ
،
1
/
451
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ وﻗــ ﻗــﺎل
اﻟ0Uــﻲ-
ﺻــﻠﻰ ﷲ ﻋﻠــﻪ و ﺳــﻠ-: )ﻣَــ ْ:
أــﺎع أﻣ*ــV ﻓﻘــ أــﺎﻋ0ﻲ، وﻣَــ ْ:
أــﺎﻋ0ﻲ
ﻓﻘ أﺎع ﷲ
ْ:ﺗﻌﺎﻟﻰ، وﻣ ﻋIﻰ أﻣ*V ﻓﻘـ ﻋIـﺎﻧﻲ، وﻣَـ ْ:
ﻋIـﺎﻧﻲ ﻓﻘـ ﻋIـﻰ
(ﷲ ﺗﻌــــﺎﻟﻰ4
:. وﻗــــ ﻓّ ــــ اﺑــــ: اﻟﻌ9ــــﻲ "اﻹﺣــــﺎن" ﻓــــﻲ ﻗﻟــــﻪ ﺗﻌــــﺎﻟﻰ
ﻫَــــﻞْ ﺟَــــvَاء
ُاﻹِْﺣَْ ــﺎنِ إِﻻﱠ اﻹِْﺣَْ ــﺎن ]
:1اﻟــﺣ،
60
[
3ﺎﻻﻋ51ــﺎد ﻋﻠــﻰ اﻟــﯾ اﻟــe، ﺣ*ــ 1
(
،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
2
/
539
. 2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ،
2
/
1027
. 3
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
/
229
. 4
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ
،
1
/
451
. 4
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ
،
1
/
451
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ
4 44 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن ﻗـــﺎل: "وﻗـــ ﺛUـــl ﻓـــﻲ اﻟـــﯾ اﻟIـــﺢ أن ﺟUـــﻞ ﺳـــﺄل اﻟ0Uـــﻲ-
ﺻـــﻠﻰ ﷲ ﻋﻠـــﻪ
وﺳﻠ-
ﻋ: اﻹﺣﺎن ﻓﻘﺎل: أن ﺗﻌU ﷲ ﺄﻧ ﺗاﻩ ﻓﺈن ﻟ ﺗ@: ﺗاﻩ ﻓﺈﻧﻪ ﯾاك. ﻓﻬOا
إﺣـــﺎن اﻟﻌUـــ. وأﻣـــﺎ إﺣـــﺎن ﷲ ﻓﻬـــ دﺧـــل اﻟـــ0ﻰ و ﻫـــﻲ اﻟR0ـــﺔ ، وﻟﻠـــ0ﻰ
... درﺟﺎت
:وﻫOا ﻣ: أﺟﻠﻬﺎ ﻗراً و أﻛﻣﻬﺎ أﻣاً، وأﺣ0ﻬﺎ ﺛا3ﺎً، ﻓﻘ ﻗﺎل ﷲ ﺗﻌﺎﻟﻰ
َﻟ4ﻠ#ﺬِﻳﻦَ أ ٌﺣْﺴَﻨُﻮاْ اﻟْﺤُﺴْ aَ` وَزِﻳَـﺎدَة
"ﻓﻬـOا ﺗﻔـ*ﻩ1
. وﻫ'ـOا ﻓﺈﻧ0ـﺎ ﻧﻼﺣـª ﻣـ: ﺧـﻼل اﻷﻣnﻠـﺔ
اﻟـــﺎ3ﻘﺔ أنّ اﺑـــ: اﻟﻌ9ـــﻲ WR1ـــﻊ ﻓـــﻲ ﺗﻔـــ*ﻩ ﻟﻶWـــﺎت اﻟﻘآﻧـــﺔ ﺑـــ*: اﻟﻘـــآن واﻟـــﯾ
اﻟIــﺢ ﻓـــﻲ آنٍ واﺣـــ، وﺟ1ﻌــﻪ ﻫـــOا WﻌP*0ـــﺎ دﻻﻟـــﺔ واﺿــﺔ ﻋﻠـــﻰ اﻟ5vاﻣـــﻪ اﻟـــﯾ
.31Uأ ﺗﻔ* اﻟﻘآن 3ﺎﻟﻘآن واﻟ0ﺔ
أﻣــــﺎ اﻷﻣnﻠــــﺔ اﻟ5ــــﻲ ﺗــــ* إﻟــــﻰ اﻋ51ــــﺎد اﺑــــ: اﻟﻌ9ــــﻲ
اﻟ@U*ــــ ﻋﻠــــﻰ أﻗــــال اﻟIــــﺎ3ﺔ
واﻟ5ﺎ3ﻌ*: ﻓﻬﻲ ﺗ@ﺎد ﺗ@ـن ﻣﺟـدة ﻓـﻲ ـﻞ ﺻـﻔﺎت ﺗﻔـ*ﻩ ،
ﻟـOﻟ ﻓـﺈﻧﻲ ﺳـﺄﻛ5ﻔﻲ
.uﺑO ﻣnﺎل واﺣ ﻣ0ﻬﺎ ﻓﻘ ﻗـــﺎل: "وﻗـــ ﺛUـــl ﻓـــﻲ اﻟـــﯾ اﻟIـــﺢ أن ﺟUـــﻞ ﺳـــﺄل اﻟ0Uـــﻲ-
ﺻـــﻠﻰ ﷲ ﻋﻠـــﻪ
وﺳﻠ-
ﻋ: اﻹﺣﺎن ﻓﻘﺎل: أن ﺗﻌU ﷲ ﺄﻧ ﺗاﻩ ﻓﺈن ﻟ ﺗ@: ﺗاﻩ ﻓﺈﻧﻪ ﯾاك. ﻓﻬOا
إﺣـــﺎن اﻟﻌUـــ. وأﻣـــﺎ إﺣـــﺎن ﷲ ﻓﻬـــ دﺧـــل اﻟـــ0ﻰ و ﻫـــﻲ اﻟR0ـــﺔ ، وﻟﻠـــ0ﻰ
... درﺟﺎت
:وﻫOا ﻣ: أﺟﻠﻬﺎ ﻗراً و أﻛﻣﻬﺎ أﻣاً، وأﺣ0ﻬﺎ ﺛا3ﺎً، ﻓﻘ ﻗﺎل ﷲ ﺗﻌﺎﻟﻰ
َﻟ4ﻠ#ﺬِﻳﻦَ أ ٌﺣْﺴَﻨُﻮاْ اﻟْﺤُﺴْ aَ` وَزِﻳَـﺎدَة
"ﻓﻬـOا ﺗﻔـ*ﻩ1
. 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ،
4
/
1736
. 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ،
4
/
1736
.
2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
/
226
-
227
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ و1'ــ
:ﺗﻠQ ﻋ0ﺎﺻ ﻫOا اﻟ10ﻬﺞ ﻣ: ﺧﻼل اﻟ0ﻘﺎ اﻟ5ﺎﻟﺔ اﻟWﻠV اﻟ ا!ﻊ: ﻣﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻷﺣﺎدﯾO اﻟ?J-ﺔ
ﻣــﱠ ﻣﻌ0ــﺎ ﻓــﻲ ﻓﻘــة ﺳــﺎ3ﻘﺔ أن
اﺑــ: اﻟﻌ9ــﻲ ــﺎن ﻣــ: اﻟﻔّــﺎ³، و7ــﺎر ﻋﻠ1ــﺎء
وﺷــﱠاح اﻟــﯾ اﻟ0UــV، وﻣــ: اﻟ1ﻠ5ــvﻣ*: 31ــ0ﻬﺞ ﻣرﺳــﺔ اﻷﺛــ ﻓــﻲ اﻟ5ﻔــ*، ﻟــOﻟ
ﻛـــﺎن ﻣـــ: اﻟPUﻌـــﻲ أن ﻧRـــ ﻟـــﻪ
ﻋ0ﺎWـــﺔ ﺧﺎﺻـــﺔ 3ﺎﻻﺳ5ـــﻬﺎد واﻻﺳـــ5ﻻل 3ﺎﻟـــﯾ
اﻟ0UــV ﻣــ: أوﺛــ ﻣIــﺎدر
ﻩ اﻟ1ﻌ51ــة ﻓــﻲ اﻟ1ــﺎﺋﻞ اﻟﻔﻘﻬــﺔ اﻟ5ــﻲ ﺗﻌــّض ﻟﻬــﺎ،
وﻧRــ
ﻋ0ــﻩ
:ﻣ0ﻬRــﺎً ﻣ51*ّــvاً ﻓــﻲ اﻟ5ﻌﺎﻣــﻞ ﻣــﻊ اﻷﺣﺎدﯾــ اﻟ5ــﻲ ﯾردﻫــﺎ ﻓــﻲ ﺗﻔــ*ﻩ. و1'ــ
:ﺗﻠQ ﻋ0ﺎﺻ ﻫOا اﻟ10ﻬﺞ ﻣ: ﺧﻼل اﻟ0ﻘﺎ اﻟ5ﺎﻟﺔ
1
(
Wــﻌﻰ ﺟﻬــﻩ أن ﻻ ﯾــO ﻣــ: اﻷﺣﺎدﯾــ إﻻ اﻟIــﺔ اﻟnﺎﺑ5ــﺔ ﻣ0ﻬــﺎ، اﻟ1ــOرة
Vﻓـــﻲ 5ـــ
اﻟـــ0ّﺔ اﻟIـــﺔ اﻟ15ﻠﻘـــﺎة 3ـــﺎﻟﻘUل ﻋ0ـــ اﻷﻣـــﺔ، وﻫـــﻲ ﺻـــﺎ اﻟ7Qـــﺎر
وﻣـﻠ واﻟ1ـﺄ و5ــ
اﻟـ0: اﻷر9ﻌـﺔ1،
ﻓﻬــﺎ ﻫـ ﻓـﻲ ﺗﻌﻠﻘــﻪ ﻋﻠـﻰ اﻟواWـﺎت اﻟــاردة
ﻓـــﻲ اﻟIــــﻠات اﻹﺑاt1ــــﺔ ﯾــــﻋ اﻟ1ــــﻠ1*: إﻟـــﻰ اﻟ5nUــــ l واﻟ51**ــــv ﺑــــ*: اﻟIــــﺢ
واﻟﻔﺎﺳ أﺛ0ﺎء ﺗﻌﺎﻣﻠﻬ ﻣﻊ اﻟواWﺎت 3'ﻞ ﻋﺎم: "ﻣ: ﻫـOﻩ اﻟواWـﺎت ﺻـﺢ، وﻣ0ﻬـﺎ
ﺳـــc... وﻧ1ـــﺎ ﻋﻠـــﻰ اﻟ0ـــﺎس أن ﯾ0pـــوا ﻓـــﻲ أدWـــﺎﻧﻬ ﻧَpَـــﻫ ﻓـــﻲ أﻣـــاﻟﻬ، وﻫـــ ﻻ
WﺄﺧOون ﻓﻲ اﻟUـﻊ دﯾ0ـﺎراً ﻣﻌ*7ـﺎً، وﻧ1ـﺎ WQ5ـﺎرون اﻟـﺎﻟ اﻟP*ـ
، ـOﻟ ﻓـﻲ اﻟـّﯾ: ﻻ
ﯾﺧــO ﻣــ: اﻟ :واWــﺎت ﻋــ-
اﻟ0Uــﻲ ﺻــﻠﻰ ﷲ ﻋﻠــﻪ وﺳــﻠ-
إﻻ ﻣــﺎ ﺻــﺢﱠ ﺳــ0ﻩ ﻟـــ ﻼ
ﯾﺧﻞ ﻓﻲ ﺧU اﻟ@Oب ﻋﻠﻰ رﺳل ﷲ-
ﺻﻠﻰ ﷲ ﻋﻠﻪ وﺳﻠ-
، ﻓU*01ـﺎ ﻫـ WPﻠـ
".:*U1اﻟﻔrﻞ إذا 3ﻪ ﻗ أﺻﺎب اﻟ0ﻘ، ﺑﻞ ر91ﺎ أﺻﺎب اﻟQان اﻟ2 ﺞ
1
(
Wــﻌﻰ ﺟﻬــﻩ أن ﻻ ﯾــO ﻣــ: اﻷﺣﺎدﯾــ إﻻ اﻟIــﺔ اﻟnﺎﺑ5ــﺔ ﻣ0ﻬــﺎ، اﻟ1ــOرة
Vﻓـــﻲ 5ـــ
اﻟـــ0ّﺔ اﻟIـــﺔ اﻟ15ﻠﻘـــﺎة 3ـــﺎﻟﻘUل ﻋ0ـــ اﻷﻣـــﺔ، وﻫـــﻲ ﺻـــﺎ اﻟ7Qـــﺎر
وﻣـﻠ واﻟ1ـﺄ و5ــ
اﻟـ0: اﻷر9ﻌـﺔ1،
ﻓﻬــﺎ ﻫـ ﻓـﻲ ﺗﻌﻠﻘــﻪ ﻋﻠـﻰ اﻟواWـﺎت اﻟــاردة
ﻓـــﻲ اﻟIــــﻠات اﻹﺑاt1ــــﺔ ﯾــــﻋ اﻟ1ــــﻠ1*: إﻟـــﻰ اﻟ5nUــــ l واﻟ51**ــــv ﺑــــ*: اﻟIــــﺢ
واﻟﻔﺎﺳ أﺛ0ﺎء ﺗﻌﺎﻣﻠﻬ ﻣﻊ اﻟواWﺎت 3'ﻞ ﻋﺎم: "ﻣ: ﻫـOﻩ اﻟواWـﺎت ﺻـﺢ، وﻣ0ﻬـﺎ
ﺳـــc... :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ وﻫ'ـOا ﻓﺈﻧ0ـﺎ ﻧﻼﺣـª ﻣـ: ﺧـﻼل اﻷﻣnﻠـﺔ
اﻟـــﺎ3ﻘﺔ أنّ اﺑـــ: اﻟﻌ9ـــﻲ WR1ـــﻊ ﻓـــﻲ ﺗﻔـــ*ﻩ ﻟﻶWـــﺎت اﻟﻘآﻧـــﺔ ﺑـــ*: اﻟﻘـــآن واﻟـــﯾ
اﻟIــﺢ ﻓـــﻲ آنٍ واﺣـــ، وﺟ1ﻌــﻪ ﻫـــOا WﻌP*0ـــﺎ دﻻﻟـــﺔ واﺿــﺔ ﻋﻠـــﻰ اﻟ5vاﻣـــﻪ اﻟـــﯾ
.31Uأ ﺗﻔ* اﻟﻘآن 3ﺎﻟﻘآن واﻟ0ﺔ :ﻓّ اﺑ: اﻟﻌ9ﻲ اﻟﻘ0ت ﻓﻲ ﻗﻟﻪ ﺗﻌـﺎﻟﻰ
َYZِوَﻗُﻮﻣُﻮاْ ﻟِﻠّUِ ﻗَﺎﻧِﺘ ]اﻟ7ﻘـة،
238
[
:3ﻘﻟـﻪ
"اﻋﻠ1ا وﻓﻘ@ ﷲ ﺗﻌﺎﻟﻰ أن اﻟﻘ0ت ﯾد ﻋﻠﻰ ﻣﻌﺎ ،ن، أﻣﻬﺎﺗﻬﺎ أر9ﻊ: اﻷول: اﻟPﺎﻋﺔ
ﻗﺎﻟﻪ اﺑ: w7ﺎس. اﻟnﺎﻧﻲ: اﻟcﺎم، ﻗﺎﻟﻪ اﺑ: ﻋ1، وﻗـأ:
ًأَﻣ#ﻦْ <ُﻮَ ﻗَﺎﻧِﺖٌ آﻧَﺎء اﻟﻠ#ﻴْﻞِ ﺳَﺎﺟِﺪا
ًِﻤﺎÒوَﻗَﺎ،
وﻗﺎل اﻟ0Uﻲ ﺻﻠﻰ ﷲ ﻋﻠﻪ وﺳﻠ: )أﻓrﻞ اﻟIﻼة ل اﻟﻘ0ت(
:. اﻟnﺎﻟ
إﻧــﻪ اﻟــ'ت، ﻗﺎﻟــﻪ ﻣRﺎﻫــ. وﻓــﻲ اﻟIــﺢ ﻗــﺎل زــ: 0ــﺎ ﻧــ5@ﻠ ﻓــﻲ اﻟIــﻼة ﺣ5ــﻰ
:lﻧvﻟــ
َYZِوَﻗُﻮﻣُــﻮاْ ﻟِﻠّــUِ ﻗَــﺎﻧِﺘ
، ﻓﺄُﻣﻧــﺎ 3ﺎﻟــ'ت. اﻟا3ــﻊ: أن اﻟﻘ0ــت اﻟQــع. وﻫــOﻩ
اﻟ1ﻌﺎﻧﻲ ﻠﻬﺎ WIﺢ أن W'ن ﺟ1ﻌﻬﺎ ﻣاداً، ﻷﻧﻪ ﻻ ﺗ0ﺎﻓ ﻪ إﻻ
ا ﻟcﺎم ﻓﺈﻧـﻪ ﯾ7ﻌـ
أن W'ن ﻣﻌ0ـﻰ اﻵWـﺔ: وﻗﻣـا x ﻗـﺎﺋ1*:، إﻻ ﻋﻠـﻰ ﺗ@ﻠّـﻒ. وﻗـ ﺻـﻠﻰ اﺑـ: w7ـﺎس
اﻟIــ7ﺢ وﻗ0ــl ﻓ*ﻬــﺎ، ﻓﻠ1ــﺎ ﻓــغ ﻣ0ﻬــﺎ ﻗــﺎل: ﻫــOﻩ ﻫــﻲ اﻟIــﻼة اﻟﺳــPﻰ، وﻗــأ اﻵWــﺔ
إﻟــﻰ ﻗﻟــﻪ ﺗﻌــﺎﻟﻰ
YZﻗــﺎﻧﺘ
:. واﻟIــﺢُ رواWــﺔ زــ ﺑــ: أرﻗــ ﻷﻧﻬــﺎ ﻧــﱞ ﺛﺎﺑــl ﻋــ
اﻟ0Uﻲ ﺻﻠﻰ ﷲ ﻋﻠﻪ وﺳﻠ، ﻓﻼ
ﯾُﻠ5ﻔl إﻟﻰ ﻣ51َﻞ ﺳاﻫﺎ"
2
. 2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
1
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226
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227
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 45 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ ﻣــــ: ﻫــــOا اﻟ1nــــﺎل ﻧﻼﺣــــª 3Rــــﻼء ــــe Wــــ5ﻌ*: اﺑــــ: اﻟﻌ9ــــﻲ 3ﺎﻟ1Iــــﺎدر اﻷر9ﻌــــﺔ
ﻟﻠ5ﻔـ* 3ﺎﻟ1ـﺄﺛر ﻟﻔِّ ـ ﻟ0ـﺎ ﻣﻌ0ـﻰ ﻠ1ـﺔ ﻗآﻧـﺔ واﺣـة. و ﻣـ: ﻫ0ـﺎ W1'00ـﺎ أن ﻧــ
3ــ اﻧ5ــﺎب اﺑــ: اﻟﻌ9ــﻲ إﻟــﻰ ﻣرﺳــﺔ اﻟ5ﻔــ* 3ﺎﻟ1ــﺄﺛر، ون ﻟــ W'5ــﻒ ﺑﻬــﺎ، 1ــﺎ
ﺳ0ﻼﺣª ذﻟ.1ﺎ 3ﻌ اﻟWﻠV اﻟ ا!ﻊ: ﻣﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻷﺣﺎدﯾO اﻟ?J-ﺔ
ﻣــﱠ ﻣﻌ0ــﺎ ﻓــﻲ ﻓﻘــة ﺳــﺎ3ﻘﺔ أن
اﺑــ: اﻟﻌ9ــﻲ ــﺎن ﻣــ: اﻟﻔّــﺎ³، و7ــﺎر ﻋﻠ1ــﺎء
وﺷــﱠاح اﻟــﯾ اﻟ0UــV، وﻣــ: اﻟ1ﻠ5ــvﻣ*: 31ــ0ﻬﺞ ﻣرﺳــﺔ اﻷﺛــ ﻓــﻲ اﻟ5ﻔــ*، ﻟــOﻟ
ﻛـــﺎن ﻣـــ: اﻟPUﻌـــﻲ أن ﻧRـــ ﻟـــﻪ
ﻋ0ﺎWـــﺔ ﺧﺎﺻـــﺔ 3ﺎﻻﺳ5ـــﻬﺎد واﻻﺳـــ5ﻻل 3ﺎﻟـــﯾ
اﻟ0UــV ﻣــ: أوﺛــ ﻣIــﺎدر
ﻩ اﻟ1ﻌ51ــة ﻓــﻲ اﻟ1ــﺎﺋﻞ اﻟﻔﻘﻬــﺔ اﻟ5ــﻲ ﺗﻌــّض ﻟﻬــﺎ،
وﻧRــ
ﻋ0ــﻩ
:ﻣ0ﻬRــﺎً ﻣ51*ّــvاً ﻓــﻲ اﻟ5ﻌﺎﻣــﻞ ﻣــﻊ اﻷﺣﺎدﯾــ اﻟ5ــﻲ ﯾردﻫــﺎ ﻓــﻲ ﺗﻔــ*ﻩ. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ وﻧ1ـــﺎ ﻋﻠـــﻰ اﻟ0ـــﺎس أن ﯾ0pـــوا ﻓـــﻲ أدWـــﺎﻧﻬ ﻧَpَـــﻫ ﻓـــﻲ أﻣـــاﻟﻬ، وﻫـــ ﻻ
WﺄﺧOون ﻓﻲ اﻟUـﻊ دﯾ0ـﺎراً ﻣﻌ*7ـﺎً، وﻧ1ـﺎ WQ5ـﺎرون اﻟـﺎﻟ اﻟP*ـ
، ـOﻟ ﻓـﻲ اﻟـّﯾ: ﻻ
ﯾﺧــO ﻣــ: اﻟ :واWــﺎت ﻋــ-
اﻟ0Uــﻲ ﺻــﻠﻰ ﷲ ﻋﻠــﻪ وﺳــﻠ-
إﻻ ﻣــﺎ ﺻــﺢﱠ ﺳــ0ﻩ ﻟـــ ﻼ
ﯾﺧﻞ ﻓﻲ ﺧU اﻟ@Oب ﻋﻠﻰ رﺳل ﷲ-
ﺻﻠﻰ ﷲ ﻋﻠﻪ وﺳﻠ-
، ﻓU*01ـﺎ ﻫـ WPﻠـ
".:*U1اﻟﻔrﻞ إذا 3ﻪ ﻗ أﺻﺎب اﻟ0ﻘ، ﺑﻞ ر91ﺎ أﺻﺎب اﻟQان اﻟ2 1
(
،أﺷــﺎر اﻷﺳــ5ﺎذ اﻟ9ــﻊ اﻟﻘ1ــﺎﻲ إﻟــﻰ أن اﻟ1Iــﺎدر اﻟﯾnــﺔ اﻷﺳﺎﺳــﺔ اﻟ5ــﻲ اﻋ51ــ ﻋﻠ*ﻬــﺎ اﺑــ: اﻟﻌ9ــﻲ ﻓــﻲ ﺗﻔــ*ﻩ
.ﻫﻲ اﻟ1Iﺎدر اﻟ5ﺎﻟﺔ: اﻟ1ﺄ ﻟﻺﻣﺎم ﻣﺎﻟ، وﺻﺎ اﻹﻣﺎﻣ*: اﻟ7QﺎرV وﻣـﻠ، وﺳـ0: أﺑـﻲ داود وﻣـﻠ واﻟ0ـﺎﺋﻲ
،اﻧpــ،ﻣ;ــﺎدر اﻟ4ﻔــ
اﻟﻔﻘﻬــﻲ ﻋــ+ اﺑــ اﻟﻌ ــﻲ ﻓــﻲ .4ﺎ!ــﻪ أﺣــﺎم اﻟﻘــ آن
،اﻟ9ــﻊ ﷴ ﻣ0Iــﻒ اﻟﻘ1ــﺎﻲ
1
،
اﺑﻠ، دار اﻟﻔﻔﺎء2009
،
143
. 2
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،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
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. 2
(
،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
3
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1584
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 46 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن 2
(ﻛــﺎن ﺷــﯾ اﻟ0ُﻔــة ﻣــ: اﻷﺣﺎدﯾــ اﻟrــqﻔ
ﺔ واﻟ1ﺿــﻋﺔ، وــﺎن Wﻘــم 3ﺎﻧ5ﻘﺎدﻫــ
ﺎ ،
وﺗOﯾ اﻟ0ﺎس ﻣ0ﻬ
ﺎ 2. ﻓﻬﺎ ﻫ Wﻘل ﻷﺻﺎ3ﻪ وﻼ3ﻪ 3ﻌـ أن ﺗﻌـّض ﻟـO 3ﻌـ
اﻷﺣﺎدﯾـ اﻟrـqﻔﺔ اﻟـاردة ﻓــﻲ وﺿـء اﻟ0Uـﻲ
،: "ﻗﻠ0ـﺎ: ﻫــOﻩ اﻷﺣﺎدﯾـ ﻟـ ﺗIــﺢ
وﻗ أﻟﻘ*ـlُ إﻟـ' وﺻـ*5ﻲ ﻓـﻲ ـﻞ وﻗـl وﻣRﻠـ أﻻﱠ ﺗـ5ﻐﻠا ﻣـ: اﻷﺣﺎدﯾـ 31ـﺎ ﻻ
"WIﺢ ﺳ0ﻩ1. وﻘل ﻓﻲ ﻣ'ﺎن
آﺧ
:ﻓﻲ ﺳـﺎق ﺗﻔـ*ﻩ ﻟﻘـل ﷲ ﻋـv وﺟـﻞﱠ
ِUوَﻟِﻠّـ
ِْUِ ﺳَـﻴُﺠÒاﻷَﺳْﻤَﺎء اﻟْﺤُﺴْ aَ` ﻓَﺎدْﻋُﻮهُ ﺑِ3َﺎ وَذَرُواْ اﻟ#ﺬِﻳﻦَ ﻳُﻠْﺤِﺪُونَ ; ِ: أَﺳْـﻤَﺂ َﺰَوْنَ ﻣَـﺎ iَـﺎﻧُﻮاْ hَﻌْﻤَﻠُـﻮن ]اﻷﻋـاف ،
180
[
ﻣﺻﺎً أﺻﺎ3ﻪ 3ﺎﻻﻗ5Iﺎر ﻋﻠﻰ 5
اﻟ0ﺔ اﻟIﺔ ﻓﻘـu ﻓـﻲ دﻋـﺎء ﷲ
ﺳـــ7ﺎﻧﻪ: "Wﻘـــﺎل: أﻟـــ
ََـــ وﻟ
: إذا ﻣـــﺎل،
،واﻹﻟـــﺎد W'ـــن ﺑـــﺟﻬ*:: 3ﺎﻟvـــﺎدة ﻓ*ﻬـــﺎ
ًواﻟ0ﻘIــﺎن ﻣ0ﻬـــﺎ، 1ــﺎ Wﻔﻌﻠـــﻪ اﻟRﻬﱠــﺎل اﻟـــOﯾ: WQ5ﻋــن أدwـــﺔ
VWــ1ﱡن ﻓ*ﻬـــﺎ اﻟ7ـــﺎر
،3ﻐ*ــ أﺳــ1ﺎﺋﻪ، وOوﻧــﻪ 31ــﺎ ﻟــ ﯾــOﻩ ﻣــ: أﻓﻌﺎﻟــﻪ إﻟــﻰ ﻏ*ــ ذﻟــ ﻣ1ــﺎ ﻻ ﯾﻠ*ــ 3ــﻪ
َOﻓـــ ِار
ْﻣ0ﻬـــﺎ، وﻻ ﯾـــ ُﻋ َنﱠ أﺣـــٌ ﻣـــ0@ إﻻ 31ـــﺎ ﻓـــﻲ اﻟ@5ـــ
اﻟQ1ـــﺔ، و ﻫـــﻲ 5ـــﺎب
،اﻟ7QﺎرV وﻣﻠ و اﻟ5ﻣOV و أﺑﻲ داود و اﻟ0ﺎﺋﻲ، ﻓﻬOﻩ اﻟ@5
ﻫـﻲ ﺑـء اﻹﺳـﻼم
ّ:وﻗ دﺧﻞ ﻓ*ﻬﺎ ﻣﺎ ﻓﻲ اﻟ1ـﺄ اﻟـOV ﻫـ أﺻـﻞ اﻟ5Iـﺎﻧe، وذروا ﺳـاﻫﺎ، وﻻ Wﻘـﻟ
أﺣٌ: أﺧ5ﺎر دﻋﺎء Oا، ﻓﺈن ﷲ ﻗ اﺧ5ﺎر ﻟﻪ، وأرﺳﻞ ﺑOﻟ إﻟﻰ ا "ﻟQﻠ رﺳﻟﻪ2. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن،
2
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583
. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن،
2
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2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
2
/
816
.
3
(
،اﺑ: اﻟﻌ9ﻲ اﻟ;+ر
nاﻟﺎﺑ ،
2
/
872
. 2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
2
/
816
. 3
(
،اﺑ: اﻟﻌ9ﻲ اﻟ;+ر
nاﻟﺎﺑ ،
2
/
872
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ 3
(
إذا ذــ ﺣــﯾnﺎً ﻓﺈﻧــﻪ n*ــاً ﻣــﺎ ﯾــO ﻣQِّﺟــﻪ وراوــﻪ ﻣﻌــﺎً، ﻗــﺎل اﺑــ: اﻟﻌ9ــﻲ ﻓــﻲ
:ﺗﻔ*ﻩ ﻟﻘﻟﻪ ﺗﻌﺎﻟﻰ
ِوَأَﻋِﱡواْ ﻟَﻬُ ﻣﱠﺎ اﺳْ 5َPَﻌْ5ُ ﻣِّ: ﻗُﱠةٍ وَﻣِ: رِّ9َﺎِ اﻟْQَ*ْﻞ ]اﻷﻧﻔـﺎل ،
60
[
: ".. روZ اﻟ7QـــﺎرV ﻋـــ: ﺳـــﻠ1ﺔ ﺑـــ: اﻷﻛـــع ، ﻗـــﺎل: ﻣـــﱠ ﻋﻠـــﻰ َﻧﻔـــ ﻣـــ: أﺳْ ـــﻠ
ﯾ05rــﻠن 3ﺎﻟــﻬﺎم، ﻓﻘــﺎل اﻟ0Uــﻲ ﺻــﻠﻰ ﷲ
ْﻋﻠــﻪ وﺳــﻠ: )ار
ﻣُــ َا ﺑ
0ِــ َﻲ إﺳــ1ﺎﻋ*ﻞ ، ﻓــﺈنﱠ
ُأ3ﺎﻛ َ ﺎن
ِراﻣ .(ﺎً، وأﻧﺎ ﻣﻊ ﺑ0ﻲ ﻓﻼن ْﻗﺎل: ﻓﺄﻣ َ
َ
ُأﺣ
اﻟﻔﻘ*: 3ﺄﯾﯾﻬ ، ﻓﻘﺎل )ﻣـﺎ
َﻟ ُ@ ْ
ُﻻ ﺗﻣ َن
؟( ﻗﺎﻟا َe: و َﻧ ْ
َlﻣﻲ وأﻧ
َﻣﻌ ُﻬ ْ
ْ! ﻓﻘﺎل رﺳل ﷲ: )ار ُﻣ َا وأﻧ 'ﺎ ﻣﻌ
ُﻛ ِّﻠ ُ@
(
"
3
:. و'5ﻔﻲ أﺣﺎﻧﺎً ﺑO درﺟﺔ اﻟﯾ، ﻓﻌ0ﻣﺎ ﻓّ ﻗﻟﻪ ﺗﻌﺎﻟﻰ
وَاﻋْﻠَﻤُﻮاْ أَﻧ#ﻤَﺎ 3
(
،اﺑ: اﻟﻌ9ﻲ اﻟ;+ر
nاﻟﺎﺑ ،
2
/
872
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ ِﻏَﻨِﻤْﺘُﻢ ﻣ4ﻦ َ`ْءٍ ﻓََن# ﻟِﻠّUِ ﺧُﻤُﺴَ Uُ وَﻟِ#ﺳُـﻮل ]اﻷﻧﻔـﺎل،
41
[
) :ﻗـﺎل: "وﻓـﻲ اﻟIـﺢ إﻧ1ـﺎ أﻧـﺎ
ِﻗﺎﺳ، 3ُﻌnl أن أﻗ َ
ِﺑ*0@، ﻓﺎ± ﺣﺎﻛ ٌ
،
واﻟ0Uﻲﱡ
ٌﻗﺎﺳ ، واﻟﱡ
ﻟﻠQﻠ" (
1. 4
(
ﻟ W': اﺑ: اﻟﻌ9ﻲ ﻣRد ﻧﺎﻗﻞ ﻟﻸﺣﺎدﯾـ، ﺑـﻞ ـﺎن ـ ًأWrـﺎ ـ
0ﻧﺎﻗـاً ﺧU*ـاً ﻟﻠـ
:واﻟ15: إذا اﻗ5rﻰ اﻷﻣ ذﻟـ اﻟ0ﻘـ. ﻓﻌﻠـﻰ ﺳـU*ﻞ اﻟ1nـﺎل ﻋ0ـ ﺗﻔـ*ﻩ ﻟﻘﻟـﻪ ﺗﻌـﺎﻟﻰ
ﻳَﻮْمَ ﻳُﺤْﻤَﻰ ﻋَﻠَﻴْ3َﺎ ; ِ: ﻧَﺎرِ ﺟَ3َﻨ#ﻢَ ﻓَﺘُﻜْﻮَى ﺑِ3َﺎ ﺟِﺒَﺎ<ُ3ُﻢْ وَﺟُﻨﻮﺑُ3ُﻢْ وَﻇُ3ُﻮرُ<ُﻢْ <َـﺬَ ا ﻣَـﺎ ﻛَﻨَـﺰْﺗُﻢْ ﻷَDﻔُﺴِـﻜُﻢْ ﻓَـﺬُوﻗُﻮاْ ﻣَـﺎ
ُﻛُﻨــﺘُﻢْ ﺗَﻜْﻨِــﺰ َون ]اﻟ59ــﺔ ،
35
[
،
ﻗــﺎل رﺣ1ــﻪ ﷲ:" رُوV ﻋــ: أﺑــﻲ ﻫــة ﻗــﺎل: ﻣــ: ﺗــك
.ﻋــة آﻻف درﻫــ ﺟﻌﻠــl ﺻــﻔﺎﺋﺢ WُﻌــOﱠب ﺑﻬــﺎ ﺻــﺎﺣUﻬﺎ ﯾــم اﻟcﺎﻣــﺔ ﻗUــﻞ اﻟﻘrــﺎء
وروV ﻋ: اﺑ: ﻣﻌد
،ًأﻧﻪ ﻗﺎل: و ﷲ ﻻ WﻌOب ﷲ رﺟﻼً 3'0v 1 درﻫ درﻫ1ﺎ
.وﻻ دﯾ0ــﺎر دﯾ0ــﺎراً، و ﻟ@ــ: ﯾﺳــﻊ ﺟﻠــﻩ ﺣ5ــﻰ ﯾﺿــﻊ ــﻞ دﯾ0ــﺎر ودرﻫــ ﻋﻠــﻰ ﺣﺗــﻪ
وﻋ: ﺛ9ﺎن ﻗـﺎل: ﻗـﺎل رﺳـل ﷲ
2: )ﻣـﺎ ﻣـ: رﺟـﻞ W1ـت وﻋ0ـﻩ أﺣ1ـ أو أﺑـ
ُ إﻻ ﺟُﻌﻞ ﻟﻪ 3'ﻞ ﻗ*ا ﺻ_ﺔ ﻣ: ﻧﺎر @Z ﺑﻬﺎ ﻣ: ﻓَْﻗِﻪ إﻟﻰ ٌﻗﻣـﻪ، ﻣﻐﻔـر
ﻟـﻪ
3ﻌــ ذﻟــ أو ﻣﻌــOﱠ(ب ُ0. ﻗــﺎل اﻟﻘﺎﺿــﻲ: ﻫــOﻩ اﻷﺣﺎدﯾــ ﻟــ WIــﺢ ﺳــ
ﻫﺎ ُ، وﻫــﻲ 3ﻌــ
ٌﻣ1ﻟﺔ
ﻋﻠﻰ ﻣﺎ ﻟ ّﺗُد
ُزﺎﺗ"ﻪ2
. 1
(
،اﺑ: اﻟﻌ9ﻲ ، أﺣﺎم اﻟﻘ آن2
/
858
.
2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
2
/
935
.
3
(
، اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
3
/
1114
.
4
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ،
1
/
7
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ وﻗ ﺿﻌﱠﻒ اﺑ: اﻟﻌ9ـﻲ ﺣـﯾ: )أﻧـﺎ ﻣﯾ0ـﺔ اﻟﻌﻠـ
وﻋﻠــﻲ 3ﺎﺑﻬــﺎ( ﻣــ: ﺣ*ــ ﻣ50ُــﻪ، ﻋ0ــﻣﺎ ﻗــﺎل: "وﻫــ ﺣــﯾ 3ﺎــﻞ، اﻟ0Uــﻲ ﺻــﻠﻰ ﷲ
ﻋﻠـﻪ وﺳــﻠ ﻣﯾ0ــﺔُ ﻋﻠـٍ وأﺑ uاﺑﻬــﺎ أﺻــﺎ3ﻪ، وﻣــ0ﻬ اﻟ7ـﺎب اﻟ10ﻔــﺢ، وﻣــ0ﻬ اﻟ15ﺳــ
"ﻋﻠﻰ ﻗْر ﻣ0ﺎزﻟﻬ ﻣ: اﻟﻌﻠم3 . 5
(
ًأﻣﺎ 1ﺎ ﯾ5ﻌﻠ 3ﺄﺣﺎدﯾ ﻓrﺎﺋﻞ اﻟر ﻓﻘ رﻓ2 اﺑـ: اﻟﻌ9ـﻲ ﻣﻌp1ﻬـﺎ ﻣﻌ5Uـا
إWﺎﻩ ﻏ* ﺻﺢ، ﺣ*ـ Wﻘـل: "وﻟـ ﻓـﻲ اﻟﻘـآن ﺣـﯾ ﺻـﺢ ﻓـﻲ ﻓrـﻞ ﺳـرة
إﻻ ﻗﻠ*ـــﻞ ﺳ0ـــ* إﻟـــﻪ، و9ﺎﻗ*ﻬـــﺎ ﻻ ﯾ07ﻐـــﻲ ﻷﺣـــ" ﻣـــ0@ أن ﯾﻠ5ﻔـــl إﻟ*ﻬـــﺎ4
. و9ﺎﻟﻔﻌـــﻞ
ﻓﻌ0ﻣﺎ ﺷع ﻓـﻲ ﺗﻔـ* ﺳـرة اﻟ7ﻘـة، أﺷـﺎر 3'ـﻞ وﺿـح إﻟـﻰ أﻧـﻪ "ﻟـ ﻓـﻲ ﻓrـﻠﻬﺎ
ﺣـﯾ ﺻــﺢ إﻻ ﻣــ: ــ أﺑـﻲ ﻫــة ﻋــ: اﻟ0Uــﻲ-
ﺻـﻠﻰ ﷲ ﻋﻠــﻪ وﺳــﻠ-
أﻧــﻪ 1
(
،اﺑ: اﻟﻌ9ﻲ ، أﺣﺎم اﻟﻘ آن2
/
858
. 2
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
2
/
935
. 3
(
، اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
3
/
1114
. 4
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ،
1
/
7
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 48 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن ﻗـــﺎل: )ﻻ ﺗRﻌﻠـــا ﺑ*ـــﺗ@ ﻣﻘـــﺎﺑ، ون اﻟU*ـــl اﻟـــOV ﺗُﻘـــأ ـــﻪ ﺳـــرة اﻟ7ﻘـــة ﻻ ﯾﺧﻠـــﻪ
ﺷPﺎن(. ﺧﱠ"VOﺟﻪ اﻟ5ﻣ1. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت
رﻓــ2 اﺑــ: اﻟﻌ9ــﻲ اﻻﺳ5ﺳــﺎل ﻓــﻲ رواWــﺔ اﻹﺳــاﺋ*ﻠﺎت 3ــ'ﻞ ﻋــﺎم، و9ــ'ﻞ
ﺧــﺎص اﻟواWــﺎت اﻟ5ــﻲ ﺗQــﺎﻟﻒ fــﺎﻫ اﻟﻘــآن واﻟــ0ﺔ اﻟIــﺔ اﻟnﺎﺑ5ــﺔ، أو اﻟ5ــﻲ ﻻ
،Wﻬان ﻟﻬﺎ 3ﺎﻟIﺔ، واﻋ5Uﻫـﺎ رواWـﺎت ﺳـﺎﻗPﺔ ﻻ أﺻـﻞ ﻟﻬـﺎ وﻻ ﺗIـﺢ
،أﺳـﺎﻧ*ﻫﺎ
ﻓﻼ WIﺢ اﻻﺳ5ﻻل وﺗﻔ* اﻟﻘآن ﺑﻬﺎ. Wﻘل اﺑ: اﻟﻌ9ـﻲ ﻓـﻲ ﺳـﺎق ﺗﻔـ*ﻩ ﻟﻘﻟـﻪ
ﺗﻌــﺎﻟﻰ:
ْوَدَاوُودَ وَﺳُــﻠَVَْنَ إِذْ ﻳَﺤْﻜُﻤَــﺎنِ ; ِــ: اﻟْــَ ْثِ إِذْ Dَﻔَﺸَ ــﺖْ ﻓِﻴــUِ ﻏَــﻨَﻢُ اﻟْﻘَــﻮْمِ وَﻛُﻨ#ــﺎ ﻟِﺤُﻜ َﻤِ3ِــﻢْ ﺷَــﺎ<ِﺪِﻳﻦ
]اﻷﻧUــﺎء،
78
[:
"أن ﷲ ذــ ﻟﺳــﻟﻪ ﻣــﺎ ﺟــZ ﻣــ: اﻷﻣــ وﻋﻠ*ﻬــﺎ، وأﻗــال اﻷﻧUــﺎء
وأﻓﻌﺎﻟﻬـﺎ ﻓﺄﺣـ:َ اﻟﻘIــ،
ّوﻫـ أﺻــﻗﻪ، ﻓـﺈن
اﻹﺳـاﺋ*ﻠﺎت ذوﻫــﺎ ﻣUﱠﻟـﺔ و9vــﺎدة
°3ﺎﻠــﺔ ﻣﺻــﻟﺔ، أو ﺑ0ﻘIــﺎن ﻣــِّف ﻟﻠ1ﻘIــ ﻣ0ﻘﻟــﺔ، وﻣــﺎ ﻧُﻘــﻞ ﻣــ: ﺣــﯾ ﻧﻔْــ
اﻟﻐــ0، وﻗrــﺎء داود وﺳــﻠ1ﺎن ﻓ*ﻬــﺎ، اﻧpــوا ــﻪ ﻓ1ــﺎ واﻓــ ﻣ0ــﻪ fــﺎﻫ اﻟﻘــآن ﻓﻬــ
ﺻﺢ، وﻣﺎ ﺧﺎﻟﻔﻪ ﻓﻬ 3ﺎﻞ، وﻣﺎ ﻟ ﯾد ﻪ ذ ﻓﻬ ﻣ51ﻞ
، ر9ـ أﻋﻠـ 3ـﻪ"
2
. uوﻫ ﻻ WﻘUـﻞ ﻣـ: اﻹﺳـاﺋ*ﻠﺎت إﻻ اﻟ5ـﻲ ﺗُQUِـ ﻋـ: ﺑ0ـﻲ إﺳـاﺋ*ﻞ أﻧﻔـﻬ ﻓﻘـ،
ﻻو
ﺗ ّQﺎﻟﻒ fﺎﻫ اﻟﻘآن، ﻷﻧﻬﺎ ﻓﻲ ﻫـOﻩ اﻟﺎﻟـﺔ ﺗُﻌـ
،ﻣـ: 3ـﺎب إﻗـار اﻟ1ـء ﻋﻠـﻰ ﻧﻔـﻪ
وﻫOا ﻣﻘUل. 2
(
،اﺑ: اﻟﻌ9ﻲ ،أﺣﺎم اﻟﻘ آن3
/
1266
. 1
(
،اﺑ: اﻟﻌ9ﻲ
،أﺣﺎم اﻟﻘ آن
1
/
8
. :اﻟU,O اﻟZﺎﻧﻲ ﻣ
ﻗMﺎLﺎ اﻟﻬﺞ ﻋ+ اﺑ اﻟﻌ ﻲ أﻣ ِUQُﺎ 1ﺎ ﺗ َ 3ﻪ ﻋ: ﻏ*ﻫ ﻓﻬـﻲ ﻣـدودة، ﻷن إﺧ7ـﺎر ﻫ ﻋـ: ﻏ*ـﻫ
ٌﻣُﻔ5ﻘـ
إﻟــﻰ ر0ــﻲ اﻟQUــ اﻟIـﺢ، وﻫ1ــﺎ اﻟﻌاﻟــﺔ واﻟnUــت إﻟـﻰ أﺻــﻞ اﻟQUــ. Wﻘــل
:اﺑ: اﻟﻌ9ﻲ ﻓﻲ ﺳﺎق ﺗﻔ*ﻩ ﻟﻘﻟﻪ ﺗﻌﺎﻟﻰ
ْوَإِذْ ﻗَـﺎلَ ﻣُﻮَـ` ﻟِﻘَﻮْﻣِـUِ إِن# اﻟﻠّـUَ ﻳَـْﻣُﺮُﻛُﻢْ أَنْ ﺗَـﺬْﺑَﺤُﻮا
ًََ َة َYZِﻗَﺎﻟُﻮاْ أَﺗَﺘ#ﺨِﺬُﻧَﺎ <ُﺰُواً ﻗَﺎلَ أَﻋُﻮذُ ﺑِﺎﻟﻠّـUِ أَنْ أَﻛُـﻮنَ ﻣِـﻦَ اﻟْﺠَـﺎ<ِﻠ ]اﻟ7ﻘـة،
67
[: "ﻛnُـ اﺳ5ﺳـﺎل
اﻟﻌﻠ1ــﺎء ﻓــﻲ اﻟــﯾ ﻋــ0ﻬ ﻓــﻲ ــﻞ ــ، وﻗــ ﺛUــl ﻋــ: اﻟ0Uــﻲ ﺻــﻠﻰ ﷲ ﻋﻠــﻪ
ُوﺳــﻠ أﻧــﻪ ﻗــﺎل: )ﺣــِّﺛا ﻋــ: ﺑ0ــﻲ إﺳــاﺋ*ﻞ وﻻ ﺣــج(. وﻣﻌ0ــﻰ ﻫــOا اﻟQUــ اﻟــﯾ
0ﻋ ﻬ 31ﺎ WQUون 3ﻪ ﻋ: أﻧﻔﻬ وﻗIIـﻬ ﻻ 31ـﺎ WQUـون 3ـﻪ ﻋـ: ﻏ*ـﻫ، ﻷن
أﺧ7ﺎرﻫ ﻋ: ﻏ*ﻫ ﻣﻔ5ﻘة إﻟﻰ اﻟﻌاﻟﺔ واﻟnUت إﻟﻰ ﻣ05ﻬﻰ اﻟQU، وﻣﺎ WQUون 3ﻪ 1
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
1
/
23
.
2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
1
/
30
.
3
(
،اﻧp، ﷴ ﻋU اﻟﻌp اﻟvرﻗﺎﻧﻲ
ﻣﺎﻫﻞ اﻟﻌ ﻓﺎن ﻓﻲ ﻋﻠJم اﻟﻘ آن ،
3
،، ﺑ*وت، ار إﺣﺎء اﻟ5اث اﻟﻌ9ﻲ
)د.ت.
،(
1
/
501
-
529
،؛ ﻓrﻞ ﺣ: w7ﺎس
إﺗﻘﺎن اﻟ? ﻫﺎن ﻓﻲ ﻋﻠJم اﻟﻘ آن ،
2
،، اﻷردن، دار اﻟ0ﻔﺎﺋ
2010
،م2
/
198
-
201
. 2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
1
/
30
. 1
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
1
/
23
. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 49 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ ﻋــ: أﻧﻔــﻬ 'ــن ﻣــ: 3ــﺎب إﻗــار اﻟ1ــ
ء
"ﻋﻠــﻰ ﻧﻔــﻪ أو ﻗﻣــﻪ، ﻓﻬــ أﻋﻠــ ﺑــOﻟ1
. وﻗ وﺟﻧﺎﻩ ﻓﻲ 3ﻌ2 اﻷﺣﺎن ﯾـO ﺷـ* ﺎً ﻣـ: اﻹﺳـ اﺋ*ﻠﺎت ﺑﻬـف اﻟ5ـOﯾ ﻣ0ﻬـﺎ
و9ـــﺎن ﻓـــﺎدﻫﺎ، 1ـــﺎ ﻓﻌـــﻞ ﻋ0ـــﻣﺎ ذـــ اﻟواWـــﺔ اﻹﺳـــاﺋ*ﻠﺔ ﻋـــ: اﻟ1َﻠَ@ـــ*: ﻫـــﺎروت
وﻣﺎروت، 7ﻌـ أن ذﻫـﺎ 3'ﺎﻣـﻞ ﻧIِّ ـ:ﻬﺎ اﻟPـﻞ، ﻗـﺎل
"... وﻧ1ـﺎ ﺳـﻘ0ﺎ ﻫـOا اﻟQUـ
ﻷن اﻟﻌﻠ1ﺎء روَوْﻩ ودوﱠﻧﻩ ﻓQ*0ﺎ أن Wﻘﻊ ﻟِ1َ:ْ Wrﻞﱡ 3ﻪ. وﺗﻘ*ـ اﻟﻘـل ـﻪ أﻧـﻪ ﻟـ
IW
"ﺢ ﺳ0ﻩ2
. :اﻟWﻠV اﻟﺎدس
gﻣ+l اﻋ4ﺎدﻩ ﻋﻠﻰ اﻟ4ﻔ
!ﺎﻟ أ
ﻣـــ: اﻟ1ﻌﻠـــم أن اﻟ5ﻔـــ* 3ـــﺎﻟأV أV 3ﺎﻟﻌﻘـــﻞ واﻻﺟ5ﻬـــﺎد ﻣﻘUـــل ﻋ0ـــ ﻋﻠ1ـــﺎء
اﻟﻘآن اﻟ@ واﻟ5ﻔ* ﺎﻟ1ﺎ ﺎن ﻫOا اﻟ5ﻔ* ﯾﻠ5vم 3و اﻟـأV اﻟ11ـد، وﻫـﻲ
إﻋPـــﺎء اﻷوﻟـــﺔ ﻓـــﻲ اﻟ5ﻔـــ* ﻟﻠ@5ـــﺎب واﻟـــ0ﺔ، وﻋـــم ﻣQﺎﻟﻔ5ﻬ1ـــﺎ :3ـــﺄV ﺷـــ'ﻞ ﻣـــ
اﻷﺷ'ﺎل، واﻷﺧO 31ﻘ5rﺎت اﻟﻠﻐﺔ اﻟﻌ9ﺔ ودﻻﻻﺗﻬـﺎ، وأﺳـﺎﻟ*
اﻟﻌـب، وﻣﻌﻬـدﻫ
ﻓـﻲ اﻟQPـﺎب، واﻟﻌﻠـ 3ﺄﺻـل اﻟﻔﻘـﻪ، واﻟ7ﻌـ ﻋـ: اﻟR0ـح ﻟﻠﻬـZ، واﻟ1*ـﻞ ﻣﻌـﻪ ﺣ*ــ
ﻣﺎل3
. وﻧ: إذا دﻗﻘ0ﺎ اﻟ0p ﻓﻲ ﺗﻔ* اﺑـ: اﻟﻌ9ـﻲ وﺟـﻧﺎﻩ 3ﺎﻹﺿـﺎﻓﺔ إﻟـﻰ اﻟ5vاﻣـﻪ
31ـــ0ﻬﺞ اﻟ5ﻔـــ* 3ﺎﻟ1ـــﺄﺛر، Wـــ 5ﻌ*: 3ـــ'ﻞ واﺿـــﺢ 3ﺎﻟ5ﻔـــ* 3ـــﺎﻟأV اﻟ11ـــد ﻓـــﻲ
اﺳـــ507ﺎﺎﺗﻪ اﻟﻔﻘﻬـــﺔ ﻣـــ: اﻵWـــﺎت اﻟﻘآﻧـــﺔ اﻟ5ـــﻲ ﻓّ ـــﻫﺎ،
VوـــOِّر ﻣـــ: اﻷﺧـــO 3ـــﺎﻟأ
:اﻟ1ـOﻣم. ﻓﻘـ ﻗــﺎل ﻋ0ـ ﺗﻔــ*ﻩ ﻟﻘﻟـﻪ ﺗﻌــﺎﻟﻰ
ْوَﻟَﻘَـﺪْ ﺟَــﺎءتْ رُﺳُــﻠُﻨَﺎ إِﺑْــﺮَا<ِﻴﻢَ ﺑِﺎﻟْﺒُـــْ َى ﻗَــﺎﻟُﻮا
َﺳَــﻼَﻣﺎً ﻗَــﺎلَ ﺳَــﻼَمٌ ﻓَﻤَــﺎ ﻟَﺒِــﺚ
ٍأَن ﺟَــﺎء ِﻌِﺠْــﻞٍ ﺣَﻨِﻴــﺬ ]ﻫــد،
69
[
l:"ﻗــﺎل 3ﻌــ2 ﻋﻠ1ﺎﺋ0ــﺎ: ﺎﻧــ
،ﺿﺎﻓﺔ ﻗﻠ*ﻠﺔ ﻓ'ﻫﺎ اﻟU*
ﻣ: اﻟU*
، وﻫOا ﺗ'ﱡـ 3ـﺎﻟp:، ﻓـﻲ ﻣﺿـﻊ اﻟﻘPـﻊ
و9ﺎﻟcــﺎس ﻓــﻲ ﻣﺿــﻊ اﻟ0ﻘــﻞ، ﻣـــ: أﯾــ: ﻋَﻠِــ أﻧــﻪ ﻗﻠ*ـــﻞ؟ ﺑــﻞ ﻗــ ﻧﻘــﻞ اﻟ1ﻔـــون أن
'اﻟ1ﻼﺋ@ــﺔ ــﺎﻧا ﺛﻼﺛــﺔ: ﺟUــﻞ وﻣ
ﺎﺋ*ــﻞ وﺳــاﻓ*ﻞ ِ، وﻋ
Rْــ ٌﻞ
ﻟnﻼﺛــﺔ ﻋpــ، ﻓ1ــﺎ ﻫــOا ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 50 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن اﻟ5ﻔــ* ﻓــﻲ 5ــﺎب ﷲ 3ــﺎﻟأV؟ ﻫــOا 3ﺄﻣﺎﻧــﺔ ﷲ ﻫــ اﻟ5ﻔــ* اﻟ1ــOﻣم، ﻓــﺎﺟ50Uﻩ ﻓﻘــ
"ﻋﻠ151ﻩ1. اﻟ5ﻔــ* ﻓــﻲ 5ــﺎب ﷲ 3ــﺎﻟأV؟ ﻫــOا 3ﺄﻣﺎﻧــﺔ ﷲ ﻫــ اﻟ5ﻔــ* اﻟ1ــOﻣم، ﻓــﺎﺟ50Uﻩ ﻓﻘــ
"ﻋﻠ151ﻩ1. :وﻣ: أﻣnﻠﺔ اﺳ5Qام اﺑ: اﻟﻌ9ﻲ اﻟأV ﻓﻲ ﺗﻔ*ﻩ، ﻣﺎ ﻗﺎﻟﻪ ﻓﻲ ﺗﻔـ*ﻩ ﻟﻘﻟـﻪ ﺗﻌـﺎﻟﻰ
ْوَاﺳْﺘَﺸْ ــ3ِﺪُواْ ﺷَــ3ِﻴﺪَﻳْﻦِ ﻣــﻦ ر4ﺟَــﺎِﻜُﻢ ]اﻟ7ﻘــة،
282
[
.: "ﻗــﺎل ﻣRﺎﻫــ: أراد ﻣــ: اﻷﺣــار
:واﺧ5ﺎرﻩ أﺑ إﺳ وأ0ـ
ـﻪ. 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
3
/
1063
. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت وﻗ*ـﻞ: اﻟ1ـاد 3ـﻪ ﻣـ: اﻟ1ـﻠ1*:، ﻷن ﻗﻟـﻪ ﺗﻌـﺎﻟﻰ
ﻣــﻦ اﻟﺮﺟــﺎل
ــﺎن Wﻐ0ــﻲ ﻋ0ــﻪ، ﻓــﻼ ﺑــّ ﻟﻬــOﻩ اﻹﺿــﺎﻓﺔ ﻣــ: ﺧIIــﺔ، وﻫــﻲ إﻣــﺎ
أﺣار وﻣﺎ ﻣﻣ0، واﻟ1ﻣ0ن 3ﻪ أﺧـ ﻣـ: اﻷﺣـار، ﻷن ﻫـOﻩ اﻹﺿـﺎﻓﺔ ﻫـﻲ
إﺿـــﺎﻓﺔ اﻟR1ﺎﻋـــﺔ، و
ﻻ ﻓَ1ـــ:ْ ﻫـــ
اﻟـــOV WR1ـــﻊ اﻟـــ5ﺎت وُـــ ِّp0
ُ
َاﻟـــ1ﻞ
َp0اﻟـــ
VOاﻟـــ
WIـــــﺢﱡ
ِﻣ0ـــــﻪ اﻹﺿـــــﺎﻓﺔ. واﻟIـــــﺢ ﻋ0ـــــV أن اﻟ1ـــــاد 3ـــــﻪ اﻟ7ـــــﺎﻟﻐن ﻣـــــ: ذـــــر
1اﻟ1ﻠ نO، ﻷن اﻟPﻔﻞ ﻻ Wُﻘـﺎل ﻟـﻪ رﺟـﻞ، وـ ًا اﻟ1ـأة ﻻ Wُﻘـﺎل ﻟﻬـﺎ رﺟـﻞ أWrـﺎ . وﻗـ
ﺑـــ*ﱠ: ﷲ ﺗﻌـــﺎﻟﻰ 3ﻌـــ ذﻟـــ ﺷـــﻬﺎدة اﻟ1ـــأة، وﻋـــ*ﱠ
: 3ﺎﻹﺿـــﺎﻓﺔ ﻓـــ
ﻲ ﻗﻟـــﻪ ﺗﻌـــﺎﻟﻰ:
ﻣـــﻦ
رﺟــﺎﻜﻢ
اﻟ1ــﻠَ، وﻷن اﻟ@ــﺎﻓ ﻻ ﻗــلَ ﻟــﻪ، وﻋَ0َــﻰ اﻟ@U*ــَ أWrــﺎً، ﻷن اﻟIــﻐ* ﻻ
َVِّﻣIل ﻟﻪ. وﻧ1ﺎ أﻣ ﷲ ﺗﻌﺎﻟﻰ 3ﺈﺷـﻬﺎد اﻟ7ـﺎﻟﻎ، ﻷﻧـﻪ اﻟـOV WIـﺢ أن ﯾُـد
اﻵن
اﻟــﻬﺎدة، ﻓﺄﻣــﺎ اﻟIــﻐ* ــﻔª اﻟــﻬﺎدة، ﻓــﺈذا أدﱠاﻫــﺎ وﻫــ رﺟــﻞ ﺟــﺎزت، وﻻ ﺧــﻼف
"ﻪ2
*ﻣ: ﻫOا اﻟ1nﺎل ﻧﻼﺣª e اﺳ5ﻌض اﺑ: اﻟﻌ9ﻲ اﻷﻗال اﻟاردة ﻓﻲ ﺗﻔ
ﻛﻠ1ـــﺔ اﻟﺟـــﺎل ﻓـــﻲ اﻵWـــﺔ اﻟ1ـــOرة ً، ﺛـــ ـــe ﻧﺎﻗـــﻬﺎ ﻣ0ﺎﻗـــﺔ د»ﻘـــﺔ ﻣﻌ51ـــا
ﻋﻠـــﻰ
اﻟ1ﻌ0ــﻰ اﻟﻠﻐــV ﻟ@ﻠ1ــﺔ اﻟﺟــﺎل ، وﻘــﺔ إﯾادﻫــﺎ )أﺳــﻠب اﻹﺿــﺎﻓﺔ( وــOﻟ ﺳــﺎق
( اﻵWﺔ )ذُِْ ﺷﻬﺎدة اﻟ1ـأة 1ـﺎ 3ﻌـ، ﻟIـﻞ ﻣـ: ﺧـ ﻼل ذﻟـ ﻠـﻪ إﻟـﻰ رأWـﻪ اﻟﻌﻠ1ـﻲ
،اﻟ15ﻘﻞ و.ًاﻟ1ﻘUل ﻟﻐﺔً وﺷﻋﺎ :اﻟWﻠV اﻟﺎ!ﻊ
ﻗﺎﻧJن اﻟ4 ﺟ3ﺢ ﻓﻲ ﺗﻔ
ﻩ
،إنﱠ ﻗة ﺷQIﺔ اﺑ: اﻟﻌ9ﻲ اﻟﻌﻠ1ﺔ واﺳ5ﻘﻼﻟﻬﺎ ﻣﺄﻟﺔ ﺷﯾة اﻟﺿـح ﻓـﻲ ﺗﻔـ*ﻩ
Z5وﻻ ﻏا3ـــﺔ ﻓـــﻲ ذﻟـــ، ﻓﻬـــ ﻋـــﺎﻟٌ راﺳـــﺦٌ ﻓـــﻲ ـــﻞ اﻟﻌﻠـــم اﻟ5ـــﻲ ﺗﻫﻠـــﻪ ﻟﻬـــOا اﻟ1ـــ
:اﻟﻌﻠ1ﻲ، ﻣ 5ﺎبٍ وﺳ0ﺔٍ و ﻟﻐـﺔٍ وﻓﻘـﻪٍ وأﺻـل دﯾـ: وأﺻـل ﻓﻘـﻪ وﺗـﺎرﺦ وﺧUـة ﻓـﻲ 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
3
/
1063
. ﻲ
2
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
/
251
-
252
. ﻲ
2
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
/
251
-
252
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ اﻟﻘrـــﺎء ..، ﻓﻬــــ ﺣــــ*: Wﻌــــض اﻟواWــــﺎت
واﻷﺧ7ــــﺎر Wﻘــــم ﺑ5cﻘﻬــــﺎ وﺗ1Iــــﻬﺎ ،
وﻋ0ﻣﺎ ﯾO اﻵراء واﻷﻗال اﻟﻔﻘﻬﺔ ﯾ0ﺎﻗﻬﺎ ود ﻋﻠ*ﻬﺎ ﻋ0ـ اﻟﺎﺟـﺔ، و05ﻬـﻲ ﻓـﻲ
1ﺧﺎﺗ1ﺔ اﻟ1Pﺎف إﻟﻰ ﺗﻘ وﺗﺟﺢ ﻣﺎ Wﻌ5ﻘ أﻧـﻪ ﺻـﺢ. و 'ـ: اﻟﻘـل ﻋﻠـﻰ وﺟـﻪ
.اﻹﺟ1ﺎل إﻧﻪ Wﻘم 3ﺎﻟ5ﺟﺢ ﺑ0ﺎءً ﻋﻠﻰ اﻟﻘآن واﻟ0ﺔ واﻟﻠﻐﺔ وﻋ0ﻣﺎ ﯾO اﻵراء واﻷﻗال اﻟﻔﻘﻬﺔ ﯾ0ﺎﻗﻬﺎ ود ﻋﻠ*ﻬﺎ ﻋ0ـ اﻟﺎﺟـﺔ، و05ﻬـﻲ ﻓـﻲ
1ﺧﺎﺗ1ﺔ اﻟ1Pﺎف إﻟﻰ ﺗﻘ وﺗﺟﺢ ﻣﺎ Wﻌ5ﻘ أﻧـﻪ ﺻـﺢ. 1
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،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
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. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ
2 VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت و 'ـ: اﻟﻘـل ﻋﻠـﻰ وﺟـﻪ
.اﻹﺟ1ﺎل إﻧﻪ Wﻘم 3ﺎﻟ5ﺟﺢ ﺑ0ﺎءً ﻋﻠﻰ اﻟﻘآن واﻟ0ﺔ واﻟﻠﻐﺔ
وﻣــ: أﻣnﻠـــﺔ ﺗﺟـــﻪ 3ــﺎﻟﻘآن اﻟ@ـــ دون أن Wﻐﻔـــﻞ دور
اﻟــﯾ و اﻟـــأV واﻻﻟ5ﻔـــﺎت
:ﻟﻠاﻗﻊ ، ﺗﻔ*ُﻩ "أوﻟـﻲ اﻷﻣـ" ﻓـﻲ ﻗﻟـﻪ ﺗﻌـﺎﻟﻰ
ْﻳَـﺎ أَﻳ3َـﺎ اﻟ#ـﺬِﻳﻦَ آﻣَﻨُـﻮاْ أَﻃِﻴﻌُـﻮاْ اﻟﻠّـUَ وَأَﻃِﻴﻌُـﻮا
ْاﻟﺮ#ﺳُﻮلَ وَأُوِْ: اﻷَﻣْﺮِ ﻣِـﻨﻜُﻢ ]اﻟ0ـﺎء،
59
[:
:"ﻓ*ﻬـﺎ ﻗـﻻن: اﻷول: ﻗـﺎل ﻣ1ـن ﺑـ: ﻣﻬـان
:ﻫ أﺻﺎب اﻟاWﺎ، وروZ ﻓﻲ ذﻟ ﺣﯾnﺎً، وﻫـ اﺧ5ـﺎر اﻟ7QـﺎرV. وروZ ﻋـ: اﺑـ
w7ﺎس أﻧﻬﺎ ﻧvﻟl ﻓﻲ ﻋU ﷲ ﺑ: ﺣُOاﻓـﺔ، إذ 3ﻌnـﻪ اﻟ0Uـﻲ ﺻـﻠﻰ ﷲ ﻋﻠـﻪ وﺳـﻠ ﻓـﻲ
ﺳَ ــِﱠﺔ. اﻟnــﺎﻧﻲ: ﻗــ :ﺎل ﺟــﺎﺑ: ﻫــ اﻟﻌﻠ1ــﺎء، واﺧ5ــﺎرﻩ ﻣﺎﻟــ، ﻗــﺎل ﻣPــّف واﺑــ: ﻣــﻠ1ﺔ
ﺳ1ﻌ0ﺎ ﻣﺎﻟ@ﺎً Wﻘـل: ﻫـ اﻟﻌﻠ1ـﺎء. وﻗـﺎل ﺧﺎﻟـ ﺑـ: ﻧـvار: وﻗﻔـlُ ﻋﻠـﻰ ﻣﺎﻟـ ﻓﻘﻠـlُ : Wـﺎ
:أ3ﺎ ﻋU ﷲ، ﻣﺎ ﺗZ ﻓـﻲ ﻗﻟـﻪ ﺗﻌـﺎﻟﻰ
ْوَأُوِْـ: اﻷَﻣْـﺮِ ﻣِـﻨﻜُﻢ
؟ ﻗـﺎل: وـﺎن ﻣُ5Uـﺎً ﻓـﻞﱠ
ﺣUْﺗــﻪ، وــﺎن ﻋ0ــﻩ أﺻــﺎب اﻟــﯾ ﻓﻔــ ،5ﺢ ﻋ*0ــﻪ ﻓــﻲ وﺟﻬــﻲ، وﻋﻠ1ــlُ ﻣــﺎ أراد
ْ:وﻧ1ﺎ ﻋَ0ﻰ أﻫﻞ اﻟﻌﻠ. واﺧ5ﺎرﻩ اﻟPUV، واﺣ5ﺞ ﻟﻪ 3ﻘﻟﻪ ﺻﻠﻰ ﷲ ﻋﻠﻪ وﺳﻠ: )ﻣ
أــﺎع أﻣ*ــV ﻓﻘــ أــﺎﻋ0ﻲ ...( اﻟــﯾ. واﻟIــﺢ ﻋ0ــV أﻧﻬــ اﻷﻣــاء واﻟﻌﻠ1ــﺎء
ﺟ1ﻌــﺎً، أﻣـــﺎ اﻷﻣـــاء ﻓــﻸن أﺻـــﻞ اﻷﻣـــ ﻣــ0ﻬ، واﻟ'ـــ إﻟـــ*ﻬ. وأﻣــﺎ
اﻟﻌﻠ1ـــﺎء ﻓـــﻸن
ﺳــ
اﻟﻬ واﺟــ
ﻣ5ﻌَــ ِّ*
: ﻋﻠــﻰ اﻟQﻠــ، وﺟــاﺑﻬ ﻻزم، واﻣ5nــﺎل ﻓ5ــاﻫ واﺟــ
، وــﺧﻞ
ﻪ اﻟvوج ﻟﻠvوﺟﺔ، ﻻﺳ1ﺎ وﻗ ﻗـﻣ0ﺎ أن ـﻞ
ﻫـﻻء ﺣـﺎﻛ ، و ﻗـ ﺳـ1ﺎﻫ ﷲ ﺗﻌـﺎﻟﻰ
ﺑOﻟ:، ﻓﻘﺎل
َﻳَﺤْﻜُﻢُ ﺑِ3َﺎ اﻟﻨ#|ِﻴﻮنَ اﻟ#ﺬِﻳﻦَ أَﺳْﻠَﻤُﻮاْ ﻟِﻠ#ﺬِﻳﻦَ <َﺎدُواْ وَاﻟﺮ#ﺑ#ﺎﻧِﻴﻮن ُوَاﻷَﺣْﺒَﺎر
. ﻓﺄﺧU ﺗﻌـﺎﻟﻰ
أن اﻟ0Uﻲ ﺣﺎﻛ، واﻟ9ﺎﻧﻲ ﺣﺎﻛ، واﻟَUْ ﺣﺎﻛ. واﻷﻣ ﻠﻪ ﯾﺟﻊ إﻟﻰ اﻟﻌﻠ1ﺎء، ﻷن
اﻷﻣ ﻗ أﻓrﻰ إﻟﻰ اﻟRﻬﺎل، و ﺗﻌ*ّ: ﻋﻠ*ﻬ ﺳـال اﻟﻌﻠ1ـﺎء، ﻟـOﻟ ﻧpـ ﻣﺎﻟـ إﻟـﻰ
ﺧﺎﻟـ ﺑـ: ﻧــvار ﻧpـةً ﻣ0@ــة، ﺄﻧـﻪ Wـ* ﺑﻬــﺎ إﻟـﻰ أن اﻷﻣــ ﻗـ وﻗـﻒ ﻓــﻲ ذﻟـ ﻋﻠــﻰ
اﻟﻌﻠ1ـــﺎء ٌ، وزال ﻋـــ: اﻷﻣـــاء ﻟRﻬﻠﻬـــ واﻋ5ـــاﺋﻬ، واﻟﻌـــﺎدل ﻣـــ0ﻬ ﻣﻔ5ﻘـــ
إﻟـــﻰ اﻟﻌـــﺎﻟ
"ﻛﺎﻓ5ﻘﺎر اﻟRﺎﻫﻞ1. 1
(
،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
1
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451ـ452
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 52 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن :وأﻣﺎ ﺗﺟﻪ 3ﺎﻟﯾ اﻟe، ﻓ1nﺎﻟﻪ ﻓﻲ ﺗﻔ*ﻩ ﻟﻘﻟﻪ ﺗﻌـﺎﻟﻰ
ِhَﺴْ ـَﻟُﻮﻧَﻚَ ﻋَـﻦِ اﻟْﺨَﻤْـﺮ
وَاﻟْﻤَﻴِْ ِ ﻗُﻞْ ﻓِﻴ3ِﻤَﺎ إِﺛْﻢٌ ﻛَﺒِZjٌ وَﻣَﻨَﺎﻓِﻊُ ﻟِﻠﻨ#ﺎسِ وَإِﺛْﻤُ3ُﻤَﺎ ُjأَﻛَْـ ﻣِـﻦ D#ﻔْﻌِ3ِﻤَـﺎ.. 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
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(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
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.
2
(
،اﺑ: اﻟﻌ9ﻲ
أ
ﺣﺎم اﻟﻘ آن ،
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448
. ،أ
ﺣﺎم اﻟﻘ آن ،
1
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448
. 2
(
،اﺑ: اﻟﻌ9ﻲ
أ
ﺣﺎم اﻟﻘ آن ،
1
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448
. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت ]اﻟ7ﻘـة ،
219
[
،
"اﻟ1ـﺄﻟﺔ
::*اﻟnﺎﻧﺔ: ﻓﻲ ﺗﻘ* اﺳ اﻟQ1ـ وﻣﻌ0ـﺎﻩ: وﻗـ اﺧ5ﻠـﻒ اﻟﻌﻠ1ـﺎء ﻓـﻲ ذﻟـ ﻋﻠـﻰ ﻗـﻟ
أﺣﻫ1ﺎ: أن اﻟQ1ـ ﺷـاب Wُﻌ5Iـ ﻣـ: اﻟﻌ0ـ
ﺧﺎﺻـﺔ، وأﻣـﺎ ﻣـﺎ اﻋُ5Iـ ﻣـ: ﻏ*ـ
اﻟﻌ0ـــ
ﺎﻟv9*ـــO
واﻟ51ـــ وﻏ*ﻫ1ـــﺎ Wﻘـــﺎل ﻟﻬ1ـــﺎ ﻧU*ـــ . ﻗﺎﻟـــﻪ أﺑـــ ﺣ0ﻔـــﺔ و أﻫـــﻞ .اﻟ@ﻓـــﺔ
اﻟnﺎﻧﻲ ِ: أن اﻟQ1 ﻞﱡ ﺷاب ﻣُﻠ ِPُOّ ﻣ ب. ﻗﺎﻟﻪ أﻫﻞ اﻟ1ﯾ0ـﺔ وأﻫـﻞ ﻣ'ـﺔ، وﺗﻌﻠﱠـ أﺑـ
ﺣ0ﻔـــﺔ 3ﺄﺣﺎدﯾـــ ﻟـــ ﻟﻬـــﺎ ﺧُPُـــ، وﻻ أزﻣﱠـــﺔ ذﻧﺎﻫـــﺎ ﻓـــﻲ ﺷـــح اﻟـــﯾ وﻣـــﺎﺋﻞ
اﻟQﻼف ﻓﻼ ﯾُﻠ5ﻔl إﻟ*ﻬﺎ. واﻟIـﺢ ﻣـﺎ روZ اﻷﺋ1ـﺔ أنﱠ
:أﻧـﺎً ﻗـﺎل)
ُِّﺣ ﻣـl اﻟQ1ـ
ُِّﯾم ﺣlﻣ، وﻣـ ﺎ
3ﺎﻟ1ﯾ0ـﺔ ﺧ1ـ اﻷﻋ0ـﺎب إﻻ ﻗﻠ*ـﻞ، وﻋﺎﻣـﺔ ﺧ1ﻫـﺎ اﻟ7ُْ ـ واﻟ51ـ(
. Vﺧّﺟــﻪ اﻟ7Qــﺎر ُِّ. واﺗﻔــ اﻷﺋ1ــﺔ ﻋﻠــﻰ رواWــﺔ أن اﻟIــﺎ3ﺔ إذ ﺣ ﻣــl اﻟQ1ــ ﻟــ :W'ــ
0ﻋ0ﻫ ﯾﻣ O ﺧ1 ﻋ ، وﻧ1ﺎ ﺎﻧا W9ن ﺧ1 اﻟ0U*O، ﻓ@وا دِﻧﺎﻧﻬ، و9ﺎدروا
اﻻﻣ5nﺎل ﻻﻋ5ﻘﺎدﻫ أن ذﻟ ﻠﻪ ﺧ1. وﺻﺢّ ﻋـ: ﻋ1ـ أﻧـﻪ ﻗـﺎل ﻋﻠـﻰ اﻟ10Uـ: إن
ﺗـــــ اﻟQ1ـــــ ﻧـــــvل، وﻫـــــﻲ ﻣـــــ: ﺧ1ـــــﺔ: اﻟﻌ0ـــــ
و اﻟ51ـــــ واﻟﻌـــــﻞ واﻟ0Pـــــﺔ و
"*اﻟﻌ1. :وأﻣـــﺎ ﻣnـــﺎل ﺗﺟـــﻪ 3ﺎﻟﻠﻐـــﺔ pﻬـــ ﻓـــﻲ ﺗcﻘـــﻪ ﻣﻌ0ـــﻰ اﻟIـــﻌ* ﻓـــﻲ ﻗﻟـــﻪ ﺗﻌـــﺎﻟﻰ
َﻓ ً5ََ1ﱠ1ُــاْ ﺻَ ــﻌِ*اً َ*ِّ7ــﺎ ]اﻟ0ــﺎء،
43
[
: "ﻗﻟــﻪ ﺗﻌــﺎﻟﻰ
ًﺻــﻌﻴﺪا
:ــﻪ أر9ﻌــﺔ أﻗــال
اﻷول :وﺟﻪ اﻷرض :، ﻗﺎﻟﻪ ﻣﺎﻟ. اﻟnﺎﻧﻲ: اﻷرض اﻟ15ﺔ، ﻗﺎﻟﻪ اﺑ: زـ. اﻟnﺎﻟـ
اﻷرض اﻟ1ﻠﺎء. اﻟا3ﻊ: اﻟ5اب، ﻗﺎﻟﻪ اﺑ: w7ـﺎس واﺧ5ـﺎرﻩ اﻟـﺎﻓﻌﻲ. واﻟـOV Wﻌrـﻩ
اﻻﺷــ5ﻘﺎق، وﻫــ ﺻــﺢ اﻟﻠﻐــﺔ، أﻧــﻪ وﺟــﻪ اﻷرض ﻋﻠــﻰ أV وﺟــﻪ ــﺎن ﻣــ: رﻣــﻞ أو
"ﺣR أو ﺗاب2. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 53 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ :اﻟWﻠV اﻟZﺎﻣ ﻣﻬﺞ اﺑ اﻟﻌ ﻲ ﻓـ1ﻲ ﺗﻌﺎﻣﻠـﻪ ﻣـﻊ ﻣ ﺎﻟy3ـﻪ ﻓـﻲ ﻣixUـﻪ اﻟﻔﻘﻬـﻲ
g+َواﻟﻌَﻘ ﻓﻲ اﻟcﻘﺔ إن اﺑ: اﻟﻌ9ﻲ ﻗ وﻗﻊ ﻓﻲ n* ﻣ: اﻟﺎﻻت ﺗl ﺗﺄﺛ* اﻟ0pة
،اﻟ1OﻫUـﺔ اﻟrــﻘﺔ، ﺑــﻞ ﻗــ دﻓﻌ5ـﻪ ﻫــOﻩ اﻟ0pــة ﻓــﻲ 3ﻌـ2 اﻷﺣــﺎن إﻟــﻰ 3ــu ﻟــﺎﻧﻪ
ورﻣﻲ ﻣQﺎﻟ_ﻪ 3ﺄﻟﻔﺎ³ٍ ﻻ ﯾﻠ* أن ﺗIر ﻣ: ﻋﺎﻟٍ U*ـ 3ـ ﻋﻠ1ـﺎء آﺧـ: ﺣ5ـﻰ
وﻟ اﺧ5ﻠﻔا ﻣﻌﻪ ﻓﻲ اﻟ1Oﻫ
واﻟأV، ﻓﻠ@ﻞٍ ﻣ0ﻬ
اﺟ ª5ﻬﺎدُﻩ وأدﻟ5ُﻪ. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت وﻟ@00ﺎ ﻧﻼﺣ
ﻓ ﻲ
ﻣﻘﺎﺑﻞ ذﻟ أن اﺑ: اﻟﻌ9ﻲ ﺎن ﻓـﻲ 3ﻌـ2 اﻷﺣـﺎن Wﻘـم 3ﺈﻧIـﺎف ﻣQﺎﻟ_ـﻪ ﻋ0ـﻣﺎ
ًﯾ5ﻘــ ﻣــ: ﻗــة دﻟــ*ﻠﻬ، وﻫــOا ﻣ0ــvعٌ ﺣــ: 0ــﺎ ﻧ510ــﻰ أن ﻧــاﻩ 3ــ'ﻞ أﻛnــ وﺿــﺣﺎ
:ﻓــﻲ ﺗﻔــ*ﻩ، وRــ
أن ﻧــ* ﻫ0ــﺎ أWrــﺎً إﻟــﻰ أن اﺑــ: اﻟﻌ9ــﻲ ــﺎن ﻋﻠــﻰ اﻟــﻏ ﻣــ
ﺗﻌIّ ــ ،7ﻪ اﻟاﺿــﺢ وﻧIــﺗﻪ اﻟــﯾة ﻟ1Ot7ــﻪ اﻟ1ــﺎﻟ@ﻲ، ــﺎن Wﻘــم ﻓــﻲ أﺣــﺎن ﻗﻠ*ﻠــﺔ
310ﺎﻗــﺔ ﻣOt7ــﻪ، وﺗــﺟﺢ ﻏ*ــﻩ ﻋﻠــﻪ إذا ﺗUــ*: ﻟــﻪ ﺿــﻌﻒ دﻟ*ــﻞ ﻣOt7ــﻪ، وﻗــة دﻟ*ــﻞ
اﻟ1ــOﻫ
اﻵﺧــ، وﻫــOا ﻟﻌ1ــ اﻟــ ﻣﻗــﻒ Wُ1َــ ﻟــﻪ، وُﻘــﱠ ر ﻟــﻪ ﻓــﻲ ﻣ*ــvان ﺣــ0ﺎﺗﻪ
.اﻟﻌﻠ1ﺔ واﻟ10ﻬRﺔ 1ﻣـــ: اﻷﻣnﻠـــﺔ ﻋﻠـــﻰ ﺗﻌIِّ ـــ7ﻪ ﻹﻣﺎﻣـــﻪ، ورﻓﻌـــﻪ ﻟ :ﻘﺎﻣـــﻪ ﻋﻠـــﻰ ﺣـــﺎب ﻣﻘـــﺎم ﻏ*ـــﻩ ﻣـــ
:اﻷﺋ1ﺔ، ﻗﻟﻪ ﻋ: ﺗﻔ* اﻹﻣﺎم اﻟﺎﻓﻌﻲ ﻟﻠﻌل ﻓﻲ ﻗﻟﻪ ﺗﻌﺎﻟﻰ
ْذَﻟِﻚَ أَدْ َ أَﻻ# wَﻌُﻮﻟُﻮا
]اﻟ0ﺎء،
3[ 3'nة اﻟqﺎل: "ﻗﻠ0ﺎ أُﻋR
أﺻﺎب اﻟﺎﻓﻌﻲ 3'ﻼﻣـﻪ ﻫـOا، وﻗـﺎﻟا :
ﻫـ
ﺣُRــﺔٌ ﻟ10vﻟــﺔ اﻟــﺎﻓﻌﻲ ﻓــﻲ اﻟﻠﻐــﺔ، وﺷُ ــﻬﺗﻪ ﻓــﻲ اﻟﻌ9ــﺔ، واﻻﻋ5ــاف ﻟــﻪ 3ﺎﻟﻔIــﺎﺣﺔ
،ﺣ5ﻰ ﻟﻘ ﻗﺎل اﻟR0ﻲ: ﻫ أﻓIـﺢ ﻣَـ:ْ ﻧPـ 3ﺎﻟrـﺎد، ﻣـﻊ ﻏﺻـﻪ ﻋﻠـﻰ اﻟ1ﻌـﺎﻧﻲ
وﻣﻌﻓ5ـــﻪ 3ﺎﻷﺻـــل ... ﻗـــﺎل اﺑـــ: اﻟﻌ9ـــﻲ: ـــﻞ ﻣـــﺎ ﻗﺎﻟـــﻪ اﻟـــﺎﻓﻌﻲ أو ﻗ*ـــﻞ ﻋ0ـــﻪ أو
،ًوُﺻﻒ 3ﻪ ﻓﻬ ﻠﻪ ﺟvء ﻣـ: ﻣﺎﻟـ وﻧَµْ7ـﺔ ]ﺟﻋـﺔ[ ﻣـ: 3ـﻩ، وﻣﺎﻟـ أوﻋـﻰ ﺳـ1ﻌﺎ
وأﺛﻘـ
ﻓﻬ1ــﺎً، و أﻓIـﺢ ﻟــﺎﻧﺎً، وأﺑـع ﺑﺎﻧــ ﺎً، وأﺑــع وﺻـﻔﺎً، وــﻟﱡ ﻋﻠـﻰ ذﻟــ ﻣﻘﺎﺑﻠــﺔ
"ﻗــلٍ 3ﻘــلٍ ﻓــﻲ ــﻞ ﻣــﺄﻟﺔ و ﻓَIْ ــﻞ1
. وﻣــ: اﻷﻣnﻠــﺔ أWrــﺎً، ردﱡﻩ ﻋﻠــﻰ اﻹﻣــﺎم أﺑــﻲ
:ﺣ0ﻔﺔ ﻋ0ﻣﺎ ﻓﱠ )اﻷﺷّ( ﻓﻲ ﻗﻟﻪ ﺗﻌﺎﻟﻰ و ْ َﻻَ wَْ َﺑُﻮاْ ﻣَﺎلَ اﻟْfَِﻴﻢِ إِﻻ# ﺑِﺎﻟ#ِ` ِ:َ أَﺣ `ﺴَﻦُ ﺣَ#ـ
ُﻳَﺒْﻠُـﻎَ أَﺷُـﺪ#ه ]اﻷﻧ
ﻌـﺎم،
152
[
:3Q1ـﺔ وﻋــ: ﻋﺎﻣـﺎً، ﺣ*ـ ﻗـﺎل: "ﻗـﺎل أﺑـ ﺣ0ﻔــﺔ 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
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314
. 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
1
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314
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 54 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن اﻷﺷــّ ﺧ1ــﺔ وﻋــون ﻋﺎﻣــﺎً، وﻋR7ــﺎً ﻣــ: أﺑــﻲ ﺣ0ﻔــﺔ ﻓﺈﻧــﻪ ﯾــZ أن اﻟ1ﻘــﱠ رات ﻻ
ﺗnUl ﻧpاً وﻻ »ﺎﺳﺎً، وﻧ1ﺎ ﺗnUl ﻧﻘﻼً ﻋﻠـﻰ ﻣـﺎ ﺑ*ﱠ 0ـﺎﻩ ﻓـﻲ أﺻـل اﻟﻔﻘـﻪ، وﻫـ ﯾnU5ﻬـﺎ
I3ﺎﻷﺣﺎدﯾ اﻟrqﻔﺔ، وﻟ@0ﻪ ﺳ': دار اﻟrب ]Wﻘ ،3ﻐاد[ ﻓ@n ﻋ0ـﻩ اﻟ1ـﻟ
وﻟــ ﺳــ': دار اﻟ1ﻌــن ]WﻘIــ اﻟ1ﯾ0ــﺔ اﻟ10ــرة[ 1ــﺎ »ــﱠ2 ﷲ ﻟ1ﺎﻟــ، ﻟَ1َــﺎ ﺻــر
"ﻋ0ﻪ إﻻ إﺑv اﻟﯾ:، وﻛ* اﻟ1ﻠﺔ 1ﺎ ﺻر ﻋ: ﻣﺎﻟ1. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت وﻗــ ﺧــَ ا ﺑــ:ُ اﻟﻌ9ــﻲ أ3ــﺎ 3'ــ
اﻟRIــﺎصَ اﻟ0ﻔــﻲ ﺑــدود
ﻋﯾــة اﻣ5ــvج ﻓ*ﻬــﺎ اﻟــد
اﻟﻌﻠ1ﻲ 3ﺎﻷﻟﻔﺎ³ اﻟﻘﺎ ،ﺳﺔ اﻟﻼذﻋـﺔ
ﻋﻠـﻰ ﺳـU*ﻞ اﻟ1nـﺎل،
ﻧﻘـﻞ اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﺗﻔـ*ﻩ
ﻟﻘﻟﻪ ﺗﻌﺎﻟﻰ:
وَﻣَﻦ ﻟ#ﻢْ hَﺴْﺘَﻄِﻊْ ﻣِﻨﻜُﻢْ ﻃَﻮْﻻً أَن ﻳَﻨﻜِﺢَ اﻟْﻤُﺤْﺼَﻨَﺎتِ اﻟْﻤُﺆْﻣِﻨَﺎتِ ﻓَﻤِﻦ ﻣ4ﺎ ﻣَﻠَﻜَـﺖْ أَﻳْﻤَـﺎﻧُﻜُﻢ ﻣ4ـﻦ
ﻓََﻴَﺎﺗِﻜُﻢُ اﻟْﻤُﺆْﻣِﻨَـﺎتِ وَاﻟﻠّـUُ أَﻋْﻠَـﻢُ ﺑِِﻳﻤَـﺎﻧِﻜُﻢْ َﻌْﻀُ ـﻜُﻢ ﻣ4ـﻦ َﻌْـ ٍﺾ ]اﻟ0ـﺎء،
25
[
، ﻗـلَ اﻟRIـﺎص
3ﺄﻧﻪ "ﻟ ﻧ@ﺎح اﻷﻣَـﺔ ﺿـورة، ﻷن اﻟrـورة ﻣـﺎ WُQـﺎف ﻣ0ـﻪ ﺗﻠـﻒ اﻟـ0ﻔ أو ﺗﻠـﻒ
ﻋr، وﻟ ﻓﻲ ﻣﺄﻟ50ﺎ ﺷﻲء ﻣ: ذﻟ. ﻗﻠ0ﺎ: ﻫOا ﻼم ﺟﺎﻫﻞ 310ﻬـﺎج اﻟـع أو
ﻣ5ﻬ'ِّ ﻻ ﯾ7ﺎﻟﻲ 31ﺎ ﯾَد اﻟﻘل. ﻧ: ﻟ ﻧﻘﻞ إﻧﻪ ﺣ'ٌ ﻧu 3ﺎﻟrورة، إﻧ1ﺎ ﻗﻠ0ﺎ: إﻧـﻪ
ُﺣ ْ@ ٌ
ِّﻋﻠ 3ﺎﻟﺧIﺔ اﻟ1ﻘوﻧﺔ 3ﺎﻟﺎﺟﺔ، وﻟ@ﻞِّ واﺣ ﻣ0ﻬ1ﺎ ﺣ' WQـ5ﱡ
ٌ3ـﻪ، وﺣﺎﻟـﺔ
ِّWُﻌ5Uــ ﻓ*ﻬــﺎ، وﻣــ: ﻟــ Wﻔــ ق ﺑــ*: اﻟrــورة واﻟﺎﺟــﺔ اﻟ5ــﻲ ﺗ@ــن ﻣﻌﻬــﺎ اﻟﺧIــﺔ ﻓــﻼ
Wُﻌ0ــﻰ 3ــﺎﻟ@ﻼم ﻣﻌــﻪ، ﻓﺈﻧــﻪ ﻣﻌﺎﻧــٌ أو ﺟﺎﻫــﻞ، وﺗﻘــﯾ ذﻟــ إﺗﻌــﺎب ﻟﻠــ0ﻔ ﻋ0ــ ﻣــ: ﻻ
"ﯾ05ﻔﻊ 3ﻪ2
. اﻷﺷــّ ﺧ1ــﺔ وﻋــون ﻋﺎﻣــﺎً، وﻋR7ــﺎً ﻣــ: أﺑــﻲ ﺣ0ﻔــﺔ ﻓﺈﻧــﻪ ﯾــZ أن اﻟ1ﻘــﱠ
رات ﻻ
ﺗnUl ﻧpاً وﻻ »ﺎﺳﺎً، وﻧ1ﺎ ﺗnUl ﻧﻘﻼً ﻋﻠـﻰ ﻣـﺎ ﺑ*ﱠ
0ـﺎﻩ ﻓـﻲ أﺻـل اﻟﻔﻘـﻪ، وﻫـ ﯾnU5ﻬـﺎ
I3ﺎﻷﺣﺎدﯾ اﻟrqﻔﺔ، وﻟ@0ﻪ ﺳ': دار اﻟrب ]Wﻘ،3ﻐاد[ ﻓ@n ﻋ0ـﻩ اﻟ1ـﻟ
وﻟــ ﺳــ': دار اﻟ1ﻌــن ]WﻘIــ اﻟ1ﯾ0ــﺔ اﻟ10ــرة[ 1ــﺎ »ــﱠ2 ﷲ ﻟ1ﺎﻟــ، ﻟَ1َــﺎ ﺻــر
"ﻋ0ﻪ إﻻ إﺑv اﻟﯾ:، وﻛ* اﻟ1ﻠﺔ 1ﺎ ﺻر ﻋ: ﻣﺎﻟ1. :
ر
*
ﯾ: و
إﺑv
إ
وﻗــ ﺧــَ ا ﺑــ:ُ اﻟﻌ9ــﻲ أ3ــﺎ 3'ــ
اﻟRIــﺎصَ اﻟ0ﻔــﻲ ﺑــدود
ﻋﯾــة اﻣ5ــvج ﻓ*ﻬــﺎ اﻟــد
اﻟﻌﻠ1ﻲ 3ﺎﻷﻟﻔﺎ³ اﻟﻘﺎ ،ﺳﺔ اﻟﻼذﻋـﺔ
ﻋﻠـﻰ ﺳـU*ﻞ اﻟ1nـﺎل،
ﻧﻘـﻞ اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﺗﻔـ*ﻩ
ﻟﻘﻟﻪ ﺗﻌﺎﻟﻰ:
وَﻣَﻦ ﻟ#ﻢْ hَﺴْﺘَﻄِﻊْ ﻣِﻨﻜُﻢْ ﻃَﻮْﻻً أَن ﻳَﻨﻜِﺢَ اﻟْﻤُﺤْﺼَﻨَﺎتِ اﻟْﻤُﺆْﻣِﻨَﺎتِ ﻓَﻤِﻦ ﻣ4ﺎ ﻣَﻠَﻜَـﺖْ أَﻳْﻤَـﺎﻧُﻜُﻢ ﻣ4ـﻦ
ﻓََﻴَﺎﺗِﻜُﻢُ اﻟْﻤُﺆْﻣِﻨَـﺎتِ وَاﻟﻠّـUُ أَﻋْﻠَـﻢُ ﺑِِﻳﻤَـﺎﻧِﻜُﻢْ َﻌْﻀُ ـﻜُﻢ ﻣ4ـﻦ َﻌْـ ٍﺾ ]اﻟ0ـﺎء،
25
[
، ﻗـلَ اﻟRIـﺎص
3ﺄﻧﻪ "ﻟ ﻧ@ﺎح اﻷﻣَـﺔ ﺿـورة، ﻷن اﻟrـورة ﻣـﺎ WُQـﺎف ﻣ0ـﻪ ﺗﻠـﻒ اﻟـ0ﻔ أو ﺗﻠـﻒ
ﻋr، وﻟ ﻓﻲ ﻣﺄﻟ50ﺎ ﺷﻲء ﻣ: ذﻟ. ﻗﻠ0ﺎ: ﻫOا ﻼم ﺟﺎﻫﻞ 310ﻬـﺎج اﻟـع أو
ﻣ5ﻬ'ِّ ﻻ ﯾ7ﺎﻟﻲ 31ﺎ ﯾَد اﻟﻘل. 1
(
،اﺑ: اﻟﻌ9ﻲ
،nاﻟ;+ر اﻟﺎﺑ
2
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771
. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت ﻧ: ﻟ ﻧﻘﻞ إﻧﻪ ﺣ'ٌ ﻧu 3ﺎﻟrورة، إﻧ1ﺎ ﻗﻠ0ﺎ: إﻧـﻪ
ُﺣ ْ@ ٌ
ِّﻋﻠ 3ﺎﻟﺧIﺔ اﻟ1ﻘوﻧﺔ 3ﺎﻟﺎﺟﺔ، وﻟ@ﻞِّ واﺣ ﻣ0ﻬ1ﺎ ﺣ' WQـ5ﱡ
ٌ3ـﻪ، وﺣﺎﻟـﺔ
ِّWُﻌ5Uــ ﻓ*ﻬــﺎ، وﻣــ: ﻟــ Wﻔــ ق ﺑــ*: اﻟrــورة واﻟﺎﺟــﺔ اﻟ5ــﻲ ﺗ@ــن ﻣﻌﻬــﺎ اﻟﺧIــﺔ ﻓــﻼ
Wُﻌ0ــﻰ 3ــﺎﻟ@ﻼم ﻣﻌــﻪ، ﻓﺈﻧــﻪ ﻣﻌﺎﻧــٌ أو ﺟﺎﻫــﻞ، وﺗﻘــﯾ ذﻟــ إﺗﻌــﺎب ﻟﻠــ0ﻔ ﻋ0ــ ﻣــ: ﻻ
"ﯾ05ﻔﻊ 3ﻪ2
. وﻣــ: أﻣnﻠــﺔ إﻧIــﺎف اﺑــ: اﻟ ﻌ9ــﻲ ﻟ1Qﺎﻟ_ــﻪ ﻗﻟــﻪ ﻓــﻲ أﺑــﻲ ﺣ0ﻔــﺔ ﻋ0ــﻣﺎ ﻓﱠ ــ
:ﻗﻟﻪ ﺗﻌﺎﻟﻰ
ِiُﻠُﻮاْ ﻣِﻦ ﺛَﻤَﺮِهِ إِذَا أَﺛْﻤَﺮَ وَآﺗُﻮاْ ﺣَﻘ#Uُ ﻳَﻮْمَ ﺣَﺼَﺎدِه ]اﻷﻧﻌﺎم،
141
[
3ﻘﻟـﻪ: "وأﻣـﺎ أﺑـ
ﺣ0ﻔــﺔ ﻓRﻌــﻞ اﻵWــﺔ ﻣآﺗــﻪ ﻓﺄ3Iــ اﻟــ، وﻗــﺎل: إن ﷲ أوﺟــ
اﻟvــﺎة ﻓــﻲ اﻟ1ــﺄﻛل
ﻗُﺗـــﺎً ـــﺎن أو ﻏ*ـــﻩ، و9ـــ*ﱠ: اﻟ0Uـــﻲ
ذﻟـــ ﻓـــﻲ ﻋ1ـــم) :ﻗﻟـــﻪ 1ـــﺎ ﺳـــﻘl اﻟـــ1ﺎء
ُْاﻟﻌ(
3
. :وﻣ: أﻣnﻠﺔ ﻣQﺎﻟﻔ5ﻪ ﻹﻣﺎﻣﻪ، ﻗﻟﻪ ﻓﻲ ﺗﻔ* ﻗﻟﻪ ﺗﻌﺎﻟﻰ
#وَﻟَﻘَﺪْ آﺗَfْﻨَﺎ دَاوُودَ ﻣِﻨ ﺎ
َﻓَﻀْﻼً ﻳَﺎ ﺟِﺒَﺎلُ أَو4ِ: ﻣَﻌَUُ وَاﻟﻄ#Zْjَ وَأَﻟَﻨ#ﺎ ﻟَUُ اﻟْﺤَﺪِﻳﺪ ]ﺳ7ﺄ،
10
[:
"ﻗﻟﻪ
ًﻓﻀﻼ
... ﻪ دﻟ*ﻞ ﻋﻠﻰ 1
(
،اﺑ: اﻟﻌ9ﻲ
،nاﻟ;+ر اﻟﺎﺑ
2
/
771
. 2
(
،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
1
/
394
. 3
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
2
/
759
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ اﻹﻋRﺎب 3: اﻟIت... واﺳ5: n* ﻣ: ﻓﻘﻬﺎء اﻷﻣIﺎر اﻟﻘـاءة 3ﺎﻷﻟـﺎن
واﻟ5ﺟﻊ، وﻫﻪ ﻣﺎﻟ. وﻫ ﺟﺎﺋv ﻟﻘل أﺑﻲ ﻣﺳﻰ ﻟﻠ0Uﻲ ﻋﻠﻪ اﻟﻼم: ﻟ ُl1ﻋﻠ
ِأﻧ ﺗ1ﻊ ﻟَUّﺗﻪ ﻟ ﺗU*اً، ﯾـ ﻟَRﻌﻠ5ـﻪ ﻟـ أﻧاﻋـﺎً ﺣ
ـﺎﻧﺎ،
وﻫـ اﻟ5ﻠـ*: ﻣـﺄﺧذ
ﻣـــ: اﻟnـــب اﻟ1Uﱠـــ وﻫـــ اﻟ1QPـــu 3ـــﺎﻷﻟان.. واﻷﺻـــات اﻟـــ0ﺔ ﻧﻌ1ـــﺔ ﻣـــ: ﷲ
ﺗﻌـــﺎﻟﻰ، وزـــﺎدة ﻓـــﻲ اﻟQﻠـــ وﻣ0ّـــﺔ، وأﺣـــ ﻣـــﺎ ﻟ7ـــl ﻫـــOﻩ اﻟﻠـــﺔ اﻟ0_ـــﺔ واﻟ1t7ـــﺔ
َاﻟ@1ﺔ 5ﺎب ﷲ، ﻓَ0ِﻌ
ﷲ
ُإذا ﺻُ ﻓl ﻓﻲ اﻟPﺎﻋﺔ ﻓﻘ ﻗ"rﻲ ﺑﻬﺎ ﺣﱡ اﻟ0ﻌ1ﺔ1
. وأﻣﺎ أﺳﻠ9ﻪ ﻣ: ﺣ* اﻟ5ﻌﺎﻣﻞ ﻣﻊ ﻣQﺎﻟ_ﻪ ﻓﻲ ﻣOt7ﻪ اﻟﻌﻘـV، ﻓﻘـ أﺷـﻧﺎ ﻓـﻲ ﻓﻘـة
،(ﺳـــﺎ3ﻘﺔ إﻟـــﻰ أنّ اﺑـــ: اﻟﻌ9ـــﻲ ـــﺎن ﻋﻠـــﻰ ﻋﻘ*ـــة أﻫـــﻞ اﻟـــ0ﺔ واﻟR1ﺎﻋـــﺔ )اﻷﺷـــﺎﻋة
واﻋ5ﻘﺎدﻩ ﻫOا واﺿﺢٌ ـﻞ اﻟﺿـح ﻓـﻲ ﺗﻔـ*ﻩ، ﻓﻬـ
WR5ﻬـ
ﻓـﻲ ﺗﻔـ* اﻵWـﺎت وﻓـ
ﻣﻘ5rــﺎت وأﺻــل اﻷ ،ًﺷــﺎﻋة ﻠ1ــﺎ وﺟــ إﻟــﻰ ذﻟــ ﺳــUﻼ وﻘــم ﻓــﻲ اﻟﻗــl ﻧﻔــﻪ
31ــﻼت ردٍ ﻗــﺔ ﻋﻠــﻰ ﻣQﺎﻟ_ــﻪ ﻣــ: أﻫــﻞ اﻟ1ــOاﻫ
اﻷﺧــZ، و9ــ'ﻞ ﺧــﺎص ﻋﻠــﻰ
اﻟ1ﻌ5vﻟــﺔ. 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
4
/
1596
-
1597
.
2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
2
/
-
997
. 1
(
،اﺑ: اﻟﻌ9ﻲ
nاﻟ;+ر اﻟﺎﺑ ،
4
/
1596
-
1597
. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت وﻣــ: اﻷﻣnﻠــﺔ ﻋﻠــﻰ ذﻟــ ﺗﻔــ*ﻩ ﻟؤــﺔ ﷲ
:ﻓــﻲ ﺗﻔــ*ﻩ ﻟﻘﻟــﻪ ﺗﻌــﺎﻟﻰ
وﺳـــZjى اﷲ ﻋﻤﻠﻜـــﻢ ]اﻟ59ـــﺔ،
94
[: "اﻟ7ـــﺎرV راءٍ ﻣﺋـــﻲ، ﯾـــZ اﻟQﻠـــ ووﻧـــﻪ ، ﻓﺄﻣـــﺎ
رؤ5ﻬ ﻟﻪ ﻓﻔﻲ ﻣﻞ ﻣQIص]WﻘI ﻓﻲ اﻟR0ﺔ[،
:*وﻣ: ﻗمٍ ﻣQIﺻ]
IWﻘ
:*0اﻟ1ــﻣ[
، وأﻣــﺎ رؤ5ــﻪ ﻟﻠQﻠــ ﻓاﺋ1ــﺔٌ، ﻓﻬــ ﺗﻌــﺎﻟﻰ Wﻌﻠــ وــ :Z. وﻗــﺎل ﺟ1ﺎﻋــﺔ ﻣــ
اﻟ1U5ﻋﺔ: إﻧﻪW
ٌﻌﻠ وﻻ ﯾُZ، وﻣ5ﻰ أﺧU ﻋ0ﻪ 3ﺎﻟؤﺔ ﻓﺈﻧﻬـﺎ راﺟﻌـﺔ
إﻟـﻰ اﻟﻌﻠـ، وﻗـ
دﻟﻠ0ـﺎ ﻓـﻲ 5ـ
اﻷﺻــل ﻋﻠـﻰ أﻧـﻪ راءٍ ﺑؤــﺔ، 1ـﺎ أﻧـﻪ ﻋـﺎ :ﻟ 3ﻌﻠــ، ﻷﻧـﻪ أﺧUـ ﻋــ
ﻧﻔﻪ ﺑOﻟ ُU، وﺧﻩ ﺻﺎدق، وﻟ ﻟ
:'W
Vراﺋﺎً ﻟَ@ﺎن ﻣوﻓﺎً ]أ
ﺻﺎﺣ
ﻋﺎﻫﺔ[، ﻷن
اﻟــﻲ إذا ﻟــ W'ــ: ﻣُــْرِﺎً ــﺎن ﻣوﻓــﺎً، وﻫــ اﻟ15ﻘــِّس ﻋــ: اﻵﻓــﺎت واﻟ0ﻘــﺎﺋ، وﻫــOﻩ
اﻟﻌُ1ة اﻟﻌﻘﻠﺔ ﻟﻌﻠ1ﺎﺋ0ﺎ، ﻓﻘ أﺧU ﺳ7ﺎﻧﻪ ﻋ: ﻧﻔﻪ 31ﺎ WR
ﻟﻪ ﻣـ: ﺻـﻔ5ﻪ، وﻗـﺎم
"اﻟﻟ*ﻞ ﻋﻠﻪ ﻣ: ﻧﻌ5ﻪ، ﻓﻠvﻣ0ﺎ اﻋ5ﻘﺎدﻩ واﻹﺧ7ﺎر 3ﻪ2. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 56 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن :اﻟWﻠV اﻟ4ﺎﺳﻊ ﻣJ{z اﺑ اﻟﻌ ﻲ ﻣ أﺣ+اث ﻋ; ﻩ
أﻧــvل ﷲ
5ﺎ3ــﻪ اﻟ@ــ ﻟُِQــج اﻟ0ــﺎس ﻣــ: اﻟpﻠ1ــﺎت، وﻟ*ﻬــﯾﻬ إﻟــﻰ أﻗــم
اﻟُ ــUُﻞ اﻟ5ــﻲ ﺗﺄﺧـــO 3ﺄﯾــﯾﻬ إﻟـــﻰ ﺗﻘ*ــ ﻣIــﺎﻟﻬ، ودﻓـــﻊ اﻟ1ﻔﺎﺳــ ﻋـــ0ﻬ ﻓــﻲ ﻫـــOﻩ
،اﻟـــﻧﺎ واﻟـــار اﻵﺧـــة ﻋﻠـــﻰ اﻟـــاء. وآWـــﺎت اﻟﻘـــآن اﻟ5ـــﻲ ﺗـــ* إﻟـــﻰ ﻫـــOﻩ اﻟcﻘـــﺔ
واﺿﺔٌ ﻓﻲ دﻻﻻﺗﻬﺎ، وﻻ ﺗ51ﻞ أVﱠ ﺗﺄوﻞ. ﻣnﻞ ﻗﻟﻪ ﺗﻌﺎﻟ :ﻰ
إِن# <َــﺬَ ا اﻟْـُ ْآنَ ﻳِ3ْـﺪِي
ًﻟِﻠ#ِ` ِ:َ أَﻗْﻮَمُ وَﻳُﺒَ4 ُ اﻟْﻤُﺆْﻣِﻨِZYَ اﻟ#ﺬِﻳﻦَ hَﻌْﻤَﻠُـﻮنَ اﻟﺼ# ـﺎﻟِﺤَﺎتِ أَن# ﻟَ3ُـﻢْ أَﺟْـﺮاً ﻛَﺒِZـjا ]اﻹﺳـاء،
9[
. ﻟـOﻟ
أدرك أﻫﻞ اﻟ ﻣ: ﻋﻠ1ﺎء اﻹﺳﻼم أنّ ﻋﻠ*ﻬ واﺟ7ﺎً U*اً، ﯾ51nﻞ ﻓﻲ أدﻧﻰ درﺟﺎﺗﻪ
ﻓﻲ ﺑﺎن
أﺣ'ﺎم اﻹﺳﻼم ﻓﻲ اﻟﻘrـﺎWﺎ اﻟ@UـZ اﻟ5ـﻲ ﯾ5ﻌـّض ﻟﻬـﺎ اﻟ1ـﻠ1ن، و9ـ'ﻞ
ﺧﺎص ﻓﻲ أوﻗﺎت اﻷزﻣﺎت اﻟ5ﻲ ﺗﻌIﻒ 3ـﺎدﺗﻬ ﻋﻠـﻰ أراﺿـ*ﻬ، وﺗﻬـد وﺟـدﻫ
V3'ﻞ ﻋﺎم، وﻓﻲ دﻋﺗﻬ إﻟﻰ ﻧُIة وﻣازرة 3ﻌrﻬ 3ﻌrﺎً إذا أﺣق اﻟQP 3ﺄ
فٍ ﻣ0ﻬ. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت وﻫOا 3ﺎﻟﻔﻌﻞ ﻣـﺎ W1'ـ: أن ﻧﻠ1ـﻪ 3Rـﻼء ﻋ0ـ اﺑـ: ا ﻟﻌ9ـﻲ، وﻗـ ﻋﻓ0ـﺎ
أﻧﻪ ﻋﺎﺻ أﺣاﺛﺎً ﺗﺎرQﺔً وﺳﺎﺳـﺔً داﻣـﺔً، ﻓﻘـ أدﱠZ أﻣﺎﻧـﺔ اﻟUـﺎن واﻟ0Iـﺔ اﻟ5ـﻲ
أﻧﺎﻬــــﺎ ﷲ
:*3ﺎﻟﻌﻠ1ــــﺎء، ﻋ0ــــﻣﺎ وﺟــــﻧﺎﻩ ﻓــــﻲ أﻛnــــ ﻣــــ: ﻣ'ــــﺎن ﻓــــﻲ ﺗﻔــــ*ﻩ ﯾُUــــ
ﻟﻠ1ﻠ1*: أﺣ'ـﺎم ﷲ
و9Pﻬـﺎ 3ـﺄﺣاﻟﻬ، وـﻋﻫ ﻟﻠﻗـف ﯾـاً واﺣـةً ﻓـﻲ وﺟـﻪ
vاﻟﻔﻧRـــﺔ اﻟـــOﯾ: ﻏـــ وا 3ﻼدﻫـــ، وﻓ5@ـــا 3ـــﺄرواﺣﻬ، ﻓﻬـــﺎ ﻫـــ Wﻘـــل ﻓـــﻲ ﺗﻔـــ*ﻩ ﻟﻘﻟـــﻪ
:ﺗﻌــﺎﻟﻰ
ُاDْــِ ُواْ ﺧِﻔَﺎﻓــﺎً وَِﻘَــﺎﻻً وَﺟَﺎ<ِــﺪُواْ ﺑِــَﻣْﻮَاِﻜُﻢْ وَأَDﻔُﺴِــﻜُﻢْ ; ِــ: ﺳَــ|ِﻴﻞِ اﻟﻠّــUِ ذَِﻜُــﻢْ ﺧَZْــjٌ #ﻜُــﻢْ إِن ﻛُﻨــﺘ ْﻢ
َwَﻌْﻠَﻤُــﻮن ]اﻟ59ــﺔ،
41
[:
...:*"اﺧْ5ُﻠِــﻒ ﻓــﻲ إﺣ'ــﺎم ﻫــOﻩ اﻵWــﺔ أو ﻧــQﻬﺎ ﻋﻠــﻰ ﻗــﻟ
:واﻟIـــﺢ أﻧﻬـــﺎ ﻏ*ـــ ﻣ0ـــﺧﺔ، وﻗـــ ﺗ@ـــن ﺣﺎﻟـــﺔٌ WRـــ
ﻓ*ﻬـــﺎ ﻧﻔ*ـــ اﻟ@ـــﻞ إذا ﺗﻌـــ*ﱠ
،ْاﻟRﻬـــﺎد ﻋﻠـــﻰ اﻷwـــﺎن 3ﻐﻠ7ـــﺔ اﻟﻌـــو ﻋﻠـــﻰ ﻗPـــٍ ﻣـــ: اﻷﻗPـــﺎر، أو 3ﻠﻟـــﻪ 3ـــﺎﻟﻌُﻘ
R
ﻋﻠﻰ ﺎﻓﺔ اﻟQﻠ اﻟRﻬﺎد واﻟQـوج إﻟـﻪ؛ ﻓـﺈن ﻗIﱠ ـوا ﻋIـا. وﻟﻘـ ﻧـvل ﺑ0ـﺎ
،اﻟﻌو-ﻗI1ﻪ ﷲ-
،ﺳ0ﺔ ﺳ7ﻊ وﻋ: وﺧ11ﺎﺋﺔ، ﻓRـﺎس دWﺎرﻧـﺎ، وأﺳـ ﺟ*ﺗ0ـﺎ
َوﺗﺳﱠ ــu 3ﻼدﻧــﺎ ﻓــﻲ ﻋــدٍ ﻫــﺎل
،اﻟ0ــﺎس ﻋــدُﻩ، وــﺎن n*ــاً، ون ﻟــ ﯾUﻠــﻎ ﻣــﺎ ﺣــﱠدوﻩ
:@5ﻓﻘﻠl ﻟﻠاﻟﻲ واﻟ1ﻟﻰ ﻋﻠﻪ: ﻫـOا ﻋـو ﷲ، وﻗـ ﺣIـﻞ ﻓـﻲ اﻟﱠ ـَك واﻟﱠ ـ7'ﺔ، ﻓﻠـ
0ﻋ0 ﺑﺔ، وﻟ5pﻬ ﻣ @ إﻟﻰ ﻧIة دﯾ: ﷲ اﻟ15ﻌ*ِّ0ﺔ ﻋﻠ' ﺣﺔ، ﻓﻠQج إﻟـﻪ
ﺟ1ــﻊ اﻟ0ــﺎس ﺣ5ــﻰ ﻻ ﯾ7ﻘــﻰ ﻣــ0@ أﺣــﱞ ﻓــﻲ ﺟ1ــﻊ ﻫــOﻩ اﻷﻗPــﺎر، ُــﺎ 3ــﻪ، ﻓﺈﻧــﻪ ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 57 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ ،ﻫﺎﻟـــٌ ﻻ ﻣﺎﻟـــﺔ إن Wﱠ ـــ ﷲ ﻟـــﻪ؛ ﻓﻐﻠUـــl اﻟـــOﻧب، ورﺟﻔـــl اﻟﻘﻠـــب 3ﺎﻟ1ﻌﺎﺻـــﻲ
1وﺻﺎر ﻞ أﺣ ﻣ: اﻟ0ﺎس ﺛﻌﻠ7ﺎً WﺄوV إﻟﻰ وِﺟَـﺎرﻩ، ون رأZ اﻟ x 'ـوﻩ 3Rـﺎرﻩ؛ ﻓﺈﻧـﺎ
وﻧــﺎ إﻟــﻪ راﺟﻌــن، وﺣــU0ﺎ ﷲ وﻧﻌــ اﻟ*ــﻞ... إذا ــﺎن اﻟ0ﻔ*ــ ﻋﺎﻣــﺎً ﻟﻐﻠ7ــﺔ اﻟﻌــو
ًﻋﻠــﻰ اﻟــزة أو اﺳــ5ﻼﺋﻪ ﻋﻠــﻰ اﻷﺳــﺎرZ، ــﺎن اﻟ0ﻔ*ــ ﻋﺎﻣــﺎ ووﺟــ
اﻟQــوج ﺧِﻔﺎﻓــﺎ
وﺛِﻘﺎﻻً، ورُﻛ7ﺎﻧﺎً ورﺟﺎﻻً، ﻋU*اً وأﺣاراً، ﻣ:ْ ﺎن ﻟﻪ أب ﻣ: ﻏ* إذﻧـﻪ، وﻣـ: ﻻ أب
ﻟﻪ O، ﺣ5ﻰ Wpﻬ دﯾ: ﷲ، وﺗُ1ﻰ اﻟUrﺔ، وﺗُﻔª اﻟزة، وQvZ اﻟﻌو، وـ50ﻘ
اﻷﺳZ، وﻻ ﺧﻼف ﻓـﻲ ﻫـOا. وﻟﻘـ رُوV أن 3ﻌـ2 اﻷﻣـاء ﻋﺎﻫـ ﻔـﺎرا أﻻﱠ W7ـا
أﺳــ*اً، ﻓــﺧﻞ رﺟــﻞ ﻣــ: ﺟﻬ5ــﻪ 3ﻼدﻫــ، ﻓ1ــﱠ ﻋﻠــﻰ ﺑ*ــl ﻣﻐْﻠــ، ﻓ0ﺎدﺗــﻪ اﻣــأة: إﻧــﻲ
أﺳـــ*ة، ﻓـــﺄﺑﻠِﻎْ ﺻـــﺎﺣ7 ﺧUـــV. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت ﻓﻠ1ـــﺎ اﺟ51ـــﻊ 3ـــﻪ، اﺳـــ5Pﻌ1ﻪ ﻋ0ـــﻩ، وﺗRﺎذ3ـــﺎ ذﯾـــﻞ
اﻟﯾ، ﺣ5ﻰ اﻧ5ﻬﻰ اﻟQUـُ إﻟـﻰ ﻫـOﻩ اﻟ1ﻌOﱠ3ـﺔ، ﻓﺄﻟﻘـﺎﻩ إﻟـﻪ، ﻓ1ـﺎ أﻛ1ـﻞ ﺣﯾnـﻪ ﺣ5ـﻰ
ﻗـــﺎم اﻷﻣ*ـــ ﻋﻠـــﻰ ﻗﻣـــﻪ، وﺧـــج ﻏﺎزـــﺎً ﻣـــ: ﻓـــرﻩ، وﻣـــﻰ إﻟـــﻰ اﻟUﻠـــ ﺣ5ـــﻰ أﺧـــج
اﻷﺳ*ة، واﺳ5ﻟﻰ ﻋﻠﻰ اﻟ1ﺿﻊ. ﻓ@ـe ﺑ0ـﺎ وﻋ0ـﻧﺎ ﻋﻬـُ ﷲ أﻻﱠ ﻧـﻠِّ إﺧاﻧ0ـﺎ إﻟـﻰ
اﻷﻋ
اء، وﻧَ0ْﻌ وﻫ ﻓﻲ اﻟﻘﺎء، أو ﻧ1ﻠ اﻟﺔ وﻫ أرﻗﱠـﺎء. Wـﺎ x، وﻟﻬـOا اﻟQPـ
ّ01اﻟR! ﻧﺄل ﷲ اﻟ5ﻓ* ﻟﻠR1ﻬر، واﻟ"ﺔ 3Iﻼح اﻵﻣ واﻟ1ﺄﻣر1
. وﺎن Wﻐ50 أWﺔ ﻣ0ﺎﺳ7ﺔ ﺗﻠح ﻟﻪ، ﻟ* ﻣ: ﺧﻼﻟﻬﺎ إﻟﻰ ﻣﻗﻊٍ ﺟﻐاﻓﻲ رآﻩ، أو واﻗﻊ
اﺟ51ﺎﻋﻲ ﺷﺎﻫﻩ، أو ﺣارٍ أو ﺣﺎدﺛﺔٍ ﻋ ًﻠ1ﺔ أو ﺳﺎﺳﺔ أو ﺗﺎرQﺔ، ﺎن ﻫ ﻓﺎ
ﻓ*ﻬـــﺎ. وﻧpـــاً ﻟ@nـــة إﺷـــﺎراﺗﻪ ﻫـــOﻩ، W1'ـــ: ﻷV ﻣـــرخٍ إذا ﻗـــﺎم 3ﺎﺳ5ﻘIـــﺎﺋﻬﺎ وﺗﻠ*ﻠﻬـــﺎ
،ور9Pﻬﺎ 3ﺎﻗﻬﺎ اﻟﻌﻠ1ﻲ واﻟ5ـﺎرQﻲ اﻟﻌـﺎم، أن Wﻘـِّم ﻟ0ـﺎ ﺻـرةً، وﻟـ ﺎﻧـl ﻣـودة
:ﻋـــ: اﻟU* ـــﺔ اﻟﻌﻠ1ـــﺔ واﻟ5ﺎرQـــﺔ واﻟRﻐاـــﺔ اﻟ5ـــﻲ ﻋـــﺎش وﺷـــﺎرك ﻓ*ﻬـــﺎ اﺑـــ اﻟﻌ9ـــﻲ
3ﻔﻌﺎﻟـــﺔٍ، ﺳـــاء ﻓـــﻲ 3ـــﻼد اﻟـــق اﻹﺳـــﻼﻣﻲ اﻟ5ـــﻲ ﻋـــﺎش ﻓ5ـــةً ﻓـــﻲ ﻣـــﻧﻬﺎ وﻣاﻛvﻫـــﺎ
اﻟﻌﻠ1ﺔ، أم ﻓﻲ ﺣاﺿ اﻷﻧﻟ ﻓﻲ ﻧﻬﺎWـﺔ اﻟﻘـن اﻟQـﺎﻣ اﻟﻬRـV، واﻟnﻠـ اﻷول
:ﻣ: اﻟﻘن اﻟﺎدس اﻟﻬRV. وﻣ: اﻷﻣnﻠﺔ ﻋﻠﻰ ذﻟـ، ﻗﻟـﻪ ﻓـﻲ ﺗﻔـ* ﻗﻟـﻪ ﺗﻌـﺎﻟﻰ
ْﻳَﺎ أَﻳ3َﺎ اﻟ#ﺬِﻳﻦَ آﻣَﻨُﻮا ًإِﻧ#ﻤَﺎ اﻟْﻤُْ ِﻛُﻮنَ ﻧَﺠَﺲٌ ﻓَﻼَ hَْ َﺑُـﻮاْ اﻟْﻤَﺴْـﺠِﺪَ اﻟْـَ َامَ َﻌْـﺪَ ﻋَـﺎﻣِ3ِﻢْ <َــﺬَ ا وَإِنْ ﺧِﻔْـﺘُﻢْ ﻋَﻴْﻠَـﺔ
ٌﻓَﺴَ ــﻮْفَ hُﻐْﻨِــﻴﻜُﻢُ اﻟﻠّــUُ ﻣِــﻦ ﻓَﻀْ ــﻠِUِ إِن ﺷَــﺎء إِن# اﻟﻠّــUَ ﻋَﻠِــﻴﻢٌ ﺣَﻜِــﻴﻢ ]اﻟ59ــﺔ،
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Z"وﻟﻘــ 0ــlُ أر ،ﻫﺎﻟـــٌ ﻻ ﻣﺎﻟـــﺔ إن Wﱠ ـــ ﷲ ﻟـــﻪ؛ ﻓﻐﻠUـــl اﻟـــOﻧب، ورﺟﻔـــl اﻟﻘﻠـــب 3ﺎﻟ1ﻌﺎﺻـــﻲ
1وﺻﺎر ﻞ أﺣ ﻣ: اﻟ0ﺎس ﺛﻌﻠ7ﺎً WﺄوV إﻟﻰ وِﺟَـﺎرﻩ، ون رأZ اﻟ x 'ـوﻩ 3Rـﺎرﻩ؛ ﻓﺈﻧـﺎ
وﻧــﺎ إﻟــﻪ راﺟﻌــن، وﺣــU0ﺎ ﷲ وﻧﻌــ اﻟ*ــﻞ... إذا ــﺎن اﻟ0ﻔ*ــ ﻋﺎﻣــﺎً ﻟﻐﻠ7ــﺔ اﻟﻌــو
ًﻋﻠــﻰ اﻟــزة أو اﺳــ5ﻼﺋﻪ ﻋﻠــﻰ اﻷﺳــﺎرZ، ــﺎن اﻟ0ﻔ*ــ ﻋﺎﻣــﺎ ووﺟــ
اﻟQــوج ﺧِﻔﺎﻓــﺎ
وﺛِﻘﺎﻻً، ورُﻛ7ﺎﻧﺎً ورﺟﺎﻻً، ﻋU*اً وأﺣاراً، ﻣ:ْ ﺎن ﻟﻪ أب ﻣ: ﻏ* إذﻧـﻪ، وﻣـ: ﻻ أب
ﻟﻪ O، ﺣ5ﻰ Wpﻬ دﯾ: ﷲ، وﺗُ1ﻰ اﻟUrﺔ، وﺗُﻔª اﻟزة، وQvZ اﻟﻌو، وـ50ﻘ
اﻷﺳZ، وﻻ ﺧﻼف ﻓـﻲ ﻫـOا. وﻟﻘـ رُوV أن 3ﻌـ2 اﻷﻣـاء ﻋﺎﻫـ ﻔـﺎرا أﻻﱠ W7ـا
أﺳــ*اً، ﻓــﺧﻞ رﺟــﻞ ﻣــ: ﺟﻬ5ــﻪ 3ﻼدﻫــ، ﻓ1ــﱠ ﻋﻠــﻰ ﺑ*ــl ﻣﻐْﻠــ، ﻓ0ﺎدﺗــﻪ اﻣــأة: إﻧــﻲ
أﺳـــ*ة، ﻓـــﺄﺑﻠِﻎْ ﺻـــﺎﺣ7 ﺧUـــV. ﻓﻠ1ـــﺎ اﺟ51ـــﻊ 3ـــﻪ، اﺳـــ5Pﻌ1ﻪ ﻋ0ـــﻩ، وﺗRﺎذ3ـــﺎ ذﯾـــﻞ
اﻟﯾ، ﺣ5ﻰ اﻧ5ﻬﻰ اﻟQUـُ إﻟـﻰ ﻫـOﻩ اﻟ1ﻌOﱠ3ـﺔ، ﻓﺄﻟﻘـﺎﻩ إﻟـﻪ، ﻓ1ـﺎ أﻛ1ـﻞ ﺣﯾnـﻪ ﺣ5ـﻰ
ﻗـــﺎم اﻷﻣ*ـــ ﻋﻠـــﻰ ﻗﻣـــﻪ، وﺧـــج ﻏﺎزـــﺎً ﻣـــ: ﻓـــرﻩ، وﻣـــﻰ إﻟـــﻰ اﻟUﻠـــ ﺣ5ـــﻰ أﺧـــج
اﻷﺳ*ة، واﺳ5ﻟﻰ ﻋﻠﻰ اﻟ1ﺿﻊ. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت ﻓ@ـe ﺑ0ـﺎ وﻋ0ـﻧﺎ ﻋﻬـُ ﷲ أﻻﱠ ﻧـﻠِّ إﺧاﻧ0ـﺎ إﻟـﻰ
اﻷﻋ
اء، وﻧَ0ْﻌ وﻫ ﻓﻲ اﻟﻘﺎء، أو ﻧ1ﻠ اﻟﺔ وﻫ أرﻗﱠـﺎء. Wـﺎ x، وﻟﻬـOا اﻟQPـ ّ01اﻟR! ﻧﺄل ﷲ اﻟ5ﻓ* ﻟﻠR1ﻬر، واﻟ"ﺔ 3Iﻼح اﻵﻣ واﻟ1ﺄﻣر1
. وﺎن Wﻐ50 أWﺔ ﻣ0ﺎﺳ7ﺔ ﺗﻠح ﻟﻪ، ﻟ* ﻣ: ﺧﻼﻟﻬﺎ إﻟﻰ ﻣﻗﻊٍ ﺟﻐاﻓﻲ رآﻩ، أو واﻗﻊ
اﺟ51ﺎﻋﻲ ﺷﺎﻫﻩ، أو ﺣارٍ أو ﺣﺎدﺛﺔٍ ﻋ ًﻠ1ﺔ أو ﺳﺎﺳﺔ أو ﺗﺎرQﺔ، ﺎن ﻫ ﻓﺎ
ﻓ*ﻬـــﺎ. وﻧpـــاً ﻟ@nـــة إﺷـــﺎراﺗﻪ ﻫـــOﻩ، W1'ـــ: ﻷV ﻣـــرخٍ إذا ﻗـــﺎم 3ﺎﺳ5ﻘIـــﺎﺋﻬﺎ وﺗﻠ*ﻠﻬـــﺎ
،ور9Pﻬﺎ 3ﺎﻗﻬﺎ اﻟﻌﻠ1ﻲ واﻟ5ـﺎرQﻲ اﻟﻌـﺎم، أن Wﻘـِّم ﻟ0ـﺎ ﺻـرةً، وﻟـ ﺎﻧـl ﻣـودة
:ﻋـــ: اﻟU* ـــﺔ اﻟﻌﻠ1ـــﺔ واﻟ5ﺎرQـــﺔ واﻟRﻐاـــﺔ اﻟ5ـــﻲ ﻋـــﺎش وﺷـــﺎرك ﻓ*ﻬـــﺎ اﺑـــ اﻟﻌ9ـــﻲ
3ﻔﻌﺎﻟـــﺔٍ، ﺳـــاء ﻓـــﻲ 3ـــﻼد اﻟـــق اﻹﺳـــﻼﻣﻲ اﻟ5ـــﻲ ﻋـــﺎش ﻓ5ـــةً ﻓـــﻲ ﻣـــﻧﻬﺎ وﻣاﻛvﻫـــﺎ
اﻟﻌﻠ1ﺔ، أم ﻓﻲ ﺣاﺿ اﻷﻧﻟ ﻓﻲ ﻧﻬﺎWـﺔ اﻟﻘـن اﻟQـﺎﻣ اﻟﻬRـV، واﻟnﻠـ اﻷول
:ﻣ: اﻟﻘن اﻟﺎدس اﻟﻬRV. وﻣ: اﻷﻣnﻠﺔ ﻋﻠﻰ ذﻟـ، ﻗﻟـﻪ ﻓـﻲ ﺗﻔـ* ﻗﻟـﻪ ﺗﻌـﺎﻟﻰ
ْﻳَﺎ أَﻳ3َﺎ اﻟ#ﺬِﻳﻦَ آﻣَﻨُﻮا ًإِﻧ#ﻤَﺎ اﻟْﻤُْ ِﻛُﻮنَ ﻧَﺠَﺲٌ ﻓَﻼَ hَْ َﺑُـﻮاْ اﻟْﻤَﺴْـﺠِﺪَ اﻟْـَ َامَ َﻌْـﺪَ ﻋَـﺎﻣِ3ِﻢْ <َــﺬَ ا وَإِنْ ﺧِﻔْـﺘُﻢْ ﻋَﻴْﻠَـﺔ
ٌﻓَﺴَ ــﻮْفَ hُﻐْﻨِــﻴﻜُﻢُ اﻟﻠّــUُ ﻣِــﻦ ﻓَﻀْ ــﻠِUِ إِن ﺷَــﺎء إِن# اﻟﻠّــUَ ﻋَﻠِــﻴﻢٌ ﺣَﻜِــﻴﻢ ]اﻟ59ــﺔ،
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Z"وﻟﻘــ 0ــlُ أر 1
(
،اﺑ: اﻟﻌ9ﻲ
أﺣﺎم اﻟﻘ آن ،
2
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954
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955
. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ
8 58 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن 3 ﺑﻣ ﻋR7ﺎً، ﺎن ﻟRﺎﻣﻌﻬﺎ ،ﺎ3ﺎن: 3ﺎب ﺷﻗﻲ، وﻫـ 3ـﺎب ﺟَ*ْـون، و9ـﺎب ﻏ9ـﻲ
وﺎن اﻟ0ﺎس WRﻌﻠﻧﻪ ﻘﺎً W1ن ﻋﻠ*ﻬﺎ ﻧﻬﺎرﻫ ﻠّـﻪ ﻓـﻲ ﺣـاﺋRﻬ، وـﺎن اﻟـOﻣﻲﱡ
:ّإذا أراد اﻟ1ور، وﻗﻒ ﻋﻠـﻰ اﻟ7ـﺎب ﺣ5ـﻰ W1ـّ 3ـﻪ ﻣـﻠ، ﻣR5ـﺎز، ﻘـل ﻟـﻪ اﻟـOﻣﻲ
Wﺎ ﻣﻠ أﺗﺄذن ﻟﻲ أن أﻣـّ ﻣﻌـ؟ ﻘـل: ﻧﻌـ، ﻓ*ـﺧﻞ ﻣﻌـﻪ، وﻋﻠـﻪ اﻟµَِـ ﺎر ﻋﻼﻣـﺔ
،أﻫﻞ اﻟOﻣﺔ، ﻓﺈذا رآﻩ اﻟcِّ، ﺻﺎح 3ﻪ: ارﺟﻊ، ارﺟﻊ، ﻘل ﻟﻪ اﻟ1ﻠ: أﻧـﺎ أذِﻧـlُ ﻟـﻪ
"ّcﻓ*5ﻪ اﻟ1
:. وﻣ: اﻷﻣnﻠﺔ ﻋﻠﻰ ذﻟ أWrﺎً، ﻗﻟﻪ ﻓﻲ ﺗﻔ* ﻗﻟﻪ ﺗﻌـﺎﻟﻰ
وَﻣِﻨْ3ُﻢ
َﻣ#ﻦْ ﻋَﺎ<َﺪَ اﻟﻠّUَ ﻟَِﻦْ آﺗَﺎﻧَﺎ ﻣِﻦ ﻓَﻀْﻠِUِ ﻟَﻨَﺼ#ﺪ#ﻗَﻦ# وَﻟَﻨَﻜُﻮﻧَﻦ# ﻣِﻦ
َYZِاﻟﺼ#ﺎﻟِﺤ
ِUﻓَﻠَﻤ#ﺎ آﺗَـﺎ<ُﻢ ﻣ4ـﻦ ﻓَﻀْ ـﻠِUِ ﺑَﺨِﻠُـﻮاْ ﺑِـ
َوَﺗَﻮَﻟ#ﻮاْ و#<ُـﻢ ﻣﻌْﺮِﺿُـﻮن
ْﻓَـَﻋْﻘَﺒَ3ُﻢْ Dِﻔَﺎﻗـﺎً ; ِـ: ﻗُﻠُـﻮﺑِ3ِﻢْ إَِـ ﻳَـﻮْمِ ﻳَﻠْﻘَﻮْﻧَـUُ ﺑِﻤَـﺎ أَﺧْﻠَﻔُـﻮاْ اﻟﻠّـUَ ﻣَـﺎ وَﻋَـﺪُوهُ وَﺑِﻤَـﺎ iَـﺎﻧُﻮا
َﻳَﻜْــﺬِﺑُﻮن ]اﻟ59ــﺔ75
-
77
[:
"... 1
(
،اﺑ: اﻟﻌ9ﻲ أﺣﺎم اﻟﻘ آن ،
2
/
914
.
2
(
،اﺑ: اﻟﻌ9ﻲnاﻟ;+ر اﻟﺎﺑ ،
2
/
987
-
988
. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت وﻋﻠــﻰ ذــ ﻫــOﻩ اﻵWــﺔ أﻧUــ ُ@ أﻧــﻲ 0ــlُ 31Rﻠــ
اﻟز اﻟﻌـﺎدل أﺑـﻲ ﻣ0Iـر ﺑـ: ﺣ1*ـ ﻋﻠـﻰ رُﺗ7ـﺔ ﺑ*ﱠ0ﺎﻫـﺎ ﻓـﻲ 5ـﺎب )
ﺗﺗ*ـ
اﻟﺣﻠـﺔ
ﻟﻠ5ﻏ*
3ﺎﻟ1ﻠﺔ:¤(، ﻓﻘأ اﻟﻘﺎر
ٌﺗَﺤِf#ﺘُ3ُﻢْ ﻳَﻮْمَ ﻳَﻠْﻘَﻮْﻧَUُ ﺳَـﻼَ م ]اﻷﺣـvاب،
44
[
، و0ـlُ ﻓـﻲ
اﻟIــﻒ اﻟnــﺎﻧﻲ ﻣــ: اﻟﻠَﻘــﺔ، ﻓpﻬــ أﺑــ اﻟﻓــﺎء ﻋﻠــﻲ ﺑــ: ﻋ ﻘ*ــﻞ إﻣــﺎم اﻟ0Uﻠــﺔ ﺑﻬـــﺎ
]3ﻐاد[، وﺎن ﻣﻌ5vﻟﻲ اﻷﺻل، ﻓﻠ1ﺎ ﺳ1ﻌlُ اﻵWﺔ ﻗﻠlُ ﻟIﺎﺣ
ٍ ﻟـﻲ WRﻠـ ﻋﻠـﻰ
ُlWــﺎرV: ﻫــOﻩ اﻵWــﺔ دﻟ*ــﻞٌ ﻋﻠــﻰ رؤــﺔ ﷲ ﻓــﻲ اﻵﺧــة، ﻓــﺈنﱠ اﻟﻌــب ﻻ ﺗﻘــل: ﻟﻘ*ــ
ﻓﻼﻧﺎً، إﻻ إذا رأﺗﻪ، ﻓIف وﺟﻬﻪ أﺑ اﻟﻓﺎء اﻟ1ـOر إﻟ*0ـﺎ ﻣـﻋﺎً، وﻗـﺎل: ﺗ05Iـ
v5ﻟ1Oﻫ
اﻻﻋ :ال ﻓﻲ أنﱠ ﷲ ﻻ ﯾُZ ﻓﻲ اﻵﺧة، ﻓﻘ ﻗـﺎل
ﻓََﻋْﻘَﺒَ3ُﻢْ Dِﻔَﺎﻗـﺎً ; ِـ: ﻗُﻠُـﻮﺑِ3ِﻢْ إَِـ
ُUَﻳَﻮْمِ ﻳَﻠْﻘَﻮْﻧ
:*، وﻋ0ك أن اﻟ10ﺎﻓﻘ*: ﻻ ﯾون ﷲ ﻓـﻲ اﻵﺧـة. وﻗـ ﺷـﺣ0ﺎ وﺟـﻪ اﻵﯾ5ـ
".(ﻓﻲ اﻟ1ُ'ِﻠ*: )WﻘI ﻓﻲ 5ﺎ3ﻪ اﻟ1'ﻠ*:: أV ﻣُ'ِﻞ اﻟ@5ﺎب واﻟ0ﺔ2
) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ OاﻟU,O اﻟZﺎﻟ :
أﺛ
اﻟ4ﻔ
و{34ﻪ :اﻟWﻠV اﻷول ﻣ+l ﺗﺄﺛ
اﺑ
اﻟﻌ ﻲ ﻋﻠﻰ اﻟﻔِّ - ﻣ !ﻌ+ﻩ
ﻣـــ: اﻟ1ﻌـــﺎﯾ* اﻟ15ﻔـــ ﻋﻠ*ﻬـــﺎ ﻟ1ﻌﻓـــﺔ »1ـــﺔ أV ﻣﻔِّ ـــ، وﻣ'ﺎﻧ5ـــﻪ ﻓـــﻲ ﺗـــﺎرﺦ
:اﻟ5ﻔ*، ﻫ ﻣZ 3ﻘﺎء وﺣrر ﻣﺎ أﻧRvﻩ ﻓـﻲ ﺗﻔـ*ﻩ، ﻓـﻲ إﻧRـﺎزات اﻟ1ﻔِّ ـ
:ﻣـ
3ﻌــﻩ
ًﻗــW1ﺎً وﺣــﯾnﺎ ،
وﻧwــﺔ ﻫــOا اﻟrــر. وpﻬــ ذﻟــ ﻣــ: ﺧــﻼل اﺗQــﺎذﻫ إWــﺎﻩ
ﻣﺟﻌــﺎً ﻻ ﻏ0ــﻰ ﻋ0ــﻪ ﻓــﻲ ﺗﻔﺎﺳــ*ﻫ، WﺄﺧــOون ﻣ0ــﻪ، و0ﻘﻠــن ﻋ0ــﻪ، وRﺎدﻟﻧــﻪ، ﺑــﻞ
،و0ﻘوﻧﻪ. ﻞ ﻫOﻩ اﻟPاﺋ ﻣ: اﻟ5ﻔﺎﻋﻞ ﺗُﻔIﺢ ﻋ: ﻗة ﻫOا اﻟ5ﻔ* وﻗة ﺻﺎﺣ7ﻪ
*و»15ﻬ1ﺎ اﻟﻌﻠ1ﺔ. وﻧ: إذا أردﻧﺎ أن ﻧPU ﻫOا اﻟ1qﺎر ﻋﻠﻰ ﺗﻔـ ،اﺑـ: اﻟﻌ9ـﻲ
ﻓﺈﻧ0ﺎ ﺳ0R أن ﻣﻌp اﻟ1ﻔ: اﻟOﯾ: أﺗا ﻣ: 3ﻌﻩ اﺳ5ﻔﺎدوا ﻣ0ـﻪ ﺑﺟـﻪ ﻣـ: اﻟﺟـﻩ
اﻟــﺎ3ﻘﺔ. وﻟ@ــ: ﻟﻠــ ﻧﻘــل: إن أﻛnــ ﻣَــ:ْ اﺳــ5ﻔﺎد ﻣ0ــﻪ، وﺗــﺄﺛ 3ــﻪ، و910ﻬRــﻪ ﻫــ
اﻹﻣــﺎم اﻟﻘUــﻲ )ت671
ه( ﺻــﺎﺣ
ﺗﻔــ* "اﻟRــﺎﻣﻊ ﻷﺣ'ــﺎم اﻟﻘــآن"، وﻫــOا أﻣــ
ﻣ5ﻗﻊ، ﻓﺎﻟﺟﻼن أﻧﻟﺎن، وﻣﺎﻟ @ﺎن، وﻓق ﻫOا وذاك ﺻ7ﱠﺎ اﻫ51ﺎﻣﻬ1ﺎ ﻓـﻲ ﻣ*ـان
اﻟ5ﻔـــ* ﻋﻠـــﻰ ﻣـــﺎ W1'ـــ: اﺳـــ507ﺎﻪ ﻣـــ: أﺣ'ـــﺎم اﻟﻘـــآن اﻟ@ـــ. وﻣـــ: ﻫ0ـــﺎ ﻓﺈﻧـــﺎ ﻟـــ
ًﻧــ5ﻐب أﺑــاً ﻋ0ــﻣﺎ ﻻﺣp0ــﺎ اﻫ51ــﺎم واﺣ5ﻔــﺎء اﻟﻘUــﻲ ﺑ5ﻔــ* اﺑــ: اﻟﻌ9ــﻲ اﺣ5ﻔــﺎء
Wpﻬــــ ﻟﻠــــارس ﻓــــﻲ ــــﻞ آWــــﺔ ﻓﱠ ــــﻫﺎ اﺑــــ: اﻟﻌ9ــــﻲ، وﺗ0ﺎوﻟﻬــــﺎ 3ﺎﻟ5ﻔــــ* ﻣــــ: 3ﻌــــﻩ
اﻟﻘUﻲ، ﺳاء ﺻـﱠح ﻓـﻲ ذﻟـ اﻟﻘUـﻲ أم ﻟـ WIـِّح. 1
(
،اﻟﻘUﻲ
اﻟIﺎﻣﻊ ﻷﺣﺎم اﻟﻘ آن ،ﺑ*وت، دا
ر إﺣﺎء اﻟ5اث اﻟﻌ9ﻲ ،
2
/
249
،. واﻧp اﺑ: اﻟﻌ9ﻲ
أﺣﺎم
اﻟﻘ آن ،
1
/
62ـ63
. VاﻟWﻠdاﻟ1ﺎﻣ: ﻣ
ﻬIﻪ ﻓﻲ اﻟ4ﻌﺎﻣﻞ ﻣﻊ اﻹﺳ اﺋ
ﻠ3ﺎت وﺗ@ـﺎد ﺗ@ـن وﺟـﻩ اﺳـ5ﻔﺎدة
اﻟﻘUﻲ ﻣ: اﺑ: اﻟﻌ9ﻲ ﺗ1ﻞ ﻞ ﻣﺎدﯾ: اﻟ5ﻔ*، ﻓﻬ ﻗ اﺳ5ﻔﺎد ﻣ0ﻪ ﻓـﻲ اﻟ1ﻘـﺎم
اﻷول ﻓﻲ ﻣRﺎل اﻷﺣ'ﺎم اﻟﻔﻘﻬﺔ، وﻣ: ﺛَﱠ ﻓﻲ اﻟ1Rﺎﻻت اﻷﺧZ ﻣ: أﺳ7ﺎب ﻧـvول
وﻗـــ
اءات وﻟﻐـــﺔ وﻧـــ وأﺧ7ـــﺎر وأﺻـــل ﻓﻘـــﻪ . وﺗRـــ
اﻹﺷـــﺎرة ﻫ0ـــﺎ إﻟـــﻰ أن اﺳـــ5ﻔﺎدة
اﻟﻘUﻲ ﻣ: اﺑ: اﻟﻌ9ﻲ، ون ﺎﻧl ﻓﻲ ﻣﻌp1ﻬـﺎ اﺳـ5ﻔﺎدة ﻧﻘـﻞ وﻣاﻓﻘـﺔ، وﻟ@0ﻬـﺎ ﻟـ
:ﺗﻘ5Iـــ ﻋﻠـــﻰ ذﻟـــ ﺑـــﻞ ـــﺎن اﻟﻘUـــﻲ، وﻫـــ اﻹﻣـــﺎم اﻟ1ﻔِّ ـــ اﻟ@U*ـــ، ﯾ5ﻌﻘﱠـــ
اﺑـــ
. I5اﻟﻌ9ﻲ ﻓﻲ 3ﻌ2 اﻷﺣﺎن 3ﺎﻟ0ﻘ واﻟ وﻣ: اﻷﻣnﻠﺔ ﻋﻠـﻰ ﻫـOا اﻟ5ﻌﻘﱡـ
، ﻗـل اﻟﻘUـ :ﻲ ﻓـﻲ ﺗﻔـ*ﻩ ﻟﻘﻟـﻪ ﺗﻌـﺎﻟﻰ
ﻳَـﺎ
أَﻳ3َﺎ اﻟ#ﺬِﻳﻦَ آﻣَﻨُﻮاْ ﻛُﺘِﺐَ ﻋَﻠَﻴْﻜُﻢُ اﻟْﻘِﺼَﺎصُ ; ِ: اﻟْﻘَﺘْWَـ اﻟْـُ ﺑِـﺎ ِﻟُْ 4 وَاﻟْﻌَﺒْـﺪُ ﺑِﺎﻟْﻌَﺒْـﺪ ]اﻟ7ﻘـة،
78
[
: "ﻗـﺎل
اﺑ: اﻟﻌ9ﻲ : ﻟﻘـ ﺑﻠﻐـl اﻟRﻬﺎﻟـﺔ 3ـﺄﻗام إﻟـﻰ أن ﻗـﺎﻟا Wُﻘ5ـﻞ اﻟـ 3ﻌUـ ﻧﻔِ ـ ﻪ، ورووا ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 60 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن ﻓﻲ ذﻟ ﺣﯾnﺎً ﻋ: اﻟـ: ﺑـ: ﺳـ1ة أن رﺳـل ﷲﻗـﺎل:
ْ:)ﻣـ
َﻗ5ـﻞ ﻋUـ (ﻩ ﻗ5ﻠ0ـﺎﻩ
وﻫــOا ﺣــﯾ ﺿــqe. ﻗﻠــlُ : ﻫــOا اﻟــﯾ اﻟــOV ﺿــﻌﱠﻔﻪ اﺑــ: اﻟﻌ9ــﻲ، ﻫــ ﺻــﺢ
ْ:أﺧﺟــﻪ اﻟ0ــﺎﺋﻲ وأﺑــ داود، وﺗ51ــ ﻣ50ــﻪ: )وﻣــ
ْ:ﺟــع أﻧــﻒ ﻋUــﻩ ﺟــﻋ0ﺎﻩ، وﻣــ
:أﺧIﺎﻩ أﺧI*0ﺎﻩ(، وﻗﺎل اﻟ7QﺎرV ﻋ: ﻋﻠـﻲ ﺑـ: اﻟ1ـﯾ0ﻲ ﺳـ1ﺎع اﻟـ: ﺑـ: ﺳـ1ة
ﺻــﺢ، وأﺧــO ﺑﻬــOا اﻟــﯾ، وﻗــﺎل اﻟ7QــﺎرV: وأﻧــﺎ أذﻫــ
إﻟــﻪ. ﻓﻠــ ﻟــ WIــﺢ ﻟ1ــﺎ
"ذﻫ
إﻟﻪ ﻫOان اﻹﻣﺎﻣﺎن، وﺣ7ُ ﺑﻬ1ﺎ1
. VاﻟWﻠ
اﻟZﺎﻧﻲ :
ﻣ,ﺎوﻟﺔ ﻓﻲ
اﻟ3
4ﻘ 3ﻌ ﻫOﻩ اﻟRﻟﺔ اﻟ1ﺟvة ﻣﻊ اﻟﻘﺎﺿﻲ اﺑ: اﻟﻌ9ﻲ و9ﻌ2 ﻣﻌﺎﻟ اﻟ1ـ0ﻬﺞ ﻓـﻲ
:'1W ،"ﺗﻔ*ﻩ "أﺣ'ﺎم اﻟﻘآن:ﻟ0ﺎ، ﻋﻠﻰ ﺳU*ﻞ اﻟ5ﻘ*، اﻹدﻻء 3ﺎﻟ1ﻼﺣpﺎت اﻟ5ﺎﻟﺔ
1
(
اﺳ5Pﺎع اﺑ: اﻟﻌ9ﻲ أن ﯾﻠ5vم 31ﺎ أﺧOﻩ ﻋﻠﻰ ﻧﻔﻪ ﻣ: ﻋ0ﺎﺻ ﻣ0ﻬRﺔ أﻓIﺢ
ﻋ0ﻬــﺎ ﻓــﻲ ﻣﻘﻣــﺔ 5ﺎ3ــﻪ 1ــﺎ ذﻧــﺎ ﻣــ: ﻗUــﻞُ. و9ﺎﻟﻔﻌــﻞ، و1ــﺎ ﺗُnUــl ذﻟــ اﻟﻔﻘــات
اﻟﺎ3ﻘﺔ، ﻓﻘ أﻋPﻰ اﺑ: اﻟﻌ9ﻲ ﻞﱠ ﻋ0ﺎﺻ ﻣ0ﻬRﻪ ﺣﻘﻬﺎ ﻣ: اﻹﻋ1ﺎل وا.*UP5ﻟ
2
(
ﻋﻠﻰ اﻟﻏ ﻣ: أن اﻋ50ﺎء اﺑـ: اﻟﻌ9ـﻲ ﻓـﻲ ﺗﻔـ*ﻩ اﻧIـ
ﱠ ﻋﻠـﻰ ﻧﺎﺣـﺔ اﻷﺣ'ـﺎم
،اﻟwﺔ، إﻻ أﻧﻪ ﻟـ Wـﺄلُ ﺟُﻬـاً ﻓـﻲ ﺗ0ـﺎول اﻵWـﺎت اﻟ5ـﻲ ﻓﱠ ـﻫﺎ ﻣـ: ﺟ1ـﻊ اﻟ0ـاﺣﻲ
واﻟﻗــف ﻋﻠــﻰ ﺟ1ــﻊ دﻻﻻﺗﻬــﺎ وWﺎءاﺗﻬــﺎ، 3ﺎﻹﺿــﺎﻓﺔ إﻟــﻰ ذــ ــﻞ ﻣــﺎ ﯾ5ﻌﻠــ ﺑﻬــﺎ
ﻣ: أﺣﺎدﯾ وأﺧ7ﺎر وأﻗال ﺳﻠﻒ ،. و9ﻬOا ﻧ5Pﻊ أن ﻧﻘل: إن ﺗﻔ* اﺑ: اﻟﻌ9ﻲ
0وﻋﻠـــﻰ اﻟـــﻏ ﻣـــ: fـــﺎﻫ ﻋ
اﻧـــﻪ اﻟـــOV ﯾـــﺣﻲ 3ﺎﻟPـــﺎ3ﻊ اﻟﻔﻘﻬـــﻲ ،
:وﻋﻠـــﻰ اﻟـــﻏ ﻣـــ
،ًاﻗ5Iﺎرﻩ ﻋﻠـﻰ اﻵWـﺎت اﻟ5ـﻲ ﻗـّر أﻧﻬـﺎ ﺗ5rـ1: أﺣ'ﺎﻣـﺎ
W1'00ـﺎ أن ﻧُرﺟـﻪ ﻓـﻲ 5ـ
اﻟ5ﻔــ* اﻟ5ﻠ*ﻠــﻲ اﻟﻌــﺎم، ﻣــﻊ ﻟﻔــl اﻷﻧpــﺎر إﻟــﻰ اﻫ51ﺎﻣــﻪ وﻋ0ﺎﯾ5ــﻪ
اﻟ@U*ــة 3ﺎﻷﺣ 'ــﺎم
.اﻟﻔﻘﻬﺔ 3
(
ﺗUـــأ اﻟﻘﺎﺿـــﻲ اﺑـــ: اﻟﻌ9ـــﻲ ﻣ'ﺎﻧـــﺔً ﻣﻣﻗـــﺔً ﻓـــﻲ ﺗـــﺎرﺦ اﻟ5ﻔـــ*، واﺳـــ5Pﺎع أن
Wﻔض ﺗﻔ*ﻩ 1ﺟﻊ ﺿورV ﻟ@ﻞ ﻣ: ﺗIـﱠZ ﻟ5ﻔـ* اﻟﻘـآن اﻟ@ـ 3ﻌـﻩ وﺣ5ـﻰ
أWﺎﻣ0ــﺎ اﻟاﻫ0ـــﺔ، ﻋﻠـــﻰ اﻷﻗـــﻞ ﻣـــ: ﺣ*ـــ اﻟراﺳـــﺔ اﻟﻔﻘﻬـــﺔ
ﻵWـــﺎت اﻟﻘـــآن اﻟ@ـــ اﻟ5ـــﻲ 1
(
،اﻟﻘUﻲ
اﻟIﺎﻣﻊ ﻷﺣﺎم اﻟﻘ آن ،ﺑ*وت، دا
ر إﺣﺎء اﻟ5اث اﻟﻌ9ﻲ ،
2
/
249
،. واﻧp اﺑ: اﻟﻌ9ﻲ أﺣﺎم
اﻟﻘ آن ،
1
/
62ـ63
. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 61 ﺗ0ﺎوﻟ :'1ﻬﺎ ﻓﻲ ﺗﻔ*ﻩ. و اﻋ57ﺎر ﺗﻔ*ﻩ ﻋﻼﻣﺔ 3ـﺎرزة ﻣـ: ﻋﻼﻣـﺎت ﺗPـر ﻣرﺳـﺔ
"اﻟ5ﻔــ* اﻟﻔﻘﻬــﻲ، وﺧPــة رﺋــﺔ ﻣﻬﱠــت اﻟPــ ﻟpﻬــر اﻹﻣــﺎم اﻟﻘUــﻲ وﺗﻔــ*ﻩ
اﻟRﺎﻣﻊ ﻷﺣ'ـﺎم اﻟﻘـآن" اﻟـOV Wُﻌـ ﻋﻼﻣـﺔ ﻧrـﺞ ﻣرﺳـﺔ اﻟ5ﻔـ* اﻟﻔﻘﻬـﻲ ﻓـﻲ ﺗـﺎرﺦ
.اﻟ5ﻔ* 3'ﻞ ﻋﺎم
اﻟ4ﺎﺋﺞ اﻟ4ﺎﺋﺞ ﻣـــ: ﺧـــﻼل رﺣﻠ50ـــﺎ اﻟ15اﺿـــﻌﺔ ﻣـــﻊ
اﻹﻣـــﺎم اﺑـــ: اﻟﻌ9ـــﻲ رﺣ1ـــﻪ ﷲ وﺗﻔـــ*ﻩ
:"أﺣ'ﺎم اﻟﻘآن"، W1': ﻟ0ﺎ أن ﻧRﻞ اﻟ05ﺎﺋﺞ اﻟ5ﺎﻟﺔ
1
(
VOاﻋ51ـــ اﺑـــ: اﻟﻌ9ـــﻲ ﻋﻠـــﻰ اﻟ1ـــ0ﻬﺞ اﻟ5ﻠ*ﻠـــﻲ ﻓـــﻲ ﺗﻔـــ*ﻩ، وﻫـــ اﻟ1ـــ0ﻬﺞ اﻟـــ
،ﻣــﺎزال Wpــﻰ 3ﺎﻟrــر اﻟﻘــV ﺣ5ــﻰ اﻵن ﻓــﻲ ﻣ*ــان ﺗﻔــ* اﻟﻘــآن اﻟ@ــ
ﻓﻘـ اﻗ5Iــ اﺑــ: اﻟﻌ9ــﻲ ﻓــﻲ 5ﺎ3ــﻪ ﻋﻠـﻰ ﺗﻔــ* آWــﺎت اﻷﺣ'ــﺎم اﻟاﺣــة 3ﻌــ
اﻷﺧــZ ﺣــ
ﺗﺗ*Uﻬــﺎ ﻓــﻲ ﺳــرﻫﺎ، ﻣِّــvاً ﺟﻬــﻩ ﻋﻠــﻰ ﺗﻔــ* 3ُﻌْــﻫﺎ ا ﻟﻔﻘﻬــﻲ
53'ﻞ ﻋﺎم، ﻣﻊ ﻣﻼﺣpﺔ أﻧﻪ ﺎن ﯾﻬ ـ ًأWrﺎ ـ :3ﺎﻷ3ﻌﺎد اﻷﺧZ ﻟﻶWﺎت ﻣ
ﺣ*ـــــ ﺗﻔـــــ*ﻫﺎ اﻟﻌـــــﺎم، وﻣـــــﺎ ﻓ*ﻬـــــﺎ ﻣـــــ: دﻻﻻت ﻋﻘWـــــﺔ و ﺷـــــﺎرات ٍﺗﺎرQـــــﺔ
.ٍوﺳﺎﺳﺔ ﻣـــ: ﺧـــﻼل رﺣﻠ50ـــﺎ اﻟ15اﺿـــﻌﺔ ﻣـــﻊ
اﻹﻣـــﺎم اﺑـــ: اﻟﻌ9ـــﻲ رﺣ1ـــﻪ ﷲ وﺗﻔـــ*ﻩ
:"أﺣ'ﺎم اﻟﻘآن"، W1': ﻟ0ﺎ أن ﻧRﻞ اﻟ05ﺎﺋﺞ اﻟ5ﺎﻟﺔ 2
(
اﺳ5ﻋ
اﺑ: اﻟﻌ9ﻲ ﺗاث اﻟ1ﻔ: ﻣ: ﻗUﻠﻪ واﻧ5p ﻓﻲ داﺧﻠﻪ، وﺗﻌﺎﻣﻞ ﻣﻊ
ﻫOا اﻟ5اث 3Pﻘﺔ ﺗ0ﱡ ﻋ: اﺣ5ـام ﻋ1*ـ ﻟـﻪ ﻣـlﻊ اﺣ5ﻔﺎfـﻪ ﻟ0ﻔـﻪ ﻓـﻲ اﻟﻗـ
.ذاﺗﻪ 3 اﻟ10ﺎﻗﺔ واﻟ0ﻘ واﻟدِّ ﻋ0ﻣﺎ ﯾZ ﻣﺟ7ﺎً ﻟOﻟ 2
(
اﺳ5ﻋ
اﺑ: اﻟﻌ9ﻲ ﺗاث اﻟ1ﻔ: ﻣ: ﻗUﻠﻪ واﻧ5p ﻓﻲ داﺧﻠﻪ، وﺗﻌﺎﻣﻞ ﻣﻊ
ﻫOا اﻟ5اث 3Pﻘﺔ ﺗ0ﱡ ﻋ: اﺣ5ـام ﻋ1*ـ ﻟـﻪ ﻣـ lﻊ اﺣ5ﻔﺎfـﻪ ﻟ0ﻔـﻪ ﻓـﻲ اﻟﻗـ
.ذاﺗﻪ 3 اﻟ10ﺎﻗﺔ واﻟ0ﻘ واﻟدِّ ﻋ0ﻣﺎ ﯾZ ﻣﺟ7ﺎً ﻟOﻟ 3
(
اﻋ51 اﺑـ: اﻟﻌ9ـﻲ ﻋﻠـﻰ ﻣ0ﻬRـﻲ اﻷﺛـ واﻟـأV ﻓـﻲ ﺗﻔـ*ﻩ، ﻣـﻊ ﻣﻼﺣpـﺔ أﻧـﻪ
ﻛﺎن أﻛn ﺗﺳﻌﺎً ودﻗﺔً وﻧﻘـاً ﻓـﻲ ﻣ*ـان اﻷﺛـ واﻷﺧ7ـﺎر، ﻫـOا 3ﺎﻹﺿـﺎﻓﺔ إﻟـﻰ
أﻧﻪ ﻗ اﺗQO ﻣﻗﻔﺎً ﻧﻘWﺎً إزاء اﻷﺣﺎد.ﯾ اﻟrqﻔﺔ واﻟ1ﺿﻋﺔ واﻹﺳاﺋ*ﻠﺎت
4
(
ﻛــﺎن ﯾ05Iــ
ﻟ1Ot7ــﻪ وﻣﺎﻣـــﻪ ﻋﻠــﻰ اﻟ1ــ5Z اﻟﻔﻘﻬـــﻲ واﻟﻌﻘــV، وــﺎنªWﻐﻠـــ
3ﻌ2 اﻟﻲء ﻓﻲ اﻟدّ ﻋﻠـﻰ ﻣQﺎﻟ_ـﻪ ﻓـﻲ 3ﻌـ2 اﻟـﺎﻻت ، ﻣـﻊ fﻬـر روح
2اﻟ5ﻘﯾ واﻹﻧIﺎف ﻋ0ﻩ ﻟﻠﻌﻠ1ﺎء اﻵﺧ: ﻓﻲ 3ﻌ اﻷﺣﺎن. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ
2 62 ﺣﺎزم زﻛرﯾﺎ ﻣﺣﻲ اﻟدﯾن 5
(
fﻬـــت ﺷQIـــﺔ اﺑـــ: اﻟﻌ9ـــﻲ اﻟﻌﻠ1ـــﺔ اﻟ5ﻔـــ*ﺔ 3ـــ'ﻞ
واﺿـــﺢ ﻣـــ: ﺧـــﻼل
ﺟ1ﻌــــﻪ ﻟﻸﺧ7ــــﺎر واﻵﺛــــﺎر، واﻟ5ﻌﺎﻣــــﻞ ﻣﻌﻬــــﺎ 3Pﻘــــﺔ ﻧﻘWــــﺔ، وﻋﺿــــﻪ ﻷﻗــــال
اﻟﻔﻘﻬﺎء وﻣ0ﺎﻗ5ﻬﺎ وﺗﺟﺢ اﻷﻗZ دﻟﻼً ﻓ*ﻬﺎ، ﺣ5ﻰ وﻟـ ـﺎن ﻣQﺎﻟﻔـﺎً ﻟ1Ot7ـﻪ
ﻓﻲ 3ﻌ2 اﻟﺎﻻت، وﻟRﺋﻪ، ﻓﻲ 3ﻌ2 اﻷﺣﺎن، إﻟﻰ اﺳ507ﺎ ﺣ'ـٍ ﺧـﺎص
V3ـــﻪ ﻓـــﻲ ﻋـــد ﻣـــ: اﻟ1ـــﺎﺋﻞ واﻟﻘrـــﺎWﺎ. اﻟ4ﺎﺋﺞ وأﻛUـــ اﻟpـــ: ﻋ0ـــ
أن أﺳـــﺎس ﻗـــة
ًاﻟQIــﺔ اﻟﻌﻠ1ــﺔ ﻋ0ــﻩ، Wﻌــد إﻟــﻰ ﺗ1'ﱡ0ــﻪ ﻣــ: ﻋﻠــم اﻟــﯾ وﻧﻘــﻩ رواWــﺔ
ودراWــﺔً، 3ﺎﻹﺿــﺎﻓﺔ إﻟــﻰ رﺳــخ ﻗﻣــﻪ ﻓــﻲ ﻋﻠــم اﻟﻠﻐــﺔ واﻷﺻــل، وﻫــOﻩ ﻠﻬــﺎ
أدوات ﻻ ﻏ0ـــﻰ ﻋ0ﻬـــﺎ ﻟ@ـــﻞ ﻣـــ: ﯾ5IـــﱠZ ﻟﻼﺟ5ﻬـــﺎد أو ﻋﻠـــﻰ اﻷﻗـــﻞ ﻟﻠ5ـــﺟﺢ
اﻟﻌﻠ1ﻲ. اﻟﻌﻠ1ﻲ. 6
(
اﻣ5ــﺎز اﺑــ: اﻟ ﻌ9ــﻲ ﺑــ9u ﺗﻔــ*ﻩ ﻟﻠﻘــآناﻟ@ــ
ًﻠ1ــﺎ وﺟــ إﻟــﻰ ذﻟــ ﺳـــUﻼ
ﺑاﻗﻊ ﻣﻠ1ﻲ ﻋIﻩ وﻣﺎﻛﻠﻬ، وﻫOﻩ اﻟ1*vة اﻹﺻﻼﺣﺔ
زادت ﻣ: ﻗرة ﻫـOا
اﻟ5ﻔ* ﻋﻠﻰ اﻟ5ﻔﺎﻋـﻞ ﻣـﻊ ﻋIـﻩ واﻟ5ـﺄﺛ* ﻓـﻲ أﺣاﺛـﻪ، وﺟﻌﻠـl ﻣ0ـﻪ 3ﺎﻟ0ـ7ﺔ
ﻟ0ـــــﺎ ﺻــــــرةً ﺻـــــﺎدﻗﺔ ﻋــــــ: 3ﻌـــــ2 أﺣــــــال ﻋIـــــﻩ ﻣــــــ: اﻟ0ﺎﺣـــــﺔ اﻟﺎﺳــــــﺔ
wواﻻﺟ51ﺎ
ــﺔ، ﻓrــﻼ ◌ًــ ـ 3PUﻌــﺔ اﻟــﺎل ـ:ﻋــ
.اﻟ0ﺎﺣــﺔ اﻟﻌﻠ1ــﺔ واﻟﻔ@ــﺔ
وﻗــﱠﻣl ﻟ0ــﺎ ـ ًأWrــﺎ ـ ﻧ1ذﺟــﺎً Wُﻘ5ــZ 3ــﻪ ﻟِ1ــﺎ WRــ
أن Wﻘــم 3ــﻪ أVﱡ ﻣﻔِّ ــ
.ﯾ51ﻞ ﻣوﻟ*5ﻪ اﻟﻌﻠ1ﺔ واﻟﯾ0ﺔ إزاء اﻟﻌI اﻟOV Wq° ﻪ
وﻓﻲ ﻧﻬﺎWﺔ ﻫOا اﻟ7 ﻧﻋ
:*nاﻟ7ﺎﺣ
إﻟﻰ ﺑOل اﻟ1v ﻣـ: اﻟ7ـ واﻻﺟ5ﻬـﺎد
ﻓــــﻲ:اﺳــــ5Qاج ﻣــــﺎ W1'ــــ: اﺳــــ5Qاﺟﻪ ﻣــــ
اﻟﻌ0ﺎﺻــــ اﻟ10ﻬRــــﺔ و اﻟﻘاﻋــــ واﻷﺻــــل
اﻟ5ﻔ*ﺔ اﻟ5ﻲﻗﺎم ﻋﻠﻰ ﻫV ووﺣﻲ ﻣ0ﻬﺎ ﺗاﺛ0ﺎ اﻟ5ﻔ*V اﻟﻌـ،
اﻟﻘـW واﻟـﯾ
،ﻋﻠـﻰ اﻟــاءوذﻟــ
ِّ'ﻧpـاً ﻷن ﻫــOا اﻻﺳــ5Qاج Wــ ﻞ ﺧPـة ﺿــورﺔ ﻋﻠــﻰ ــ
ا ٍ**ﺳ5@1ﺎل ﺗ
ﻋﻠ1ﻲ ُﻣ َ'
ﻟU0ﺎء ﻋﻠ أﺻل اﻟ5ﻔ* اﻟOV ﻣـﺎ زال ﯾ05pـ اﻟ@n*ـ
cUP5ﻣـــ: اﻟRﻬـــد اﻟ0pـــﺔ واﻟ
ﺔ ـــ
ﻹﻧrـــﺎﺟﻪ وﺗﺳـــQﻪ، وﻋPﺎﺋـــﻪ اﻟ1'ﺎﻧـــﺔ اﻟﻌﻠ1ـــﺔ
اﻟ1رﺔ
اﻟ@U*ة اﻟ5ﻲ W5ﻘﻬﺎ. اﻟ4ﺎﺋﺞ ا
ﻟ;ﺎدر واﻟ اﺟﻊ
اﺑ: ﺧﻠ@ﺎن ،
) أﺣ1 ﺑ: ﷴ1971
.(وa3ـﺎت اﻷ`3ـﺎن وأﻧUـﺎء أﺑـﺎء اﻟ^ﻣـﺎن ،، ﺗﻘ*ـ: إﺣـﺎن w7ـﺎس
1، دار ﺻﺎدر، ﺑ*وت
، ﻟU0ﺎن. اﺑــ: اﻟﻌ9ــﻲ، أﺑــ 3'ــ
ﷴ ﺑــ: ﻋUــ ﷲ )
1409
/ه1989
.(
l اﻷﺣــﺎم اﻟ;ــﻐ ،، ﺗﻘ*ــ: ﺳــﻌ* أﻋــاب
1
.، ﻣ0رات اﻟ10p1ﺔ اﻹﺳﻼﻣﺔ ﻟﻠ59ﺔ واﻟﻌﻠم واﻟnﻘﺎﻓﺔ
.ـــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ )
1407
/ه1987(. أﺣـــﺎم اﻟﻘـــ آن:، ﺗﻘ*ـــ
،Vﻋﻠـــﻲ ﷴ اﻟ7Rـــﺎو
3
، دار
اﻟ1ﻌﻓﺔ، ﺑ*وت
، ﻟU0ﺎن. .(ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ. )د.تاﻟﻌJاﺻ ﻣ اﻟﻘJاﺻ :W، ﺗﻘ*ـ وﻣﻘﻣـﺔ: ﻣـ
اﻟـﯾ: اﻟQP*ـ
، ﺗﻘـ
ﺧﺎﻟ اﻟﻌ، دار اﻟ7ﺎﺋ، دﻣ
، ﺳرﺎ. .(اﺑــ: ﻓﺣــن، ﺑﻫــﺎن اﻟــﯾ: إﺑــاt )د.تVاﻟــ+ﯾUﺎج اﻟــiﻫV ﻓــﻲ ﻣﻌ ﻓــﺔ أ`3ــﺎن اﻟــiﻫ.، د. ، دار
اﻟ@5
اﻟﻌﻠ1ﺔ، ﺑ*وت
، ﻟU0ﺎن. ) اﻷدﻧﻪ وV، أﺣ1ـ ﺑـ: ﷴ1417
/ه1997
.(
- bUﻘـﺎت اﻟﻔـ ،Vv، ﺗﻘ*ـ: ﺳـﻠ1ﺎن ﺑـ: ﺻـﺎﻟﺢ اﻟQـ
1، ﻣ'57ﺔ اﻟﻌﻠم واﻟ'، اﻟ1ﯾ0ﺔ اﻟ10رة
، اﻟﻌدWﺔ . أﻋــا) *ب، ﺳــﻌ1407
/ه1987
.(ﻣــﻊ اﻟﻘﺎﺿــﻲ أﺑــﻲ !ــ ﺑــ اﻟﻌ ــﻲ،
1
،، دار اﻟﻐــب اﻹﺳــﻼﻣﻲ
ﺑ*وت
، ﻟU0ﺎن . ) '3 اﻟ*ﻲ، ﺟﻼل اﻟﯾ: ﻋU اﻟﺣ1: ﺑ: أﺑﻲ1426
.(ه
اﻹﺗﻘﺎن ﻓﻲ ﻋﻠJم اﻟﻘ آن v، ﺗﻘ*: ﻣـ
.اﻟراﺳــــﺎت اﻟﻘآﻧــــﺔ، د. ، ﻣR1ــــﻊ اﻟ1ﻠــــ ﻓﻬــــ ﻟP7ﺎﻋــــﺔ اﻟ1Iــــﻒ اﻟــــe، اﻟ1ﯾ0ــــﺔ اﻟ10ــــر
ة ،
اﻟﻌدWﺔ. اﻟ4ﺎﺋﺞ 6
(
اﻣ5ــﺎز اﺑــ: اﻟ ﻌ9ــﻲ ﺑــ9u ﺗﻔــ*ﻩ ﻟﻠﻘــآناﻟ@ــ
ًﻠ1ــﺎ وﺟــ إﻟــﻰ ذﻟــ ﺳـــUﻼ
ﺑاﻗﻊ ﻣﻠ1ﻲ ﻋIﻩ وﻣﺎﻛﻠﻬ، وﻫOﻩ اﻟ1*vة اﻹﺻﻼﺣﺔ
زادت ﻣ: ﻗرة ﻫـOا
اﻟ5ﻔ* ﻋﻠﻰ اﻟ5ﻔﺎﻋـﻞ ﻣـﻊ ﻋIـﻩ واﻟ5ـﺄﺛ* ﻓـﻲ أﺣاﺛـﻪ، وﺟﻌﻠـl ﻣ0ـﻪ 3ﺎﻟ0ـ7ﺔ
ﻟ0ـــــﺎ ﺻــــــرةً ﺻـــــﺎدﻗﺔ ﻋــــــ: 3ﻌـــــ2 أﺣــــــال ﻋIـــــﻩ ﻣــــــ: اﻟ0ﺎﺣـــــﺔ اﻟﺎﺳــــــﺔ
wواﻻﺟ51ﺎ
ــﺔ، ﻓrــﻼ ◌ًــ ـ 3PUﻌــﺔ اﻟــﺎل ـ:ﻋــ
.اﻟ0ﺎﺣــﺔ اﻟﻌﻠ1ــﺔ واﻟﻔ@ــﺔ
وﻗــﱠﻣl ﻟ0ــﺎ ـ ًأWrــﺎ ـ ﻧ1ذﺟــﺎً Wُﻘ5ــZ 3ــﻪ ﻟِ1ــﺎ WRــ
أن Wﻘــم 3ــﻪ أVﱡ ﻣﻔِّ ــ
.ﯾ51ﻞ ﻣوﻟ*5ﻪ اﻟﻌﻠ1ﺔ واﻟﯾ0ﺔ إزاء اﻟﻌI اﻟOV Wq° ﻪ وﻓﻲ ﻧﻬﺎWﺔ ﻫOا اﻟ7 ﻧﻋ
:*nاﻟ7ﺎﺣ
إﻟﻰ ﺑOل اﻟ1v ﻣـ: اﻟ7ـ واﻻﺟ5ﻬـﺎد
ﻓــــﻲ:اﺳــــ5Qاج ﻣــــﺎ W1'ــــ: اﺳــــ5Qاﺟﻪ ﻣــــ
اﻟﻌ0ﺎﺻــــ اﻟ10ﻬRــــﺔ و اﻟﻘاﻋــــ واﻷﺻــــل
اﻟ5ﻔ*ﺔ اﻟ5ﻲﻗﺎم ﻋﻠﻰ ﻫV ووﺣﻲ ﻣ0ﻬﺎ ﺗاﺛ0ﺎ اﻟ5ﻔ*V اﻟﻌـ،
اﻟﻘـW واﻟـﯾ
،ﻋﻠـﻰ اﻟــاءوذﻟــ
ِّ'ﻧpـاً ﻷن ﻫــOا اﻻﺳــ5Qاج Wــ ﻞ ﺧPـة ﺿــورﺔ ﻋﻠــﻰ ــ
ا ٍ**ﺳ5@1ﺎل ﺗ
ﻋﻠ1ﻲ ُﻣ َ'
ﻟU0ﺎء ﻋﻠ أﺻل اﻟ5ﻔ* اﻟOV ﻣـﺎ زال ﯾ05pـ اﻟ@n*ـ
cUP5ﻣـــ: اﻟRﻬـــد اﻟ0pـــﺔ واﻟ
ﺔ ـــ
ﻹﻧrـــﺎﺟﻪ وﺗﺳـــQﻪ، وﻋPﺎﺋـــﻪ اﻟ1'ﺎﻧـــﺔ اﻟﻌﻠ1ـــﺔ
اﻟ1رﺔ
اﻟ@U*ة اﻟ5ﻲ W5ﻘﻬﺎ. ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 63 ا
ﻟ;ﺎدر واﻟ اﺟﻊ
اﺑ: ﺧﻠ@ﺎن ،
) أﺣ1 ﺑ: ﷴ1971
.(وa3ـﺎت اﻷ`3ـﺎن وأﻧUـﺎء أﺑـﺎء اﻟ^ﻣـﺎن ،، ﺗﻘ*ـ: إﺣـﺎن w7ـﺎس
1، دار ﺻﺎدر، ﺑ*وت
، ﻟU0ﺎن. اﺑــ: اﻟﻌ9ــﻲ، أﺑــ 3'ــ
ﷴ ﺑــ: ﻋUــ ﷲ )
1409
/ه1989
.(
l اﻷﺣــﺎم اﻟ;ــﻐ ،، ﺗﻘ*ــ: ﺳــﻌ* أﻋــاب
1
.، ﻣ0رات اﻟ10p1ﺔ اﻹﺳﻼﻣﺔ ﻟﻠ59ﺔ واﻟﻌﻠم واﻟnﻘﺎﻓﺔ
.ـــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ )
1407
/ه1987(. أﺣـــﺎم اﻟﻘـــ آن:، ﺗﻘ*ـــ
،Vﻋﻠـــﻲ ﷴ اﻟ7Rـــﺎو
3
، دار
اﻟ1ﻌﻓﺔ، ﺑ*وت
، ﻟU0ﺎن. .(ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ. )د.تاﻟﻌJاﺻ ﻣ اﻟﻘJاﺻ :W، ﺗﻘ*ـ وﻣﻘﻣـﺔ: ﻣـ
اﻟـﯾ: اﻟQP*ـ
، ﺗﻘـ
ﺧﺎﻟ اﻟﻌ، دار اﻟ7ﺎﺋ، دﻣ
، ﺳرﺎ. .(اﺑــ: ﻓﺣــن، ﺑﻫــﺎن اﻟــﯾ: إﺑــاt )د.تVاﻟــ+ﯾUﺎج اﻟــiﻫV ﻓــﻲ ﻣﻌ ﻓــﺔ أ`3ــﺎن اﻟــiﻫ.، د. ، دار
اﻟ@5
اﻟﻌﻠ1ﺔ، ﺑ*وت
، ﻟU0ﺎن. ) اﻷدﻧﻪ وV، أﺣ1ـ ﺑـ: ﷴ1417
/ه1997
.(
- bUﻘـﺎت اﻟﻔـ ،Vv، ﺗﻘ*ـ: ﺳـﻠ1ﺎن ﺑـ: ﺻـﺎﻟﺢ اﻟQـ
1، ﻣ'57ﺔ اﻟﻌﻠم واﻟ'، اﻟ1ﯾ0ﺔ اﻟ10رة
، اﻟﻌدWﺔ . أﻋــا) *ب، ﺳــﻌ1407
/ه1987
.(ﻣــﻊ اﻟﻘﺎﺿــﻲ أﺑــﻲ !ــ ﺑــ اﻟﻌ ــﻲ،
1
،، دار اﻟﻐــب اﻹﺳــﻼﻣﻲ
ﺑ*وت
، ﻟU0ﺎن . ) '3 اﻟ*ﻲ، ﺟﻼل اﻟﯾ: ﻋU اﻟﺣ1: ﺑ: أﺑﻲ1426
.(ه
اﻹﺗﻘﺎن ﻓﻲ ﻋﻠJم اﻟﻘ آن v، ﺗﻘ*: ﻣـ
.اﻟراﺳــــﺎت اﻟﻘآﻧــــﺔ، د. ، ﻣR1ــــﻊ اﻟ1ﻠــــ ﻓﻬــــ ﻟP7ﺎﻋــــﺔ اﻟ1Iــــﻒ اﻟــــe، اﻟ1ﯾ0ــــﺔ اﻟ10ــــر
ة ،
اﻟﻌدWﺔ. ا
ﻟ;ﺎدر واﻟ اﺟﻊ اﺑ: ﺧﻠ@ﺎن ،
) أﺣ1 ﺑ: ﷴ1971
.(وa3ـﺎت اﻷ`3ـﺎن وأﻧUـﺎء أﺑـﺎء اﻟ^ﻣـﺎن ،، ﺗﻘ*ـ: إﺣـﺎن w7ـﺎس
1، دار ﺻﺎدر، ﺑ*وت
، ﻟU0ﺎن. اﺑــ: اﻟﻌ9ــﻲ، أﺑــ 3'ــ
ﷴ ﺑــ: ﻋUــ ﷲ )
1409
/ه1989
.(
l اﻷﺣــﺎم اﻟ;ــﻐ،، ﺗﻘ*ــ: ﺳــﻌ* أﻋــاب
1
.، ﻣ0رات اﻟ10p1ﺔ اﻹﺳﻼﻣﺔ ﻟﻠ59ﺔ واﻟﻌﻠم واﻟnﻘﺎﻓﺔ .ـــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ )
1407
/ه1987(. أﺣـــﺎم اﻟﻘـــ آن:، ﺗﻘ*ـــ
،Vﻋﻠـــﻲ ﷴ اﻟ7Rـــﺎو
3، دار
اﻟ1ﻌﻓﺔ، ﺑ*وت
، ﻟU0ﺎن. .(ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ. )د.تاﻟﻌJاﺻ ﻣ اﻟﻘJاﺻ:W، ﺗﻘ*ـ وﻣﻘﻣـﺔ: ﻣـ
اﻟـﯾ: اﻟQP*ـ
، ﺗﻘـ
ﺧﺎﻟ اﻟﻌ، دار اﻟ7ﺎﺋ، دﻣ
، ﺳرﺎ. ) اﻷدﻧﻪ وV، أﺣ1ـ ﺑـ: ﷴ1417
/ه1997
.(
- bUﻘـﺎت اﻟﻔـ ،Vv، ﺗﻘ*ـ: ﺳـﻠ1ﺎن ﺑـ: ﺻـﺎﻟﺢ اﻟQـ
1، ﻣ'57ﺔ اﻟﻌﻠم واﻟ'، اﻟ1ﯾ0ﺔ اﻟ10رة
، اﻟﻌدWﺔ . ) '3 اﻟ*ﻲ، ﺟﻼل اﻟﯾ: ﻋU اﻟﺣ1: ﺑ: أﺑﻲ1426
.(ه
اﻹﺗﻘﺎن ﻓﻲ ﻋﻠJم اﻟﻘ آن v، ﺗﻘ*: ﻣـ
.اﻟراﺳــــﺎت اﻟﻘآﻧــــﺔ، د. ، ﻣR1ــــﻊ اﻟ1ﻠــــ ﻓﻬــــ ﻟP7ﺎﻋــــﺔ اﻟ1Iــــﻒ اﻟــــe، اﻟ1ﯾ0ــــﺔ اﻟ10ــــر
ة ،
اﻟﻌدWﺔ. ) .ــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــــ1396
ه/
1976
.(م
- bUﻘــﺎت اﻟﻔــ ،، ﺗﻘ*ــ: ﻋﻠــﻲ ﷴ ﻋ1ــ
1
،
ﻣ'57ﺔ وt7ﺔ، اﻟﻘﺎﻫةI، ﻣ. ﻣ'57ﺔ وt7ﺔ، اﻟﻘﺎﻫةI، ﻣ. 64 اﻟvرﻗﺎﻧﻲ، ﷴ ﻋU اﻟﻌpـ )د.ت. .(ﻣﺎﻫﻞ اﻟﻌ ﻓﺎن ﻓﻲ ﻋﻠJم اﻟﻘـ آن ،
3، دار إﺣـﺎء اﻟ5ـاث اﻟﻌ9ـﻲ ،
ﺑ*وت، ﻟU0ﺎن. ،اﻟﻘUﻲ أﺑ ﻋU ﷲ ﷴ ﺑ: أﺣ1 )د.ت. .(
اﻟIﺎﻣﻊ ﻷﺣﺎم اﻟﻘ آن
، دار إﺣﺎء اﻟ5اث اﻟﻌ9ﻲ، ﺑ*ـوت ،
ﻟU0ﺎن . ،اﻟﻘ1ــﺎﻲ
) اﻟ9ــﻊ ﷴ ﻣ0Iــﻒ2009
.(
ﻣ;ــﺎدر اﻟ4ﻔــ
اﻟﻔﻘﻬــﻲ ﻋــ+ اﺑــ اﻟﻌ ــﻲ ﻓــﻲ .4ﺎ!ــﻪ أﺣــﺎم
،اﻟﻘ آن
1، دار
اﻟﻔﻔﺎء، اﺑﻠ
، ﻟU0ﺎن. اﻟ10ﻲ،
) tﻣIPﻔﻰ إﺑا1411
/ه1991
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ﻩ أﺣـﺎم اﻟﻘـ آن
1، دار اﻟR*ﻞ-
دار ﻋ1ﺎر، ﺑ*وت-
.ﻋ1ﺎن ) ﺟﻌﻔــ، ﻋUــ اﻟﻐﻔــر1428
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اﻟﻘﺎﻫةI، ﻣ. ) ﻋﺎﻟ، ﻋUـ رب اﻟ0Uـﻲ2005
.(اﻟ4ﻔـ
اﻟﻔﻘﻬـﻲ اﻟ,ـ+ﯾO: ﻗMـﺎLﺎ أﺻـJﻟ3ﺔ وﻓﻘﻬ3ـﺔ ،
1
، ﻣ0ـرات
ﺟﺎﻣﻌﺔ ﻋU اﻟ1ﺎﻟ اﻟﻌV، ﺗPان
، اﻟ1ﻐب. ) :w7ﺎس، ﻓrﻞ ﺣ2010
.(إﺗﻘﺎن اﻟ? ﻫﺎن ﻓﻲ ﻋﻠJم اﻟﻘ آن ،
2
.، دار اﻟ0ﻔﺎﺋ، اﻷردن ) اﻟﻣﺟﻠد33
(
اﻟﻌدد اﻷول )ﯾوﻧﯾو2020
( 65 ﻣن ﻣﻌﺎﻟم اﻟﻣﻧﮭﺞ ﻓﻲ ﺗﻔﺳﯾر "أﺣﻛﺎم اﻟﻘرآن" ﻟﻠﻘﺎﺿﻲ اﺑن اﻟﻌرﺑﻲ Some Methodical Aspects of Tafsīr "Ahkam Al Quran"
by Judge Abu Bakr Muhammad bin Al-Arabi
(D.543 H.) Hazem Zakaria Mohieddin Keywords: Ahkam Al Quran, Ibn Al Arabi, Tafsir, methodology. Abstract This study presents and analyses some methodical aspects of Tafsīr
"Ahkam Al Quran by judge Ibn Al Arabi Maliki al-Andalusi (543 H),
and his scientific formation as well as the historical events of his era
that he interacted with in a brilliant way through his interpretation. In
addition, this research studies some methodological aspects as follows:
enhancing his knowledge of criticism by studying preceding
Interpretive heritage, how he deals with language, how he deals with
the sources of interpretation based on maxims, Prophetic Hadiths, and
Jewish narrations, how much he depends on rational exegesis, and the
rules of weighting in interpretation, his way of treating his opponents,
and his attitude towards historical events. Descriptive method was
utilized to achieve the goals of this study. The findings of the study
reveals that Ibn Al Arabi relies on the analytical method in his exegesis,
assimilating respectably and critically the heritage of the previous
interpreters, as well as Ibn Al Arabi relies on methods of tradition and
opinion interpretations. Also, he depends on the methodologies of
tradition and opinion in his interpretation, and he emphasizes on textual
criticism especially when dealing with weak, forged, and Jewish
narrations. Moreover, he has a tendency to his doctrine on levels
doctrine and jurisprudence. Finally, his interpretation of Quran is
connected to Muslims issues in his era. Thus this feature augmented the
status of this exegesis and increased its impact on its historical context Keywords: Ahkam Al Quran, Ibn Al Arabi, Tafsir, methodology. ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ ﻣﺟﻠﺔ اﻟﺟﺎﻣﻌﺔ اﻷﺳﻣرﯾﺔ
: اﻟﻌﻠوم اﻟﺷرﻋﯾﺔ واﻹﻧﺳﺎﻧﯾﺔ 66
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https://openalex.org/W2162294485
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https://jbiomedsci.biomedcentral.com/counter/pdf/10.1186/s12929-014-0096-9
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Higher glucose level can enhance the H. pylori adhesion and virulence related with type IV secretion system in AGS cells
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Journal of biomedical science
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Abstract Background: Hyperglycemia increases the risk of gastric cancer in H. pylori-infected patients. High glucose could
increase endothelial permeability and cancer-associated signaling. These suggest high glucose may affect H. pylori
or its infected status. We used two strains to investigate whether H. pylori growth, viability, adhesion and CagA-phosphorylation level in
the infected-AGS cells were influenced by glucose concentration (100, 150, and 200 mg/dL). Results: The growth curves of both strains in 200 mg/dL of glucose were maintained at the highest optimal
density after 48 h and the best viability of both strains were retained in the same glucose condition at 72 h. Furthermore, adhesion enhancement of H. pylori was significantly higher in 200 mg/dL of glucose as compared to
that in 100 and 150 mg/dL (p < 0.05). CagA protein also increased in higher glucose condition. The cell-associated
CagA and phosphorylated-CagA was significantly increased in 150 and 200 mg/dL of glucose concentrations as
compared to that of 100 mg/dL (p < 0.05), which were found to be dose-dependent. Conclusion: Higher glucose could maintain H. pylori growth and viability after 48 h. H. pylori adhesion and CagA
increased to further facilitate the enhancement of cell-associated CagA and phosphorylated CagA in higher
glucose conditions. Keywords: Glucose, Helicobacter pylori, CagA Keywords: Glucose, Helicobacter pylori, CagA Keywords: Glucose, Helicobacter pylori, CagA may be an important cofactor to influence H. pylori
mediated gastric carcinogenesis [8]. * Correspondence: sheubs@mail.ncku.edu.tw
1Institute of Basic Medical Sciences, College of Medicine, National
Cheng-Kung University, Tainan, Taiwan
2Department of Medicine, College of Medicine, National Cheng-Kung University,
Tainan, Taiwan
Full list of author information is available at the end of the article © 2014 Sheu et al.; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative
Commons Attribution License (http://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain
Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article,
unless otherwise stated. Higher glucose level can enhance the H. pylori
adhesion and virulence related with type IV
secretion system in AGS cells Shew-Meei Sheu1,2, Hsin Cheng2, Cheng-Ye Kao1,4, Yao-Jong Yang3, Jiunn-Jong Wu1,4 and Bor-Shyang Sheu1,2,5* Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Open Access Background Helicobacter pylori infection in the human stomach causes
chronic inflammation, leading to peptic ulcers and gastric
malignancy [1-3]. Other cofactors may be involved in the
H. pylori related gastric carcinogenesis, because not all
H. pylori-infected patients develop gastric cancer. Some
reports have shown that there is a significantly higher
prevalence of H. pylori infection in patients with type 2
diabetes mellitus (DM), who also have a lower eradication
rate [4-6]. In particular, a higher fasting plasma glucose
level in H. pylori-seropositive patients may correlate with
an increased risk of gastric cancer up to a nearly 3.5-4.2
fold increase [7]. These data suggest that hyperglycemia To establish H. pylori colonization and chronic inflam-
mation at the gastric epithelium, adherence can serve as
the first step of infection and then deliver effectors to
induce inflammation [9-11]. The major adhesion, blood
group antigen binding adhesin (BabA), binds to Lewis
b (Leb) and related ABO antigens to initiate bacterial
adhesion and stimulate IL-8 secretion [12-14]. More-
over, cytotoxin-associated gene A antigen (CagA), an
onco-protein, is translocated into gastric epithelial cell
through type IV secretion system of H. pylori [15-18]. The tyrosine in the EPIYA motif of CagA C-terminal
could be phosphorylated [19] and thus can change the
cell morphology, increase cell motility, and promote
cell proliferation [20-23]. * Correspondence: sheubs@mail.ncku.edu.tw
1Institute of Basic Medical Sciences, College of Medicine, National
Cheng-Kung University, Tainan, Taiwan
2Department of Medicine, College of Medicine, National Cheng-Kung University,
Tainan, Taiwan
Full list of author information is available at the end of the article Hyperglycemia leads into an increased risk of gastric
cancer in the H. pylori-infected patients [7]. Moreover,
high glucose can enhance cancer-associated Wnt/β- Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Page 2 of 6 catenin signaling [24]. These results suggest a link between
hyperglycemia, H. pylori and gastric cancer. High glucose
could also increase endothelial permeability and altered
basement membrane composition and structure [25,26],
which may make H. pylori infection occur in a high glucose
condition, such as the patients with hyperglycemia. There-
fore, it is worth investigating whether or not glucose can
influence the expressions of H. pylori virulence to promote
carcinogenesis. This study is original to illustrate that
higher glucose concentrations can promote bacterial
growth of H. pylori isolates, facilitate bacterial adhesion
to gastric epithelial cells, and up-regulate the expression
of CagA protein to facilitate more virulence related to type
IV secretion system. Western blotting for detection H. pylori BabA, CagA and
CagA phosphorylation The bacterial suspension adding to detect adhesion ability
under different glucose concentration was also collected
to determine protein concentration. An equal amount of
bacterial protein (1.5-2 μg) was used to detect the expres-
sion of BabA and CagA by performing western blotting. Moreover, the well of co-cultured H. pylori and AGS
cells incubated for 4 h was washed 3 times to collect
cell lysates for detection of CagA and CagA phosphor-
ylation. Antibodies (Ab) used in western blotting included
the anti-BabA as applied in our previous report [27],
anti-phospho-tyrosine (PY99) (Santa Cruz Biotechnology),
anti-CagA (Santa Cruz Biotechnology) and anti-beta Actin
(Minipore) Abs. Assessment to the H. pylori growth under different
glucose levels Strain J99 and ATCC 43504 were purchased from ATCC
and stored at –70°C in BHI with 30% glycerol until testing
was conducted. H. pylori strains were cultured on CDC
anaerobic blood agar (BBL, Microbiology Systems, Cock-
eysville, MD, USA). When determining growth curve, H. pylori strains were cultured in Brucella broth containing
10% horse serum and different concentration of glucose
(100, 150, 200 mg/dL) at 37°C for 3 days in a microaero-
philic conditions, with shaking at 50-52 rpm. The optical
density (OD) at 600 nm of bacterial growth was evaluated
at 20, 48, and 72 h. Bacterial viability was detected at 48
and 72 h of growth curve and analyzed by serious dilution
to count colony formation unit (CFU) per ml. H. pylori adhesion assay to AGS cells under different
glucose levels In order to calculate the percentage of bacterial adhesion,
lysate of H. pylori adhering to AGS cells and the original
suspension of H. pylori adding to adhesion assays were
seriously diluted respectively and grown on CDC plates to
count bacterial CFU. The adhesion CFU divided by the
original CFU is the adhesion percentage of H. pylori. Co-culture of H. pylori & AGS cells under different
glucose levels The human gastric adenocarcinoma cell line, AGS, was
purchased from Food Industry Research and Development
Institute in Taiwan and was grown in the cell medium,
Ham’s F-12 medium (GIBCO BRL, Grand Island, NY)
containing 10% FCS. The cells were sub-cultured every
second to third day. To conduct the H. pylori adhesion
assays in AGS cells, the AGS cells (5.5 × 105/well) were
seeded to one well of 6-well plates for 22 h and then
replaced the cell medium to cell medium supplemented
with different concentrations (100, 150, 200 mg/dL) of
glucose for 3.5-4 h. After washing with the mixture of
F-12 medium and 1× PBS (1:1) to the AGS cells cultivated
in medium with specific concentrations of glucose, the
serum-free F-12 medium (SFM) with the same glucose
concentration were added again. As well, the both H. pylori strain J99 and 43504 were cultured for 20 hours in
Brucella broth including 10% horse serum under three
glucose concentrations, including 100, 150, 200 mg/dL,
respectively. The bacteria shall be washed twice with the
SFM containing the same glucose contraction before Background adding to cells. After washing, these bacterial suspensions
in the SFM will be then applying to the well that con-
tained AGS cells with the same concentration of glucose
treatment at Multiplicity of infection (MOI) as 30-40. In
each glucose level, there should be co-cultured with
H. pylori and AGS cells for two wells, including the
first one for adhesion assay, the second one for the
detection of CagA phosphorylation. The first well was
washed three times with the SFM 30 min later to detect
bacterial adhesion and the second well was incubated for
4 h to detect CagA phosphorylation. Statistics The statistical analysis was performed by using a paired
t test. The differences were considered to be significant
at p < 0.05. Effect of glucose level on H. pylori growth curve
and viability Strain J99 and 43504, grown in broth containing three
concentrations of glucose (100, 150, 200 mg/dL), were
applied to detect the growth curve during 72 h (Figure 1A
and B). Optical density of strain J99 at 200 mg/dL were
kept on increasing at 72 h, however, OD value was
decreased in 100 and 150 mg/dL of glucose conditions
at the same time (Figure 1A). The significant difference
between 3 growth curves of strain J99 was observed at
48 h (J99-100 vs. J99-150, p < 0.05; J99-100 vs. J99-200, Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Page 3 of 6 Figure 1 H. pylori growth and viability was increased under higher glucose level after 48 hr. (A, B) Strain J99 and 43504 grew in Brucella
broth containing 10% horse serum and different level of glucose (100, 150, 200 mg/dL). The optical density (OD) at 600 nm of bacterial growth was
evaluated during 72 h. (C, D) Colony formation unit (CFU) of strain J99 and 43504 was determined at growth curve of 48 and 72 h. * indicated
p < 0.05 (paired t test). Figure 1 H. pylori growth and viability was increased under higher glucose level after 48 hr. (A, B) Strain J99 and 43504 grew in Brucella
broth containing 10% horse serum and different level of glucose (100, 150, 200 mg/dL). The optical density (OD) at 600 nm of bacterial growth was
evaluated during 72 h. (C, D) Colony formation unit (CFU) of strain J99 and 43504 was determined at growth curve of 48 and 72 h. * indicated
p < 0.05 (paired t test). bacteria (strain J99 on Figure 2A and C; strain 43504 on
Figure 2B and D). p < 0.05; J99-150 vs. J99-200, p > 0.05) and 72 h (J99-100
vs. J99-150, p = 0.05; J99-100 vs. J99-200, p < 0.05; J99-150
vs. J99-200, p < 0.05). Growth of strain 43504 in higher
glucose concentrations (150 and 200 mg/dL) had the
trend of higher optimal density, as compared to low
glucose (100 mg/dL), except 48 h. Besides strain 43504
at 48 h, H. pylori viability was increased by the increasing
glucose concentration (Figure 1C and D). Especially at
72 h, the viability of two strains cultured in 150 and
200 mg/dL were consistently increased as compared to
that in 100 mg/dL (p < 0.05). Effect of glucose level on H. pylori growth curve
and viability Viability showed 3-4 fold
increases in 200 mg/dL as compared to that in 150 mg/dL
(p < 0.05). To check that the effect of glucose on increasing bac-
terial growth and adhesion not due to change osmolality,
we used L-glucose without biological activity to assess
the same experiment. Our data confirmed L-glucose did
not increase OD value at 72 h. Additionally, the adhesion
ability of both strains in either 150 or 200 mg/dL of glu-
cose were similar to that in 100 mg/dL (data not shown). Effect of glucose level on H. pylori type IV secretion
system-related virulence BabA expression of H. pylori, in either strain J99 or 43504,
was similar among three glucose concentrations including
100, 150, and 200 mg/dL. However, for either one isolates,
the expression of CagA can be increased as the bacteria
exposed to glucose concentration which was raised from
100 to 200 mg/dL (Figure 3A). When H. pylori infected
to AGS cells, the cell-associated CagA of strain J99 pre-
sented with a significant stepwise increase by the glucose
treatment in level up to 150 and 200 mg/dL (p < 0.05),
as compared to the glucose treatment as 100 mg/dL
(Figure 3B). Also in Figure 3B, the cell-associated CagA
of strain 43504 had the similar scenario to that of strain
J99. Strain 43504 had a significantly increased trend of
phosphorylated CagA levels ranking in order parallel to
the elevation of glucose levels from 100, 150, and up to
200 mg/dL (p < 0.05, Figure 3B). Higher glucose level treated to H. pylori isolates enhance
the bacterial adhesion Higher glucose level treated to H. pylori isolates enhance
the bacterial adhesion With the treatment of 200 mg/dL of glucose to H. pylori
and AGS cells, the adhesion ability of strain J99 and
43504 was significantly enhanced as compared with that
of 150 and 100 mg/dL of glucose treatment (Figure 2A
and B). In order to test whether cellular factors play
some role in adhesion enhancement, strain J99 and 43504
growth in 100, 150, and 200 mg/dL of glucose adhered
to AGS cells with pretreatment of with contrary con-
centration (200, 150, 100 mg/dL), respectively (shown in
Figure 2C and D). Nevertheless, the adhesion abilities
within each strain were similarly disclosed with an in-
creasing trend based on the glucose level treated to the Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Page 4 of 6 Figure 2 Adhesion ability of H. pylori increased under the treatment of higher glucose concentration. Strain J99 and 43504 growth in
different level of glucose (100, 150, 200 mg/dL) was added to AGS cells with the pretreatment of the same glucose concentration (A, B) or the
pretreatment of contrary concentration (200, 150, 100 mg/dL) (C, D). Relative adhesion ratio indicates that the adhesion of H. pylori in 100 mg/dL
of glucose serve as the reference, and the bacterial adhesion value in 150 and 200 mg/dL of glucose was divided by the value of reference. *indicated a significant difference between the treatment of different glucose concentrations (paired t test, p < 0.05). Figure 2 Adhesion ability of H. pylori increased under the treatment of higher glucose concentration. Strain J99 and 43504 growth in
different level of glucose (100, 150, 200 mg/dL) was added to AGS cells with the pretreatment of the same glucose concentration (A, B) or the
pretreatment of contrary concentration (200, 150, 100 mg/dL) (C, D). Relative adhesion ratio indicates that the adhesion of H. pylori in 100 mg/dL
of glucose serve as the reference, and the bacterial adhesion value in 150 and 200 mg/dL of glucose was divided by the value of reference. *indicated a significant difference between the treatment of different glucose concentrations (paired t test, p < 0.05). Discussion (B) The level of cell-associated CagA and phosphorylated CagA after
H. pylori infecting AGS cells for 4 h. Thee glucose concentrations
were 100, 150 and 200 mg/dL, respectively. *indicated a significant
difference between the treatment of different glucose concentrations
(paired t test, p < 0.05). higher glucose concentrations (Figure 2A and B). We pro-
vide data supporting the possibility that glucose may influ-
ence H. pylori density colonizing on the gastric epithelium. H. pylori colonization could further interact with gastric
epithelium to induce gastric inflammation [32,33]. In dia-
betic patients, H. pylori infection was significantly associated
with chronic gastritis, but not in dyspeptic patients [34]. This study should be considered as being original to
illustrate that bacterial adhesion to gastric epithelial cells
can be enhanced by a higher glucose condition. H. pylori
growth in 100, 150 and 200 mg/dL of glucose is shown
to have an increasing trend after being added to AGS
cells pretreated with contrary concentrations of glucose
(Figure 2C and D). It indicates that bacterial factors
may play a more important role in increasing adhesion. When we analyzed BabA expression of H. pylori growth
in three different glucose conditions, it did not show
significant differences (Figure 3A). However, CagA expres-
sion was elevated as H. pylori growth in the increasing
concentration of glucose (Figure 3A). Cell-associated
CagA of strain J99 and phosphorylated CagA of strain
43504 were significantly increased in higher glucose
conditions of infection (150 and 200 mg/dL) (Figure 3B). Therefore, the enhancement of cell-associated or phos-
phorylated CagA could be due to the elevated adhesion
ability and CagA expression of H. pylori in higher glucose
conditions (Figures 2A, B and 3A). Figure 3 Figure 3 H. pylori CagA and phosphorylated CagA
increased in higher glucose concentration. (A) BabA and CagA
expression of H. pylori grown in three glucose concentrations. (B) The level of cell-associated CagA and phosphorylated CagA after
H. pylori infecting AGS cells for 4 h. Thee glucose concentrations
were 100, 150 and 200 mg/dL, respectively. *indicated a significant
difference between the treatment of different glucose concentrations
(paired t test, p < 0.05). Ishijima et al. [33] demonstrated that BabA-mediated
adherence increases the effectiveness of H. pylori type IV
secretion activity, implying the promoting role of H. pylori
adhesion in type IV secretion activity. Moreover, phosphor-
ylation of CagA is essential for induction of gastrointestinal
neoplasm in transgenic mice [35]. Discussion conditions. These results support the second possible
mechanism. The identification of cofactors involved in H. pylori-
related gastric carcinogenesis is important due to the
fact that not all H. pylori-infected patients developing
gastric cancer. Higher fasting plasma glucose levels in
H. pylori-seropositive patients significantly increased the
risk of gastric cancer, suggesting that hyperglycemia may
contribute to H. pylori-related gastric carcinogenesis [7,8]. The possible mechanisms by which hyperglycemia affects
H. pylori-related gastric carcinogenetic process include:
(1) glucose itself may activate Wnt/β-catenin pathway or
increase reactive oxygen species to induce DNA damage,
which contribute to H. pylori pathogenic effect; (2) hyper-
glycemia influences H. pylori and H. pylori-related infec-
tious status or stimulates its carcinogenic effect. However,
at present, the detailed mechanism is remains unclear. In the present study, we demonstrate that higher glucose
could maintain H. pylori growth and viability after 48 h. H. pylori adhesion and CagA expression was further
increased to facilitate the enhancement of cell-associated
CagA and phosphorylated CagA in higher glucose Reynolds and Pann demonstrated that glucose enhances
H. pylori growth in a defined medium [28]. Albertson
et al. [29] found that the presence of glucose did not show
growth enhancement on H. pylori. This discrepancy may
be due to strain variations and detection methods utilized. In the study of Albertson et al, growth and yield of H. pylori (numbers of CFU per milliliter) was shown to
have no difference by adding 0.2 or 1.0% glucose (200
or 1000 mg/dL) to the defined medium supplemented
with 0.5% BSA. This could be due to the high bacterial
density (107 CFU/ml) at the beginning of inoculation. Glucose was rapidly consumed and could not provide
for further growth because of growth and yield only
increased before 20 h. In our study, we found that higher
glucose concentrations (200 mg/dL) could keep up the
growth curve detected by OD at 600 nm after 48 h of
inoculation (Figure 1A and B). Moreover, the viability
of H. pylori at the same concentration of glucose was
obviously higher than that of 100 or 150 mg/dL at 72 h Page 5 of 6 Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Page 5 of 6 Figure 3 Figure 3 H. pylori CagA and phosphorylated CagA
increased in higher glucose concentration. (A) BabA and CagA
expression of H. pylori grown in three glucose concentrations. Conclusions In summary, we provide in vitro evidence that H. pylori
growth, viability, CagA and phosphorelated CagA after
infecting gastric epithelial cells could be enhanced in
higher glucose condition, supporting that hyperglycemia
could be a cofactor to increase a risk of H. pylori related
gastric carcinogenesis. The evidence would indicate that it
is important to conduct large-scale H. pylori screening and
eradication to control the increased risk of gastric cancer
for DM patients, especially in high H. pylori-infected or
gastric cancer prevalent countries. (Figure 1C and D). This data was supported by Albertson
et al. [29]. They found that viability of H. pylori in the pres-
ence of glucose obviously retains after inoculation of 2 days,
as compared to non-glucose addition. We further provide
the result that glucose can enhance H. pylori viability
with a dose-dependent effect at 72 h (Figure 1C and D). Whether or not an infection rate of H. pylori is higher in
DM patients remains controversial. Some studies report
that the prevalence of H. pylori in DM patients shows no
significant difference as compared to controls [30,31]. In
these articles, only the H. pylori infection rate was studied,
but no more detailed analysis was conducted to trace the
H. pylori density-related histology or virulence severity. Our
study revealed that H. pylori adhesion was enhanced in (Figure 1C and D). This data was supported by Albertson
et al. [29]. They found that viability of H. pylori in the pres-
ence of glucose obviously retains after inoculation of 2 days,
as compared to non-glucose addition. We further provide
the result that glucose can enhance H. pylori viability
with a dose-dependent effect at 72 h (Figure 1C and D). Whether or not an infection rate of H. pylori is higher in
DM patients remains controversial. Some studies report
that the prevalence of H. pylori in DM patients shows no
significant difference as compared to controls [30,31]. In
these articles, only the H. pylori infection rate was studied,
but no more detailed analysis was conducted to trace the
H. pylori density-related histology or virulence severity. Our
study revealed that H. pylori adhesion was enhanced in (Figure 1C and D). This data was supported by Albertson
et al. [29]. They found that viability of H. pylori in the pres-
ence of glucose obviously retains after inoculation of 2 days,
as compared to non-glucose addition. Discussion Due to the elevated
phosphorylated CagA in higher glucose conditions, it
may further contribute to facilitate a more evident gastric
carcinogenesis in the H. pylori-infected DM patients. Figure 3 Figure 3 H. pylori CagA and phosphorylated CagA
increased in higher glucose concentration. (A) BabA and CagA
expression of H. pylori grown in three glucose concentrations. (B) The level of cell-associated CagA and phosphorylated CagA after
H. pylori infecting AGS cells for 4 h. Thee glucose concentrations
were 100, 150 and 200 mg/dL, respectively. *indicated a significant
difference between the treatment of different glucose concentrations
(paired t test, p < 0.05). Figure 3 Figure 3 H. pylori CagA and phosphorylated CagA expression of H. pylori grown in three glucose concentrations. (B) The level of cell-associated CagA and phosphorylated CagA after
H. pylori infecting AGS cells for 4 h. Thee glucose concentrations
were 100, 150 and 200 mg/dL, respectively. *indicated a significant
difference between the treatment of different glucose concentrations
(paired t test, p < 0.05). Conclusions We further provide
the result that glucose can enhance H. pylori viability
with a dose-dependent effect at 72 h (Figure 1C and D). Whether or not an infection rate of H. pylori is higher in
DM patients remains controversial. Some studies report
that the prevalence of H. pylori in DM patients shows no
significant difference as compared to controls [30,31]. In
these articles, only the H. pylori infection rate was studied,
but no more detailed analysis was conducted to trace the
H. pylori density-related histology or virulence severity. Our
study revealed that H. pylori adhesion was enhanced in Competing interests
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Tanaka K, Kato I, Shirota T, Iida M: Impact of fasting plasma glucose levels
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29. Albertson N, Wenngren I, Sjostrom JE: Growth and survival of Helicobacter
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Shimosegawa T: Incidence of reflux esophagitis and H. pylori infection in
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Sasakawa C, Koyasu S: Role of Peyer’s patches in the induction of Helicobacter
pylori-induced gastritis. Proc Natl Acad Sci U S A 2007, 104:8971–8976. 11. Maeda S, Mentis AF: Pathogenesis of Helicobacter pylori infection. Helicobacter 2007, 12(Suppl 1):10–14. Helicobacter 2007, 12(Suppl 1):10–14. 12. Ilver D, Arnqvist A, Ogren J, Frick IM, Kersulyte D, Incecik ET, Berg DE, Covacci A,
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Larsson T, Teneberg S, Karlsson KA, Altraja S, Wadström T, Kersulyte D, Berg
DE, Dubois A, Petersson C, Magnusson KE, Norberg T, Lindh F, Lundskog BB,
Arnqvist A, Hammarström L, Borén T: Helicobacter pylori SabA adhesin in
persistent infection and chronic inflammation. Science 2002, 297:573–578. 34. Received: 8 August 2014 Accepted: 29 September 2014 Received: 8 August 2014 Accepted: 29 September 2014 21. Higashi H, Nakaya A, Tsutsumi R, Yokoyama K, Fujii Y, Ishikawa S, Higuchi M,
Takahashi A, Kurashima Y, Teishikata Y, Tanaka S, Azuma T, Hatakeyama M:
Helicobacter pylori CagA induces Ras-independent morphogenetic
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279:17205–17216. Authors’ contributions
d
d h SMS conducted the experiment and prepared the draft. SBS developed the
study concept and refined the draft. CH, KCY, YYJ and WJJ assisted with the
gathering of data. All authors have read and approved the final manuscript. Page 6 of 6 Sheu et al. Journal of Biomedical Science 2014, 21:96
http://www.jbiomedsci.com/content/21/1/96 Acknowledgement
h
d protein in gastric epithelial cells by a type IV secretion apparatus. Cell Microbiol 2000, 2:155–164. g
This study was supported by grants 101-2314-B- 006-016-MY3 from the
National Scientific Council, and DOH102-TD-C-111-003 from Department of
Health, Taiwan. 17. Odenbreit S, Püls J, Sedlmaier B, Gerland E, Fischer W, Haas R: Translocation
of Helicobacter pylori CagA into gastric epithelial cells by type IV
secretion. Science 2000, 287:1497–1500. Author details
1 18. Stein M, Rappuoli R, Covacci A: Tyrosine phosphorylation of the
Helicobacter pylori CagA antigen after cag-driven host cell translocation. Proc Natl Acad Sci U S A 2000, 97:1263–1268. 1Institute of Basic Medical Sciences, College of Medicine, National
Cheng-Kung University, Tainan, Taiwan. 2Department of Medicine, College of
Medicine, National Cheng-Kung University, Tainan, Taiwan. 3Department of
Pediatrics, College of Medicine, National Cheng-Kung University, Tainan, Taiwan. 4Department of Medical Laboratory Science and Biotechnology, College of
Medicine, National Cheng-Kung University, Tainan, Taiwan. 5Department of
Internal Medicine, National Cheng Kung University Hospital, College of
Medicine, National Cheng Kung University, #138 Sheng Li Road, Tainan, Taiwan. Proc Natl Acad Sci U S A 2000, 97:1263–1268. 19. Higashi H, Tsutsumi R, Fujita A, Yamazaki S, Asaka M, Azuma T, Hatakeyama M:
Biological activity of the Helicobacter pylori virulence factor CagA is
determined by variation in the tyrosine phosphorylation sites. Proc Natl
Acad Sci U S A 2002, 99:14428–14433. 20. Churin Y, Al-Ghoul L, Kepp O, Meyer TF, Birchmeier W, Naumann M:
Helicobacter pylori CagA protein targets the c-Met receptor and
enhances the motogenic response. J Cell Biol 2003, 161:249–255. References Marrollo M, Latella G, Melideo D, Storelli E, Iannarelli R, Stornelli P, Valenti M,
Caprilli R: Increased prevalence of Helicobacter pylori in patients with
diabetes mellitus. Dig Liver Dis 2001, 33:21–29. 35. Ohnishi N, Yuasa H, Tanaka S, Sawa H, Miura M, Matsui A, Higashi H,
Musashi M, Iwabuchi K, Suzuki M, Yamada G, Azuma T, Hatakeyama M:
Transgenic expression of Helicobacter pylori CagA induces
gastrointestinal and hematopoietic neoplasms in mouse. Proc Natl Acad
Sci U S A 2008, 105:1003–1008. 14. Rad R, Gerhard M, Lang R, Schöniger M, Rösch T, Schepp W, Becker I,
Wagner H, Prinz C: The Helicobacter pylori blood group antigen-binding
adhesin facilitates bacterial colonization and augments a nonspecific
immune response. J Immunol 2002, 168:3033–3041. 15. Asahi M, Azuma T, Ito S, Ito Y, Suto H, Nagai Y, Tsubokawa M, Tohyama Y,
Maeda S, Omata M, Suzuki T, Sasakawa C: Helicobacter pylori CagA protein
can be tyrosine phosphorylated in gastric epithelial cells. J Exp Med 2000,
191:593–602. doi:10.1186/s12929-014-0096-9
Cite this article as: Sheu et al.: Higher glucose level can enhance the
H. pylori adhesion and virulence related with type IV secretion
system in AGS cells. Journal of Biomedical Science 2014 21:96. 16. Backert S, Ziska E, Brinkmann V, Zimny-Arndt U, Fauconnier A, Jungblut PR,
Naumann M, Meyer TF: Translocation of the Helicobacter pylori CagA
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Oor die metodiek van ’n holistiese geskiedenis van Oud-Israel
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Oor die metodiek van *n
holistiese geskiedenis van Oud-Israel E H SchefQpr
Universiteit van Suid-Afrika Abstract
On the methodology of a holistic history of ancient
Israel
In this article certain issues relating to the concept
‘holistic historiography’ are clarified. Thereafter follows
a reflection on methodology that would be appropriate
for holistic historiography, involving the critical use of
biblical and extra-biblical sources, Syro-Palestinian
archaeology, historical geography, sociology, psychology
and secondary literature. Abstract
On the methodology of a holistic history of ancient
Israel
In this article certain issues relating to the concept
‘holistic historiography’ are clarified. Thereafter follows
a reflection on methodology that would be appropriate
for holistic historiography, involving the critical use of
biblical and extra-biblical sources, Syro-Palestinian
archaeology, historical geography, sociology, psychology
and secondary literature. 1. INLEIDING In ’n vorige bydrae (kyk Scheffler 1988a:665-683) het ek betoog dat indien historio-
grafie reg wil laat geskied aan die voile spektrum van menslike lewe, dit komprehen-
sief of omvattend moet wees. Dit geld ook veral wat die historiografie van Israel in
die Ou-Testamentiese tydvak betref, aangesien laasgenoemde in die verlede hoof-
saaklik op politieke aspekte gekonsentreer het. Hierdie aspekte het hoofsaaklik
betrekking op gebeure aan die koninklike hof, die lewens van die konings of hoog-
geplaastes en die berig van militêre veldslae.i Kulturele en godsdienshistoriese stu
dies is wel apart onderneem, maar ’n komprehensiewe geskiedskrywing beoog egter
om gesamentlik en geintegreerd ’n geskiedenis aan te bied waarin politieke, sosio-
kulturele, godsdienstig-ideologiese en literêre (kommunikatiewe) dimensies van die
werklikheid oor alle vlakke van die samelewing heen in hulle onderlinge samehang
ondersoek word. Alvorens ek nou (soos voorheen voorsien, vgl Scheffler 1988a:682)
’n gepaste metodiek vir so ’n geskiedskrywing gaan ondersoek (waarin die gebruik 908 HTS 49/4 (1993) E S c h ^ van primêre en sekondêre literatuur, argeologie, geografie, sosiologie en psigologie
aan die bod sal kom) verdien verskeie sake rakende die begrip ‘holistiese historio-
grafie’ eers ons aandag van primêre en sekondêre literatuur, argeologie, geografie, sosiologie en psigologie
aan die bod sal kom) verdien verskeie sake rakende die begrip ‘holistiese historio-
grafie’ eers ons aandag 2. CX)R DIE BEGRIP‘HOUSnESE HISTORIOGRAFIE’ Omdat geskiedenis egter per slot van sake die totale werklikheid raak, ook as
daar gefokus word op ’n voorafgedefinieerde deel(tjie) van die geskiedenis van die
totale werklikheid (soos bv die geskiedenis van Israel), het die holistiese perspektief
juis implikasies vir geskiedskrywing. Dit sou byvoorbeeld beteken dat verskeie
dimensies van Israel se geskiedenis nie slegs in isolasie ondersoek word nie, maar
ook op mekaar betrek sal word. Dit sou verder beteken dat die ondersoek na die
politieke dimensie juis nie volledig sou wees indien dit nie bevra word in terme van
die sosio-kulturele, godsdienstig-ideologiese en literêre (kommunikatiewe) dimen
sies nie. Daar moet toegegee word dat die ‘betrekking’ van die dimensies op
mekaar ’n interpretatiewe stap deur die historikus behels. Nogtans is dit nood-
saaklik omdat belangrike insigte in die geskiedenis as geheel (wat juis ter wille van
kenbaarheid in verskeie dimensies onderverdeel is) andersins verlore sou gaan. )
g
Daar word toegegee dat die vier dimensies wat vir Oud-Israel se geskiedenis
onderskei is, nie absoluut is nie. Bloot die term ‘samelewingsgeskiedenis’ (vgl
Thompson 1970:423-430; Deist 1987:20-31; Heyns 1986) sou ook ’n holistiese bena-
dering kon impliseer. Aan die ander kant is die term ‘samelewingsgeskiedenis’ ook
vir misverstand vatbaar aangesien dit enersyds ’n benadering kan impliseer waarin
politieke aangeleenthede steeds die fokus het, of andersyds juis met die oog op
gewone mense wat dan die samelewing sou uitmaak, onderbeklemtoon word. Laas-
genoemde gevaar dreig vir my juis wanneer (in reaksie teen eensydige politieke ge
skiedenis) die stelling gemaak word dat geskiedenis nie politieke geskiedenis behels
nie maar geskiedenis Van mense’ is.^ ’n Holistiese benadering tot die geskiedenis
sou egter sodanige swaai van die pendulum wou ondervang. Deurdat geskiedenis
nou baie breër gesien word, impliseer glad nie dat die politieke dimensie onderspeel
moet word nie - inteendeel, die ingrypende en in baie opsigte selfs bepalende in-
vloed van politieke aangeleenthede opsigself, én op die lewe van die alledaagse
mens word steeds erken. Daarom sou dit sin maak om enige aanbieding van ’n
holistiese geskiedenis steeds met die politieke dimensie (as die breedste moontlike
konteks) te laat begin. Dit is ’n vraag oor hoe die interaksie tussen geheel en dele in ’n holistiese
geskiedskrywing hanteer moet word. Moet politiek, kultuur, ideologie en literatuur
alles tegelyk aangebied word of eers afsonderlik? 2. CX)R DIE BEGRIP‘HOUSnESE HISTORIOGRAFIE’ Met ‘komprehensiewe’ en ‘holistiese’ geskiedskrywing word dieselfde saak bedoel. Ek reken egter dat dit tans meer van pas sou wees om te praat van holistiese
geskiedskrywing en wel om verskeie redes. Eerstens word die term ‘holisties’ meer en meer in die geesteswetenskappe
gebruik wanneer daar uitdrukking gegee wil word aan interdissiplinêre samewerldng
(vgl Van Aarde 1988:49-64). Holistiese geskiedskrywing maak vandag toenemend
van ander dissiplines (as sogenaamde hulpwetenskappe) in die volvoering van sy
taak gebruik. Die besef van die sosiologiese, antropwlogiese en psigologiese dimen-
sies van geskiedenis beinvloed geskiedskrywing so wesenlik dat die kunsmatige
grense tussen die vakwetenskappe eintlik vervaag. Tweedens is die term ook van pas as daar gepoog word om ’n sintetiese perspek-
tief op ’n bepaalde vakgebied te verkry. Die behoefte aan sodanige perspektief ont-
wikkel juis wanweë toenemende spesialisasie in ’n vakgebied wat veroorsaak dat ’n
geheelbeeld op die gebied (of selfs spesifieke onderwerp) verlore gaan. Die skrywe
van die geskiedenis van Israel vanuit ’n uitsluitlik politieke perspektief hou dan ook
in ’n bepaalde sin ’n eensydige beeld van Israel as geheel voor. Derdens is daar aspekte van die filosofie van holisme soos oorspronklik deur
Smuts ([1926] 1987) ontwikkel, wat myns insiens uiters relevant is vir die skryf van
holistiese geskiedenis. Holisme behels naamlik dat die geheel van die dele afhank-
lik is en dat die dele opsigself ook eers hulle sin vind in die geheel. Dit is die ‘philo
sophical view that nature combines units into organic wholes and that these units,
although each functioning by its own laws, are functionally subordinate to the whole’
(Deist 1990:116). Of soos Smuts dit self saamvat ([1926] 1987:317): Holism has been presented...as the ultimate synthetic, ordering, orga
nising, regulative activity in the universe which accounts for all the
structural groupings and syntheses in it, from the atom and the phy
sico-chemical structures, through the cell and organisms, through
Mind in animals, to Personality in man. The ail-pervading and ever-
increasing character of synthetic unity or wholeness in these structures
leads to the concept of Holism as the fundamental activity underlying
and co-ordinating all others, and to the view of the universe as a
Holistic Universe. ISSN 0259 9422 = 909 HoKtiicsc gcsticdcms Smuts het sy besinning uiteraard nie binne die konteks van geskiedsfilosofie gedoen
nie. 2. CX)R DIE BEGRIP‘HOUSnESE HISTORIOGRAFIE’ ’n Betoog waarin die vier dimen
sies van die begin af geintegreerd aangebied word, sou sekerlik die ideaal wees en
teoreties ook sekerlik die beste reg laat geskied aan wat met die term holisties ver-
staan word."* Vanweë die beperktheid van die mens se rede en die behoefte aan
analise, is sodanige aanbieding egter nie altyd prakties, en dus wenslik nie, veral as
die geskiedenis kompleks raak vanwee onder andere die spekulatiewe aard daarvan 910 HTS 49/4 (1993) E Scheffler E Scheffler as gevolg van die feit dat daar met die verre verlede gehandel word. Die aangewese
weg om te volg sou dus wees om die dimensies eers afsonderlik te behandel, waama
aan die einde van die afsonderlike behandelings en ook almal saam aan die einde,
die dimensies op mekaar betrek sal word ten einde ’n insig te verkry in hulle onder-
linge wisselwerking. In die aanbieding van die afsonderlike dimensies sal die histo-
rikus egter juis nie sy oe sluit vir die ander dimensies nie en, soos wat sy aanbieding
dit vir hom toelaat, die wedersydse invloed van die dimensies op mekaar vermeld. Slegs op hierdie wyse kan hy reg laat geskied aan die diversiteit binne die geskie-
denis sowel as die uiters komplekse aard daarvan. As voorbeeld van die wisselwerking tussen verskeie faktore wat deur holistiese
geskiedskrywing onderskei word, kan ons verwys na Salomo se koningskap^. Dat hy
as koning (politieke dimensie) verantwoordelik was vir groot bouwerke (kulturele
dimensie) is ’n bekende gegewe (vgl o a Miller 1986:204-213). Dat hy daarvoor
uitermate hoe belastings gehef het en van dwangarbeid gebruik moes maak, impli-
seer ’n bepaalde wisselwerking tussen die politieke dimensie (gebruik van mag) en
sosio-kulturele dimensie (ekonomiese en fisiese uitbuiting van die gewone burger
ter wille van kulturele ontwikkeling). Die saak word nog meer insiggewend indien
die godsdienstig-ideologiese dimensie ook hierby betrek word. Wat sou Salomo se
ideologiese beweegredes vir sy optrede gewees het? Ons weet dat die tempel in
Jerusalem (‘vir die Naam van die Here’ - vgl 1 Kon 5:5) een van sy belangrikste
bouwerke was. Sou Salomo gereken het dat die opbou van die land deur groot bou
werke ook tot eer van God gedien het, omdat Israel immers God se land was? Was
hierdie godsdienstig-ideologiese beskouing van Salomo so sterk dat hy sy optrede
teenoor Jan Alleman in die lig hiervan kon regverdig? 2. CX)R DIE BEGRIP‘HOUSnESE HISTORIOGRAFIE’ Of wou Salomo ten diepste -
soos dit maar so dikwels die geval is met heersers van destyds sowel as vandag -
homself maar net verewig deur bouwerke, en het hy die tempelgodsdiens gebruik
om dit te regverdig? Het hy dus die godsdiens voor sy eie karretjie ingespan soos dit
gewoonlik voor oorloë gebeur? Die wisselwerking van die godsdienstig-ideologiese dimensie met die politieke
en sosiale kan egter ook van onder gedoen word. Hoe het Jan Alleman Salomo se
optrede beleef en religieus verwerk? Is God nie beskou as aan die kant van die
arme, eenvoudige en geringe nie? Het die koningsvyandige tradisie in Israel (wat
sou beweer dat God alleen Israel behoort te regeer) nie juis ontwikkel as gevolg van
Salomo se optrede nie? Dit is goed moontlik dat die godsdienstige perspektief van
die gewone onderdaan (as kritiek op die koningskap van Salomo) juis beslag gevind
het in Deuteronomium 17:14-20 (vgl met 1 Kon 3-11) waarin oor die beperkings wat
ten opsigte van koningskap behoort te geld, gehandel word. . ISSN 0259 9422 = HTS 49/4 (1993) 911 Hoiisticsc geskicdcnis Vierdens behels holistiese geskiedenis dat by die bestudering van ’n sekere
periode in die geskiedenis van ’n bepaalde land of volk die totale (strukturele
geskiedenis of geskiedenis van ‘langer duur’) geskiedenis van daardie land of volk
juis insigte kan verskaf wat, indien dit in ag geneem sou word, dit nie alleen lig op ’n
bepaalde periode kan werp nie maar juis kan help om teoretiese oplossings aan te
bied vir die moeilikste historiese probleme van ’n bepaalde periode. So byvoor-
beeld benader Coote & Whitelam (1987), op voetspoor van Braudel (1972) se
beginsel van la longue durée, die moeilike probleem van Israel se ontstaan: The emergence of Israel, datable to about 1250-920 BCE, is, to use
concepts popularized by Braudel, a surface event understandable only
in terms of the wider, slower movement of much longer duration,
what Braudel styles la longue durée. Human beings in history are con
strained by climate, topography, vegetation, animal population, agri
cultural potentialities, and the like. Surface events, primarily those
events which are most often the focal point of traditional political his
tories, are played out around more permanent elements such as urban
sites, trade routes, harbours, and climate. 2. CX)R DIE BEGRIP‘HOUSnESE HISTORIOGRAFIE’ The realizations of the
various potentialities of Palestine have been governed throughout its
agrarian history by the presence (or more rarely absence) of outside
powers and the complex interaction of external world events. (Coote & Whitelam 1987:23) (Coote & Whitelam 1987:23) Die land Palestina het met ander woorde ’n bepaalde ritme (vgl Alt [1944] 1969:1-
19; Weippert 1988:XV) wat oor ’n baie lang tydperk onderskei kan word. Voordat
hulle enigsins aandag aan Israel se ontstaan self gee, ondersoek Coote & Whitelam
(1987:27-116) eers die vestigingspatrone, streekshandel, geografie en sosiale ver-
houdings in Palestina vanaf die Vroeë Bronstydperk (3150 v C) tot vandag. Die ver-
onderstelling is dat insig in hierdie ‘long duration’ aan die historikus die raamwerk
verskaf om te kan onderskei wat in ’n bepaalde periode moontlik was (vgl ook
Coote 1990). Die hierbo genoemde voorbeelde van Salomo se koningskap, sowel as die histo
riese probleem van Israel se ontstaan in die lig van die totale geskiedenis van Pales
tina, toon myns insiens duidelik aan dat holistiese geskiedenis - as gevolg van die
vrae wat dit aan die geskiedenis vra, nooit as afgehandel beskou kan word nie. Dui-
sende permutasies van moontlike vrae deur duisende moontlike historic! met uit-
eenlopende moontlikhede van antwoorde op die gestelde vrae, is moontlik. In elk
geval is die ‘afgehandeldheid’ van sogenaamde ‘feite’ of “barre gegewens’, in die lig
van die voortgang en sukses van argeologiese opgrawings in Palestina (vgl Thomas
1%7; Dever 1990; Kenyon 1988; Mazar 1990; Weippert 1988; Ben-Tor 1992) ook ’n 912 HTS 49/4 (1993) EScheffler mite. Soos wat ons hieronder sal betoog, werp die gebruik van ander sosiale weten-
skappe ook aansienlike lig op die historiografie as ’n interpretatiewe wetenskap. mite. Soos wat ons hieronder sal betoog, werp die gebruik van ander sosiale weten-
skappe ook aansienlike lig op die historiografie as ’n interpretatiewe wetenskap. In wat volg word daar besin oor hoe daar te werk gegaan kan word in die holis-
tiese bestudering van Israel se geskiedenis. Aangesien die historikus nie as tabula
rasa sy taak aanpak nie en alreeds ’n bepaalde voorkennis het ten opsigte van die
meeste sake wat hieronder aangeroer word, behels wat volg, nie ’n uiteensetting van
stappe wat die navorser chronologies móét volg nie. Juis omdat inligting uit verskil-
lende ‘bronne’ onderling op mekaar betrek word, is dit nodig dat ter eniger tyd aan
enige bron of sosiaal-wetenskaplike insig aandag gegee kan word. Die volgorde van
aanbieding verraai egter wel ’n relatiewe prioriteit van die hulpmiddele wat tot die
historikus se beskikking is, soos wat dit by elke onderafdeling ook sal blyk. 3.1 Die Bybelse geskrifte Die Bybel (die Protestantse en Joodse historikus moet die apokriewe boeke hierby
insluit) bly myns insiens steeds die belangrikste bron van inligting vir die geskied-
skrywing van Oud-Israel, aangesien dit self van die oudste geskiedskrywing van
Israel bevat (Noth 1960:42-44; Herrmann 1980:54-59; Donner 1984:22-27; Miller &
Hayes 1986:58-79; Deist 1987:5-17). Uiteraard kom hierdie uitgangspunt vandag
toenemend onder die loep, veral in die lig van die moontlikheid wat al hoe meer
geopper word om ’n geskiedenis van Israel te skiyf sonder gebruikmaking van die
Bybel (vgl Miller 1991:93-102). Dat die Bybel geen geskiedenisboek is nie, is ’n stel-
ling wat holruggery is - veral as in terme van politieke geskiedenis geredeneer word. Holistiese geskiedskrywing bring egter juis meer dimensies in spel: die feit dat die
Bybel juis literatuur is wat godsdienstig-ideologiese opvattings weerspieël, is vandag
nie meer ’n struikelblok vir geskiedskrywing nie, maar juis ’n uitdrukking daarvan. Ten opsigte van die politieke en sosio-kulturele dimensies geld die beperktheid van
en ’n kritiese benadering jeens die Bybel egter steeds. Die Deuteronomistiese geskiedswerk dek die geskiedenis vanaf die intog tot en
met die Babiloniese Ballingskap* terwyl die Kronis in sy eerste nege hoofstukke (1
Kron 1-9) deur middel van geslagsregisters ’n voëlvlugoorsig oor die geskiedenis
vanaf die patriarge tot ná die Ballingskap gee, waama hy dan vollediger berig oor
die Verenigde Koninkryk, die Noordryk en die Suidryk tot teen die einde van die
Ballingskap (1 Kron 1 0 - 2 Kron 36). Esra-Nehemia berig dim uitvoerig oor sekere
sake in die Persiese tydvak (vir ongeveer 200 jaar het ons egter geen bron nie) ter
wyl die Makkabeerboeke weer berig oor die Hellenistiese tydvak. Die ander Bybel- BSN (E » 9«22 - HT5 «>/¥ (1993) 913 Hofisticflc se boeke (Pentateug, profete, poëtiese literatuur, wysheidsboeke) behoort opsigself
nie tot die genre van geskiedskrywing nie. As produkte van die geskiedenis kom
hulle egter nie slegs tereg by die literêre aspek van die geskiedenis nie, maar hulle
bevat ook belangrike historiese inligting wat op ’n kritiese wyse deur die historikus
verdiskonteer kan word. By die gebruik van die Bybel vir ’n hedendaagse holistiese konstruksie van die
geskiedenis van Israel moet ’n paar prominente sake egter in gedagte gehou word. Eerstens bevat die Bybel die oudste berigte oor Oud-Israel. Dit tel in die Bybel-
se geskiedskrywers se guns dat hulle hulle in ’n situasie bevind het wat chronologies
baie nader was aan die gebeure waaroor hulle berig. 3.1 Die Bybelse geskrifte Hierdie diskrepansies vereis uit die aard van die saak
’n siftende, kritiese benadering by die geskiedskrywer wat nie die oneerlike weg van
blote harmoniëring van die gegewens wil volg nie. Vierdem besit die uiteenlopende geskrifte wat in die Bybel voorkom, ook ver-
skillende grade van betroubaarheid. Die datering van Bybelse materiaal is geen
seker saak nie en veral wat die pre-monargale periode (waaroor ons feitlik geen lite-
ratuur het nie en ouer tradisies moet probeer onderskei wat moontlik in latere teks-
te opgeneem is) betref, beweeg ons op losse grond. Daarbenewens is materiaal wat
wel onderskei kan word, ook histories onbetroubaarder as materiaal wat dateer uit
’n tyd toe geskiedskrywing reeds minstens ’n aanvang geneem het. Die Pentateug se
berig oor die eksodus kan nie summier sonder meer as histories betroubaar aanvaar
word, bloot omdat daaroor berig is nie. Die berig stam naamlik uit ’n latere tydvak
en verskaf in velerlei opsigte meer inligting oor die tyd wanneer berig word ( m a w
die tyd toe die verhaal ontstaan het) as oor die tyd waaroor berig word. Die Bybelse
materiaal weerspieël dus minstens die periode waarin dit ontstaan het (of redaksio-
neel verwerk is) en is daarom vir ons ’n spieël op die geskiedenis van Oud-Israel. Ten einde die Bybel as bron vir geskiedskrywing te kan gebruik, moet die teks
dus krities ondersoek word. Die historikus is in die eerste plek eksegeet en sal alle
inligting wat eksegete in kommentare geboekstaaf het, krities nagaan en met die
cog op ’n ruimer insig in die geskiedenis verdiskonteer. Die histories-kritiese
metode is hier van groot hulp. Deur middel van literêre kritiek word die bronne wat
aan ’n teks ten grondslag lê, onderskei en gesitueer binne die tydvak waaruit dit
kom. Indien twee verskillende tekste oor dieselfde gebeure berig, moet hulle krities
met mekaar vergelyk word ten einde so na as moontlik aan die gebeure self te kom
(vgl Jos 1-12 en Rig 1 - kyk De Vaux 1978:593-596). Deur middel van oorlewerings-
kritiek word selfs die voorfases van die tekstuele neerslag ondersoek en tradisies
wat sodanig onderskei is, sal dus moontlik inligting bevat oor die vroegste fases van
die geskiedenis en as sodanig vorm hulle self deel van daardie geskiedenis (vgl
Barth & Steck 1980:47). Redaksionele toevoegings tot bestaande tekste verskaf
eweneens inligting van die tyd toe die toevoegings of veranderings aan die teks
gemaak is. 3.1 Die Bybelse geskrifte Maar dit is juis hulle antieke
gesitueerdheid wat verhoed dat hulle noodwendig meer betroubare beriggewers as
modeme geskiedskrywers kan wees. Bybelse geskiedskrywers het hulle geskiedskry
wing nie krities beoefen nie, maar wel met duidelike subjektiewe vooronderstellings
voor oë. ’n Tweede belangrike saak hang hiermee saam. Hierbo is reeds vermeld dat
dikwels gesê word (met die oog op mitologiese en ‘onhistoriese’ inhoude in die
Bybel wat die ‘gesag’ en ‘waarheid’ van die ‘Woord van God’ sou aantas) dat die
Bybel nie ’n ‘geskiedenishandboek’ is nie. Weinig word egter gereflekteer oor wat
’n geskiedenishandboek sou wees en oor wat die aard van die geskiedenisboeke sou
wees wat ons wel in die Bybel aantref. Die Deuteronomistiese en Kronistiese geskiedswerke en die Makkabeerboeke
bevat naamlik pre-kritiese en (veral wat die Koningsboeke betref) annalistiese
geskiedskrywing'^. Die verhale sentreer nie slegs rondom die persoon en dade van
die konings nie, maar word doelbewus gerig deur ’n ideologiese of godsdienstige
doelwit. So word byvoorbeeld algemeen aanvaar dat die Deuteronomis die geskie
denis verhaal om aan te dui dat beide Israel en Juda se ballingskappe plaasgevind
het as gevolg van die verkeerde godsdienstige wee wat die Israeliete bewandel het
(vgl 2 Kon 17:7-23). As gevolg van sodanige godsdienstig-ideologiese oogmerke kan
belangrike historiese inligting eenvoudig weggelaat word (die Deuteronomis berig
bv slegs in agt versies oor die belangrike regeringstyd van Omri* - vgl 1 Kon 16:15-
28), terwyl sekere inligting weer oorbeklemtoon kan word omdat dit inpas by die
skrywer se religieuse perspektief (bv die uitvoerige berigte oor die optrede van Elia
en Elisa in 1 Kon 1 7 - 2 Kon 9). Hiermee word geensins beweer dat die religieuse
intensie wat die skrywer aan sy verhaal gee, onbelangrik is nie. Holistiese geskied
skrywing bestudeer juis ook die godsdiens en ideologie van Oud-Israel. Laasge-
noemde moet daarom krities ontsluit word wanneer daar uit godsdienstige perspek
tief oor politieke aangeleenthede berig word. 914 NTS 49/4 (1993) E Sduffler E Sduffler Derdens bevat die Bybelse verhale - ook in die sogenaamde geskiedswerke -
verskeie historiese teenstrydighede (vgl bv Jos 8:3 teenoor Jos 8:12; Jos 15:63, Rig
1:21, 2 Sam 5 teenoor Rig 1:8; 1 Sam 16:14-23 teenoor 1 Sam 17:55-58; 1 Sam 17:1,
49 teenoor 2 Sam 21:18-19 teenoor 1 Kron 20:5; 2 Kon 21:16-18 teenoor 2 Kron 33:
12-20; vgl verder Deist 1979). 7)2 Buite-Bybelse geskrifie Naas die Ou Testament bestaan daar ’n magdom literatuur uit die ou Nabye Ooste
wat met die gegewens in die Ou Testament vergelyk kan word. Hierdie literatuur
moet net so krities as die tekste van die Ou Testament self benader word. Dit is
belangrik, veral omdat binne die Ou-Testamentiese kritiese wetenskap die neiging
begin posvat het cm die Ou-Testamentiese tekste uiters krities (tereg) te evalueer
maar dan ’n haas fundamentalistiese werkswyse te volg indien ons met buite Bybelse
tekste te doen het. Die buite-Bybelse literatuur handel ook meestal oor die
hooggeplaastes in die samelewing (soos bv die Assiriese koninklike annale - vgl
Pritchard 1%9:274-301) en bevat dus slegs karige en indirek afleibare gegewens oor
die gewone burgers van die land. Hierdie literatuur moet dus op meriete en van
geval tot geval beoordeel word terwyl veral die genre telkens in aanmerking geneem
word. So
byvoorbeeld is daar heelwat af te lei oor die sosiale toestande in Palest
tydens die laat-Bronstydperk (1550-1200) uit die ongeveer 400 Amarna-tablette
(slegs ’n seleksie in Pritchard 1969:483-490) wat bestaan uit amptelike korrespon-
densie tussen die Egiptiese owerhede en die vasalvorste van die Kanaanitiese stad-
state. Hierdie literatuur het, uit ’n historiese hoek gesien, die voordeel dat hulle oor
praktiese sake uit die alledaagse lewe handel en ook kontemporêr stam uit die tyd
waaroor hulle berig. Heel anders is die geval van die sogenaamde Merneptah-stele
(ongeveer 1230 v C, of Israel-stele - Pritchard 1969:376-378), ’n oorwinningsgedig
van die Egiptiese koning, Merneptah, waarin die oorwinnings van die koning oor
ander volkere in Klein-Asie besing word. Hierdie gedig bevat in velerlei opsigte
oordrywings en onakkuraathede, omdat ons uit ander broime weet dat Merneptah
uit ’n militaristiese oogpunt ’n ‘swak’ farao was. Die Memeptah-stele het egter nie
daarom geen historiese waarde nie. In die stele kom die naam Israel (as bevolkings-
groep) vir die eerste keer in buite-Bybelse literatuur voor. Uit die oogpunt van holistiese historiografie is dit belangrik dat baie buite-
Bybelse literatuur godsdienstig (bv die Babiloniese skeppingsepos, Gilgamesh-epos,
die wysheid van Amen-em-opet en Agikar, die Babiloniese teodisee - vgl veral
Beyerlin 1975) en sosiaal (bv die kode van Hammurabi, die wette van Eshnunna,
Lipit-Ishtar en Ur-Nammu) relevant is. 3.1 Die Bybelse geskrifte Die historikus is veral gemteresseerd in die historiese omstandighede
wat hierdie veranderings aan die teks gefasiliteer het (bv die Priesterlike redaksie
van die Pentateug tydens die Babiloniese Ballingskap). ISSN 0259 9422 = HTS 49/4 (1993) 915 HoiisticK gcskiedciiis 7)2 Buite-Bybelse geskrifie Hierdie literatuur verskaf nie slegs ’n goeie
vergelykingsbasis vir die Israelitiese literatuur deurdat die historikus daardeur ’n
breëe kompetensie opbou van die godsdienstige en sosiale toestande in die ou
Nabye Ooste nie, maar verteenwoordig in baie gevalle die oorspronklike voedbo-
dem van die Israelitiese literatuur. ’n Toenemende keimis van hierdie literatuur lei
onteenseglik tot die historiese insig dat Oud-Israel nie net geografies nie, maar ook 916 HTS 49/4 (1993) E Sduffler E Sduffler op sosio-kulturele vlak integraal ingebed was in die leefwêreld van die ou Nabye
Ooste. Die omvangrykheid van die beskilcbare literatuur (veral wanneer mens vanuit ’n
holistiese perspektief alles as relevant beskou) veroorsaak egter vir die historikus ’n
probleem. Daar bestaan byvoorbeeld ongeveer 20 000 spykerskriftablette uit die
Mesopotamiese stad Mari (18e eeu v C) waaronder 5 000 briewe waarvan slegs vier
in Pritchard (1969:482-483) opgeneem is. Die historikus staan dus onvennydelik
voor die situasie dat hy beperkte toegang tot hierdie tekste het (waarvan baie nog
nie ontsyfer is nie) en dat hy moet selekteer. Seleksies wat reeds gedoen is en in
vertaalde vorm gepubliseer is, verskaf dus ’n goeie vertrekpunt. Pritchard (1969)
het sekerlik die omvangrykste seleksie gedoen van die vemaamste tekste uit die ou
Nabye Ooste wat op die Ou Testament betrekking het. Dit is van kort inleidende
notas voorsien wat ’n wegwyser tot die totale korpus bied. Korter seleksies (met iet-
wat meer uitvoerige inleidings as Pritchard) is gedoen deur Thomas (1961) en
Beyerlin (1975 - laasgenoemde hoofsaaklik religieuse tekste). Gottwald (1985:52-55; vgl ook Scheffler 1988b:67) is die oningev^ryde tot verdere
hulp met ’n geseleketeerde lys van geskrifte wat volgens tema, literêre genre of
historiese verband gekorreleer is met die Bybelse literatuur. By die naam van elke
geskrif word die oorspronklike taal aangedui sowel as die bladsynommers soos dit in
Pritchard (1969) of die Engelse vertaling van Beyerlin (1975 = Near Eastern religious
texts relating to the Old Testament) voorkom. Nie alle buite-Bybelse geskrifte werp noodwendige enige of tot dieselfde mate
lig op die geskiedenis van Israel nie. In sommige gevalle kan daar inderdaad literê-
re afhanklikheid tussen Ou-Testamentiese geskrifte en sommige van hierdie geskrif
te bestaan. Literêre afhanklikheid is egter nie ’n voorwaarde vir historiese belang
nie. 7)2 Buite-Bybelse geskrifie Dit is dus doenlik om weer eens te beklemtoon dat indien die historikus van
hierdie bronne gebruik maak om die geskiedenis van Israel te bestudeer, hy elke
geskrif ad hoc, op meriete en krities moet beoordeel ten einde vas te stel of dit sy
spesifieke doel dien al dan nie. 4. DIE GEBRUIK VAN ARGEOLOGIESE GEGEWENS 4. DIE GEBRUIK VAN ARGEOLOGIESE GEGEWENS
Die geskiedenis van die besondere verband wat daar bestaan tussen argeologie en
die Bybelwetenskappe is ’n veelbewoë een. Aan die een kant is die buitengewone
belangstelling wat daar bestaan in die argeologiese tydvakke van die laat-Bronstyd-
perk tot die Romeinse tyd, te danke aan diegene wat vanuit Bybels-teologiese oor-
wegings ’n aktiewe belangstelling in argeologie toon. Aan die ander kant is dit juis
’n oorgretige, romantiese belangstelling wat poog om die Bybelse gegewens met die ISSN 0259 «H22 •= HTS 49/4 (1993) 917 Hofiiticie gpikiedcBÍi hulp van argeologie te bewys wat tot onwetenskaplike spekulasies aanleiding gegee
het (vgl bv die boek van Keller 1955). In die gesldedenis van opgrawings in Palestina was daar dus gewoonlik drie fak-
tore ter sprake, te wete die Bybel, die geskiedenis en argeologie. Indien die Bybel
as vertrekpunt geneem is, is daar dan gepoog om vanuit die argeologie aanknopings-
punte te soek wat, indien dit gevind sou word, die historiese waarde van die Bybel
sou onderstreep. In hierdie verband kan veral die werk van die Albright-skool
genoem word (vgl Albright 1949; 1957; Wright 1960; 1962; Unger 1954).9 Indien die
geskiedenis as vertrekpunt geneem word, word daar eerlik gepoog om die geskiede
nis te konstrueer waarvoor die Bybel sowel as die argeologie as bronne kan dien. Indien Bybelse (en buite-Bybelse) gegewens en argeologiese data gekorreleer word,
hang die wetenskaplikheid daarvan af of dit krities gedoen word en nie miskien sir-
kelredenasies ten prooi val nie (vgl Miller 1976:46; Smith 1970:33). ’n Gangbare
konklusie op grond van argeologiese gegewens sou slegs gesteun kon word indien
daar genoegsame argeologiese data beskikbaar is en wanneer altematiewe interpre-
tasies verreken is (vgl Nel 1987:23). Indien so ’n interpretasie op eie meriete
gedoen kan word, sonder inagneming van ander getuienis (soos bv die Bybel), des te
beter (vgl Barr 1977:138). 5. DIEGEBRUIKVANGEOGRAFIESEGEGEWENS 5. DIEGEBRUIKVANGEOGRAFIESEGEGEWENS Naas geskrifte soos die Bybel, ander Oud-Oosterse literatuur en argeologiese arte-
fakte, is die land Palestina by uitnemendheid dit wat ’n skakel verskaf tussen die
hede en die verlede. Vertroudheid met die geografie van Palestina is dus vir die
navorser van Oud-Israel se geskiedenis onontbeerlik, nie slegs omdat mens met geo-
grafiese kennis ’n beter beeld kan vorm van die gebeure wat hulle in Palestina afge-
speel het nie, maar juis ook omdat sodanige kennis dikwels bydra tot die vorm van
historiese oordele (vgl Rainey 1982; Olivier 1991; Burger 1992). So kan iemand wat
geen geografiese kennis het nie, die gegewe dat Moses op die berg Nebo gestaan en
Palestina aanskou het (Dt 34:1-4), goedskiks aanvaar sender cm te besef dat die
menslike oog nie van die berg Nebo tot in Palestina kan sien nie. ’n Verdere voor-
beeld is die situasie rondom die vestiging van die Israeliete in die heuwellande. Hulle moes die Kanaaniete in die vlaktes vermy, maar ook op sodanige plekke hulle
vestig dat hulle minstens ’n bestaan kon maak. ’n Kennis van die Palestynse topo-
grafie is dus noodsaaklik. Historiese geografie behels ’n tweerigtingverkeer tussen geografie en geskie
denis. Aan die een kant stel die land die moontlikhede en beperkinge daar waar-
binne die geskiedenis kan plaasvind. Aan die ander kant verander menslike optrede
ook aan die land se voorkoms (veral wanneer stede ter sprake is). Die bou van ter-
rasse vir landboudoeleindes in die berge, die dreinering van die Hulehmeer, sowel
as die moderne boerdery in die Jordaanvallei tussen die See van Galilea en die
Dooie See (wat tot gevolg het dat die Jordaanrivier eintlik nie meer daar vloei nie),
is voorbeelde van laasgenoemde. Daar bestaan verskeie standaardwerke wat die historikus help in sy bestudering
van die geografie van Palestina en wat terselfdertyd poog om die band te lê met die
geskiedenis self. So verskaf Baly (1974; vgl ook Noth 1962:1-95; Eybers 1988) ’n
‘suiwere’ geografie (met egter ook verwysings na die Bybel), terwyl die Macmillan
Bible Atlas van Aharoni en Avi-Yonah (1977; vgl ook Pritchard 1989) histories-geo-
grafies te werk gaan deurdat dit die geskiedenis van Israel oor die verskillende
periodes heen deur middel van landkaarte illustreer. In sy The Land of the Bible: A
historical geography (1979) behandel Aharoni in twee dele die land self en ‘Palestine
during the ages’. ISSN 0259 9422 = HTS 49/4 (1993) 7)2 Buite-Bybelse geskrifie Oor die regte of verkeerde gebruik van argeologie in sy relasie tot die Bybel is
al so ruim besin dat hier nie verder daarop ingegaan word nie.i® Vanuit ’n holistie-
se perspektief op die geskiedenis van Israel is argeologie egter nie slegs van belang
in so verre vondse met die Bybeltekste gekorreleer kan word of illustratiewe waarde
ten opsigte van laasgenoemde het nie. Dit is veral belangrik omdat dit inligting ver-
skaf oor sake wat nie in die tekste aangeroer word nie, maar wat as sosio-kulturele
dimensie ’n integrale deel van die geskiedenis uitmaak. Argeologiese vondste is dus
op sigself belangrik vir wat uit die aard van die vondste self (wat baie meer met die
alledaagse leefwyse te doen het) afgelei kan word. Dit lê byvoorbeeld die tipe huise
bloot waarin die Israeliete in ’n bepaalde tydvak in hulle geskiedenis gebly het (vgl
Callaway 1983; Stager 1985), hoe hulle hulleself van water voorsien het (vgl Schee-
pers 1984), en gee insig in hulle landboumetodes (De Geus 1975; Edelstein & Gib
son 1982). Insig in die ontwikkeling van Ou-Israelitiese kuns word ook dikwels ver-
kry van erdeware wat tekeninge bevat en beeldjies en ander artefakte wat opgegra-
we word. Holistiese historiografie baat dus grootliks by die insigte van die soge-
naamde ‘New Archaeology’ (vgl Dever 1990; Coggins 1990:54-55) wat geinteres-
seerd is in die sosio-kulturele geskiedenis van Palestina en nie in die eerste plek
daarop uit is om die historiese korrektheid van sekere belangrike politieke gebeur-
tenisse te bewys nie. 918 HTS 49/4 (1993) E Sduffler 6. DIEGEBRUIKVANSOSIOIjOGIESEINSIGTE Aangesien die modeme historikus veral belangstel in die geskiedenis van Oud-Israel
as samelewingsgeskiedenis, verskaf sosiologiese of sosiaal-wetenskaplike modelle
wat uitgewerk is om samelewings te ontleed, gewoonlik belangrike hulp in die inter-
pretasie van gegewens. Hierdie interpretasie van historiese gegewens kan dan weer
tot verdere historiese insigte lei (vgl Herion 1986; Braudel 1968:64-82; 1980). Alhoewel holistiese geskiedskiywing meer is as bloot samelewingsgeskiedenis, is dit
veral vanweë die sosio-kulturele dimensie van die geskiedenis dat die gebruik van
sosiologiese insigte en modelle minstens net so relevant is.H Dit is belangrik om in gedagte te hou dat daar nie net een sosiologiese benade-
ring bestaan nie. Dit sou ook verkieslik wees dat die historikus hom nie aan een
model uitverkoop nie, soos wat dit van Gottwald in sy magistrale werk The tribes of
Yahweh (1979) ten opsigte van ’n Marxistiese model waar blyk te wees nie. Afge-
sien van die Marxistiese, is die volgende drie myns insiens die bruikbaarste in ge
skiedskiywing (vgl Scroggs 1980; Wilson 1984): •
Rolanalise. Hiervolgens word persone, partye, instansies, organisasies en bewe-
gings in die samelewing ondeed aan die hand van die ml wat hulle in die same-
lewing speel. Die onderlinge verhouding tussen persone en instansies is derhalwe
van groot belang. Wat was byvoorbeeld in die vroeë monargale tyd die rolle
wat Saul, Samuel en Dawid gespeel het? Wat sou die rol van Josua gewees het
gedurende die intog en wat sou die rol van die Kanaaniete en Fihstyne wees in
die klaarblyklike feit dat die intog nie glad verloop het nie? Die vraag kan ook
gevra word of en in welke mate daar in die samelewing ’n ommekeer van rolle
kan plaasvind. *
Konflikmodel. Aan die hand van insigte van sosioloë soos Weber, Mannheim en
Troeltsch (laasgenoemde eintlik ’n teoloog) word daar uitgegaan van die veron-
derstelling dat ’n diep gesetelde konflik inherent deel van elke samelewing is. Elke gemeenskap het maghebbers en magteloses wat met mekaar in konflik is. Die maghebbers wil gewoonlik die status quo bewaar terwyl die magteloses dit
wil omverwerp. Hanson (1979) het byvoorbeeld hierdie insigte met vrug toege-
pas op die post-eksiliese samelewing in Juda. Volgens Hanson het die konflik
tussen die sogenaamde hiërokrate (geassosieer met Esegiël en die terugge-
keerde ballinge) en die visionêres (geassosieer met die arm deel van die bevol-
king wat in Palestina agtergebly het) neerslag gennd in Jesaja 56-66 (Trito-Jesa-
ja). 5. DIEGEBRUIKVANGEOGRAFIESEGEGEWENS Gesien vanuit die perspektief van holistiese historiografie, spreek dit vanself dat
die geografie belangrik is. Dit gee insig in die verhoog enersyds waarop ingrypende
politieke gebeurtenisse plaasgevind het en andersyds waarop die gewone mense van
die samelewing hulle alledaagse bestaan gevoer het. ISSN 0259 9422 = HTS 49/4 (1993) 919 HolMticaic gegkiedcans 6. DIEGEBRUIKVANSOSIOIjOGIESEINSIGTE ISSN 02S9 9C2 - HTS 49/4 (1993) 6. DIEGEBRUIKVANSOSIOIjOGIESEINSIGTE Die hiërokrate was diegene wat met die goedkeuring van Kores uit balling-
skap teruggekeer het om die tempel te herbou. Die armes in die land se toe-
komsverwagtinge is dus genegeer en hulle het ’n gevoel van vervreemding be-
leef - vandaar die gemeenskapskonflik. 920 HTS 49/4 (1993) EScheíPer EScheíPer *
Funksionalisme. Volgens die funksionalisme (geassosieer met die naam van
Talcott Parsons) hoef ’n samelewing nie tot so ’n mate op konflik gebaseer te
wees dat dit slegs in terme van konflik beskryf kan word nie. Volgens hierdie
model is daar egter in elke samelewing bepaalde funksies of instansies wat elk
sy eie deel bydra tot die globale funksioneríng van die samelewing. Parsons (vgl
De Klerk & Schnell 1987:144) onderskei vicr sodanige fanksies - kultuw, sosia-
le stelsel, gedragsorganisme en indiwiduele persoonlikheid - wat elk weer uit
substelsels bestaan en so ’n bydrae tot die geheel lewer. Die onderskeie funk
sies staan in wisselwerking met mekaar. Die samelewing is soos ’n lewende
organisme en die verandering aan een aspek beinvloed die geheel (vir verdere
subfunksies, vgl Parsons & Platt 1973:236). Parsons se model is myns insiens
suksesvol deur Heyns toegepas op Israel van die agste eeu v C (vgl Heyns 1986). In die lig van die beskikbaarheid van verskillende modelle ontstaan die vraag na
watter model die historikus moet kies en op welke gronde. Alhoewel ’n model wat
’n geskiedskrywer kies, sekerlik blyke sal gee van sy eie vooronderstellings, is ’n aan-
gewese kriterium om van daardie model se insigte gebruik te maak wat die beste ’n
gegewe tydvak of bepaalde historiese situasie verklaar. Die geskiedenis (of tekste)
self moet dus as’t ware bepaal watter model gekies word. So sou die funksibnalisme
miskien die aangewese model wees om die interne Israelitiese samelewing ten tye
van die Rigters en Dawid te beskryf, terwyl ’n konflikmodel weer die aangewese sou
wees vir die tyd van Amos (konflik tussen arm en ryk) of die tyd ná ballingskap
(stryd tussen hiërokrate en visioenêres). 7. DIE GEBRUIK VAN PSIGOLOGIESE INSIGTE Indien die sosiologie die historikus van hulp kan wees, so ook die psigologie. Waar
sosiologie te make het met mense in huUe samelewingr/eThand (die samelewing is
dus die uitgangspunt), bestudeer sielkunde die motivering van individuele menslike
gedrag asook die interaksies tussen mense. Daar sou byvoorbeeld gevra kan word watter psigologiese dinamiek daar in die
verhouding tussen Saul en Samuel aanwesig was. Dit blyk uit die teks van 1 Samuel
dat Samuel nie juis ten gunste van die koningsk^ was nie en nog minder was hy
Saul goedgesind. Telkens sê Samuel dan ook vir Saul dat die Here van hom gewyk
het. E>ie vraag wat gevra kan word, is of Saul se selfmoord nie in ’n groot mate deur
Samuel se houding veroorsaak is nie. Saul intemaliseer later die boodskap wat die
‘profeet’ tot hom rig en begin in homself twyfel. So kom hy dan tot die gevolgtrek-
king dat die Here inderdaad van hom gewyk het en hy pleeg s e lf m o o r d . ^2 ISSN 02S9 9C2 - HTS 49/4 (1993) 921 921 Holistieie gBskicdcilit Bestaande konstruksies kan goedskiks as die korrekte aanvaar word 922 HTS 49/4 (1993) ESchiffler ESchiffler (vgl bv die aanvanklike grootskaalse aanvaarding van Noth se amfiktíonieteoríe),
met die gevolg dat die historikus ’n blindevlek kan ontwikkel wat nuwe perspektíe-
we op die geskiedenis belemmer. Die bestudering van die geskiedenis mag dus
nooit uit slegs die lees van sekondêre literatuur bestaan nie. Aan die ander kant is
die sekondêre literatuur ’n goeie toets vir nuwe hipoteses wat die navorser op grond
van sy primêre bronne maak. Nuwe teorieë moet teen bestaandes opgeweeg word,
want dikwels sal dit blyk dat nuwe hipoteses nie opweeg in die lig van bestaande
kennis (wat weer verdere navorsing stimuleer) nie. Hierdie artikel kan nouliks aan die magdom van sekondêre literatuur reg laat
geskied. Daar word derhalwe met enkele kursoriese opmerkings volstaan. Naas Alt (1969) se opstelle in sy Kleine Schriften, en die belangrike versamel-
bundel van Hayes & Miller (1977), is die tien belangrikste ‘geskiedenisse’ van Israel
myns insiens (chronologies weergegee, d w s nie in die volgorde van belangrikheid
nie) dié van Noth (1958); Bright ([1959] 1980); Gunneweg (1972); De Vaux (1978);
Jagersma (1979; 1985); Herrmann (1980); Fohrer (1982); Donner (1984; 1986); Mil
ler & Hayes (1986) en Lemche (1988). Daar moet egter gewys word op die feit dat
hierdie ‘geskiedenisse’ (alhoewel die beste tans beskikbaar) steeds ‘politieke’ geskie
denisse is en nie reg laat geskied aan die holistiese perspektief nie. Laasgenoemde
kom meer tot sy reg in die huidige tendens onder historid om op ’n spesifieke perio-
de te konsentreer (vgl bv Coote & Whitelam 1987; Coote 1990; Gottwald 1979; vgl
verder die literatuur vermeld by Hayes & Miller 1977). Vir die sosio-kulturele
dimensie, is naas die boek van De Vaux (1%1), wat ongelukkig nie altyd tussen die
verskillende periodes onderskei nie, die literatuur wat afdeling 4 hierbo vermeld is,
ter sake en vir die godsdienstig-ideologiese dimensie dié vermeld in afdeling 8. Wat
die literêre (kommunikatiewe) dimensie betref, is die holistiese geskiedskrywer aan-
gewys op die standaard ‘Inleidings’ waarvan die stof telkens binne die geskiedenis
gesitueer moet word. Gottwald se Hebrew Bible: A socio-literary introduction (1985)
verdien hier spesiale vermelding aangesien die Bybelse literatuur juis binne hul
sosiaal-historiese konteks (d w s ook chronologies) behandel word. Holistieie gBskicdcilit Holistieie gBskicdcilit Uit ’n holistiese perspektief is hierdie gebeure wat tussen Saul en Samuel afge-
speel het, self deel van die geskiedenis en dit kan goedskiks deur middel van siel-
kundige insigte (’n groot aantal modelle bestaan ook hier: bv, klassieke psigo-ana-
lise, Jungiaanse analitiese sielkunde, behaviourisme, leerteorie en kognitiewe siel-
kunde - vgl Scheffler 1988c:355-364) ontleed word^^. As verdere voorbeelde sou
gevra kon word wat die psigologiese motivering en effek van offers in Oud-Israel
was of wat die sielkunde te sê het vir Prediker se sinloosheidsgedagtes, of vir die
lyding wat ons in die boek Job aantref (vgl Jung 1%5; 1972; Scheffler 1991; 1993). Alhoewel die psigologie nog nie op ’n grootskaalse wyse ten behoewe van die
historiografie ingespan is nie (vgl egter Spiegel 1972; Drewermann 1984; 1985;
Fromm 1966; Freud [1913] 1980; [1939] 1975; 1967), kan die plek daarvan nie
betwis word nie. In Parsons se vierfunksieparadigma waarna hierbo verwys is (vgl
afd 6), kan gesien word dat die ‘indiwiduele persoonlikheid’ (sy persoonlike beweeg-
redes, drange en gedrag dus ingesluit) ’n belangrike rol in die samelewing en dus
ook in die geskiedenis speel. 8. DIE GEBRUnC VAN GODSDDENS-WETENSKAPUKE INSIGTE
Indien die godsdienstig-ideologiese dimensie van die geskiedenis bestudeer word, is
dit raadsaam vir die historikus om fenomenologies te werk te gaan en so objektief
moontlik die instellings en idees te beskrywe soos wat hy dit waameem. ’n Fenome-
nologiese vertrekpunt beteken nie hier absolute objektiwiteit nie maar veral die
strewe daarna. Die historikus sal hom/haar dus vergewis van uitgangspunte en
metodes wat deur godsdienswetenskaplikes (vgl bv Kruger 1982) gebruik word. Vanuit die perspektief van holistiese historiografie eindig die ondememing egter nie
by die beskiywing van die godsiens nie (vgl die bruikbare werke van Ringgren 1963;
Schmidt 1982; Fohrer 1969; Garbinni 1987 en selfs Von Rad 1960; 1968), maar
word daar gepoog om die godsdienstige of ideologiese opvattings op die politieke en
sosio-kulturele en kommunikatiewe (literêre) dimensies van die geskiedenis (binne
’n bepaalde periode) te betrek. 9. DIE GEBRUIK VAN SEKONDêREUTERATUUR
Die navorsing van Jsrael se geskiedenis vind nie in isblasie plaas nie, maar juis in
gesprek met medenavorsers. Tientalle geskiedenisse van Israel het reeds die lig
gesien. Ingewikkelde hipoteses en konstruksies is reeds gemaak en het baie by
gedra tot die historikus se begrip van die geskiedenis. Dit hou ’n voordeel in, maar
ook ’n gevaar. 10. DIE INTEGRERING VAN GEGEWENS Die vraag is hierbo (afd 2) reeds aangesny oor hoe die historikus (nadat uit alle
bronne geput is) die gegewens (wat binne die hohstiese perspektief op die verskil
lende dimensies betrekking het) gaan integreer. Daar is geen vasgestelde reel nie
en die historikus sal hom deur sy materiaal self (en wat hy deur die aanbieding daar-
van wil bereik) moet laat lei. Hoe hy dan op die ou end sy verhaal gaan uiteensit,
hang met ander woorde af van wat sy eie siening is van die geskiedenis wat hy besig ISSN 0 2 » 9422 - NTS 49/4 (1993) 923 HnBrtirw gratinilnMi is om te skryf. Die historikus gee ook nie meganies een-vir-een aan bogenoemde
bronne of sosiaal-wetenskaplike insigte aandag nie, maar bou vir hom/haarself met-
tertyd ’n bevoegdheid of kompetensie op wat sy beeld van die geskiedenis bepaal. Sy verhaal sal uiteraard met daardie beeld korreleer. Die beoefening van historio-
grafie geskied inderdaad nie volgens ’n kitsresep nie. Dit is egter noodsaaklik dat
die geskiedskrywer al bogenoemde aspekte en vergaarde gegewens uit bronne
voortdurend in gedagte sal hou en sover moontlik sal verdiskonteer in sy aanbie-
ding. 1.
Dat antieke geskiedskrywing meestal gekonsentreer het op gebeure wat aan ’n
koninklike hof afgespeel het, is deels te verstane aangesien dit gewoonlik aan 11. SLOT Sonder om weer op die sin en doel van Oud-Israelitiese historiografie in te gaan
(sien Scheffler 1988a:666-669), kan dit nie anders nie as om hier te beklemtoon dat
die ontmoeting met die geskiedenis ’n kommunikasie met die verlede is wat ten
diepste ook ’n ontmoeting met die lewe self is. Hierdie ontmoeting laat die histori
kus nie onaangeraak nie. Hiermee word nie betoog dat die historikus doelbewus sy
persoonlike vooronderstellings oor die lewe in al sy fasette in die beoefening van sy
vak moet indra en uit die geskiedenis moet probeer aflees nie. Die afwysing van ’n
positiwistiese benadering maak nie die strewe na objektiwiteit as ’n belangrike waar-
de in die beoefening van historiografie ongedaan nie. Aan die ander kant, as gevolg
van die groot interpretatiewe inset wat die historikus as kennende subjek lewer, kan
so ’n ‘indra’ eintlik nie vermy word nie. Anders gestel: juis omdat die historikus
interpreteer en subjektief betrokke is, moet hy/sy poog om onnodige uitings van sy/
haar subjektiwiteit tee te werk. Nooit moet en kan hy/sy hom/haar probeer voor-
hou as so ’n suiwer objektiewe ondersoeker wat net sowel ’n robot kon gewees het
nie. ’n Dialektiese balans is hier van pas: As subjektiewe mens beoefen die histori
kus ’n (‘objektiewe’) wetenskap. Die beste teenvoeter vir onnodige subjektiwiteit wat
steeds die historikus se menswees respekteer, is die onderlinge bespreking van hipo-
teses en resultate met vakgenote en belangstellendes. Teologies uitgedruk: Oud-
Israelitiese historiografie is op sy beste ’n ekumeniese wetenskap. Daarom hou die
feit dat die geskiedenis van Oud-Israel nie bestaan, kan bestaan, sal bestaan en hoef
te bestaan nie, geen bedreiging in nie. Asimptoties word die waarheid egter wel
benader (vgl Van.Wyk Louw se gedig Groot Ode in Tristia 1962:125). Eindnotas 1. Dat antieke geskiedskrywing meestal gekonsentreer het op gebeure wat aan ’n
koninklike hof afgespeel het, is deels te verstane aangesien dit gewoonlik aan 924 HTS 49/4 (1993) ESchegier ESchegier koninklíke howe en tempels (die fokuspunte van handel en besigheid) was waar
antieke geskiedskrywers ’n heenkome kon vind. Fensham (1982:10-11) wys in
die lig hiervan daarop dat die patriargale verhale (wat familiegeskiedenisse is)
dus nouliks deur kontemporêre antieke geskiedskrywers opgeteken kon gewees
het. koninklíke howe en tempels (die fokuspunte van handel en besigheid) was waar
antieke geskiedskrywers ’n heenkome kon vind. Fensham (1982:10-11) wys in
die lig hiervan daarop dat die patriargale verhale (wat familiegeskiedenisse is)
dus nouliks deur kontemporêre antieke geskiedskrywers opgeteken kon gewees
het. 2. Die onderhawige besinning (afd 2) oor die begrip holistiese historiogrc^ is meer
as ’n blote samevatting van wat voorheen (kyk Scheffler 1988a) gesê is. Laasge-
noemde word hier veronderstel en verdere refleksies sedert genoemde artikel
word hier verdiskonteer. Aangesien die fokus in hierdie artikel primêr gerig is
op die metodologie van geskiedskrywing, word die meriete van ’n holistiese
benadering nie hier binne die konteks van algemene geskiedskrywing of ge-
skiedsfilosofie beredeneer nie (vgl bv Braudel 1968; 1980; Carr 1961; Dray
1966; Dreyer 1974; Stem 1970; Van Jaarsveld 1980). 3. Dieselfde gevaar dreig myns insiens by die benadering van sominige voorstan-
ders van die sogenaamde ‘demokratiese geskiedenis’ of ‘peoples histor/. Soos
gewoonlik die geval, hang die geldigheid van die term ook hier af van die begrip
waaraan dit probeer uitdrukking gee. Die term ‘demokratiese geskiedenis’ hoef
dus nie noodwendige ongeldig te wees nie, mits dit steeds alle invloede op die
geskiedenis erken en nie in die eerste plek daarop gemik is om geskiedskrywing
vir ’n bepaalde eksklusiwistiese ideologic te probeer kaap nie (vgl in hierdie
verband Van Aarde [1988] se kritiek op Mosala [1986]). Vanuit ’n holistiese
perspektief (waarin gepoog word om vanuit ’n eensydige politieke ‘establish-
ment’-geskiedenis weg te beweeg), sou die term ‘demokratisering’ van die
geskiedenis nie net verkieslik nie, maar selfs in ’n groot mate nuttig wees. 4. In sy boek Die noodlottige band: Kerk en stoat in Oud-Israel (1975) slaag Deist
(as gevolg van die tema van die boek) myns insiens geredelik daarin om ’n stuk
gekiedenis te skryf waarin verskeie aspekte geïntegreerd weergegee word. Eindnotas Daar word hier uitgegaan van die periodisering van die geskiedenis soos voor-
gestaan in my vroeëre artikel (Scheffler 1988a:681) met enkele aanpassings:
Aartsvadertyd (1800-1300), Eksodus (1300-1250), vestiging in Palestina (1250-
1150), Rigtertyd (1200-1020), Verenigde Koninkryk (1020-922), Noordryk (922-
721), Suidryk (721-587), Babiloniese Ballingskap (587-538), Persiese tyd (538-
322), Hellenistiese tyd (322-63), Romeinse tyd (63v C-135n C). Hiermee is niks
gesê oor die historisiteit van die vroeëre tydperke (bv Aartsvaders en Eksodus)
nie. 6. Daar word hier uitgegaan van die periodisering van die geskiedenis soos voor-
gestaan in my vroeëre artikel (Scheffler 1988a:681) met enkele aanpassings:
Aartsvadertyd (1800-1300), Eksodus (1300-1250), vestiging in Palestina (1250-
1150), Rigtertyd (1200-1020), Verenigde Koninkryk (1020-922), Noordryk (922-
721), Suidryk (721-587), Babiloniese Ballingskap (587-538), Persiese tyd (538-
322), Hellenistiese tyd (322-63), Romeinse tyd (63v C-135n C). Hiermee is niks
gesê oor die historisiteit van die vroeëre tydperke (bv Aartsvaders en Eksodus)
nie. 7. Volgens Deist (1987) word die geskiedenis van geskiedskrywing gewoonlik
onderverdeel in twee hooffases, te wete die pre-historiese (mites, sages, tradi-
sies) en historiese fase. Die historiese fase word onderverdeel in ’n annalistiese
(‘koningsrekords’: bv lyste, briewe, berigte van militêre veldslae, bouprojekte)
en ’n beskrywende periode. Laasgenoemde word onderverdeel in ’n pre-kritiese
(meer klem op gebeure en persone naas die koning) en ’n kritiese fase wat op sy
beurt weer in inpre- enpost-Verligting fase verdeel word. Laasgenoemde (in die
tradisie van Von Ranke se “wie es eigentlich gewesen ist’) vermy alle romantise-
ring in geskiedskrywing en is baie meer krities ten opsigte van sogenaamde
feite. Vergelyk ook Hayes (1977:1-69). 8. Vgl in die lig hiervan Miller & Hayes (1986:250-287) se poging om uit ’n histo
riese hoek meer reg te laat geskied aan die Omri-dinastie. 8. Vgl in die lig hiervan Miller & Hayes (1986:250-287) se poging om uit ’n histo
riese hoek meer reg te laat geskied aan die Omri-dinastie. 8. Vgl in die lig hiervan Miller & Hayes (1986:250-287) se poging om uit ’n histo
riese hoek meer reg te laat geskied aan die Omri-dinastie. 9. 5.
Wat hier volg, geld alleen as voorbeeld om die moontlike integrering van die
verskillende dimensies van die geskiedenis te illustreer en is op sigself geen uit-
spraak oor die historisiteit van die Salomoniese verhale of Israel se sogenaamde
‘goue eeu’ nie (vgl bv Millard 1991a; 1991b; Miller 1991). Eindnotas Die
skryf van die geskiedenis aan die hand van ’n bepaalde tema kan egter ook
beperkend inwerk (as gevolg van die selektiewe werkwyse) indien mens aan die
ideaal van holistiese geskiedskrywing (wat per definisie die verskeie dimensies
móét omvat) reg wil laat geskied. Dit impliseer dat holisitiese geskiedskrywing
in die streng sin van die woord (waarin bewustelik uitgegaan word van die
verskillende dimensies) nie voorgehou kan word as die enigste manier waarop
historiografie bedryf kan word nie. Tematiese geskiedenis bly steeds geldig en
selfs nodig (ook vir holistiese geskiedskrywing). Tematiese geskiedskrywing sou
egter ook in die uitvoering van sy taak by holistiese geskiedskrywing baat deur
in die ondersoek na ’n bepaalde saak aan die mees moontlike lewensdimensies
(soos wat die saak vereis en toelaat) aandag te gee. 4. In sy boek Die noodlottige band: Kerk en stoat in Oud-Israel (1975) slaag Deist
(as gevolg van die tema van die boek) myns insiens geredelik daarin om ’n stuk
gekiedenis te skryf waarin verskeie aspekte geïntegreerd weergegee word. Die
skryf van die geskiedenis aan die hand van ’n bepaalde tema kan egter ook
beperkend inwerk (as gevolg van die selektiewe werkwyse) indien mens aan die
ideaal van holistiese geskiedskrywing (wat per definisie die verskeie dimensies
móét omvat) reg wil laat geskied. Dit impliseer dat holisitiese geskiedskrywing
in die streng sin van die woord (waarin bewustelik uitgegaan word van die
verskillende dimensies) nie voorgehou kan word as die enigste manier waarop
historiografie bedryf kan word nie. Tematiese geskiedenis bly steeds geldig en
selfs nodig (ook vir holistiese geskiedskrywing). Tematiese geskiedskrywing sou
egter ook in die uitvoering van sy taak by holistiese geskiedskrywing baat deur
in die ondersoek na ’n bepaalde saak aan die mees moontlike lewensdimensies
(soos wat die saak vereis en toelaat) aandag te gee. ISSN 0259 9422 = HTS 49/4 (1993) 925 HoBtíieic geskicdcoie 5. Wat hier volg, geld alleen as voorbeeld om die moontlike integrering van die
verskillende dimensies van die geskiedenis te illustreer en is op sigself geen uit-
spraak oor die historisiteit van die Salomoniese verhale of Israel se sogenaamde
‘goue eeu’ nie (vgl bv Millard 1991a; 1991b; Miller 1991). 6. Eindnotas Ben-Tor (1992:8) merk myns insiens tereg op dat Albright self nie binne die
kategorie val van diegene wat die Bybel ten alle koste reg wou bewys nie (’n
indruk wat dikwels geskep word - vgl Scheepers 1992:124), maar dat hy eerder
in reaksie was teen ‘the German school of biblical criticism, which at that time
cast grave doubts on the antiquity of many biblical texts relating to the antiquity
of the Israelites’. Die waarheid van hierdie stelling kan getoets word aan
Albright se (kritiese) siening oor die bekende historiese probleem rondom die
verwoesting van Jerigo en Ai (vgl Albright 1957:276-280). 10. Vgl Pritchard (.1958); Noth (1959:49-53; 1962:%-167); Wright (1962:17-28); De
Vaux (1970); Harrison (1970:13-18); Wright (1971); Fensham & Oberholzer
(1978:311-313); Herrmann (1980:42-49); Eybers (1980); Moorey (1981:110-
125); Fensham & Pienaar (1982:14-15); Miller (1982; 1987); Sauer (1982); Deist
& Le Roux (1987:41-43); Dever (1982; 1990:1-36); Dever (1991:103-115);
Donner (1984:27-29); Gottwald (1985:49-63); Nel (1987); Weippert (1988:1-68); 926 HTS 49/4 (1993) E S c h ^ E S c h ^ Lemche (1988:71-73); Coggins (1990:42-55); Ahlstrom (1991:116-142); Schee-
pers (1990; 1992); Burger (1992); Ben-Tor (1992:1-9). 11. ’n Samelewingsgeskiedenis kan wel die politieke en godsdienstige dimensies
veronderstel, maar ’n holistiese perspektief wil juis verhoed dat laasgenoemde
dimensies onderspeel word. Aangesien ’n holistiese benadering (waarin die
sosio-kulturele dimensie prominent figureer) die noodsaak van ’n sosiologiese
invalshoek duidelik laat blyk en onderstreep, word daar nie hier in debat getree
met diegene wat die gebruik van sosiologiese modelle bevraagteken nie. 11. ’n Samelewingsgeskiedenis kan wel die politieke en godsdienstige dimensies
veronderstel, maar ’n holistiese perspektief wil juis verhoed dat laasgenoemde
dimensies onderspeel word. Aangesien ’n holistiese benadering (waarin die
sosio-kulturele dimensie prominent figureer) die noodsaak van ’n sosiologiese
invalshoek duidelik laat blyk en onderstreep, word daar nie hier in debat getree
met diegene wat die gebruik van sosiologiese modelle bevraagteken nie. 12. Vergelyk ook Scheffler (1990:263-273) vir ’n vollediger ontleding van die
verhouding tussen Saul en Samuel met gebruikmaking van transaksionele
analise (Beme 1967). Vir ’n psigo-analitiese analise van nog vyf ander Bybelse
leiersfigure (naas Samuel en Saul), vergelyk Zeligs (1974). 12. Vergelyk ook Scheffler (1990:263-273) vir ’n vollediger ontleding van die
verhouding tussen Saul en Samuel met gebruikmaking van transaksionele
analise (Beme 1967). Vir ’n psigo-analitiese analise van nog vyf ander Bybelse
leiersfigure (naas Samuel en Saul), vergelyk Zeligs (1974). 13. Eindnotas Soos in die voorbeeld van Salomo se koningskap (hierbo vermeld) word die ver
houding tussen Samuel en Saul hier as illustrasie genoem en word geen klakke-
lose aanvaarding van die historisiteit van die tekste veronderstel waama verwys
word nie. UteratuuTverwysings Aharoni, Y 1979. The land of the Bible: A historical geography. Philadelphia: West
minster. Aharoni, Y & Avi-Yonah, M 1977. The Macmillan Bible atlas. New York: Macmil
lan. Ahlstrom, G W 1991. The role of archaeological and literary remains in reconstruc
ting Israel’s history, in Edelman 1991:116-142. Albright, W F 1949. The archaeology of Palestine. Gloucester: Peter Smith. — 1957. From stone age to Christianity: Monotheism and the historical process. New
York: Doubleday. Alt, A 1969. Zur Geschichte des Volkes Israel: Eine Auswahl aus den ‘Kleinen
Schriften’. Hrsg von Herrmaim, S. Miinchen: Beck. — [1944] 1969. Der Rhythmus der Geschichte Syriens und Palastinas im Altertum,
in Alt 1969:1-19. Baly, D 1974. The geography of the Bible. New York: Harper & Row. Barr, J 1977. Fundamerualism. London: SCM. Barr, J 1977. Fundamerualism. London: SCM. Barth, H & Steck, O H 1980. Exegese des Alten Testaments: Leitfaden der Methodik. 9.Aufl. Neukirchen: Neukirchener Verlag. Ben-Tor, A (ed) 1992. The archaeology of Ancient Israel Tel-Aviv: The Open Uni
versity of Israel. ISSN 0239 9422 - HTS 49/4 (1993) 927 HolMliaic gFiikÍBdmig Berne, E 1967. Games people play: The psychology of human relationships. Middle
sex; Penguin. Beyerlin, W (Hrsg) 1975. ReligionsgeschichtUches Textbuch zum Alten Testament. Gottingen; Vandenhoeck. Braudel, F 1968. Geschiedenis en sociologie, in Gurvitch, G, Handboek van de
sociologie, 139-162. Utrecht; Het Spectrum. ~ 1972. The Meditenanean and the Mediterranean World in the age of Philip II, Vol
I-II. London; Collins. — 1980. On history. Chicago: University of Chicago Press. Bright, J [1959] 1980. A history of Israel 3rd ed. London; SCM. Burger, J A 1992. Archaeology - An important historical source. 77t£v 25/3,44-51. Burger, J A 1992. Archaeology - An important historical source. 77t£v 25/3,44-51. Carr EH 1% 1
What is history
Middlesex; Penguin Carr, EH 1% 1. What is history. Middlesex; Penguin. Carr, EH 1% 1. What is history. Middlesex; Penguin. Callaway, J A 1983. A visit with Ahilud; A revealing look at village life when Israel
first settled the promised land. BAR 9/5,43-53. ins, R 1990. Introducing the Old Testament. Oxford; Oxford University Press. Coote, R B 1990. Early Israel: A new horizon Minneapolis; Fortress. Coote, R B & Whitelam 1987. The emergence o f early Israel in historical perspective. Sheffield; Almond. De Geus, C H J 1975. The importance of arhaeological research into the Palesti
nian agricultural terraces, with an excursus on the Hebrew word gbi PEQ 107,
64-74. UteratuuTverwysings De Klerk, J C & Schncll, C W 1987. A new look at Jesus: Literary and sociological-
historical irtíerpretations of Mark and John. Pretoria; Van Schaik. De Vaux, R 1%1. Anciera Israel: Its life and institutions. London; Darton & Todd. — 1970. On the right and wrong uses of arachaeology, in Sanders, J A (ed), Near
Eastern aerchaeology in the twentieth century. New York; Doubleday. — 1978. The early history o f Israel to the period of the Judges. London; Darton,
Longman & Todd. Deist, F E 1975. Die noodlottige band: Kerk en Staat in Oud-IsraeL Kaapstad; Tafel-
berg. — 1979. Historiese heuristiek, teologiese hermeneutiek en Shifgesag. Port Elizabeth;
UPE. Deist, F E 1987a. Current trends in the history of historiography, in Deist & Le
Roux 1987; 1-31. — 1987b. Ou-Testamentiese verhale en/as geskiedeniá. ThEv 20/3,5-17. — 1990. A concise dictionary o f theological and related terms with an English-Afn-
kaans and an Afnkaans-English list. Pretoria; Van Schaik. 928 HTS 49/4 (1993) EScheffJer EScheffJer Deist, F E & Le Roux, J H 1987. Revolution and reinterpretation: Chapters from the
history o f Israel. Kaapstad: Tafelberg. Deist, F E & Le Roux, J H 1987. Revolution and reinterpretation: Chapters from the
history o f Israel. Kaapstad: Tafelberg. Dever, W G 1982. Retrospects and prospects in Biblical and Syro-Palestinian
archaeology. BA 12, 103-107. Dever, W G 1982. Retrospects and prospects in Biblical and Syro-Palestinian
archaeology. BA 12, 103-107. — 1990. Recent archaeological discoveries and Biblical research. Seattle: University
of Washington. — 1990. Recent archaeological discoveries and Biblical research. Seattle: University
of Washington. --- 1991. Archaeology, material culture and the early monarchical period in Israel,
in Edelman 1991:103-115. Dray, W H (ed) 1966. Philosophical analysis and history. Westport: Greenwood
Press. Donner, H 1984. Geschichte des Volkes Israel und seiner Nachbam in Grundzugen,
Teil 1: Von den Anfangen bis zur Staatenbildungszeit. Gottingen: Vandenhoeck. — 1984. Geschichte des Volkes Israel und seiner Nachbam in Grundzugen, Teil 2:
Von der Kdnigszeit bis zu Alexander dem Grosseru Mit einem Ausblick auf die
Geschichte des Judentums bis Bar Kochba. Gottingen: Vandenhoeck. Dreyer, P S 1974. Inleiding tot die fUosofie van die geskiedenis. Kaapstad: HAUM. Drewermann, E 1984. Tiefenpsychohgie und Exegese, Band I; Die Wahrheit der For-
meru Traum, Mythos, Marchen, Sage und Legende. Olten: Walten. — 1985. Tiefenpsychologie und Exegese, Band II: Die Wahrheit der Werke und der
Worte. Wunder, Vision, Weissagung, Apokatypse, Geschichte, Gleichnis. Olten:
Walten. UteratuuTverwysings Edelstein, G & Gibson, S 1982. Ancient Jerusalem’s rural food basket: The ‘New"
archaeology looks for an urban center’s agricultural base. BAR, 46-54. Edelmann, D V (ed) 1991. The fabric of history: Text, artifact and Israel’s past. Shef
field: JSOT. Eybers, 1 H 1980. The value of archaeological excavations for Biblical studies. ThEv 13/3,3-9. — 1988. A geography of Biblical Israel and its surroudings. Pretoria: NGKB. Fensham, F C 1982. Inleiding: Probleme in verband met ’n geskiedskrywing oor
Oud-Israel, in Fensham, F C & Pienaar, D N 1982:9-15. Fensham, F C & Oberholzer, J P 1978. Bybelse aardrykskunde, oudheidkunde en
opgrawings. Pretoria: Interkerklike Uitgewerstrust. Fensham, F C & Pienaar, D N 1982. Geskiedenis van Oud-Israel Pretoria: Acade-
mica. Fohrer, G 1969. Geschichte der Israelitische Religion. Berlin: De Gruyter. — 1982. Geschichte Israels: Von den AnfSngen bis zur Gegenwart. 3.Aufl. Heidel
berg: Quelle. y S S iim X ^ ta i-H T S 49/4 (1993) 929 Hotisticsc Freud, S 1967. Massenpsychologie und Ich-Analyse: Die Zukunft einer Illusion. Frankfurt am Main: Fischer. — [1913] 1980. Tolem und Tabu. Frankfurt am Main: Fischer. — [1939] 1975. Der Mann Moses und die monotheistische Religion: Schriften iiber
die Religion. Frankfurt am Main: Fischer. Fromm, E 1966. You shall be as God’s: A radical interpretation of the Old Testament
and its tradition. New York: Fawcett Premier. Garbionni, 1987. Israelite history and ideology. London: SCM. Gottwald, N K 1979. The tribes of Yahweh: A sociology o f the religion of liberated
Israel 1250-1050 BCE London; SCM. — 1985. The Hebrew Bible: A socio-litera/y introduction. Philadelphia: Fortress. nneweg, A H J 1972. Geschichte Israels bis Bar Kochba. Stuttgart: Kohlhamme Hanson, P D 1979. The dawn of apocalyptic. Philadelphia: Fortress. Harrison, R K 1970. Old Testament times. Grand Rapids: Eerdmans. Hayes, J H 1977. The history of the study of Israelite and Judaean history, in Hayes
& Miller (eds) 1977:1-69. Hayes, J H & Miller, J M (eds) 1977. Israelite & Judaean history, 1-69. London:
SCM. (OTL.) Herion, G A 1986. The impact of modern and social science assumptions on the
reconstruction of Israelite history. JSOT 34,3-33. Herrmann, S 1980. Geschichte Israels in altestamentlicher Zeit. Munchen: Kaiser. Heyns, M 1986. Die ryk van Israel in die agste eeu voor Christus: ’n Samelewings-
analise. MA-vehandeling, Unisa. Jagersma, H 1979. Geschiedenis van Israel in het oudtestamentische tydvak. Kam-
pen: Kok. — 1985. UteratuuTverwysings Geschiedenis van Israel van Alexander de Grote tot Bar Kochba. Kampen:
Kok. Jung, C G 1%5. Answer to Job. London: Hodder & Stoughton. C G 1%5. Answer to Job. London: Hodder & Stoughton. — 1972. Uber die psychologische Bedeutung des Opfers, in Speigel 1972:139-151. — 1972. Uber die psychologische Bedeutung des Opfers, in Speigel 1972:139-151. Keller, W 1955. Und die Bibel hat doch recht. Diisseldorf: Econ. Keller, W 1955. Und die Bibel hat doch recht. Diisseldorf: Econ. Kenyon, C 1988. The Bible and recent archaeology. London: British Museum Kruger, J S 1982. Studying religion: A methodological introduction to science of reli
gion. Pretoria: UNISA. Lemche, N P 1988. Ancient Israel: A new history of Israelite society. Sheffield: JSOT. Mazar, A 1990. Archaeology of the land of the Bible. New York: Doubleday. Millard, A R 1991a. Text and archaeology; Weighing the evidence. The case for
King Solomon. PEQ 123, 19-27. 930 HTS 49/4 (1993) E Sdu^ Millard, A R 1991b. Solomon: Text and archaeology. PEQ 123,117-118. Miller, J M 1976. The Old Testament and the historian. Philadelphia: Fortress. — 1982. Approaches to the Bible through history and archaeology: Biblical history
as a discipline. BA 45,211-216. — 1987. Old Testament history and archaeology. BA 50,55-63. — 1991a. Solomon: International potentate or local king? PEQ 123,28-31 — 1991b. Is it possible to write a history of Israel without relying on the Hebrew
Bible? in Edelman 1991:93-102. Miller, J M & Hayes, J H 1986. A history of ancient Israel and Judah. Philadelphia:
Westminster. Moorey, R 1981. Excavation in Palestine. Durban: Bok Books. Mosala, I J 1986. Social scientific approaches to the Bible: One step forward, two
steps backward. JThSA 55,15-30. Nel, W A G 1987. Die belang van die argeologie vir die Bybelwetenskappe. ThEv
20/3,18-28. Noth, M 1959. Geschichte Israels. 4.Aufl. Gottingen: Vandenhoeck. — 1962. Die Welt desAlten Testaments. 4.Aufl. Berlin: Alfred Topelmann Olivier, H 1991. Die histories-geografiese ruimte waarbinne die Ou Testament af-
speel, in Bosman, H L, Gous, I G P & Spangenberg, IJ J (reds), Purper en flen-
teriap: Rykdom en armoede in die Ou TestamerU, 139-167. Pretoria: Van Schaik. Parsons, T & Platt, G M 1973. The American University. Cambridge: Harvard Uni
versity Press. Pritchard, J B 1958. Archaeology and the Old Testament. Princeton: Princeton Uni
versity Press. — 1969. Ancierti near eastern texts relating to the Old Testament. Princeton: Prince
ton University Press. — 1989. UteratuuTverwysings The times atlas of the Bible. London: Times Books. Rainey, A E 1982. Historical geography: The link between historical and archaeolo
gical interpretation. BA 45,217-222. Ringgren, H 1963. Israelitische Religion Stuttgart: Kohlhammer Verlag. Rollmann, H 1988. From Bauer to Wrede: The quest for a historical method. Stu
dies in religion/Sciences religieuses 17, 445-454. Sauer, J A 1982. Syro-Palestinian archaeology, history, and Biblical studies. BA 45,
201-210. Scheepers, C 1990. A methodological debate in Biblical archaeology. OTE NS 3,
325-339. — 1992. Israel’s settlement: Old Testament history and archaeology, in Wessels &
Scheffler (eds) 1992:122-140. ISSN 0259 9*22 = HTS 49/4 (1993) 931 HoBtíiac gBskÍBdan* Scheepers, C L 1984. The development of hydraulic technology in ancient Palestine
in the Late Bronze and Iron Ages. OTE 2,133-151. 987. Tell-opgrawing in Israel Pretoria: Biblia. — 1987. Tell-opgrawing in Israel Pretoria: Biblia. Scheffler, E H 1988a. Op weg na ’n komprehensiewe geskiedenis van Ou-Israel. HTS 44,665-683. — 1988b. Bybelkunde (Honneurs-BA); Enigste studiegids vir HBS404-Y Pretoria:
UNISA. — 1988c. A psychological reading of Luke 12:35-48. Neotestamentica 22,355-371. — 1990. The game Samuel played: A psychological interpretation of the relation
ship between Samuel and Saul. OTE NS 3 ,263-273. — 1991. Jung’s Answer to Job: An appraisal. OTE NS 4,327-341. — 1993. Qohelet’s positive advice. OTE NS 6,248-271. Schmidt, W H 1982. Altestamentliche Glaube in seiner Geschichte. 4.Aufl. Neukir-
chen: Neukirchener Verlag. Scroggs, R 1980. The sociological interpretation of the New Testament: The pre
sent state of research. NTS 26,164-179. Smith, S 1970. The present state of Old Testament studies. JBL 89,19-35. Smuts, J C [1926] 1987. Holism and evolution. Cape Town: N & S Press. Spiegel, Y (Hrsg) 1972. Psychoanafytische interpretation biblischer texte. Miinchen:
Kaiser. Stager, L E 1985. The archaeology of the family in ancient Israel. BASOR 41,1-35. Stem, F 1970 (ed). The varieties of history. 2nd ed. London: Macmillan. Thomas, D W (ed) 1%1. Documertís from Old Testament times. New York: Harper
&Row. Thomas, D W (ed) 1%1. Documertís from Old Testament times. New York: Harper
&Row. — (ed) 1967. Archaeology and Old Testament study. Oxford: Clarendon. — (ed) 1967. Archaeology and Old Testament study. Oxford: Clarendon. Thompson, E P 1970. Social history, in Stem 1970:423-430. Unger, M F 1954. Archaeology and the Old Testament. Grand Rapids: Zondervan. Van Aarde, A G 1988. Historical criticism and hoUsm: Heading toward a new para
digm? Wessels, W & Scheffler, E H (eds.) 1992. OU Testament science and reality. Preto
ria: Verba Vitae. Whitelam, K W 1986. Recreating the history of brael. JSOT 35,45-70. Wilson, R R 1984. Sociological approaches to the Old TestamerU. Philadelphia: For
tress. ISSN 02S9 9422 > HT5 49/4 (1993) Wright, G E 1960. An introduction to Biblical archaeology. London; Duckwor — 1962. Biblical archaeology. Trowbridge: Redwood. — 1971. What archaeology can and cannot do. BA 34,70-76.
Zeligs, D F 1974. Psychoanalysis and the Bible: A study in depth o f seven leaders.
New York: Bloch. UteratuuTverwysings in Mouton, J, Van Aarde, A G & Vorster, W S (eds). Paradigms and pro
gress in theology, 49-64. Pretoria: HSRC. Van Jaarsveld, F A 1980. Westerse historiografie en en geskiedenisfilosofie. Pre
toria: HAUM. Von Rad, G 1960. Theologie des Alten Testaments, Band I: Die Theologie der ge-
schichtlichen Oberlieferungen Israels. Munchen: Kaiser. — 1%8. Theologie des Alten Testaments, Band II; Die Theologie der prophetischen
Oberlieferungen Israels. Munchen: Kaiser. Weippert, H 1988. Palastina in vorheUenistischer Zeii. Munchen: Beck. Weippert, H 1988. Palastina in vorheUenistischer Zeii. Munchen: Beck. 932 HTS 49/4(1993) ESduffler Wilson, R R 1984. Sociological approaches to the Old TestamerU. Philadelphia: For
tress. Zeligs, D F 1974. Psychoanalysis and the Bible: A study in depth o f seven leaders. New York: Bloch. New York: Bloch. ISSN 02S9 9422 > HT5 49/4 (1993) 933
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Supporting the Refugee Journey- personal narratives from
the field." Shaharior Rahman Razu1 Shaharior Rahman Razu1 1 Khulna University 1 Khulna University Potential competing interests: No potential competing interests to declare. Hi Dr Clive, happy to review the new version of submission. Just wondering if the title has been changed. I am a bit unsure
about it. Could you please confirm? Also, please may I request you to highlight what changes were made in the new
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Pulmonary effects of ozone therapy at different doses combined with antibioticotherapy in experimental sepsis model
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Pulmonary effects of ozone therapy at different doses
combined with antibioticotherapy in experimental
sepsis model1 başiI
, Hasan Ali KirazII
, Emin Tunç DemirIII
, Yasemen AdaliIV
, Sait ElmasV Hasan Oğuz KapicibaşiI
, Hasan Ali KirazII
, Emin Tunç DemirIII
, Yasemen AdaliIV I Assistant Professor, Çanakkale Onsekiz Mart University, Faculty of Medicine, Department of Thoracic
Surgery, Çanakkale, Turkey. Design of the study, technical procedures, manuscript writing, critical revision,
final approval. i
II Assistant Professor, Çanakkale Onsekiz Mart University, Faculty of Medicine, Department of Anesthesiology
and Reanimation, Çanakkale, Turkey. Design of the study, technical procedures, manuscript writing, critical
revision, final approval.i i
II Assistant Professor, Çanakkale Onsekiz Mart University, Faculty of Medicine, Department of Anesthesiology
and Reanimation, Çanakkale, Turkey. Design of the study, technical procedures, manuscript writing, critical
revision, final approval.i ,i
pp
III MD, Trakya University, Faculty of Medicine, Department of Anesthesiology and Reanimation, Division of
Intensive Care, Edirne, Turkey. Technical procedures, animal care, critical revision, final approval. i
pp
III MD, Trakya University, Faculty of Medicine, Department of Anesthesiology and Reanimation, Division of
Intensive Care, Edirne, Turkey. Technical procedures, animal care, critical revision, final approval. ii
IV Associate Professor, Çanakkale Onsekiz Mart University, Faculty of Medicine, Department of Medical
Pathology, Çanakkale, Turkey. Analysis and interpretation of data, histopathological examinations, critical
revision, final approval. i IV Associate Professor, Çanakkale Onsekiz Mart University, Faculty of Medicine, Department of Medical
Pathology, Çanakkale, Turkey. Analysis and interpretation of data, histopathological examinations, critical
revision, final approval. i ,i
pp
V Veterinarian Doctor, Çanakkale Onsekiz Mart University, Experimental Research Application and Research
Center, Çanakkale, Turkey. Technical procedures, animal care, critical revision, final approval. i
pp
V Veterinarian Doctor, Çanakkale Onsekiz Mart University, Experimental Research Application and Research
Center, Çanakkale, Turkey. Technical procedures, animal care, critical revision, final approval. ACTA CIRÚRGICA BRASILEIRA ORIGINAL ARTICLE
Experimental Surgery ■Introduction Sepsis is defined as life-threatening organ dysfunction
caused by an unregulated host response to infection1. The pathology of sepsis involves complex interactions
between host organs and invading pathogens. Ultimately
tissue injury and organ failure are due to negative effects
of systemic activation of host immunity2,3. Sepsis forms a
large problem in intensive care and is the main cause of
death occurring there4,5. According to a report published
by the Global Burden of Disease, each year nearly
10 million people die from infections and this is much
greater than the number of people who die from cancer
annually6. Lungs are the first organs affected by sepsis
and sepsis causes severe injury to lung tissue7. In spite
of advanced antibiotherapy, supportive treatments and
all technological opportunities, sepsis continues to be a
situation progressing with morbidity and mortality8. The
earliest target-directed basic treatment principles for
sepsis comprise determining high-risk patients, ensuring
appropriate cultures and source control, and beginning
appropriate antibiotherapy without delay9.i Implementation and surgical procedure Twenty-four
hours
after
Escherichia
coli
administration, rats in the 1st, 2nd and 3rd groups
were arranged in groups following skin cleaning for
asepsis and the following treatments began. Care
was taken to administer treatments at the same time
every day. Additionally, an ozone generator (device
name and model: Turkozone Blue S, device serial no:
BG-19144427046) was used to produce the ozone/
oxygen mixture for ozone therapy. 1st group: This group was the antibiotic group, so after
Escherichia coli was administered by the intraperitoneal
route with the aim of inducing sepsis, cefepime 50
mg/kg dose was administered subcutaneously at the
same time for 7 days. 2nd group: Rats in this group had single dose of 0.6 mg/kg
ozone therapy administered for 1 min intraperitoneal
simultaneous to the 50 mg/kg subcutaneous cefepime
for 7 days. 3rd group: Rats in this group had single dose of 1.1 mg/kg
ozone therapy, different to the 2nd group, administered
for 1 min intraperitoneal simultaneous to the 50 mg/kg
subcutaneous cefepime for 7 days. Abstract Purpose: This experimental sepsis model created with Escherichia coli aimed to investigate the
histopathological effects of two different doses of ozone combined with antibiotherapy on lung tissue. Methods: Rats were divided into 5 groups. Then sepsis was induced intraperitoneally in the first 4
groups. The 1st group was treated with cefepime, the 2nd and 3rd groups were treated with cefepime
combined with ozone at a dose of 0.6 mg/kg and 1.1 mg/kg. Lung tissue sections were stained
with hematoxylin-eosin and assessed under light microscope and scored between 0-4 in terms of
histopathological findings. Results: In the comparisons between Group 1 and Group 4 in terms of cellular damage (p=0.030),
inflammation (p=0.000) and overall score (p=0.007), statistically significant positive effects were
observed in favor of Group 1. In the comparisons of Groups 2 and 3 with Group 4, only positive effects
were observed in terms of inflammation (p=0.020, p=0.012, respectively). Conclusion: Although negative histopathological effects of ozone on tissue injury were detected,
it was noteworthy that the increase in the ozone dose reduced the number of damaged parameters. Key words: Lung. Ozone. Sepsis. Rats. Key words: Lung. Ozone. Sepsis. Rats. DOI: http://dx.doi.org/10.1590/s0102-865020200060000004 Acta Cir Bras. 2020;35(6):e202000604 Acta Cir Bras. 2020;35(6):e202000604 Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. (File Registration Number: 2018/1800080971 &
Decision number: 2018/06-06). Our study included
40 male Sprague-Dawley rats with mean weight
350-400 g in appropriate condition. During the study,
rats were kept in ÇOMÜ Experimental Research
Center in wire cages with 12-hour night-12-hour
day circadian rhythm, environmental temperature
24-26°C and humidity 50-60%. Rats were fed with
standard commercial feed and municipal drinking
water. Rat feed was stopped 12 hours before the study;
however, water was given freely during this time. All rat care was performed in accordance with the
“Regulation on the Welfare and Protection of Animals
Used for Experimental and Other Scientific Purposes”
(13.12.2011-28141) prepared by the Ministry of Food,
Agriculture and Livestock. Experimental groups Experimental animals were randomly divided into
5 groups with equal numbers (n=8). Sepsis was induced
in rats in the first 4 of these groups with 2.1x109
CFU/mL Escherichia coli ATCC 25922 administered in
1 mL saline via the intraperitoneal route in 32 rats. Rats in the 5th group only had 1 mL intraperitoneal
saline administered. i
Medical ozone therapy is an alternative treatment
model linked to the administration of ozone and gas
mixture with oxygen to body fluids or cavities. To date,
clinical and experimental studies have shown that
ozone therapy is beneficial for inflammation-mediated
diseases like infected wounds, chronic skin ulcers,
burns and advanced ischemic diseases10. Ozone/
oxygen mixtures are reported to display a variety of
effects on the immune system like phagocytic activity
modulation11. Additionally, ozone therapy is proposed
to cause increased antioxidant enzyme expression12. Additionally, it is known that ozone is also an immune
system modulator. Though antiseptic properties of ozone
are well known, it may harm not just the pathogen but
also the patient linked to dose and exposure duration13. Ozone is one of the strongest oxidants and may show
unwanted effects through a variety of mechanisms like
free radical formation, lipid peroxidation, enzymatic
activity loss, changes in membrane permeability, direct
organ inflammation and injury14. Based on the known
positive and negative effects of ozone, in our study
we aimed to assess the effect of two different doses
of ozone therapy added to antibiotic treatment in an
experimental sepsis model induced with Escherichia
coli on the histopathologic findings observed in the
inflammatory process in the lungs. Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. ■Methods Ethical approval was obtained from Çanakkale
Onsekiz Mart University Ethical Board of Animal Studies 2 Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. Acta Cir Bras. 2020;35(6):e202000604 Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. 4th group: Rats in this group were not given any
treatment after administration of Escherichia coli by the
intraperitoneal route with the aim of inducing sepsis. accessing the thorax cavity with median sternotomy
and rats were sacrificed. In the blood samples, the
diagnosis of sepsis was confirmed by working with the
rats Escherichia coli protein (E.coli P) enzyme-linked
immunosorbent assays (ELISA) kits (Shangai Coon
Koon Biotech Co, China). In view of the data on the
researched serums, the very low level of E.coli P in the
rats of the control group was construed and reported
as the absence of sepsis. The statistically significant
differences concerning the presence of E.coli P in the
first four groups in comparison with the control groups
signify that sepsis was successfully induced in these
groups (Fig. 1). 5th group: Rats in this group did not have a sepsis
model induced, but were administered 1 mL saline
intraperitoneal at the start and were only administered
subcutaneous saline at equivalent times to the
treatments in the other groups. Twenty-four hours after the final treatment in our
study, rats were administered high-dose anesthetics
(xylazine - 10 mg/kg and ketamine - 80 mg/kg) and
lung tissue samples and blood samples were taken by Randomized Male
Sprague Dawley Rats
n = 40
n = 8
n = 8
n = 8
n = 8
n = 8
n = 0
n = 0
n = 1
n = 0
n = 0
n = 8
n = 8
n = 7
n = 8
Analyzed
Analyzed
Analyzed
Analyzed
Analyzed
Died
Died
Died
Died
(Day 6)
Died
Group II
Group III
Group IV
Group V
Figure 1 - Study flow chart. ■Methods Hemorrhage, cellular injury,
alveoloseptal thickening and inflammation were scored
from 0-4 and a general injury score (total score) was
obtained by summing all scores per case. ■Methods Randomized Male
Sprague Dawley Rats
n = 40
n = 8
n = 8
n = 8
n = 8
n = 8
n = 0
n = 0
n = 1
n = 0
n = 0
n = 8
n = 8
n = 7
n = 8
Analyzed
Analyzed
Analyzed
Analyzed
Analyzed
Died
Died
Died
Died
(Day 6)
Died
Group II
Group III
Group IV
Group V
Figure 1 - Study flow chart. Lung tissue samples were fixated for 24 hours in
10% buffered formalin solution. Later, tissue monitoring
procedures were performed appropriate to groups
and tissues were submerged in paraffin. Sections with
4-micron thickness were taken from the prepared
paraffin blocks and stained with hematoxylin & eosin
(H&E) before being investigated with a light microscope
(Olympus BX46, Japan) at magnification above 10 fields15. The tissues were assessed by the parameters used
by Yamanel et al.16 with some modification and their
scoring system was used. Hemorrhage, cellular injury,
alveoloseptal thickening and inflammation were scored
from 0-4 and a general injury score (total score) was
obtained by summing all scores per case. Statistical analysis
Maximum care was taken to use the lowest number
of animals necessary to gain scientific quality from
the methods applied in the study and the obtained
results. Analysis of data used the Statistical Package
for the Social Sciences for Windows Evaluation v. 15.0 (SPSS, Chicago, IL, USA) program. Results are
given as median and minimum-maximum values. Comparisons of groups used the Mann-Whitney U
test. Tests were completed in the 95% confidence
interval and values with p lower than 0.05 were
accepted as statistically significant. Randomized Male
Sprague Dawley Rats Group III Group II n = 0
Died Died
(Day 6) Died Died n = 0 Analyzed Analyzed Figure 1 - Study flow chart. Lung tissue samples were fixated for 24 hours in
10% buffered formalin solution. Later, tissue monitoring
procedures were performed appropriate to groups
and tissues were submerged in paraffin. Sections with
4-micron thickness were taken from the prepared
paraffin blocks and stained with hematoxylin & eosin
(H&E) before being investigated with a light microscope
(Olympus BX46, Japan) at magnification above 10 fields15. The tissues were assessed by the parameters used
by Yamanel et al.16 with some modification and their
scoring system was used. Statistical analysis Lung tissue samples were fixated for 24 hours in
10% buffered formalin solution. Later, tissue monitoring
procedures were performed appropriate to groups
and tissues were submerged in paraffin. Sections with
4-micron thickness were taken from the prepared
paraffin blocks and stained with hematoxylin & eosin
(H&E) before being investigated with a light microscope
(Olympus BX46, Japan) at magnification above 10 fields15.i Maximum care was taken to use the lowest number
of animals necessary to gain scientific quality from
the methods applied in the study and the obtained
results. Analysis of data used the Statistical Package
for the Social Sciences for Windows Evaluation v. 15.0 (SPSS, Chicago, IL, USA) program. Results are
given as median and minimum-maximum values. Comparisons of groups used the Mann-Whitney U
test. Tests were completed in the 95% confidence
interval and values with p lower than 0.05 were
accepted as statistically significant. The tissues were assessed by the parameters used
by Yamanel et al.16 with some modification and their
scoring system was used. Hemorrhage, cellular injury,
alveoloseptal thickening and inflammation were scored
from 0-4 and a general injury score (total score) was
obtained by summing all scores per case. 3 Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. Acta Cir Bras. 2020;35(6):e202000604 Histopathological findings When Group 4 is compared with Group 2 and Group 3,
positive effects were only observed in Groups 2 and 3 for
inflammation (p=0.020, p=0.012, respectively), with no
statistical significance for the other parameters (p>0.05).iii As the histopathologic findings observed in the study
are categoric data, the median and interval values are
presented in Table 1. When Group 4 is compared with the
control group of Group 5, Group 4 was identified to have
more statistically significant injury in terms of cellular
damage (p=0.030), alveoloseptal thickening (p=0.037),
inflammation (p=0.001) and total score (p=0.009), with
no significant difference between the groups in terms of
hemorrhage (p=0.663). While there was no statistical significance for
hemorrhage between Group 1 and Group 2 (p=0.655),
there were clear positive effects in Group 1 for cellular
damage (p=0.002), alveoloseptal thickening (p=0.044),
inflammation (p=0.002) and total score (p=0.017). When Group 1 is compared with Group 3, there
was no statistical significance for bleeding (p=0.901),
alveoloseptal thickening (p=0.081) and inflammation
(p=0.054), but positive effects were pronounced in
Group 1 for cellular injury (p=0.002) and total score
(p=0.035). Histopathologic findings of the groups are
demonstrated in Figure 2. Comparison of Groups 2 and
3 did not have any statistical significance (p>0.05). When Group 4 is compared with Group 1, there
was no statistical significance for bleeding (p=0.428)
and alveoloseptal thickening (p=0.085), while there
were clear positive effects in Group 1 for cellular injury
(p=0.030), inflammation (p=0.000) and total score
(p=0.007). Table 1 - Statistical significance with value intervals and median values for histopathological findings. Group 1
Median (Min-Max)
Group 2
Median (Min-Max)
Group 3*
Median (Min-Max)
Group 4
Median (Min-Max)
Group 5
Median (Min-Max)
Bleeding
2/2 (1-3)
1/1 (1-4)
2 (1-3)
2/2 (1-4)
2/2 (1-4)
Cellular Damage
0/0 (0-1)b
1/1 (1-3)a,c
2 (1-3)a,c
1/1 (0-3)a,c
0/0 (0-1)b
Alveoloseptal Thickening
0/0 (0-1)
1/2 (0-3)a,c
1 (0-3)a
1/1 (0-3)a
0/0 (0-1)b
Inflammation
0/0 (0-1)b
1/1 (1-3)a,b,c
1 (0-3)b
2/3 (2-4)a,c
0/0 (0-1)b
Total Score
2/2 (1-5)b
5/8 (3-11)a,c
6 (2-11)c
7/8 (3-12)a,c
3/3 (1-7)b
a: p<0.05, when compared with Group 5, b: p<0.05, when compared with Group 4, c: p<0.05, when compared with Group 1. *: As Group
3 only included 7 rats there is one median value, the other groups comprised 8 rats and had 2 median values. nificance with value intervals and median values for histopathological findings. ■Discussion Sepsis-linked acute lung injury is an important
cause of morbidity and mortality in adults and
children and significantly contributes to intensive
care costs17-20. Many studies have created pioneering
ideas for the use of ozone as a strong antimicrobial
agent21-24. Ozone is a strong oxidizing agent and
important disinfectant. According to literature data,
exposure of bacteria, spores and viruses to ozone for
only a few minutes causes inactivation25-26. Studies by
Ricevudi et al.27 proposed oxygen-ozone treatment as
a new immunotherapeutic treatment method for the
viral agent COVID-19 causing this pandemic and that
patients with COVID-19 using this in combination with
other treatment methods would benefit from the
assisting and synergic effects of ozone therapy. Again,
as stated by Ricevudi et al.27 the need for more studies
is clear. The bactericidal effect of ozone is linked to
attacking the biological material in microorganisms
through the oxidation pathway. In fact, the antibacterial
effect of ozone is said to be more effective than iodine
and chlorine23,28. Previous experimental studies have
shown that ozone therapy has experimental benefits
on pathologic processes16,23,29. In many organs like
pancreas, peritoneum, liver, mesenteric lymph nodes
and cecum, ozone therapy has proven reducing
effects on bacterial translocation16. In an experimental
necrotizing pancreatitis model, ozone therapy was
seen to be more effective to reduce oxidative stress
levels, tissue injury and bacterial translocation
rates compared to hyperbaric oxygen treatment30. Schulz et al.31 observed a decrease in polymicrobial
peritonitis after they administered intraperitoneal
ozone. Çakır et al.32 reported the systemic inflammatory
response markers of TNF-alpha and IL-1B levels
reduced after ozone treatment. An experimental
sepsis study by Yamanel et al.16 compared hyperbaric
oxygen treatment with ozone therapy and identified
that both methods lowered oxidative stress indices,
myeloperoxidase activity and serum proinflammatory
cytokine levels. As a result, histopathologic injury
reduced in the lung tissue of septic rats and ozone
therapy showed to provide more benefits according
to histopathologic injury scores and IL-1B levels. As a
result of the experimental study, they proposed that
ozone therapy may be a complementary medicine
treatment method that could be applied together with
antibiotherapy for sepsis. Additionally, studies have shown that ozone causes ii In our study, positive effects were observed in terms
of inflammation in Group 2 and Group 3 with added ozone
therapy (p=0.020, p=0.012, respectively). However, it is
considered that these effects are due more to antibiotic
effects rather than to ozone therapy. Histopathological findings ble 1 - Statistical significance with value intervals and median values for histopathological findings. a: p<0.05, when compared with Group 5, b: p<0.05, when compared with Group 4, c: p<0.05, when compared with Group 1. *: As Group
3 only included 7 rats there is one median value, the other groups comprised 8 rats and had 2 median values. a: p<0.05, when compared with Group 5, b: p<0.05, when compared with Group 4, c: p<0.05, when compared w
3 only included 7 rats there is one median value, the other groups comprised 8 rats and had 2 median values. 1
2
3
4
5
6
Figure 2 - Some histopathologic section samples from the groups. 1. Group 5: Lung tissue at morphological limits (H&E,
x100); 2. Group 4: Vascular congestion, severe intraalveolar hemorrhage and parenchymal inflammation (H&E, x100);
3. Group 4: Peribronchial inflammation (H&E, x200); 4. Group 1: Vascular congestion, moderate intraalveolar hemorrhage
and parenchymal inflammation (H&E, x100); 5. Group 2: Vascular congestion and moderate parenchymal inflammation
(H&E, x100); 6. Group 3: Vascular congestion and moderate parenchymal inflammation (H&E, x100). 1
2
3
4
5
6 Figure 2 - Some histopathologic section samples from the groups. 1. Group 5: Lung tissue at morphological limits (H&E,
x100); 2. Group 4: Vascular congestion, severe intraalveolar hemorrhage and parenchymal inflammation (H&E, x100);
3. Group 4: Peribronchial inflammation (H&E, x200); 4. Group 1: Vascular congestion, moderate intraalveolar hemorrhage
and parenchymal inflammation (H&E, x100); 5. Group 2: Vascular congestion and moderate parenchymal inflammation
(H&E, x100); 6. Group 3: Vascular congestion and moderate parenchymal inflammation (H&E, x100). 4 Acta Cir Bras. 2020;35(6):e202000604 Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. Pulmonary effects of ozone therapy at different doses combined with
antibioticotherapy in experimental sepsis model
Kapicibaşi HO et al. desquamation and alveolar septal injury results in
emphysema
and
airway
hyperresponsiveness33,34. Ozone-linked injury and inflammation is linked to the
dose and frequency of ozone exposure35. if ■Discussion The source point
for this thought is that the cellular injury, inflammation,
alveoloseptal thickening and general histopathologic
scores in Group 1, only administered antibiotics, were
at statistically significantly low levels compared to Group
2 (p=0.002, p=0.002, p=0.044, p=0.0017, respectively). Similarly, the cellular injury and general histopathologic
score were observed at statistically significantly low
levels in Group 1, administered only with antibiotic,
compared to Group 3, administered with high-dose
ozone (p=0.002, p=0.035, respectively).i When the results of our study are investigated,
it was identified that ozone increased the negative
histopathologic effects induced in the lung by
inflammation. However, as the dose of ozone increased,
the fall in the number of parameters with statistical
significance confirms that positive effects may occur
if the dose of ozone used was increased. Additionally,
a limitation of our study is that there was no group
administered with ozone therapy alone after sepsis, so
the histopathologic effects of ozone on lung tissue in
sepsis could not be assessed. ■Conclusion Data obtained as a result of our study lead to the
consideration that ozone therapy administered in
addition to antibiotherapy may cause negative effects
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AP, Ribeiro L, Smith D, Umetsu D, Levy BD, Shore SA. IL-33 drives
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FMC, Shore SA. γδ T cells are required for M2 macrophage
polarization and resolution of ozone-induced pulmonary 34. ■References Mathews JA, Kasahara DI, Ribeiro L, Wurmbrand AP, Ninin
FMC, Shore SA. γδ T cells are required for M2 macrophage
polarization and resolution of ozone-induced pulmonary Correspondence:
Hasan Oğuz Kapicibaşi
Çanakkale Onsekiz Mart University Faculty of Medicine,
Department of Thoracic Surgery
17100, Kepez, Çanakkale Turkey
Phone: +90 532 377 99 07
hokan@comu.edu.tr
Received: Feb 15, 2020
Reviewed: Apr 13, 2020
Accepted: May 11, 2020
Conflict of interest: none
Financial source: none
1Research performed at Canakkale Onsekiz Mart
University, Faculty of Medicine, Experimental Research
Application and Research Center, Canakkale, Turkey. This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution,
and reproduction in any medium, provided the original work is properly cited. Conflict of interest: none
Financial source: none p
34. Mathews JA, Kasahara DI, Ribeiro L, Wurmbrand AP, Ninin
FMC, Shore SA. γδ T cells are required for M2 macrophage
polarization and resolution of ozone-induced pulmonary 33. Mathews JA, Krishnamoorthy N, Kasahara DI, Cho Y, Wurmbrand
AP, Ribeiro L, Smith D, Umetsu D, Levy BD, Shore SA. IL-33 drives
augmented responses to ozone in obese mice. Environ Health
Perspect. 2017;125(2):246–53. doi: 10.1289/EHP272. Conflict of interest: none
Financial source: none Correspondence:
Hasan Oğuz Kapicibaşi
Çanakkale Onsekiz Mart University Faculty of Medicine,
Department of Thoracic Surgery
17100, Kepez, Çanakkale Turkey
Phone: +90 532 377 99 07
hokan@comu.edu.tr 1Research performed at Canakkale Onsekiz Mart
University, Faculty of Medicine, Experimental Research
Application and Research Center, Canakkale, Turkey. This is an Open Access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution,
and reproduction in any medium, provided the original work is properly cited. 7 7
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1
Agradecemos ao apoio financeiro propiciado pela Fundação de Apoio à Pesquisa do Distrito Federal, que
possibilitou a apresentação oral deste trabalho no GT 22 da XII Reunião de Antropologia do Mercosul. R@U, 12 (2), jul./dez. 2020: 131-155. R@U, 12 (2), jul./dez. 2020: 131-155. Carolina Perini de Almeida
Doutoranda em Antropologia Social pela Universidade de Brasília
carol_perini@yahoo.com.br Carolina Perini de Almeida
Doutoranda em Antropologia Social pela Universidade de Brasília
carol_perini@yahoo.com.br Cíntia Engel
Doutora em Antropologia Social pela Universidade de Brasília1
cintiaengel@gmail.com Cíntia Engel
Doutora em Antropologia Social pela Universidade de Brasília1
cintiaengel@gmail.com Fazendo corpos e parentes: como grafar cotidianos? Carolina Perini de Almeida
Doutoranda em Antropologia Social pela Universidade de Brasília
carol_perini@yahoo.com.br Abstract We both decided to go back to our ethnographic fields – kinship in Terena villages in the
Pantanal of Mato Grosso do Sul (Brazil) and family reorganizations for caring of dementia
in the urban Federal District of Brazil. Not to go further, but to try again. We realized that
we needed to write about the various times and cadences of daily life, from idleness to that
which sounds invisible. We thus seek to bring effects of the sensible and to produce effects
by writing, trying to consider that “language is never the simple attire of a thought that
knows itself with all clarity” (Merleau-Ponty 2012: 12). This has multiple and unforeseen
implications, the main one being the construction of unfinished texts, permeable to the
extent that they do not contain all the possibilities of questions and answers and require
of themselves to be rewritten, and therefore, to be transformed into something else to
remain engaged with their effects. Keywords: everyday life; body; kinship; care; ethnography. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Resumo Ambas decidimos voltar aos nossos campos etnográficos – a feitura de parentesco
em aldeias Terena no pantanal sul-mato-grossense e as reorganizações familiares
para o cuidado da demência em Brasília – não para ir além, mas para tentar de novo,
experimentar e escrever sobre algo que facilmente escapa: os diversos tempos e
cadências do cotidiano, do ócio àquilo que soa invisível. Buscamos, assim, trazer efeitos
do sensível e produzir efeitos pela grafia, tentando levar em conta que “a linguagem
jamais é a simples vestimenta de um pensamento que conhece a si mesmo com toda
a clareza” (Merleau-Ponty 2012: 12). Isso possui implicações múltiplas e imprevistas,
sendo a principal delas a construção de textos-tentativas, permeáveis na medida em
que não contenham todas as possibilidades de perguntas e respostas e exijam de si
serem reescritos, e, portanto, transformarem-se em outra coisa, para continuarem
engajados com seus efeitos. Palavras-chave: cotidiano; corpo; parentesco; cuidado; etnografia. 1
Agradecemos ao apoio financeiro propiciado pela Fundação de Apoio à Pesquisa do Distrito Federal, que
possibilitou a apresentação oral deste trabalho no GT 22 da XII Reunião de Antropologia do Mercosul. Fazendo corpos e parentes: como grafar cotidianos? 132 Carolina Perini de Almeida e Cíntia Engel múltiplas e imprevistas, sendo a principal delas a construção de textos-tentativas,
permeáveis na medida em que não contenham todas as possibilidades de perguntas e
respostas e exijam de si serem reescritos, e, portanto, transformarem-se em outra coisa,
para continuarem engajados com os seus efeitos. Por ser um diálogo, algumas vezes escrevemos juntas, ao mesmo tempo, e, assim,
usamos a primeira pessoa do plural. Evocamos juntas. Mas, às vezes, falamos na primeira
pessoa do singular, aquela que orientou nossas escritas em momentos divorciados. Trazemos uma para a outra as nossas tentativas de texto e as colocamos em diálogo para
evocar junto. Não queremos comparar campos e, assim, produzir qualquer tipo de análise
comparativa ou transcultural; queremos, sim, lidar com um desafio que nos afeta ambas
e nos situa em determinados debates em torno dos projetos de conhecimento e criação
com a etnografia. Eu, Carolina, busco pensar sobre alguns aspectos do cotidiano de meus
interlocutores Terena – povo indígena da família linguística Aruak, habitante do pantanal
sul-mato-grossense – nas aldeias Argola (Akulea) e Cachoeirinha (Mbokoti), da Terra
Indígena Cachoeirinha, em Miranda-MS (e também nas cidades sul-mato-grossenses para
as quais se deslocam com frequência). Para tanto, tomo como ponto de partida a noção
que me foi apresentada e com a qual venho trabalhando até o momento: xuve ko’ovokuti. Como tentarei apontar, o termo xuve pode se referir tanto à posição social alcançada a
partir do investimento pessoal e do reconhecimento público, quanto ao coletivo de pessoas
e a lugares. Na leitura indígena, tal como a planta, o xuve tem raízes e sementes, nasce,
cresce e morre. O que me fez insistir no palpite de que poderia se tratar de uma metáfora
vivida, que diz sobre crescimento por multiplicação, proliferação e, sobretudo, relações. Em certos pontos, minhas tentativas de escrita sobre os troncos têm passado a ressoar
a partir do diálogo com Cíntia, especialmente quando ela escreve buscando encontrar
espaço para a conformação de redes de solidariedade e para modulações da escuta. Desse
diálogo, ao invés de construir uma ponte entre realidades tão distintas, tenho procurado
compreender nossas grafias como o próprio rio sobre o qual a ponte passa. Como propõe
Coelho de Souza (2017:111), a capilaridade do rio e de suas margens abertas na terra,
sem fronteiras ou limites, seriam imagens mais adequadas para a evocação da vida como
simbiose, co-existência e co-constituição. Introdução A tentativa e modo de ser deste artigo é um diálogo entre perspectivas e campos
etnográficos distintos. Em alguma medida, eles causam em nós reflexões que se articulam. Talvez pelo modo de ser das relações, pela oportunidade de ver relações criando e fazendo
mundo, e pelos desafios que diferentes mundos enfrentam em fazer-viver junto, em
articulação e interdependência com pessoas, terra, substância, medicamentos, cuidados. Ambas decidimos voltar aos nossos campos etnográficos – a feitura de parentesco em
aldeias Terena no pantanal sul-mato-grossense e as reorganizações familiares para o
cuidado da demência em Brasília – não para ir além, mas para tentar de novo, experimentar. Existem questões que apreendemos em campo e que foram (e, em alguma medida,
ainda são) de difícil articulação pela escrita. Em campo, partilhamos certos gestos,
olhares, jeitos de fazer, ser, conversar; além de paisagens e espaços feitos disso tudo. Por
nossos sentidos entramos em contato com delicadezas de convivência, com demandas e
possibilidades de mundo. Articular tais processos por meio da escrita é um desafio. Ainda
nos parece fundamental nos engajarmos com os efeitos dos nossos textos e experiências
anteriores e continuar tentando expressar. Esse texto é uma experiência-desafio. Vamos tomar a liberdade de tentar, encarando
de forma aberta que “a linguagem jamais é a simples vestimenta de um pensamento que
conhece a si mesmo com toda a clareza” (Merleau-Ponty 2012: 12). Isso possui implicações Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 133 Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 2
Seguindo a proposta do texto, consideramos importante destacar que ele foi escrito, debatido e refeito
entre o final de 2017 e início de 2019 e que, de lá para cá, foram alguns os efeitos e engajamentos
gerados. Em parte, este diálogo inspirou uma discussão sobre ética, cuidado e escrita sistematizada no
interlúdio da tese da Cíntia (Engel 2020:228). De outro lado, esta experiência tem mobilizado a busca
de sentido para minha escrita de tese durante uma pandemia com bebê em casa e sem rede de apoio.
As questões: por quê e para quê escrever persistem e podemos dizer que o artigo em si foi e continua
sendo reescrito e transformado em outras coisas – segue, pois, como um rascunho de futuros rascunhos
e tentativas etnográficas. Fazendo corpos e parentes: como grafar cotidianos? Fazendo corpos e parentes: como grafar cotidianos? 134 de cuidado e manejo de substâncias. Convivi com técnicas, exercícios cotidianos de
cooperação e lidas com efeitos de medicamentos, interações entre eles, entre médicos,
entre sintomas e, em conjunto, com relações de divisão, partilha, cooperação e conflito entre
lógicas, pessoas e mundos. Com esse campo, tenho tido alguns desafios, especialmente
para articular em escrita diversas relações complexas que compõem corpos, demências,
pessoas e redes sociotécnicas – deixando que o cotidiano e suas cadências ordinárias
tenham protagonismo. Gostaria de narrar sem estabilizar o que vem a ser demência, ou
cuidado, ou uso de medicamentos, ou mesmo corpos, direitos, interações e partilhas. Aqui,
nesse texto, quero aprender com Carolina a pensar sobre os modos de narrar experiências
etnográficas de convivência. Nós iremos, a partir de agora, (re)escrever sobre esses dois campos para, em
seguida, tentar articular juntas as questões que nos motivaram a refletir sobre a grafia,
em suas potencialidades e desafios. A partir da tentativa de escrita desse texto, voltamos a
colocar em jogo os efeitos com os quais queremos continuar engajadas em nossos campos,
com os desafios narrativos de fazer isso e com o que pensamos ser importante nesse
exercício por ora: por quê, e para quê, escrever2. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Já eu, Cíntia, tenho pesquisado a vida com demências no Distrito Federal junto de
um centro multidisciplinar de geriatria e de mundos que se articulam com ele ou em algum
tipo de relação com ele. Parte do meu campo envolve as lógicas de cuidado e manejo de
substâncias por esse centro, outra parte me relaciona a algumas famílias e seus cotidianos Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 135 Da primeira vez que encontrei com Seu Calixto – xuve morador da aldeia urbana
Marçal de Souza, meu primeiro amigo e interlocutor Terena (que, infelizmente, nos deixou
em 2017, com 87 anos) – para apresentar e discutir com ele o tema da minha pesquisa
de mestrado, ele argumentou como era importante haver pessoas que estudassem e
tentassem entender o que os índios realmente precisam. Disse-me que, se quisesse saber
sobre os parentes dele, teria que ir para a aldeia, pois sua família “levava” para lá. E, por
fim, acrescentou que os purutuye3 precisavam ir viver um pouco com os índios para que
pudessem “sentir” a realidade indígena. Sua última colocação chamou de súbito minha
atenção por tocar exatamente no que acredito estar em jogo no engajamento antropológico. Em campo sentimos com o nosso corpo tudo o que queremos mais tarde transformar em
texto. É o nosso corpo engajado que permite o saber antropológico, e isso vai além da
simples emoção e empatia, ainda que não as exclua. De sorte que, motivada por ele, parti
para a aldeia Argola para viver com seus parentes e “sentir” um pouco daquela realidade. Sem saber direito explicar o que é que queria estudar daquela vez, nessas primeiras
viagens me limitava a dizer que queria entender a “família Terena”4. Pensando e perguntando sobre as ressonâncias da noção de “família”, cheguei
à noção de xuve. Pude compreendê-la na medida em que me vi envolvida em diversas
situações cotidianas das quais participei e nas quais aprendi não apenas sobre os troncos,
mas sobre outros tipos especiais de laços que as pessoas estabelecem umas com as outras. Inspirada por Carsten (2000), penso que, conquanto tais laços, formas de relatedness,
possam às vezes ser descritos em termos genealógicos, também podem ser apreendidos
de outras maneiras. De modo que, com o dia a dia vivido na aldeia, desvelaram-se “novos
significados e novas experiências de estar relacionado” (Carsten 2000: 34, tradução
minha). Tentarei resumir minha compreensão da questão até aqui. Tendo em vista que “O ideal Terena é, pois, viver entre parentes” (Pereira 2009:
79), as ideias em torno de o que é, quem é e como deve se portar um parente são centrais
para se entender qualquer processo social relacionado aos Terena. 4
É preciso dizer que no idioma Terena não existe palavra que equivalha literalmente à “família”, sendo
a melhor aproximação a noção de iyenoxapa, traduzida para mim como “meu grupo”, “meu pessoal”
e “meus parentes”. A ideia de “casa” (ovokuti) também é fortemente associada à de “família”; mais do
que isso, a associação entre coletivo de parentes e lugares revela o quanto as dinâmicas de parentesco
são espacializadas nesse contexto, por isso considero a possibilidade de se pensar esses modos de se
relacionar expressos pela metáfora do tronco como também constituidores de “paisagens” Os troncos como metáforas vividas: crescer, conviver e multiplicar DESPALAVRA
Hoje eu atingi o reino das imagens, o reino da despalavra. Daqui vem que todas as coisas podem ter qualidades humanas. Daqui vem que todas as coisas podem ter qualidades de pássaros. Daqui vem que todas as pedras podem ter qualidades de sapo. Daqui vem que todos os poetas podem ter qualidades de árvores. Daqui vem que os poetas podem arborizar os pássaros. Daqui vem que todos os poetas podem humanizar as águas. Daqui vem que os poetas devem aumentar o mundo com as suas metáforas. Que os poetas podem ser pré-coisas, pré-vermes, podem ser pré-musgos. Daqui vem que os poetas podem compreender o mundo sem conceitos. Que os poetas podem refazer o mundo por imagens, por eflúvios, por afeto. (Manoel de Barros 2001) 2
Seguindo a proposta do texto, consideramos importante destacar que ele foi escrito, debatido e refeito
entre o final de 2017 e início de 2019 e que, de lá para cá, foram alguns os efeitos e engajamentos
gerados. Em parte, este diálogo inspirou uma discussão sobre ética, cuidado e escrita sistematizada no
interlúdio da tese da Cíntia (Engel 2020:228). De outro lado, esta experiência tem mobilizado a busca
de sentido para minha escrita de tese durante uma pandemia com bebê em casa e sem rede de apoio. As questões: por quê e para quê escrever persistem e podemos dizer que o artigo em si foi e continua
sendo reescrito e transformado em outras coisas – segue, pois, como um rascunho de futuros rascunhos
e tentativas etnográficas. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 3
Termo da língua Terena derivado de “português” para se referir primeiramente aos eur
posteriormente, aos não indígenas brasileiros. Fazendo corpos e parentes: como grafar cotidianos? 136 esferas da vida desse povo. A partir de suas formulações, pude orientar a interpretação do
meu material etnográfico e chegar aos xuve ko’ovokuti. Ou, na realidade, partir deles, como
me instaram sempre meus instrutores Terena, aliás. esferas da vida desse povo. A partir de suas formulações, pude orientar a interpretação do
meu material etnográfico e chegar aos xuve ko’ovokuti. Ou, na realidade, partir deles, como
me instaram sempre meus instrutores Terena, aliás. Xuve é o termo empregado para tronco de árvore. Ovokuti, da raiz ovoku (casa/
home, que Seu Aristides traduziu como “casa dele”), acrescido da partícula ti seria “casa
nossa” (ovoku-ti), “nossa casa”, “nosso lar”. O sentido corrente do termo, como o traduziram
para mim, seria o de “casa da família”, e é essa extensão de tradução que tenho utilizado. No
cotidiano da aldeia, o termo xuve pode se referir ao “tronco da casa”, “tronco que chama os
filhos” ou ao “chefe de casa/família”, designando tanto uma posição social dependente do
investimento pessoal e do reconhecimento público, quanto coletivos de pessoas e lugares. Ademais, como dito acima, esta noção faz render a imagem vegetal a que o termo remete. Inicialmente, havia tomado como “confusão” o fato de que não conseguia encontrar
na bibliografia sobre os Terena, e muito menos nas conversas com as pessoas em campo,
um consenso sobre se a noção dos troncos fazia referência a coletivos de pessoas, a lugares
ou a sujeitos em uma determinada posição. Formulei, então, a questão que hoje percebo
que de tão ruim era boa por exigir a reformulação de seus próprios termos: é o xuve pessoa
ou coletivo? Autor que mais detidamente refletiu sobre o tema, Pereira (2009) definiu os
troncos, de modo geral, como um grupo de pessoas unidas por relações de parentesco e
amizade sob a liderança de um indivíduo ou casal de idosos. Ainda que a fala transcrita
por ele se reporte ao tronco como sujeito (“O tronco tem que saber conversar, saber
fazer a convivência boa, fazer agrado, aí o nome dele vai correndo longe” PEREIRA,
2009: 57) e que tenha esclarecido que os anciãos são também identificados como tronco,
analiticamente, o antropólogo optou pela expressão de “líder do tronco” ao fazer menção
ao sujeito individual. Não obstante, o que antes tomei como “certa imprecisão na bibliografia” (Perini de
Almeida, 2013) era, na verdade, reflexo do fato de que nosso vocabulário não acompanha
o vernáculo. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Por isso considero que
as elaborações de Pereira sobre os troncos, intrinsecamente relacionados a um ethos e
à concepções muito particulares de civilidade e etiqueta – já que engendram “estilos de
vida” –, foram fundamentais para minha percepção dessa dinâmica articulada a outras Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? Carolina Perini de Almeida e Cíntia Engel 137 formam esses coletivos. Nesse sentido, as ponderações de Pereira sobre a relação dos
troncos com “estilos de vida” e padrões comportamentais são bastante sugestivas, abrindo
questões para além da obsessão sociologista com os grupos e seus governantes, com as
unidades sociais e as suas chefias. Na mesma direção, atentando para o caráter dinâmico –
vivo – do xuve, e para as implicações da metáfora vegetal por meio da qual seu significado
se desdobra, é que quero buscar uma maior compreensão das noções e das vidas dos
meus interlocutores. Parafraseando Seu Aristides – senhor de cerca de 70 anos, um de meus anfitriões
na aldeia e quem me concedeu uma das explicações mais sistemáticas sobre os troncos
até aqui – o xuve é “orientador”, é o tronco que orienta os filhos e tudo vem da orientação
dele, inclusive o processo de construção de mais famílias e formação de novos xuve. É dele
que partem os rumos (os ramos) para a família. Ele também deve prezar pela manutenção
da ordem e da harmonia; deve ser sábio e experiente para falar bem e dar bons conselhos;
deve, com suas atitudes, dar o “exemplo” de boa conduta; deve ter bons modos e evitar
o conflito aberto; deve saber se adaptar e tirar o melhor proveito das mais diversas e
adversas situações; além de organizar e liderar a vida econômica da família, especialmente
na lida com a terra. Com esses atributos pode se considerar o responsável por todos que
convivem em sua área. O tronco que gera sementes também é raiz, encarna a história
e partilha memória. Assim, o tronco bem-sucedido torna-se um colecionador de boas
relações e coloca-se em constante movimento, seu nome “corre longe”. Da forma pela qual venho expondo a noção de xuve até o presente o/a leitor/a
poderá ter a impressão de que essa figura é essencialmente masculina. Porém, tal impressão
não corresponde inteiramente ao que observei na aldeia. A importância do casamento
e da condição de homem casado para o xuve, além de evidenciar o aspecto processual
da formação do tronco, revela a importância da mulher nesse universo. O tronco, como
processo iniciado com o casamento, tem como lócus de sua força o casal, por isso a êno
ko’ovokuti (êno-ko-ovokuti, “mãe”; 3º pessoa singular; casa; “mãe da família/nossa casa”)
é crucial ao xuve. Fazendo corpos e parentes: como grafar cotidianos? Talvez por esse motivo, não ter conseguido decidir entre pessoa e coletivo foi
sentido por mim, a princípio, como “inconsistência”. Estamos, todavia, diante de um modo
de vida – pensamento – que não se pauta pelo regime do um ou muitos como em outras
partes da América indígena (cf. Stolze Lima 1996; Sztutman 2002). O xuve não apenas pode ser tanto um e muitos, como também pode ser dois – um
par! Assim, minha percepção foi a de que meus interlocutores, ao falarem em troncos,
além de se referirem aos agrupamentos domésticos familiares ou locais, remetiam
principalmente ao próprio indivíduo ou mesmo casal de idosos em torno de quem se Carolina Perini de Almeida e Cíntia Engel Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Como disse Seu Aristides, “já sai da família do xuve para fazer outra
família, constituir mais família para ser xuve”. O xuve é, por conseguinte, construído pelos
dois: “os dois já formam um xuve, os dois são”. De modo que a mulher também é “tronco”,
é “pé”, ainda que haja, de fato, ênfase diferencial no polo masculino. Talvez resida aí a centralidade do casamento e da noção de orientação. Explicou
Seu Aristides: “o casamento tem que ser preparado antes de casar, para formar outra
família. O processo é assim. Tudo vem da orientação do xuve, que é o pai. Porque não pode
morar assim, casar sem responsabilidade. Aí não dá, não convive. (...) Tem que preparar.”. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? 138 Pegando emprestado aqui as analogias nativas, uma das principais responsabilidades dos
troncos originários, a fim de se tornarem raízes importantes, é preparar o terreno para
suas sementes. Ou seja, é preparar o casamento para que, na boa convivência, dele forme-se
outro tronco. De tal maneira que o “processo” de proliferação dos troncos, como ressaltou
Seu Aristides, é marcado pela preocupação com o bem conviver e com a estabilidade do
casal: por meio de um investimento cotidiano. Nessa direção, o final de uma conversa com Seu Aristides, na qual ele responde a
uma provocação boba da minha parte, pode ser bastante instrutivo. C.: Será que eu vou ser Xuve um dia? Eu já casei, Seu Aristides. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 139 Aqui, sobretudo no que tange a ideia de orientação, já podemos vislumbrar,
portanto, uma imagem diferente daquela da planta cujo crescimento é orientado pelo sol. Para me valer de um vocabulário botânico, diria que se trata antes de um geotropismo
positivo (a penetração da raiz solo abaixo) e de uma espécie de tigmotropismo (como o do
enrolamento de gavinhas de maracujá, chuchu e videira em torno de esteios de madeira,
por exemplo), do que de um fototropismo positivo (crescimento das plantas em direção
a luz do sol). Assim, um de meus objetivos seria, justamente, refletir sobre esse aspecto
da metáfora e seus efeitos possíveis, como indicarei mais adiante5. Sendo mais explícita,
portanto, creio que a metáfora arbórea vivida e evocada pelos Terena com quem venho
trabalhando diz respeito a um modelo vegetal mais rizomático (Deleuze & Guattari 1995)6. O Xuve não é uma coisa ou outra: se é o tronco e se vive em troncos. Talvez seja
um coletivo investido de qualidades pessoais concretizadas na figura do (in)divíduo (o
casal) tronco. Talvez seja o chefe investido de qualidades coletivas concretizadas no seu
ovokuti. Também pode ser toda a história e a memória que encarna, todas as relações que
o compõem. Partindo, pois, do pressuposto de que a linguagem e suas metáforas são vividas,
gostaria de pensar, a partir de agora, sobre algumas questões que surgiram ao se levar a
sério as implicações dessa imagem vegetal (os troncos) como modo de vida constituidor
de mundo. Quero, portanto, me deter a partir de agora em duas questões que me parecem
fundamentais: i) quais os efeitos criativos da linguagem? e ii) quais as possíveis implicações
político-ontológicas de se viver em troncos, de se recusar a alternância do um e muitos? Estou, por fim, querendo pensar aqui no que nos incita Manoel de Barros com o poema
que escolhi como epígrafe desta parte: como aumentar o mundo com nossas metáforas? Como compreender o mundo sem conceitos (ou com outro conceito de conceito)? Como,
enfim, refazer o mundo por imagens, por eflúvios, por afeto? Comecemos, em ordem, pela primeira questão, que, em certo sentido, relaciona-
se com a própria escolha em dizer de outra maneira o que já havia dito na dissertação
de mestrado para que o trabalho pudesse se transformar em “outra coisa”. C.: Será que eu vou ser Xuve um dia? Eu já casei, Seu Aristides. A.: Pensa. Você também Carol você já está no processo de ser xuve, porque
você já casou. Mas o seu trabalho não é questão de, assim, de mandar
numa família. Assim, como nós aqui, a gente está aqui. Eu não saio
e fico direto por aqui. Você não! Você é uma pessoa volante, que anda,
procurando dialogar com alguém. Ou você é capaz de orientar, você já
aprendeu conviver com o seu companheiro, que é esposo, marido. (...)
Então, como no caso aqui sou xuve e você é orientador e está escrevendo. Não é que você não sabe que é, assim, responsável da família. Você já sabe. Você já casou. Você é uma responsável do trabalho seu para criar bem-
estar daqui para frente. C.: Hum... Tem que parar quieta, né? A.: É. C.: Hum... Tem que parar quieta, né? Ao invés de simplesmente responder “porque você não é Terena!”, Seu Aristides se
esforçou para pensar como minha situação pessoal se encaixaria, ou não, nesse contexto. E de sua reflexão ficam evidentes características indispensáveis para poder ser xuve, para
além do status de casado. Com muito cuidado e elegância, ele procurou me explicar como
meu estilo de vida “volante” de estudante de antropologia – diferente do dele, que não
fica direto “por aí” – não me permitem aglutinar pessoas perto de mim e criar raízes. Por
outro lado, ressaltou alguns outros atributos que reúno que possibilitariam um caminho
futuro como xuve (“para criar bem-estar daqui para frente”), como a responsabilidade, a
capacidade de orientar e de saber conviver. Tornar-se tronco é, pois, dependente de um investimento pessoal, que ultrapassa
desdobramentos automáticos do casamento e procriação. Casar-se e ter boas raízes não
fazem sozinhos um xuve. O tronco aglutina e orienta, para isso é preciso “estar aqui” –
“como nós aqui, a gente está aqui”. Ou seja, o tronco não apenas cresce e prolifera, mas
também atrai. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Estou, assim, 5
Vale dizer que representar e experimentar relações (relatedness) por meio de metáforas arbóreas é
algo bastante arraigado na cultura ocidental e, como argumenta Mary Bouquet (1996), embasa o tom
moral e a influência visual do diagrama genealógico utilizado pelos antropólogos. 6
É importante notar que há, com efeito, uma discussão a ser amadurecida sobre a correlação entre a
produção do parentesco e o crescimento vegetal na etnologia a partir de contextos etnográficos em que
essa espécie de “linguagem vegetal” é recorrente na conceituação de pessoas e coletivos (Guerreiro
Junior 2011, 2012a, 2012b; Costa 2007; Veiga 2000; Rival 1993). Desse modo, com vistas a situar meu
material etnográfico em relação a questões mais gerais da etnologia indígena, será objeto de reflexão
futura afinar o diálogo com essa bibliografia, levando em conta, especialmente, a possibilidade de se
pensar no tronco como “pessoa-relação”, tal como sugere Guerreiro Junior (2011) quando discute a
relação entre tronco, corpo e parentesco entre os Kalapalo. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? 140 de princípio, partilhando do entendimento daquilo que Merleau-Ponty expressou na
citação que reproduzimos de início (2012:12). Nessa leitura, a linguagem atua como um
devir, uma antecipação, uma transgressão, uma operação violenta. Isso porque ela tem o
poder de superar a ela própria em mais do que se diz termo a termo “(...) quer se trate de
lançar o outro em direção ao que sei e que ele ainda não compreendeu ou de orientar-me
em direção ao que vou compreender” (Merleau-Ponty 2012: 216-217). É, portanto, por
meio da linguagem que os sujeitos se tornam o que são e as coisas transformam-se nelas
mesmas. Nesse sentido, entendo que a linguagem também faz mundo. Daí a importância vital
da escolha das metáforas e suas operações. Em alguma medida, estou inspirando-me na
proposta de Roy Wagner (2010) de levar às últimas consequências o poder inovador das
metáforas (tanto coletivas, expressões socializantes, quanto individuativas, expressões
que conferem poder). Desse modo, quando tento pensar junto com meus interlocutores
Terena na metáfora dos troncos (xuve), e nos problemas dela decorrentes, tento fazer o
exercício de entender que não há um estado anterior aos termos e contextos. Ou seja, não
haveria um estágio pré-referencial antes das relações. São as relações, em suas estéticas,
que compõem referentes e seus termos. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 141 antes ocupado pelo casal. Ela passou a ocupar o quarto de uma das suas filhas mais novas,
que havia se mudado para a casa do namorado/marido assim que S. Calixto faleceu. Dona
Hilda disse que a filha iria se casar, já tendo até juntado o dinheiro para a festa, porém, com
a morte do pai, ela desistiu. “Quem vai entrar comigo na igreja?”. A filha havia começado a namorar um vizinho enquanto S. Calixto estava doente. D. Hilda, percebendo o movimento, conversou com ela e disse que aquilo “não estava certo”. O pretendente deveria ir conversar com o pai da moça, pedi-la em casamento. O pai – xuve
junto à esposa – tinha que autorizar a relação. No dia seguinte a essa conversa, contou
que o moço apareceu na porta de sua casa, sozinho e “com a roupa do serviço ainda”,
perguntando se ela queria falar com ele. Aquilo a enfureceu. “Onde já se viu?! Não é assim
que se faz as coisas!”. Disse a ele: “não sou eu que quero falar com você, é você que tem que
querer falar comigo e com o Calixto!”. Por sorte, S. Calixto nesse dia não estava se sentindo
bem e havia ido se deitar, não tendo ficado sabendo de nada. D. Hilda falou novamente
com a filha, que ficou muito envergonhada pelo comportamento do companheiro: “não
acredito que ele fez isso e sem eu estar junto... Vou falar com ele de novo!”. No outro dia,
aí sim, o companheiro apareceu junto com a filha, de banho tomado e camisa, e pediu para
falar com S. Calixto. Aí deu tudo certo e o Calixto ficou feliz. “Tem um jeito certo de fazer
as coisas!”, ela me explicou. Há um jeito certo de fazer as coisas e, somente assim, criam-se os efeitos (e mundos)
desejados. Voltamos, pois, a nossa questão sobre os efeitos criativos da linguagem. Se
nossas metáforas fazem mundos, que mundos possíveis são esses? Queria, instigada
pela “boa comvivência” que sempre defendem os meus amigos Terena, poder pensar nas
metáforas dos troncos como constitutiva de mundos de confluências e coexistências. O estímulo agora vem da análise resolutiva elaborada por Antônio Bispo dos
Santos (2015: 89)7. Conforme o autor, confluência (e convivência) é estar junto, mas
não misturado. 7
Agradeço ao amigo e colega de doutorado Lucas Coelho Pereira por me chamar atenção para essa
possibilidade de diálogo com o pensamento de Bispo neste ponto. Carolina Perini de Almeida e Cíntia Engel Voltando aos xuve, o tronco – seja planta, seja
gente, seja lugar – é assim constituído por serem estabelecidas com ele relações do tipo
específico (a forma, o “como se”) que se tem com troncos (lugares/parentes/plantas). É
tronco/xuve aquilo que tem afeto de tronco. Este é o momento em que quero passar à segunda questão, usando como gancho
algo da reflexão de Strathern (2014: 358-360) sobre a forma quando descreve os
processos de reificação (objetificação e personificação) entre os Hagen. Nessa ocasião, a
autora argumenta que a demasiada atenção conferida aos efeitos estéticos das entidades
vem do que lhe parece ser um contraste útil entre os pressupostos euro-americanos
sobre a naturalidade das coisas e a maneira como os melanésios se concebem como
tendo que trabalhar arduamente para fazer com que as coisas apareçam em seus aspectos
apropriados. “O escrutínio da forma ressaltava que, ipso facto, uma forma só pode aparecer
com suas propriedades apropriadas – ou então ela não aparece” (Strathern 2014: 360). Em consequência, seria a estética o que tornaria as relações visíveis. Nesse sentido, estou
entendendo aqui que as metáforas, sendo estéticas, são as formas pelas quais as relações
aparecem, ao mesmo tempo em que criam com elas mundos possíveis. Ou seja, viver de
determinada forma tem implicações e efeitos político-ontológicos. Em minha última visita a Dona Hilda Francelino, agora viúva de Seu Calixto, ela
me contava sobre seu luto, que a obrigava a mudar de quarto, deixando vazio o cômodo Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 um é sempre muitos. Para Deleuze e Guattari (1995), o rizoma é o oposto de uma estrutura composta por
pontos e posições. O rizoma é feito somente de linhas. Algo como uma terceira margem
do rio: “A árvore impõe o verbo ‘ser’, mas o rizoma tem como tecido a conjunção ‘e...e...e...”
(DELEUZE & GUATTARI, 1995:36). Pensando com esses autores, se o tronco tem uma
orientação de crescimento rizomática, portanto com ênfase na multiplicidade, temos que
entender, que ao se afirmar como um e muitos ele, na realidade, nega a ambos. Igualmente,
como um modo de falar sobre relações, xuve também é um modo de viver com, logo de
criar. E o que se cria com os troncos passa por como se cria com os troncos. Poucos dias antes de ir embora da aldeia, em março de 2017, perguntei a uma
amiga como eu poderia xingar alguém no idioma Terena. Ela disse prontamente:
“mokere!”, traduzindo-me o termo como “bobo”. Mas logo em seguida acrescentou:
“ou surdo”. Foi aí que notei de que maneira a falta de audição pode ser uma das piores
condições a se apresentar para o convívio Terena. Ironicamente, mokere (em seu duplo
sentido) é exatamente como sempre me sinto lá, tendo que pedir diversas vezes para as
pessoas repetirem o que me dizem, mesmo em português. O contrário raramente ocorre. Geralmente sou compreendida de primeira, mesmo quando julgo estar falando rápido
demais ou sussurrando algo que deveria ter sido ouvido apenas por alguém próximo, mas
que acaba sendo escutado por todos ao redor. Assim, lembro-me agora de Bernardo, o personagem principal de Manoel de Barros,
e do seu silêncio como modo de comunicação, um modo próprio de fazer um mundo seu. Acredito que dialogue com isso, em algum nível, a insistente denúncia de Davi Kopenawa
(2015: 226) contra a surdez dos brancos: “Nossos maiores amavam suas próprias palavras. (...) Suas mentes não estavam fixadas em outro lugar. (...) Hoje, todas essas falas a respeito
dos brancos atrapalham nossos pensamentos. A floresta perdeu seu silêncio. Palavras
demais vêm das cidades.”. Para ele, em alguma instância, esse conflito entre mundos, o dos
Yanomami e o dos brancos, seria uma patologia da comunicação. Bernardo que era homem, era árvore e era pássaro, que era um, era muitos e não
era ambos, produziu escuta com seu silêncio. Carolina Perini de Almeida e Cíntia Engel Ao contrapor saberes orgânicos a um sintético, Bispo está igualmente
enfatizando a diferença entre o conhecimento de elaboração e estruturação vertical
versus conhecimentos de orientação circular. Justamente, o que os saberes biointerativos
reivindicariam para si é o “e... e... e...”, a “confluência de todas as experiências” (a
diversidade); ao passo em que o saber sintético/desenvolvimentista operaria por meio do
“ou”, ou seja, da negação do outro para que possa se estabelecer. E aqui me volto ao ideal
do bom conviver Terena ao qual dedica-se o tronco, pensando que pode ser uma espécie
de confluência, de se estar junto sem se misturar – um viver com. Lanço, mais uma vez, a
hipótese de que podemos estar diante de um fazer mundo que nega o “ou” e afirma que o 7
Agradeço ao amigo e colega de doutorado Lucas Coelho Pereira por me chamar atenção para essa
possibilidade de diálogo com o pensamento de Bispo neste ponto. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? 142 um é sempre muitos. Grafar cotidianos em meio a relações de cuidado e convivência com demências Em 2012, passei a conviver com pessoas diagnosticadas com diferentes tipos de
demência, com uma terapêutica gestada por um centro de medicina coordenado por
geriatras e formado por uma equipe multidisciplinar e com cuidadoras, especialmente
aquelas que eram categorizadas e se autodenominavam como cuidadoras familiares e
principais. Nessa aproximação, circulei com mais intensidade em grupos de acolhimento
multidisciplinar e psicológico para pessoas recentemente diagnosticadas com demência e
grupos para cuidadoras de pessoas diagnosticadas (Engel 2013). Entre 2017 e 2018 voltei ao centro, acompanhei consultas, reuniões
interdisciplinares, um coral, fiz algumas entrevistas e li prontuários, foi uma nova imersão
a partir de outros circuitos desse mesmo lugar. Desde que comecei a me envolver com
redes da demência no Distrito Federal queria poder saber mais dos dias, das horas dos
dias, das coisas por fazer, dos modos de conviver e se relacionar em casa, da busca e manejo
diário das substâncias receitadas. Por isso, nesse novo período de campo, passei também
a frequentar semanalmente a casa de três famílias e acompanhar as coisas que eram
feitas, a dinâmica das relações e do uso de substâncias, especialmente os medicamentos – parte central dos dias. Abandonei as entrevistas, os espaços de narrativa da condição
e de feitura do que é Alzheimer e como cuidar dele e de outras demências e passei a dar
carona para ir até a Farmácia de Alto Custo8, fazer caminhadas, mexer nas coisas pela casa,
lavar a louça, apreender os ritmos da casa e me engajar para estabelecer comunicações
significativas com as pessoas que conheci. – parte central dos dias. Abandonei as entrevistas, os espaços de narrativa da condição
e de feitura do que é Alzheimer e como cuidar dele e de outras demências e passei a dar
carona para ir até a Farmácia de Alto Custo8, fazer caminhadas, mexer nas coisas pela casa,
lavar a louça, apreender os ritmos da casa e me engajar para estabelecer comunicações
significativas com as pessoas que conheci. Em relação à primeira imersão de campo e tentativa de elaborar sobre o que via – a
dissertação – a categoria cuidado ou, mais especificamente, care (Tronto 1993; Lagarde
2003; Molinier 2004; Hirata & Guimarães 2012) me orientou. 8
Por meio desse campo, conheci algo sobre como o Sistema Único de Saúde organiza institucionalmente
o cuidado de pessoas com demência, desde o atendimento em um centro especializado até o Programa
de Saúde da Família e a lista de remédios que podem ser acessados ou em Farmácias do Estado/Distrito,
Farmácias Populares e Farmácias de Alto Custo. Carolina Perini de Almeida e Cíntia Engel 143 um é sempre muitos. Inspirada por ele, quero com essa pesquisa
pensar os troncos – que são pessoas, coletivos, lugares, corpos, relações – como uma vida
possível, um mundo que se cria com metáforas, eflúvios e afetos. Quero, junto com os
Terena, pensar que “viver como” não é “virar um”, é antes de tudo um comviver. E, assim,
quem sabe, ao escrever sobre os possíveis efeitos de se viver em troncos e se formar terra
possa ajudar a criar mais escuta do que palavras. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? Fazendo corpos e parentes: como grafar cotidianos? 144 Leibing 2006). Preocupei-me com isso também, mas, apesar de diversas tentativas, não
consegui me engajar com tal trabalho. O que acabou tomando o texto foram as tentativas e
dilemas em se estabelecer relações significativas por meio de trocas e relações envolvendo
diversas dinâmicas de cuidado e convivência. Leibing 2006). Preocupei-me com isso também, mas, apesar de diversas tentativas, não
consegui me engajar com tal trabalho. O que acabou tomando o texto foram as tentativas e
dilemas em se estabelecer relações significativas por meio de trocas e relações envolvendo
diversas dinâmicas de cuidado e convivência. Na época da dissertação, conceituei essa habilidade de se relacionar de forma
significativa como “alteridade perceptiva” – um processo de aquisição de talentos, a
partir de relações atentas, que buscam comunicações mesmo quando não partilham de
experiências e conexões perceptivas com o mundo. Entendi que era pelo reconhecimento de diferenças no modo de se relacionar
com o espaço, corpo e ambiente, que pessoas envolvidas no cuidado e convivência com
as demências passam a desenvolver suas habilidades técnicas e afetivas que promoviam
potenciais relações significativas, apesar das diferenças. Estava muito tomada pelas
discussões sobre composições do corpo e pelo modo contínuo do corpo se fazer a partir
de atos perceptivos relacionados aos mundos, ambientes, objetos e seres (Merleau-Ponty
1945). Não sei mais se a ideia de alteridade perceptiva é uma boa conceituação, ou se
aproxima do que eu gostaria de narrar. De toda forma, o texto teve certos efeitos a partir
do modo como foi construído. Quando apresentava algum dos meus textos com trechos
sobre essas tentativas de estabelecimento de relações em congressos, eventos ou em
diálogos esparsos entre acadêmicos, alguém me parava em um canto depois, ou mesmo
intervinha para dialogar com a minha fala dizendo algo como: “eu lembrei muito da minha
vó”, “da minha mãe”, “do meu tio”, “a gente passou por isso”. Por mais que eu tivesse vontade
de dialogar ali sobre o que vinha refletindo a partir do campo e com os conceitos que
tinha intentado, nos congressos e nos encontros acadêmicos meu texto interpelava algo
sobre outro lugar – das lembranças de casa – e era sobre a casa que meus interlocutores
queriam conversar e ser ouvidos. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Grafar cotidianos em meio a relações de cuidado e convivência com demências Naquele momento, mesmo
com possíveis limitações do termo em alguns contextos – como a ideia de que cuidado
é prestado de uma pessoa para outra de certa forma e de modo passivo a partir de uma
relação de dependência (conceito já questionado em Winance 2010; Taylor 2017; Fonseca
& Fietz 2018) – era o único termo que me levava ao que parecia fundamental aos meus
interlocutores: os modos de estabelecer relações significativas. O campo da demência é, com razão, ocupado com determinados conceitos e modos
de reformulá-los para reconhecer a manifestação da pessoa em sujeitos com demência,
iniciativa que ficou conhecida como personhood movement (Kitwood 1997; Kontos 2005; 8
Por meio desse campo, conheci algo sobre como o Sistema Único de Saúde organiza institucionalmente
o cuidado de pessoas com demência, desde o atendimento em um centro especializado até o Programa
de Saúde da Família e a lista de remédios que podem ser acessados ou em Farmácias do Estado/Distrito,
Farmácias Populares e Farmácias de Alto Custo. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 145 falta, como transformá-los, também perdi um pouco do que levava as pessoas para esse
outro lugar com o texto. Ao insistir em como melhorar minha possibilidade de falar
sobre as demências e as relações que as envolvem a partir de uma escolha qualificada
de certos autores e palavras, o mais ordinário e cotidiano perdeu espaço. Recentemente
li algo que se comunicou com tal experiência a partir da produção de pequenas histórias
em um site8: Pols et al. (2018) sugerem que um rumo complementar aos trabalhos sobre
demência seja pensar junto com as pessoas que conhecemos em campo e menos sobre
elas e sobre o que viria a ser a demência, ou as demências. As autoras recuperam o termo
cuidado para essa empreitada. Mol, Moser e Pols (2010) sugerem que o cuidado deve ser
seguido em suas muitas feituras, incluindo toda a articulação necessária para que ele se
realize e investigando quais são as eficácias que surgem dessas articulações. Não faria
sentido, nesse modo de compor as coisas, separar o cuidado do uso de medicamentos,
acoplamentos com tecnologias, organização dos espaços, feitura de alimentos e por aí
vai. Ademais, não se pretende que o cuidado seja compreendido como algo feito de uma
parte para outra, mas sim como uma relação de cooperação complexa e de elementos
interconectados em certas relações, que podem ser atravessados por conflitos e faltas de
cooperação, especialmente porque existe um povoamento enorme de elementos actantes
sendo articulados. Sendo o cuidado essencialmente composto de relações e cooperações, abordá-lo
não seria simplesmente adotar o ponto de vista daquelas que são chamadas de cuidadoras
e os seus relatos, mas acompanhar as feituras de relações e interações diversas que forjam
vida, morte e a lida com adoecimentos. Essa é uma reflexão bastante conhecida dos estudos
de deficiência (Winance 2010; Fonseca & Fietz 2018), e que, contemporaneamente, tem
ganhado mais espaço dentro do universo da demência9, retomando algumas de suas
discussões clássicas: como o debate sobre personhood (Jenkins 2014; Halewood 2016). Passo, então, a dar espaço para um excerto dos meus dias de campo, isso para tentar
me comunicar e retomar a preocupação com a convivência e com a criação de relações
significativas a partir de muitos cuidados. Quando cheguei pela primeira vez na casa de D. 9
Para acessar a iniciativa, consulte: http://somatosphere.net/thinking-with-dementia Fazendo corpos e parentes: como grafar cotidianos? “Forcei a mão” em algumas oportunidades, tentando
melhorar conceitualmente o que vinha tentando dizer: aproximei-me de estudos de
ciência e tecnologia (Latour 2005; Mol 2002; Ingold 2010; Gane & Haraway 2010), de
sua relação com mais recentes estudos de care (Mol, Moser e Pols 2010) e da demência
(Lock 2013; Leibing 2018; Feriani 2017; Vianna 2013). O que, nos circuitos que frequentei
no doutorado, parecia me aproximar mais de alguns critérios de qualidade da reflexão
conceitual. Sentia que precisava melhorar meu arcabouço e palavras para falar do que me
interpelava em campo. Foi um bom aprendizado, importante, mas ao orientar meu esforço para
destrinchar e focar no que os conceitos ou as chaves analíticas podem fazer, o que lhes Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? 146 relações intensas com ele, mas é parte do Estado do Goiás. No telefone, a filha me disse
que a D. Terezinha10, quando recebe visitas, ou conhece pessoas estranhas e novas para
sua convivência, tem algo que elas chamam de ‘surto de sanidade’: ela lembra das coisas,
conversa sem esquecer ou mostrar os esquecimentos; o que normalmente leva as pessoas
a pensarem que as duas são mentirosas ou exageradas dizendo que a mãe tem Alzheimer. Por esse motivo, achou melhor me deixar previamente avisada. De fato, D. Terezinha me contou muitas histórias sobre as filhas, a casa no interior
do Maranhão, dos bichos de lá e da doença dela: “eu tenho Alzheimer, é uma coisa que tá
dentro de mim (fechou a mão e passou-a na frente do rosto, da garganta e do peito), é ruim,
minha filha, mas eu quero muito viver, então é desse jeito que vai ser. Com os poder de
Jesus!”. A filha mais velha, Marineide, contou que, no começo, foi difícil aceitar que a mãe
tinha essa doença. D. Terezinha era a ‘costela da casa’, contaram, era ela quem agregava
todo mundo, cuidava, dava conselhos e mantinha os laços familiares bem cuidados. Agora,
já depois de dez anos convivendo com os vai e vens dos dias com a mãe, aprenderam a
lidar melhor com tudo, recompor as relações. Continua difícil, disseram, mas no começo
foi pior. Contou ainda que, se eu ficasse indo assim toda semana, logo a D. Terezinha ia se
acostumar comigo, se soltar mais, falar dos menininhos que ela via pela casa e mexer em
tudo, mudar de lugar, fazer as arrumações dela na minha frente. Todos entenderam de pronto minha pesquisa, achei que ia ser mais difícil explicar
e conseguir autorização para ficar indo para dentro de casa. Disse que eu queria ver como
era no dia a dia, porque vi os médicos passando remédios e vi os grupos de cuidadoras,
mas não sabia bem como “as coisas são feitas todo dia, né?” – completou o neto, André. Era
isso! As duas filhas com quem convivi mais – Marineide e Marilene – passaram a me incluir
no que elas acreditavam que eu precisava saber e também nas coisas em que eu poderia
ajudar (ou, ao menos, não atrapalhar): como dando caronas, fazendo companhia para a
D. 10 Utilizo nomes fictícios, conforme combinado com meus interlocutores. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Terezinha9 – uma senhora maranhense de 80 anos, que veio para a Cidade Ocidental/GO
porque quatro de suas cinco filhas mulheres estavam morando ali e acharam melhor trazê-
la, junto do marido, para o cuidado ser mais dividido –, estavam ela, duas filhas, um neto,
o marido e os dois cachorros preparados para me receber. Eu liguei antes, me expliquei
um pouco e disse que gostaria de encontrá-los pessoalmente. A Cidade Ocidental faz parte
de uma região conhecida como “Entorno”, isso porque ela circunda o Distrito Federal, tem Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 147 Também passei muitos dias em casa, na rotina dos dias sem eventos (e nos dias com
eventos, como os desmaios). Nesse passar dos dias, aprendi o que elas faziam para dar os
remédios, testar se eram bons, compreender as vontades de D. Terezinha. D. Terezinha me
ensinou também o que a incomodava nessas trocas, o que achava de ir aos médicos, quem
eram os meninos que andavam pela casa, em qual casa ela morava e o medo que tinha de
passar mal, morrer e deixar seus filhos pequenos todos por criar. Errei muito, fiz muitas
bobagens na convivência com elas e com D. Terezinha, e foi a partir desses erros, das
conversas com as filhas e a cuidadora da casa, que fui me aproximando mais de adquirir
um tipo (ainda que, no meu caso, muito precário) de experiência. Uma experiência para
conviver, conviver de modo mais leve e atento com um mundo cheio de altos e baixos,
troca de remédios, seu manejo e testagem, brigas por uma divisão maior das tarefas, lutos
e lidas afetivas. Um desses erros foi crucial para minha convivência com D. Terezinha melhorar e para
que eu conseguisse ouvir de forma mais atenta algumas dicas sobre a melhor convivência
que as filhas e a cuidadora estavam tentando me fazer entender. Quando precisávamos ir
até a consulta com o geriatra, era uma maratona! Isso porque tanto D. Terezinha como o
seu marido consultavam no mesmo dia. Era preciso acordar de madrugada, tomar café,
banho, vestir, lidar com o nervoso de ir ao médico, chegar cedo, pegar fila, esperar, lembrar
de muitas coisas que aconteceram nos meses que antecederam as consultas, preparar os
papéis e lidar com o lugar. Por isso as duas irmãs precisavam ir juntas, e, se tivesse uma
terceira pessoa, era ainda melhor. Eu ia e ficava com D. Terezinha enquanto a consulta do seu marido acontecia, para
que ambas as filhas pudessem participar da consulta. No primeiro dia em que fiquei
sozinha com ela, foi complicado. Marineide me perguntou: “você dá conta?” Disse que sim,
confiante! Nessa época ela já me conhecia, sabia meu nome eventualmente, mas sempre
sabia que eu era próxima da casa e parecia gostar de mim. Mas ao ficar pela primeira vez
sozinha comigo, estranhou: perguntava o tempo todo pelas meninas, me dizia que queria ir
embora porque precisava arrumar o almoço delas e do marido. Fazendo corpos e parentes: como grafar cotidianos? Terezinha, indo até os médicos e farmácias, ajudando a lembrar de todas as receitas,
pesquisando na internet datas de provas de concurso público para conseguir um emprego
fixo, coisas assim. Elas me levaram no médico geriatra de Brasília, no médico do posto de
saúde para trocar as receitas de uma Secretaria de Saúde para outra e assim conseguir os
medicamentos pela Farmácia da prefeitura; foram comigo na cidade vizinha para pagar as
contas – que ali o banco tinha ido embora por conta de muitos assaltos; na emergência por
causa de picos de pressão e depois por desmaios constantes. Não só me mostraram o que
precisava ser feito, mas onde ir, os circuitos e articulações de lugares, além de porque e o
que tinha relação fundamental com os ajustes dos dias e humores. Carolina Perini de Almeida e Cíntia Engel Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? Fazendo corpos e parentes: como grafar cotidianos? 148 uso do espaço que era um hospital e com o uso que ela queria fazer dele era um problema
meu (e dos outros), não dela. Deixei ela andar, andei com ela conversando solto. O clima
foi melhorando entre a gente, prestei atenção nos detalhes da parede, no labirinto que era
para achar qualquer saída, no jeito que as outras pessoas olhavam para a D. Terezinha. Ela
me levou a ficar atenta à uma série de detalhes e à minha inexperiência. Minha agonia não
passou completamente nesse dia e me senti bastante frustrada com ele por semanas. Mas
no próximo dia em que passamos por uma experiência parecida, foi bem melhor, tínhamos
acertado alguns ponteiros e confianças mútuas. uso do espaço que era um hospital e com o uso que ela queria fazer dele era um problema
meu (e dos outros), não dela. Deixei ela andar, andei com ela conversando solto. O clima
foi melhorando entre a gente, prestei atenção nos detalhes da parede, no labirinto que era
para achar qualquer saída, no jeito que as outras pessoas olhavam para a D. Terezinha. Ela
me levou a ficar atenta à uma série de detalhes e à minha inexperiência. Minha agonia não
passou completamente nesse dia e me senti bastante frustrada com ele por semanas. Mas
no próximo dia em que passamos por uma experiência parecida, foi bem melhor, tínhamos
acertado alguns ponteiros e confianças mútuas. Foi aí que entendi uma dica que a Marilene tinha me dado sobre conviver e cuidar:
“ela só faz o que ela quer, não adianta mandar. E ela malina! Tem que ficar de olho para ela
não arrancar a torneira da pia, tirar os espelhos das tomadas elétricas, mas tem que deixar
ela à vontade”. Esse equilíbrio entre tomar cuidado para nada machucar D. Terezinha e,
eventualmente, causar prejuízos para a casa em época de desemprego e, ainda, deixar ela
à vontade, era um aprendizado fino, que as filhas foram desenvolvendo com o tempo, na
interação com D. Terezinha, a partir do que a deixava mais satisfeita com a convivência e
com o que a deixava mais incomodada. Nem sempre essa técnica dava certo e precisava
constantemente de ajustes – processo comum às lógicas de cuidado e chamado por Mol,
Moser e Pols (2010: 14) de tinkering. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Passou a abrir as portas do
hospital, algumas dessas levavam a salas de consulta. Procurava pela cozinha, pela saída,
ou por outro lugar. Eu, meio sem saber o que fazer e assustada com uma possível retaliação
dos médicos ou funcionários, falei para a D. Terezinha que estávamos em um hospital, que
a gente não poderia abrir as portas, porque os médicos iriam se incomodar. Segui um
pouco a cartilha dos grupos de cuidado: “olha no olho, explica, se não der certo, engana,
vai distraindo”. Não deu certo. Ela, irritada, me disse: “pois se eles brigarem comigo, eu
brigo com eles, por que não posso abrir uma porta?” Entendi ali que a minha agonia com o Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel alguma demência, aparecem aos olhos sem que sejam lidas e entendidas como culpa da
demência ou da tarefa de cuidado, simplesmente. Cuidado, inclusive, parece ser parte de
um modo de conviver amplo e cotidiano, e não um conjunto de atividades, ou mesmo uma
perspectiva unívoca. Nesse sentido, parece-me relevante olhar para esses acoplamentos e relações
necessárias às cooperações de cuidado, junto com suas condições de possibilidade e
suas conexões parciais. Donna Haraway (1991a), na tentativa de pensar biopolítica,
saúde e estabelecimento de fronteiras entre saúde e doença, afirma que corpos são
produzidos em meio a determinados contextos, ou melhor, co-textos, multifacetados,
mas hierarquicamente formulados como regimes de verdade e feitura de padrões. Pensar
em compósitos, que por vezes Haraway (1991b) chama de cyborgues, traz a atenção
para as conexões estabelecidas e o nascimento de entidades actantes. A singularidade
dos compósitos está nas articulações parciais estabelecidas dentro de historicidades
localizadas. Relações interafetadas por práticas cooperativas de cuidado fazem gerar corpos,
mundos e pessoas. As estratégias e experiências de partilha de certos processos de sofrimento,
adoecimento, cuidado e feitura de vida nos levam a acompanhar as coisas sendo feitas (Ingold
2011). Minha aposta é constituir uma estratégia ao individuar que não seja adotar o ponto
de vista de cuidadoras, ou de pessoas com demência, ou de profissionais de saúde, colocando
em foco, no lugar disso, na experiência e narrativa das práticas e relações que formam
acoplamentos, atentando, assim, para as condições de fazimento deles, parcialidades
envolvidas e limitações das cooperações – várias delas, historicamente e localmente
constituídas. Mais para o meio do percurso da minha convivência na casa de D. Terezinha,
estávamos tomando o lanche da tarde, ela, com muita dificuldade de engolir a comida –
cuscuz com leite – começou a tirar pedaços da boca e brincar com eles no prato. Marilene,
tentando que a mãe parasse com aquilo, disse: “Ô, mãe, olha a Cíntia aqui, vai ficar fazendo
essas sujeiras na frente da visita?”; “Visita? Nah, essa aí vive aqui, tá aqui já tem é tempo”. Rimos todas, Marilene comentou: “é, não dá mais pra usar essa”. Lembrei daquele primeiro
dia e do ‘surto de sanidade’ com pessoas estranhas. Fazendo corpos e parentes: como grafar cotidianos? Isso poderia se dar por conta de razões das mais
variadas: desde um remédio novo que bagunçou as dinâmicas, até um lugar estranho que
exigia de todo mundo posturas não conhecidas; ou mesmo por razão nenhuma, ou que não
se sabia. Ou até por falta de paciência e imposições diversas de vontades conflitantes. Isso
tudo exigia versatilidade de habilidades e de conhecimentos que iam sendo agregados e
desafiados constantemente. Também não era possível simplesmente falar como uma nova
pessoa envolvida com o cuidado deveria fazer, elas orientavam, mas a afinação vinha com
a convivência. No fim, me pareceu que o equilíbrio vem a ser mais uma tentativa constante de
compreensão mútua e ajustes de vontades do que um modo específico de agir. Ou, como
Moser (2010) observa em seu campo sobre o cuidado da demência em uma instituição
da Holanda: trata-se de um conjunto de técnicas para desenvolver algo que foi chamado,
naquele contexto, de co-presença. E, nesse sentido, me convenci de novo que, nesses
circuitos da demência, a partir de uma série de engajamentos práticos, são as relações
e seus manejos que ganham centralidade no cotidiano. Manejo, inclusive, das interações
entre diversas substâncias, médicos, serviços de saúde e espaços da cidade. A partir delas
e das dificuldades e não cooperações explícitas ou implícitas que dilemas e silenciamentos
das pessoas engajadas em circuitos da demência, sejam cuidadoras ou pessoas com Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 149 Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Fazendo corpos e parentes: como grafar cotidianos? Fazendo corpos e parentes: como grafar cotidianos? 150 o que é manejar os dias, os erros, os aprendizados ao longo do tempo. Em uma bonita
autoetnografia sobre o cuidado de sua mãe que tem Alzheimer e mora nos EUA, Taylor
(2010) reflete sobre a insistência da pergunta que as pessoas sempre lhe fazem: “ela
reconhece você?” Para a autora, essa pergunta se articula com uma série de discursos e
noções sobre o Alzheimer que circulam e informam como os esquecimentos vão afetar a
capacidade da pessoa em reconhecer ou não pessoas próximas, especialmente da família,
a partir da evocação de seus nomes e de lembranças específicas do passado. Tal foco no
que a demência faz com a pessoa e no que é ou deixa de ser o Alzheimer, incomoda Taylor,
e ela nos diz que gostaria de falar sobre a vida com demência e os desafios de mantê-la a
partir de outras questões, gostaria que lhe perguntassem algo relacionado ao cuidado, que
lhe perguntassem como ela faz para manejar tudo e que também tentassem se comunicar
com sua mãe por quem ela é, não pelo luto sobre o que ela deixou de nominar ou lembrar. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Naquele dia me senti alegre por poder
participar da brincadeira com o cuscuz: ela não precisava fingir que se importava com
certas coisas e, assim, eu aprendi bem mais sobre as coisas com as quais eu devia me
importar menos para conviver melhor. Para falar desse processo de aprendizagem para conviver melhor, acho que
é importante fazer aparecer na narrativa o ócio, os tempos, os desafios em prática, Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel 151 Não é recriando coisas extraordinárias que vamos nos engajar com a experiência
sensível que partilhamos. Como fazer? Talvez o como fazer esteja muito conectado com
outra questão: para que fazer? Para quê insistir na densidade, repetição e dimensão das
relações? Responderíamos agora que é para deixar elas transcenderem de nós e para,
assim, fazer uma boa etnografia, grafar cotidianos e, quiçá, ajudar na abrangência das
possibilidades de ser deles. Talvez um caminho importante seja fazer o texto conviver, cuidar, abrir espaço. Apostando que forma é conteúdo e que, se estamos falando de relações, convivência e
partilha, um jeito possível de fazer é construir um texto que cuida das relações. Que não
se fecha, que não disputa um espaço, um campo intelectual, que discorda de si mesmo,
que levanta questões sem destruir possibilidades contrárias de levantá-las. Que tenta não
se isolar, que tenta estabelecer relações de entendimento e solidariedade com mundos,
pessoas, corpos diversos. Erra e traz o erro para pensar. Um constante rascunho, quem
sabe? Se precisamos abrir nossos corpos para partilhar de relações sensíveis que
envolvem conviver bem e compreender para além do que tomamos como normal, ou igual,
talvez um dos caminhos seja abrir nossos textos e modos de argumentar para delicadezas
e convivências. Quem sabe localizamos em nossos diálogos a potência de criar e partilhar
sensibilidades como um ponto de partida, no sentido de aprimorar nossa capacidade
mesmo de escuta, nosso silêncio, nosso engajamento de relação. Um texto-povoamento! Podemos pensar a etnografia como extensão de mundos,
modos de existência e pensamentos. Para isso, entendemos que talvez seja preciso se
desafiar a fazer com a linguagem uma descrição que não feche, uma grafia não resolutiva. Ou seja: produzir uma descrição em profundidade que não encerre o assunto e proponha
um caminho melhor, pelo contrário, que abra espaços de contínuo refazimento. Ao pensar nas modalidades de participação com nossos campos e constituição
da escrita, podemos voltar a falar sobre plantas, e dessa vez gostaríamos de emprestar
algo da reflexão botânica-filosófica de Emanuele Coccia, especialmente quando o autor
toma como princípio que toda forma de vida pressupõe a existência de vida no mundo
para construir uma filosofia feita pelas plantas (uma metafisica da mistura) – “Viver é
essencialmente viver da vida de outrem: viver na e através da vida que outros souberam
construir ou inventar” (2018: 14). Afinal, como recriar com a linguagem – o que criar junto com ela? Ambas convivemos com certos fazimentos de coisas muito básicas na relação com as
pessoas, lugares e substâncias e nos pareceu que esses fazimentos, por eles mesmos, eram
centrais para os nossos interlocutores e para o que seria importante escrever com eles e
para as pessoas interessadas neles. Mas continuamos em dúvida se o que havíamos escrito
conseguia produzir e se engajava de forma justa com esses efeitos. Não é que discordamos
do que fizemos antes, a partir de limitações que julgamos, agora, superar; mas é porque
a escrita parece demandar uma continuidade. Tentamos, até aqui, fazer dialogar, afinar
e adequar nosso referencial para reescrever, escrever de novo, ou até repensar a escrita. Toda vez que tentamos descobrimos novas coisas, elementos que nos fazem desconfiar
das palavras com as quais escolhemos dialogar. Talvez porque esse momento de parada
da reflexão, de afinamento do que foi dito, de adequação final ao que faz sentido dizer a
partir dos critérios atuais de qualidade e conceituação teórica nos nossos circuitos de
produção não seja central para o que nos engaja com nossos campos. Eles nos dizem mais
de um ajuste contínuo, sem parada, sem receita final e com certos engajamentos para com
as relações e convivência. Nos parece que é difícil criar o que estamos querendo com a linguagem porque
precisamos remontar o cotidiano. Dar o tom do tempo, do espaço, dos modos de fazer,
das delicadezas mínimas deles, do jeito de montar possibilidades de convivência. E isso é
difícil porque um texto é quase como um episódio, um evento, um caso, um encontro. Mas
a gente precisa falar da vida diária, das horas correndo, do fluxo intenso de articulações. Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 Carolina Perini de Almeida e Cíntia Engel Revista de @ntropologia da UFSCar, 12 (2), jul./dez. 2020 11 Agradecemos a professora Iara Maria de Almeida Souza pela sugestão de diálogo com Stengers e a
ecologia das práticas. Fazendo corpos e parentes: como grafar cotidianos? Fazendo corpos e parentes: como grafar cotidianos? 152 partilhar sensibilidades como modos de aprimorar nossa capacidade de engajamento
de relação, leva a nos perguntarmos sobre os supostos dilemas trazidos pelos conceitos
de estranhamento e alteridade. A oposição entre nós e eles pode não apenas nos levar
a folclorizar e romantizar um eu ou um outro, mas também nos conduzir a apresentar
propostas, respostas prontas e fechamentos. Não se trata, assim entendemos, de
sistematizar conclusões, mas de se engajar em possibilidades não resolvidas, partilhar
com nossos interlocutores de seus problemas, para os quais nem sempre há uma “solução”. partilhar sensibilidades como modos de aprimorar nossa capacidade de engajamento
de relação, leva a nos perguntarmos sobre os supostos dilemas trazidos pelos conceitos
de estranhamento e alteridade. A oposição entre nós e eles pode não apenas nos levar
a folclorizar e romantizar um eu ou um outro, mas também nos conduzir a apresentar
propostas, respostas prontas e fechamentos. Não se trata, assim entendemos, de
sistematizar conclusões, mas de se engajar em possibilidades não resolvidas, partilhar
com nossos interlocutores de seus problemas, para os quais nem sempre há uma “solução”. Por isso também resolvemos não estabelecer uma comparação entre um modo
de constituir convivência e outro, mas sim iluminar tecnologias de convivência para
trocarmos reflexões acerca da escrita. Seguindo Stengers (2005)11, queremos olhar
para as práticas no sentido de animar cada vez mais os mundos constituídos com elas,
fortalecendo elementos, actantes, seres e vidas se fazendo, não as atomizar, explicá-las ou
usar delas por meio de uma comparação injusta para assegurarmo-nos de um ponto. Em conjunto, julgamos importante (ou fomos interpeladas a) falar sobre os modos
pelos quais relações significativas das mais complexas se estabelecem, ou não, a partir de
tentativas; dando espaço para o que, em nossos campos, nos aproxima dessas convivências
e dilemas ao estabelecê-las. Para tanto, escolhemos a forma de escrita que nos pareceu
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Editorial: Placebo and Nocebo Effects in Psychiatry and Beyond
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Frontiers in psychiatry
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cc-by
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Edited and reviewed by:
Stefan Borgwardt,
University of Basel, Switzerland Edited and reviewed by:
Stefan Borgwardt,
University of Basel, Switzerland
*Correspondence:
Katja Weimer
katja.weimer@uni-ulm.de Editorial on the Research Topic Placebo and Nocebo Effects in Psychiatry and Beyond Editorial: Placebo and Nocebo
Effects in Psychiatry and Beyond Katja Weimer 1*, Paul Enck 2, Seetal Dodd 3,4,5,6 and Luana Colloca 7,8,9 1 Department of Psychosomatic Medicine and Psychotherapy, Ulm University Medical Center, Ulm, Germany, 2 Department
of Psychosomatic Medicine and Psychotherapy, University Hospital Tübingen, Tübingen, Germany, 3 The Institute for Mental
and Physical Health and Clinical Translation, Deakin University, Geelong, VIC, Australia, 4 Centre for Youth Mental Health,
University of Melbourne, Parkville, VIC, Australia, 5 Department of Psychiatry, University of Melbourne, Parkville, VIC, Australia,
6 University Hospital Geelong, Barwon Health, Geelong, VIC, Australia, 7 Department of Pain and Translational Symptom
Science, School of Nursing, University of Maryland, Baltimore, MD, United States, 8 Departments of Anesthesiology and
Psychiatry, School of Medicine, University of Maryland, Baltimore, MD, United States, 9 Center to Advance Chronic Pain
Research, University of Maryland, Baltimore, MD, United States Keywords: placebo effect, nocebo effect, learning, expectancy, conditioning, psychotherapy, psychiatr Keywords: placebo effect, nocebo effect, learning, expectancy, conditioning, psychotherapy, psychiatry INTRODUCTION The placebo effect is part of every medical intervention and plays a crucial role in randomized
placebo-controlled trials (RCTs). It is beneficial to maximize the placebo effect when treating
patients, but it should be minimized in RCTs to estimate the true drug effect (1). Studies have shown
that the placebo effect is formed by learning mechanisms (2), and an expert consensus has suggested
that the beneficial effects of placebo can be harnessed for clinical use to improve patient outcomes
(3). In contrast to the placebo effect, adverse events can occur and symptoms can get worse through
a negative placebo effect, the so-called nocebo effect (4). Yet, to exploit placebo mechanisms in
clinical practice a lot of questions remain unanswered. For this Research Topic Issue, we called for
the latest research articles in the field of placebo and nocebo research. The issue comprises 38
articles from “Hypothesis and Theory” to “Reviews” and to “Original Research” articles. *Correspondence:
Katja Weimer
katja.weimer@uni-ulm.de *Correspondence:
Katja Weimer Specialty section:
This article was submitted to
Psychosomatic Medicine,
a section of the journal
Frontiers in Psychiatry
Received: 18 July 2020
Accepted: 24 July 2020
Published: 07 August 2020
Citation:
Weimer K, Enck P, Dodd S
and Colloca L (2020) Editorial:
Placebo and Nocebo Effects in
Psychiatry and Beyond. Front. Psychiatry 11:801. doi: 10.3389/fpsyt.2020.00801 Specialty section:
This article was submitted to
Psychosomatic Medicine,
a section of the journal
Frontiers in Psychiatry Received: 18 July 2020
Accepted: 24 July 2020
Published: 07 August 2020 After giving an overview about the underlying mechanisms of the placebo effect, such as
conditioning, expectations and influencing factors, Friesen summarizes ethical views regarding the
use of the placebo effect. Until recently, it has been assumed that placebos take only effect when
patients are deceived, but she encourages considering placebos as a “source of agency”, without
deception and in agreement with patients’ autonomy. Babel complements the current view about
classical conditioning in the placebo effect. In fact, many studies use a combination of classical
conditioning and verbal suggestions to induce placebo and nocebo effects. Due to recent studies
using hidden and subliminal conditioning procedures, Babel argues that classical conditioning is a EDITORIAL
published: 07 August 2020
doi: 10.3389/fpsyt.2020.00801 EDITORIAL
published: 07 August 2020
doi: 10.3389/fpsyt.2020.00801 EDITORIAL
published: 07 August 2020
doi: 10.3389/fpsyt.2020.00801 THE PLACEBO EFFECT IN
PSYCHOTHERAPY Particularly in psychiatry, patients are not only treated with
pharmacotherapy but often with different forms of
psychotherapy. The role and mechanisms of the placebo effect
in psychotherapy has been repeatedly discussed, and Enck and
Zipfel point to the challenges of disentangling specific effects of
the different psychotherapeutic approaches including unspecific
and the placebo effect. This is even more challenging
when considering that many psychotherapeutic approaches
are equally effective and there is still a debate within
psychotherapy research about the specific, common and
unspecific factors (also known as the “Dodo bird verdict”). Enck and Zipfel encourage psychotherapy researchers as well
as therapists to understand that the placebo effect exists and
provide a framework that acknowledges context, common, and
specific factors for further research. With her Mini Review,
Blease attempts to provide greater clarity in the definition of
the placebo effect in psychotherapy and gives insights into
controversial views such as “psychotherapy is a placebo”. She
argues that the problem could be solved when placebos and the
placebo effect are clearly defined the same way as they are defined
in clinical trials: as control interventions and the effect they
induce. In the first instance, it seems to be contradictory that
Blease recommends using a clear definition of the placebo effect,
whereas Jonas states that “the placebo response is a myth” and
does not exist. According to his arguments it is contradictory
that an inert treatment will produce a response and votes for a
broader understanding of this response that should be called
“meaning response” or “healing response”. However, these two
views are compatible and in line with the definitions of “placebo
effect” as the effect elicited by placebo mechanisms, and “placebo
response” as all health changes after administration of an inert
treatment, as stated by expert consensus of placebo researchers
published in 2018 (3). To evaluate how and how often oncologists make use of
empathy expressions by practitioners, van Vliet et al. assessed
video-taped consultations between oncologists and patients with
advanced breast cancer in an observational study. Overall,
oncologists often provided information about expectancy and
used several empathic behaviors such as understanding,
respecting, supporting and exploring, whereas a lack of
empathy was less often observed. Further studies should
evaluate effects of empathic expressions on treatment outcomes
and (nocebo) side effects. THE ROLE OF CONTEXT FACTORS IN
PLACEBO AND NOCEBO EFFECTS In psychotherapy research, context factors such as the patient-
provider interaction are considered a common factor, albeit they
are considered to be part of the placebo response in other
treatments. In their systematic review, Daniali and Flaten
found that aspects of a positive patient-provider interaction
such as higher confidence in the provider, perceived higher
competence and professionalism, and positive nonverbal
behaviors were associated with lower pain reports and higher
placebo effects in patients and participants. In contrast, negative
nonverbal behaviors led to higher pain reports and nocebo THE PLACEBO EFFECT IN
PSYCHOTHERAPY Not only physicians are aware of the
effect of unspecific factors on treatments, patients are aware of
them, too: In their large online survey among Italian patients
with musculoskeletal pain, Rossettini et al. found that patients
believe that contextual factors such as an empathetic alliance,
and verbal and non-verbal communication are effective and
work through mind-body connections. Furthermore, they have
positive attitudes towards their use in clinical practice if they are
not used in a deceptive way. One of the challenges in placebo research is to disentangle the
placebo effect from other effects through elaborate study designs. To differentiate the placebo effect from the psychosocial context,
Gruszka et al. as well as Curkovic et al. recommend outsourcing
some parts of the psychosocial context via smartphone
applications. Such an app could be used for standardized
recruitment, randomization and the provision of treatment
information to induce positive expectations. Furthermore, it
could be used to assess expectations, symptom severity, or
physiological data via smartphone sensors (e.g., heart rate)
without personal interaction and in daily life. Additionally,
Curkovic et al. suggest that studies should rigorously investigate
and report aspects of research plans to the better investigate which
aspects of an intervention at which dose is relieving symptoms,
and this could also be achieved through an app. Citation: Weimer K, Enck P, Dodd S
and Colloca L (2020) Editorial:
Placebo and Nocebo Effects in
Psychiatry and Beyond. Front. Psychiatry 11:801. doi: 10.3389/fpsyt.2020.00801 August 2020 | Volume 11 | Article 801 Frontiers in Psychiatry | www.frontiersin.org Editorial: Placebo and Nocebo Effects in Psychiatry Weimer et al. effects. Howe et al. delve deeper in specific aspects of the
patient-provider-interaction and differentiate between
competence and warmth. They provide a framework for
researchers and practitioners about how patients perceive
competence and develop the feeling that the physician “gets it”,
and how they perceive warmth when the physician “gets them”. However, non-specific effects of treatments comprise many
aspects, and Gerger et al. translated and validated the first
German version of the Healing Encounters and Attitudes Lists
(HEAL-D) and its short form (HEAL-D-SF). This set of
questionnaires assesses patients’ views on the patient-provider
interaction, the healthcare environment, treatment expectations,
positive outlook, spirituality, and attitudes towards
complementary and alternative medicine. It may help to turn
non-specific into specific effects, and therefore may be usable for
research purposes and clinical practice. distinct mechanism that works without conscious expectations. However, there are only a few studies limited to the area of pain
and further studies are needed. THE PLACEBO EFFECT ON DEPRESSION,
ANXIETY, PAIN, AND OTHER SYMPTOMS Irving Kirsch published several studies and meta-analyses about
the placebo response and placebo effect in treatments with August 2020 | Volume 11 | Article 801 Frontiers in Psychiatry | www.frontiersin.org 2 Editorial: Placebo and Nocebo Effects in Psychiatry Weimer et al. antidepressants and questioned whether the placebo response
and the drug effect in RCTs are additive (5, 6). In his recent
article, Kirsch summarizes the results of these and other meta-
analyses clearly demonstrating that “most (if not all) of the
benefits of antidepressants in the treatment of depression and
anxiety are due to the placebo response”. However, RCTs cannot
answer the question how patients’ symptoms evolve without any
treatment or how they should be treated instead. Kirsch reports
several alternative treatments such as psychotherapy, physical
exercise, omega-3 supplements, and yoga that has been shown to
be as effective as antidepressants but with less side effects, and in
some cases with better long-term effects than antidepressants. To
further evaluate how expectancy could influence outcomes in
antidepressant trials, Laferton et al. performed a re-analysis of a
double-blind RCT in major depression comparing escitalopram,
S-adenosyl-L-methionine (SAMe) and placebo. Results show
that the patients’ perceived treatment assignment during the
trial changed, was predicted by symptom improvements, and
contributed more to treatment outcomes than actual treatment. Finally, there was no difference between groups. Furthermore, expectations of pain decrease were a mediator for
placebo analgesia, but higher age and higher warmth-detection
thresholds were associated with lesser placebo analgesia. g
A large proportion of our knowledge about the placebo effect
and its underlying mechanisms stems from experimental
studies with pain, but there is little knowledge whether the
same mechanisms apply to other symptoms. To elucidate this
question, Wolters et al. reviewed the literature about placebo
and nocebo effects in dyspnea, fatigue, nausea, and itch. They
can confirm that in general the same mechanisms as in pain are
at work in these symptoms, such as the combination of verbal
suggestions and conditioning, and that subjective symptoms
are more prone to elicit a placebo effect than are physiological
measures. However, there are also some differences as
the influence of individual characteristics varies between
symptoms. Evidence can be added by an experimental study
by Meeuwis et al. who investigated placebo and nocebo effects
through verbal suggestions on itch. THE PLACEBO EFFECT ON DEPRESSION,
ANXIETY, PAIN, AND OTHER SYMPTOMS Participants received the
respective information either in an open-label condition
knowing that the applied tonic was a placebo (a pink-colored
skin disinfectant), or in a closed-label condition in which they
were deceptively told that the tonic was effective. Whereas
suggestions did not affect itch reports during histamine
iontophoresis, participants in both positive suggestion groups
reported lower itch and lower skin temperature increase after
the iontophoresis compared to the negative suggestion groups. Interestingly, their open-label suggestion was as effective as the
deceptive information about the effectiveness of the placebo,
and they found a symptom specific physiological reaction
to itch. But patients do not only “feel better” through the placebo
effect, several neuroimaging studies could demonstrate
neurophysiological changes in the brain. Brown and Pecina
underline these results and provide an overview of
neuroimaging studies of the antidepressant placebo effect. They
show that this effect is comparable to the placebo effect on pain. This finding implies common underlying mechanisms involving
brain areas associated with cognitive control, the representation
of expectations, and reward and emotional processes. Still, pain is the best investigated symptom in placebo research. Complementary to neuroimaging studies, Reicherts et al. present an
electroencephalography (EEG) study combining the motivational
priming hypothesis and the conditioning of placebo and nocebo
effects. Participants who were told that unpleasant pictures decrease
pain, indeed reported less pain, and consequently, somatosensory
evoked potentials were decreased when they watched unpleasant
pictures compared to neutral pictures. They conclude that the
well-known modulation of pain by emotions is influenced
by expectations. Another underreported areas are placebo and nocebo effects
on cardiac symptoms and physiology. In an experimental study
with patients with Takotsubo cardiomyopathy—a rare, reversible
form of cardiomyopathy after stressful psychosocial life events—
and heart-healthy controls, all participants received a saline
infusion three times together with the information that it has
no effect, a positive (placebo) or negative (nocebo) effect on
cardiac functions, respectively. Olliges et al. report that before
and during the nocebo condition subjective stress rating, heart
rate, and systolic blood pressure increased, whereas the latter also
increased after placebo information. However, there were no
differences between patients and controls. The experimental pain study by Zhou et al. found
interactional effects of different expectations, sex of participants
and personal characteristics such as dispositional optimism and
state anxiety on pain reports in a complex manner. THE PLACEBO EFFECT ON DEPRESSION,
ANXIETY, PAIN, AND OTHER SYMPTOMS After a
conditioning procedure with electrical pain, women in the low
expectancy group reported decreased pain compared to the No
or High expectancy groups, whereas men reported decreased
pain in the High expectancy group in the test session. Whether
optimism or state anxiety predicted placebo effects was
dependent on the expectancy level, but independent of sex. To
explore other predictors of placebo analgesia, Wang et al. used
latent class analyses (LCA) to identify learning patterns during a
conditioning procedure in an experimental pain study. LCA
revealed that greater or increased differences between high
and low pain ratings in combination with red and green light
signaling stimuli during conditioning were associated with
greater placebo analgesia in the subsequent testing phase. Frontiers in Psychiatry | www.frontiersin.org AREAS RELATED TO MENTAL
DISORDERS The placebo effect could not only be helpful to directly decrease
symptoms of a disorder, but also when it is used to influence
functions related to mental disorders such as cognitive
functioning or appetite regulation. Participants in the study
of Fuhr and Werle were randomized to listen to a mental
training or philosophy lecture both audio-taped for 20 min, and
half of the participants of each group were told that they listen
to an effective or control tape. All participants improved their
cognitive performance as measured with a d2-test, but those August 2020 | Volume 11 | Article 801 Frontiers in Psychiatry | www.frontiersin.org 3 Editorial: Placebo and Nocebo Effects in Psychiatry Weimer et al. participants who experienced a greater improvement rated the
received treatment as effective irrespective of group assignment. This, at least, shows that healthy persons can rate their
cognitive performance without being influenced by (bogus)
verbal suggestions, and thus, could be indicative of a healthy
function. Winkler and Hermann chose a different study design:
two groups received a nasal spray along with the suggestion of a
cognitive improvement (placebo) or impairment (nocebo)
effect, and one group served as a control (without nasal spray
or suggestions). Similar to the study by Fuhr and Werle, verbal
suggestions did not affect actual cognitive performance. However, participants in the placebo group rated their
cognitive improvement better and felt less tired compared to
the nocebo group. The authors conclude that these subjective
effects may explain why so-called neuroenhancers are still
popular among college students. For their study about
placebo and nocebo effects of a sham transcranial magnetic
stimulation (sTMS), Höfler et al. employed women who turned
out to be placebo or nocebo responders, respectively, in previous
studies. According to their responsiveness they received the
information that the sTMS will increase (placebo) or decrease
(nocebo) their left-sided visual attention in an eye-tracking
experiment. As in the above-mentioned studies, the placebo
instruction did not affect actual visual attention, but subjectively
improved attention. In contrast, nocebo responders showed the
opposite to the expected reaction. the “bad brother” of the placebo effect have shown that known
placebo mechanisms such as conditioning, expectations, and social
learning can also have negative outcomes. Faasse et al. define
“nocebo effects as unpleasant or adverse outcomes triggered by the
treatment context”. AREAS RELATED TO MENTAL
DISORDERS The authors differentiate between primary
nocebo effects and nocebo side effects, and the misattribution of
regular symptoms to an (inert) treatment. Furthermore, they
describe how experimental studies should be designed to
investigate the nocebo effect appropriately. While Faasse et al. focus on studies with treatments involving drugs or medical
devices, Locher et al. emphasize that the nocebo effect could also
occur in psychotherapy. They provide two examples where a nocebo
or nocebo-related effect could evolve: In patients with chronic
primary pain or other symptoms without a clear physiological
etiology, and in relation to trauma debriefing to prevent post-
traumatic stress disorders (PTSD). To prevent nocebo (side) effects it would be helpful if nocebo
responders could be detected in advance. In a re-analysis of
experimental endotoxemia studies, Benson and Elsenbruch
investigated predictors of the nocebo effect. Nocebo responders,
defined as participants in the placebo arms of RCTs who believed
they were allocated to the verum arm, reported significantly more
physical symptoms but did not differ from non-responders in
psychological or physical parameters. Within nocebo responders,
physical symptoms correlated with greater state anxiety,
negative mood, catastrophizing and neuroticism. Their study
demonstrates that it is difficult to predict who will be a nocebo
responder, but that perceiving nocebo side effects could affect
perceived treatment allocation—another reason why nocebo side
effects should be reduced. Webster and Rubin provide a
systematic review of RCTs investigating brief psychological
interventions to reduce or avoid nocebo side effects in medical
treatments. In the 27 studies found, omitting side effect
information was most successful to reduce nocebo side effects,
whereas other communication strategies such as priming,
distraction, and altering the branding of drugs showed mixed
effects. De-emphasizing of side effects was not effective. Finally,
they discuss that it could be challenging to balance the reduction
of nocebo side effects with informed consent. Pan et al. investigated another strategy to reduce nocebo side effects in an
experimental study: Participants with weekly headaches received
a placebo pill and were randomized to read a bogus medication
leaflet only or to read additionally an explanation about the
nocebo effect. Two minutes after pill intake, the group that had
received the explanation about nocebo reported less nocebo
symptoms than the other group. This effect was moderated by
baseline symptoms, perceived sensitivity to medicine, and
expectations. Furthermore, most participants evaluated the
nocebo information as helpful. AREAS RELATED TO MENTAL
DISORDERS In another eye-tracking study from the same work group,
Potthoff et al. did not directly target visual attention, but a
placebo pill that claimed to reduce appetite was given to
healthy, mostly normal-weight women, and their reactivity to
food cues was registered. Participants reported decreased
appetite which was related to decreased visual attention for
food, e.g., fixation and dwell time on high and low-caloric food
images compared to non-food pictures. The experimental study
by Hoffmann et al. confirms these results: healthy normal-weight
participants reported decreased appetite after ingesting a placebo
pill that should increase satiety compared to a control group. They additionally assessed an objective marker of hunger and
found that the opposite information—that a placebo pill claimed
to enhance appetite - increased plasma ghrelin levels but did not
affect appetite itself. In a third study of placebo effects on food
consumption, Panayotov showed that the information about a
calorie-reduced diet decreased body mass, body mass index
(BMI), and fat tissue in overweight and obese participants of a
weight loss program. Although participants did not strictly
adhere to their diet programs and the sample size was small,
this preliminary study shows that weight regulation could be
directly addressed through manipulating expectations
of patients. NOCEBO EFFECTS Most of the articles in this Research Topic deal with the placebo
effect and response after typical applications of treatments such In conjunction with studies about the placebo effect, the nocebo
effect has already been mentioned above. Previous studies about August 2020 | Volume 11 | Article 801 Frontiers in Psychiatry | www.frontiersin.org Editorial: Placebo and Nocebo Effects in Psychiatry Weimer et al. and systolic blood pressure, and decreased pain perceptions in
relaxed participants in a pain paradigm with rectal distensions. Such experimental studies show promising ways to harness
the placebo effect for patients’ treatments in ethical and legal
ways. Benefits for patients are clear as they experience symptom
as well as side effect reductions, but the placebo effect is rarely
used systematically. Showing that harnessing the placebo effect is
not only effective but also cost-efficient could improve its
visibility and acceptability. A systematic review by Hamberger
et al. investigated if placebo interventions are also cost-efficient
but showed that there is a lack of health economic evaluations
and encourage placebo researchers to report costs of
placebo interventions. as pills or ointments. However, disentangling the true treatment
effect from the placebo response and placebo effect is also
challenging in other forms of treatments, e.g., psychotherapy
(see above). Chae et al. discuss in particular two aspects that
could lead to a high placebo response in acupuncture: the fact
that even sham acupuncture may elicit physiological responses,
and the difficulty of effective blinding of provider and patient. They suggest more appropriate alternative control strategies in
acupuncture treatment. There is less research about the placebo effect in children (7) and
this Research Topic comprises only two further articles about it: one
involved an experimental design with healthy children, and one
discusses the influence of the so-called placebo-by-proxy effect. The
placebo-by-proxy effect was introduced by Grelotti and Kaptchuk
(8) in 2011 and describes the effect where people in the social
environment of a patient (parents, siblings, relatives, peers) feel
better when the patient receives an effective treatment. Czerniak
et al. complement this concept with the corresponding “nocebo-
by-proxy” effect and discusses the impact of these two concepts
particularly on children’s symptoms and treatments. Their
review of the available literature opens an important research
field. The influence of parents or other proxies on placebo and
nocebo responses has rarely been studied. The experimental
study by Watolla et al. CONCLUSION: MORE QUESTIONS THAN
ANSWERS? In summary, the multifaceted articles in this Research Topic
issue show that placebo and nocebo effects are complex
phenomena. There is still a debate about the role of placebo
and nocebo effects in psychotherapy research and their relation
to common and context factors. In contrast, context factors such
as the patient-provider interaction have already been
acknowledged as part of the placebo effect in other treatments. Research about the placebo effect on depression, anxiety, and
pain reveals a high placebo effect showing symptom
improvement and neurophysiological changes in the brain. However, there is less research about other symptoms such as
itch or heart-related diseases, among others. Recent studies aim
to harness the placebo effect to improve functions that are related
to mental disorders, such as cognitive functioning or appetite
regulation, and may be an interesting research area for further
studies. There are several other underreported research fields
such as: appropriate control conditions for treatments other than
pills, placebo and nocebo effects in children, and the role of
genetics and heritability. An increasing amount of articles
investigate the nocebo effect and nocebo related adverse effects,
their mechanisms and strategies to avoid or reduce them. Finally,
all research aims to improve treatments of patients and recent
studies show promising results by employing techniques that
enhance the placebo effect or reduce the nocebo effect. However,
more research is needed to transfer knowledge about placebo and
nocebo effects into clinical practice to benefit patients in an
ethical and broadly accepted manner (10). NOCEBO EFFECTS investigated the effect of a suggested
ginkgo patch on cognitive performance in children and one
parent. While they found only a poor overall placebo effect,
neither the cognitive performance nor the expectations of
children and their parents were interrelated. This may imply
that shared information and heritability have a low impact on the
placebo effect. Although it should be taken into account that the
participants were all healthy and without need for cognitive
improvement. This finding is supported by the first study
involving a classical twin design: Weimer et al. employed
healthy mono- and dizygotic twin pairs in an experimental
study with a heat pain paradigm. After conditioning the
effectiveness of an ointment, twins reported a significant
placebo analgesic effect in the test condition. This effect was
mainly related to the personal learning experience during the
conditioning procedure, but not to the effect of their co-twin,
suggesting that heritability and shared environment play a minor
role. In contrast, first studies show a genetic component in the
placebo effect, but these results are still inconclusive (9) and twin
studies should be combined with genetic analyses to further
elucidate this area. AUTHOR CONTRIBUTIONS Elsenbruchetal. tie in with first evidence that psychophysiological
responses, such as an increase of parasympathetic activation, to
placebo interventions could play a role in the establishment of a
placebo effect. In their study, a brief progressive muscle
relaxation exercise but not a control task reduced heart rate KW wrote the first draft of the manuscript. PE, SD, and LC
provided critical revision of the manuscript and important
intellectual contributions. All authors contributed to the article
and approved the submitted version. August 2020 | Volume 11 | Article 801 Frontiers in Psychiatry | www.frontiersin.org Editorial: Placebo and Nocebo Effects in Psychiatry Weimer et al. Conflict of Interest: The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be construed as a
potential conflict of interest. Conflict of Interest: The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be construed as a
potential conflict of interest. Conflict of Interest: The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be construed as a
potential conflict of interest. 4. Dodd S, Walker AJ, Brnabic AJM, Hong N, Burns A, Berk M. Incidence and
characteristics of the nocebo response from meta-analyses of the placebo arms
of clinical trials of olanzapine for bipolar disorder. Bipolar Disord (2019)
21:142–50. doi: 10.1111/bdi.12662 Copyright © 2020 Weimer, Enck, Dodd and Colloca. This is an open-access article
distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the
original author(s) and the copyright owner(s) are credited and that the original
publication in this journal is cited, in accordance with accepted academic practice. No
use, distribution or reproduction is permitted which does not comply with these terms. Copyright © 2020 Weimer, Enck, Dodd and Colloca. This is an open-access article
distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the
original author(s) and the copyright owner(s) are credited and that the original
publication in this journal is cited, in accordance with accepted academic practice. No
use, distribution or reproduction is permitted which does not comply with these terms. Copyright © 2020 Weimer, Enck, Dodd and Colloca. This is an open-access article
distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the
original author(s) and the copyright owner(s) are credited and that the original
publication in this journal is cited, in accordance with accepted academic practice. No
use, distribution or reproduction is permitted which does not comply with these terms. 5. Kirsch I. Are drug and placebo effects in depression additive? Biol Psychiatry
(2000) 47:733–5. doi: 10.1016/s0006-3223(00)00832-5 5. Kirsch I. Are drug and placebo effects in depression additive? Biol Psychiatry
(2000) 47:733–5. doi: 10.1016/s0006-3223(00)00832-5 6. Kirsch I, Sapirstein G. Listening to Prozac but hearing placebo: a meta-
analysis of antidepressant medication. Prev Treat (1998 1(2):Article 2a. doi: 10.1037/1522-3736.1.1.12a 6. Kirsch I, Sapirstein G. Listening to Prozac but hearing placebo: a meta-
analysis of antidepressant medication. Frontiers in Psychiatry | www.frontiersin.org REFERENCES 7. Weimer K, Gulewitsch MD, Schlarb AA, Schwille-Kiuntke J, Klosterhalfen S,
Enck P. Placebo effects in children: a review. Pediatr Res (2013) 74:96–102. doi: 10.1038/pr.2013.66 1. Enck P, Bingel U, Schedlowski M, Rief W. The placebo response in medicine:
minimize, maximize or personalize? Nat Rev Drug Discovery (2013) 12:191–
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perspective. Philos Trans R Soc Lond B Biol Sci (2011) 366:1859–69. doi: 10.1098/rstb.2010.0398 3. Evers AWM, Colloca L, Blease C, Annoni M, Atlas LY, Benedetti F, et al. Implications of Placebo and Nocebo Effects for Clinical Practice: Expert
Consensus. Psychother Psychosom (2018) 87:204–10. doi: 10.1159/
000490354 10. Colloca L, Barsky AJ. Placebo and Nocebo Effects. N Engl J Med (2020)
382:554–61. doi: 10.1056/NEJMra1907805 August 2020 | Volume 11 | Article 801 Conflict of Interest: The authors declare that the research was conducted in the
absence of any commercial or financial relationships that could be construed as a
potential conflict of interest. Prev Treat (1998 1(2):Article 2a. doi: 10.1037/1522-3736.1.1.12a August 2020 | Volume 11 | Article 801 Frontiers in Psychiatry | www.frontiersin.org
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Innovative and motivational SDT-based approach to promote Iranian women&#39;s physical activity
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Introduction The new perspective on health does not define health only as the
absence of illness or disability but also defines health as complete
physical, mental, and social well-being [1]. Therefore, the effect
of numerous factors such as background, lifestyle, social,
economic conditions, and the like, which are referred to as
"social determinants of health (SDH)", are determined on the
health status of individuals. SDHs include all the conditions in
which a person is born, lives, works, and strives, and these
conditions affect his / her opportunity to enjoy a healthy and
productive life [2]. Recent models of health promotion have
chosen SDH as a key component of the economic, political, and
social environment that is effective on lifestyle and behavior as ABSTRACT Despite proving the undeniable role and importance of physical activity in maximizing physical, mental, and social health and social
health from childhood to old age, different societies are still suffering from inactivity, globesity, and subsequent health problems and
despite the importance of women's health and maternal roles in achieving the family and community health, women are generally more
sedentary and less activate than men, so that 45.3% of Iranian men and 61.9% of Iranian women do not have adequate physical activity. This is even though routine-based interventions in some countries about increasing physical activity in line with implementing the
recommendations of the World Health Organization by 2030 are not effective. This mini-review intends to introduce barriers and
drivers in addressing women's physical activity, suggest motivational and new methods and explain the psychological facilitators of
behavior and pay attention to the importance of supportive environments and the SDT conceptual framework in improving self-
regulation and promoting physical activity. Keywords: Women's health, Physical activity, Self determination theory, Lifestyle well as life quality [3]. Findings from a study on women's lifestyle
and quality of life indicate that sedentary women experience
higher levels of stress than active women and experience higher
rates of depression and suicidal ideation. Active women also have
a higher quality of life [4]. Any bodily movement produced by
the skeletal muscles that require more energy than the resting
state of the body is called physical activity (PA) [5]. PA has also
been mentioned as the basis of energy balance and weight control
[6]. Innovative and motivational SDT-based approach to promote
Iranian women's physical activity Mohamad Ezati Asar1, Elahe Saleh1, Mohammadreza Ghaneapur1* 1 Department of Health Education & Health Promotion, School of Public Health, Semnan University of Medical Sciences, Semnan, Iran. Correspondence: Mohammadreza Ghaneapur, Department of Health Education & Health Promotion, School of Public Health, Semnan University of Medical Sciences,
Semnan, Iran. mrghaneapur@semums.ac.ir A novel approaches According to some studies, 62% of participants cited "laziness"
as the most important obstacle to participation in physical activity
Iranian adults mentioned meeting new people (74%), happiness
(71.8%), and meeting friends (67.73%) as the most common
reasons for participating in physical activity and referred to social
support from family and friends to be effective in physical activity
[15]. In studies conducted for this purpose, "pleasure and
interest" [16, 17], "fitness" [16], and "pleasure and happiness"
[18] have been mentioned as important drivers of women's desire
for physical activity. It is important to note that despite the large
number of qualitative studies that have examined and explained
the facilitators and barriers to physical activity among adults,
limited quantitative studies have been conducted in this area [19]. Despite the high prevalence of sedentary lifestyle among women,
in many cases, women have acknowledged and believed in the
health benefits of increased physical activity, and research has
shown that people with higher knowledge have a greater
perception of PA benefits and self-efficacy and are more likely to
engage in physical activity [15]. However, the fundamental
question is why interventions to improve physical activity do not
lead to continued behavior in the long run, and individuals are
transferred to the position before the intervention or even lower
than the previous position [21, 22]. Although more than four
decades have passed since the design of motivational approaches
and SDT theories which are based on internal and external
motivation and autonomous behavior and individual competence
in the psychological and clinical fields, they are not properly
included in health promotion interventions. SDT categorizes a
person's motivation levels as 1. Motivation 2. Internal regulation
and 3. External regulation. Intrinsic motivation is when a person
performs a behavior due to intrinsic pleasure and external
motivation occurs when a person performs a behavior due to the
consequent results [24]. SDT, as an Organismic Theory, assumes
that individuals are inherently prone to growth and mental
integration and as a result learning, mastery, and communication
with others. However, these tendencies do not manifest
themselves automatically and supportive conditions are needed
to strengthen them. SDT specifically states that for healthy
growth, we need support for basic psychological needs, including
autonomy, competence, and relatedness [25]. Autonomy
involves a sense of initiative and ownership in one's actions which
are supported by interesting and valuable experiences. Autonomy is undermined by controlled external experiences,
whether reward or punishment. Relationship between diseases and physical
activity In an age when overweight, the global obesity epidemic
(Globesity), and its subsequent health problems are increasing in
the developing world [7], PA has promised to achieve a balanced
body mass index (BMI) [8]. As a result, it can significantly reduce
non-communicable diseases (NCDs) such as cardiovascular
diseases, metabolic diseases, diabetes and cancer and so on which
are caused by a sedentary lifestyle [9]. PA can also play a
significant role in reducing 63% of morbidity and mortality from
NCDs, which are referred to as avoidable deaths [10]. This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-Non Commercial-
ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is
given and the new creations are licensed under the identical terms. This is an open access journal, and articles are distributed under the terms of the Creative Commons Attribution-Non Commercial-
ShareAlike 4.0 License, which allows others to remix, tweak, and build upon the work non-commercially, as long as appropriate credit is
given and the new creations are licensed under the identical terms. 62 Ezati Asar et al.: Innovative and motivational SDT-based approach to promote Iranian women's physical activity Ezati Asar et al.: Innovative and motivational SDT-based approach to promote Iranian women's physical activity class and education, revealing the characteristics through which
the fundamental distinction between cultures is made possible
[21]. The results of studies carried out have focused on some
cultural factors like cultural identity, cultural perspectives,
gender norms associated with physical activity (PA), cultural
perspectives on health associated with PA, family cultural
expectations, lack of sports facilities appropriate to culture as
cultural factors related to PA [22]. Hence, besides other
elements, PA level can drastically be affected by the cultural
values prevailing the society, so that the girls, women, the
elderly, the disadvantaged groups, and those with disabilities and
chronic diseases still have fewer opportunities for safe, cost-
effective, and proper places to engage in PA in many countries
[11]. Thus, removing conservative socio-cultural barriers before
considering PA as a norm for women has to be on the agenda
[23]. Prevalence of physical activity Despite the numerous evidence and benefits of performing PA,
only one in four adults and three in four adolescents follow the
WHO global recommendations for increasing physical activity. With the economic growth of societies, the trend of sedentary
lifestyle is increasing [11] and based on evidence sedentary
lifestyles in 50 years and older women are significantly more than
men [12]. The findings of the study showed a high prevalence of sedentary
lifestyle in the Iranian population (54.7%) so 45.3% of Iranian
men and 61.9% of Iranian women do not have adequate physical
activity [13]. The findings of some studies in Iran indicate that the
physical activity of women aged 30-45 years is 214± 4524 steps
per day [14], which is less than half of the WHO recommended
values for physical activity [11]. A novel approaches Competence is about the feeling
of dominance, the feeling that one can succeed and grow. The
need for competence is best met in well-structured
environments that provide optimal challenges, growth
opportunities, and positive feedback. Relatedness means the
sense of belonging and connection. This is facilitated by the
transfer of respect and care. Disabling any of these three basic References 1. Charter O. Ottawa Charter for health promotion. First
international conference on health promotion; 1986. pp.17-21. 1. Charter O. Ottawa Charter for health promotion. First
international conference on health promotion; 1986. pp.17-21. Given the undeniable role of a sedentary lifestyle in the
occurrence and exacerbation of many non-communicable
diseases, the methods and strategies used have not yet achieved
significant success. Although educating people has been
considered as the key approach to increasing physical activity
over long years given the role of "self-awareness" in people's
health [23] and reasons like lack of awareness and limited
investment in this area have been emphasized despite the global
progress in increasing PA, this can not be ignored that the
increase in PA among the women, on the one hand, needs a
system-based approach and there is no single political solution for
all countries [11], and training-based interventions in the
development of sports behavior and continuous physical activity
have not been very successful on the other hand [25]. Hence,
given the many components that affect PA, using interventions
associated with PA based on SDT can facilitate and cultivate the
basic psychological needs (Autonomy, Competence, and
Relatedness), not only in enhancing and promoting PA but also
in creating preventive behavior and maintaining healthy
behaviors, combating emerging diseases such as Covid-19 [30]
and even in teaching and learning environments can be helpful
and used [31]. The implementation guidelines of SDT-based
interventions in changing the behaviors resulting in health and
behavioral regulation like the maintenance and continuation of
PA in various countries like Iran have been reviewed and
localized and their effects have been significantly proven in recent
years [14, 16, 32, 33]. 2. Labonté R, Schrecker T. Globalization and social
determinants of health: the role of the global marketplace
(part 2 of 3). Glob Health. 2007;3(6):1-17. 3. Krumeich A, Meershoek A. Health in global context;
beyond the social determinants of health? Glob Health
Action. 2014;7(1):23506. 4. Lim HS, Yoo JJ. Association between health indicators and
health-related quality of life according to physical activity of
older women. Healthcare; 2020: Multidisciplinary Digital
Publishing Institute. 5. Gagne M. Autonomy support and need satisfaction in the
motivation and well-being of gymnasts. J Appl Sport
Psychol. 2003;15(4):372-90. 6. Organization WH. Global strategy on diet, physical
activity, and health. 2004. 7. Cecchini M, Sassi F, Lauer JA, Lee YY, Guajardo-Barron V,
Chisholm D. components Despite the importance of women's health and maternal roles in
achieving family and community health, for reasons such as
factors related to a physical condition (gender, age, and health
status of women), psychosocial factors (social determinants of
health, including interpersonal factors, financial income,
employment, level of education, family and social support) and
factors related to the environment of sports and physical activity
(security, environmental characteristics at home, work and
regular access to sports facilities), women compared to men have
lower physical activity [19]. Although research has identified
knowledge, perceived benefits, and self-efficacy as predictors of
PA [15]. Regarding this, the findings of another study show that
the perception of healthy behaviors in the girls' lives is drastically
affected by the determinants of personal and environmental
components, which need to be considered in creating
interventions in doing so [20]. Among the environmental
components, one can state the cultural determinants involving
elements like ethnicity, race, country of origin, language, non-
verbal communication, acculturation, gender, age, sexual
orientation, values, behavioral norms, laws, etiquette, social
grouping and relations, religious and spiritual beliefs, economic 63 ournal of Advanced Pharmacy Education & Research | Jan-Mar 2023 | Vol 13 | Issue 1 Journal of Advanced Pharmacy Education & Research | Jan-Mar 2023 | Vol 13 | Issue 1 Ezati Asar et al.: Innovative and motivational SDT-based approach to promote Iranian women's physical activity
ds is detrimental to motivation and health [26]. Providing
ditions to satisfy these basic needs facilitates the individual's
ivation and independent health, and the frustration of these
ds leads to illness and is accompanied by low-quality
ivation and in many cases with a highly controlled motivation
. sociocultural context and based on SDT. Thus, STD-based
interventions focusing on increasing PA steadily and as a service
package with high quality and “cost-effective” will be able to be
integrated with the program to combat non-communicable
diseases lie non-communicable disease control plan and in
limited resources conditions can bring about quality care as
health care system of the Islamic Republic of Iran [34]. sociocultural context and based on SDT. Thus, STD-based
interventions focusing on increasing PA steadily and as a service
package with high quality and “cost-effective” will be able to be
integrated with the program to combat non-communicable
diseases lie non-communicable disease control plan and in
limited resources conditions can bring about quality care as
health care system of the Islamic Republic of Iran [34]. components needs is detrimental to motivation and health [26]. Providing
conditions to satisfy these basic needs facilitates the individual's
motivation and independent health, and the frustration of these
needs leads to illness and is accompanied by low-quality
motivation and in many cases with a highly controlled motivation
[25]. Results and Discussion Acknowledgments: Thanks and appreciation to Dr. Ruhollah
Rostami, Vice Chancellor for Research, Damghan School of Health,
Semnan University of Medical Sciences, IRI. As a country in epidemiological transition, Iran has a great share
of disability-adjusted life years (DALYs) to non-communicable
diseases. About 78% of deaths are because of non-communicable
diseases so about 312,000 deaths occur as a result of non-
communicable diseases out of 380,000 annual deaths, and the
death rate from non-communicable diseases is predicted to reach
650,000 deaths by 2040. Accordingly, it will lead to about $ 47
billion annual direct and indirect costs to implement non-
communicable disease care programs that confirm the opinion of
the World Health Organization that “One of the main reasons for
the depletion of the health system's resources is a non-
communicable disease” [27-29]. Conflict of interest: None Financial support: None Financial support: None Financial support: None Ethics statement: None Ethics statement: None References Tackling of unhealthy diets, physical inactivity,
and obesity: health effects and cost-effectiveness. Lancet. 2010;376(9754):1775-84. 8. Fararouei M, Brown I, Toori MA, Haghighi RE, Jafari J. Happiness and health behaviour in Iranian adolescent girls. J Adolesc. 2013;36(6):1187-92. 9. Burnham J. Exercise is medicine: health benefits of regular
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Hypoattenuation
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Qeios · Definition, February 2, 2020
Ope n Pe e r Re v ie w on Qe ios
Hypoattenuation
National Cancer Institute
Source
National Cancer Institute. Hypoattenuation. NCI T hesaurus. Code C124041.
Describes areas on an x-ray or CT scan that show up as whiter or brighter than normal.
Qeios ID: 9ZUJ31 · https://doi.org/10.32388/9ZUJ31
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Identifying competencies for integrated knowledge translation: a Delphi study
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Abstract Background: Considerable progress has been made to advance the field of knowledge translation to address the
knowledge-to-action gap in health care; however, there remains a growing concern that misalignments persist
between research being conducted and the issues faced by knowledge users, such as clinicians and health policy
makers, who make decisions in the health care context. Integrated knowledge translation (IKT) is a collaborative
research model that has shown promise in addressing these concerns. It takes advantage of the unique and shared
competencies amongst researchers and knowledge users to ensure relevance of the research process and its
outcomes. To date, core competencies have already been identified to facilitate training in knowledge translation
more generally but they have yet to be prioritized for IKT more specifically. The primary aim of this study was to
recruit a group of researchers and knowledge users to identify and prioritize core competencies for researchers and
knowledge users to engage with IKT. Methods: We recruited health care knowledge users (KUs) and researchers with experience and knowledge of IKT
for a quantitative, cross-sectional study. We employed a modified Delphi approach consisting of three e-survey
rounds to establish consensus on competencies important to IKT for KUs and researchers based on mean rating of
importance and agreement between participants. Results: Nineteen (73%) of the initial 26 participants were researchers (response rate = 41% in the first round;
retention in subsequent rounds > 80%). Participants identified a total of 46 competencies important for IKT (18
competencies for KUs, 28 competencies for researchers) under 3 broad domains. Technical research skills were
deemed extremely important for researchers, while both groups require teamwork and knowledge translation skills. Conclusions: This study provides important insight into distinct and overlapping IKT competencies for KUs and
researchers. Future work could focus on how these can be further negotiated and contextualized for a wide range
of IKT contexts, projects and teams. Greater attention could also be paid to establishing competencies of the entire
team to support the research co-production process. Keywords: Integrated knowledge translation, Knowledge user, Researcher, Competence, Delphi challenges with the uptake of evidence into health care
policy
and
practice
are
not
only
attributed
to
underutilization of research evidence, but may also stem
from failures in the knowledge production process. © The Author(s). 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License,
which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give
appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if
changes were made. The images or other third party material in this article are included in the article's Creative Commons
licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons
licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain
permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the
data made available in this article, unless otherwise stated in a credit line to the data. Abstract Scholars have voiced a growing concern that misalign-
ments may exist between the research conducted and
the issues faced by knowledge users, such as clinicians
and policy makers, who make decisions in the health
care context [1–4]. These incongruences have led to Identifying competencies for integrated
knowledge translation: a Delphi study Euson Yeung1*, Stephanie Scodras1, Nancy M. Salbach1, Anita Kothari2 and Ian D. Graham3,4 Euson Yeung1*, Stephanie Scodras1, Nancy M. Salbach1, Anita Kothari2 and Ian D. Graham3, Background Over the last few decades, considerable progress has
been made to advance the field of knowledge translation
to address the knowledge-to-action gap in health care. Among these advances is the increasing recognition that * Correspondence: Euson.yeung@utoronto.ca * Correspondence: Euson.yeung@utoronto.ca
1University of Toronto, 160-500 University Avenue, Toronto, Ontario M5G
1V7, Canada
Full list of author information is available at the end of the article 1V7, Canada
Full list of author information is available at the end of the article * Correspondence: Euson.yeung@utoronto.ca
1University of Toronto, 160-500 University Avenue, Toronto, Ontario M5G
1V7, Canada
Full list of author information is available at the end of the article Yeung et al. BMC Health Services Research (2021) 21:1181
https://doi.org/10.1186/s12913-021-07107-7 Yeung et al. BMC Health Services Research (2021) 21:1181
https://doi.org/10.1186/s12913-021-07107-7 (2021) 21:1181 Yeung et al. BMC Health Services Research
https://doi.org/10.1186/s12913-021-07107-7 Open Access Participants and recruitment p
We considered two stakeholder groups to be relevant in
this study: knowledge users (KUs) and researchers who
are familiar and experienced with partnered research
using an IKT approach. We define a KU as “an individ-
ual who is likely to be able to use the knowledge gener-
ated through research to make informed decisions about
health policies, programs and/or practices” [22]. Know-
ledge
users
in
the
health
care
system,
such
as
organizational or system-level decision-makers in health
care settings (clinical managers, health care managers,
policy-makers), and point of care health care providers,
were eligible to participate. Individuals who were a KU
or researcher and who had worked in the health sector
for at least 2 years were considered eligible. Potential
study participants were identified through the Integrated
Knowledge Translation Research Network (IKTRN), and
through the research team’s professional network. The
IKTRN is a network of “knowledge users and re-
searchers committed to studying, teaching and prac-
ticing integrated knowledge translation” in Canada [23]
or are known to the research team to have experience in
the field. Given the uniqueness of the patient perspec-
tives with different health conditions and healthcare set-
tings, and the growing focus specifically on patient
engagement in health research, we opted to focus this
study exclusively on clinician and health system know-
ledge users and therefore did not include patients as
study participants. Since sample sizes for Delphi panels
remain variable [19, 24], we prioritized the need for par-
ticipants to reflect the full range of KU and researcher
stakeholders to optimize the credibility and acceptability Although the ideals of research co-production are not
new, conceptualization of the researcher and knowledge
user roles within the research process requires greater
attention, especially with respect to how capacity can be
built to improve and sustain the practice of IKT. For ex-
ample, since ongoing collaborative relationships between
researcher and knowledge user is a key feature of the
IKT process [16], it follows that both groups may need
to develop competence in forming, contributing, and
sustaining collaborative working relationships for the
purpose of co-producing research. A range of enabling conditions have been identified to
support organizations to succeed in IKT. Categorized as
organizational, professional and individual-level condi-
tions, these constitute a framework by which organiza-
tions can develop and monitor their capacity for IKT
[17]. Yeung et al. BMC Health Services Research (2021) 21:1181 Page 2 of 18 Page 2 of 18 views that research results are inaccessible and have lim-
ited applicability to everyday clinical practice. the competencies identified by Mallidou et al. [18] per-
tain to either or both researchers and knowledge users. The primary aim of this study was to recruit a group
of researchers and knowledge users to identify and
prioritize core competencies for researchers and know-
ledge users to engage with IKT. Integrated knowledge translation (IKT) is a collabora-
tive research model that has shown promise in address-
ing the aforementioned views [3, 4]. This approach
involves researchers and knowledge users (clinicians,
managers, policy makers, etc.) “engaging in a mutually
beneficial research project or program of research”
wherein knowledge users identify a problem and have
the authority to implement the research recommenda-
tions [5, 6]. Thus, the IKT approach considers re-
searchers and knowledge users as co-producers of
knowledge [7–11]. Methods We used a modified Delphi approach [19, 20] to identify
and prioritize a set of IKT competencies for the two key
groups of stakeholders involved in the research process:
knowledge users (KU) and researchers. The Delphi tech-
nique is an established and widely used methodology in
healthcare research that enables consensus building
among individuals with pertinent experience and poten-
tially diverse views [21]. Results from Delphi studies are
considered data generated at a single point in time for a
particular
group
of
individuals,
and
are
therefore
intended for further testing and verification to ultimately
inform theory and practice [19]. Research co-production has been described as “a col-
laborative endeavour of academic and non-academic ac-
tors” [12], characterized by “a space where science
intersects with non-science” [13]. Academic and non-
academic participants in the research endeavour interact
throughout the research process to co-produce know-
ledge rather than only interacting during dissemination
of the research results. The nature of such collaborations
is sustained for a period of time, and roles and responsi-
bilities between researcher and knowledge user are at
times necessarily indistinct. As such, IKT approaches
take advantage of the unique as well as shared compe-
tencies amongst researchers and knowledge users [14,
15]. Consequently, the knowledge that is co-produced
through these collaborative efforts is more likely to be
contextually-relevant and therefore applied in health
care practice and policy. Round 2 y g
p
The initial list of competencies for KUs and researchers
was developed based on the ‘Knowledge Translation
Pathways (KTP)’ tool that arose from a scoping review
of competencies for knowledge translation [18]. This is
in keeping with other Delphi studies that utilized pre-
existing information for the initial Delphi round [29]. Two members of the research team (EY, SS) reviewed
and identified competencies that were most relevant to
IKT. EY is an Integrated Knowledge Translation Expert
member of the IKTRN and SS is a healthcare profes-
sional and research trainee with graduate level education
in knowledge translation. They synthesized the list into
29 competencies for KUs and 30 competencies for The aims of Round 2 were to (1) provide feedback (me-
dian rating and percent of participants who rated the
competency as either ‘Very Important’ or ‘Extremely Im-
portant’) on the competencies rated in Round 1, (2) re-
rate the importance of all competencies from the initial
list to assess for consistency between rounds, (3) rate the
importance of newly added competencies, and (4) gener-
ate new competencies based on participants’ comments
if they arise. Ethical considerations Participants demonstrated implied consent by respond-
ing to the online questionnaire and provided their email
address if they agreed to be contacted in subsequent
rounds. The University of Toronto Research Ethics
Board approved the study protocol. Defining consensus for core competencies Our a priori definition of a highly rated competency
consisted of an overall median rating of ‘Very Important’
or ‘Extremely Important’ in addition to at least 70% of
respondents agreeing with either of those ratings within
a round. In combination, median score and percent
agreement is the most commonly used criteria for con-
sensus based on a systematic review of health care Del-
phi studies [24]. We considered there to be consensus
for a core competency if that competency was highly
rated in two rounds. Competencies that did not meet
the highly rated criteria for two rounds were excluded
from the final list of core competencies. Competencies
that were rated twice and received inconsistent ratings
between rounds (e.g., highly rated in Round 2 and not
highly rated in Round 3) were resolved through group
discussion by members of the research team (EY, SS and
NMS). Modified Delphi methodology Our modified Delphi methodology was established a
priori and consisted of three rounds, which is considered
to be the optimal number of rounds [21]. We asked par-
ticipants to rate the importance of competencies needed
by KUs and researchers who are engaging in IKT on a
five-point ordinal scale (Not Important, Slightly Import-
ant, Important, Very Important, Extremely Important)
through an online questionnaire developed using Sur-
veyMonkey™. In addition, participants were asked to
identify new competencies not already included in the
questionnaire. Participant feedback was provided be-
tween rounds as this is an important aspect of develop-
ing group consensus [27, 28]. In rounds two and three,
we provided participant feedback in the form of the
overall median rating and the percent of the participants
who rated the competency as either ‘Very Important’ or
‘Extremely Important’ from the previous round for each
competency being rated. Data were collected over a
course of 2 months (April – June, 2019), and participants
had 2 weeks to complete each round with 1 week separ-
ating the rounds. Round 1 The aims of Round 1 were to (1) characterize the partic-
ipants in terms of stakeholder group (KU or researcher)
as well as work role and setting, (2) rate the importance
of all initially identified competencies for KUs and re-
searchers to engage in IKT, and (3) generate new com-
petencies based on participants’ comments. The Round
1 questionnaire was reviewed by a member of the re-
search team (NMS), and minor adjustments were made
to improve content and clarity prior to administering
the survey. Participants and recruitment Of the individual-level conditions identified, acqui-
sition of adequate IKT-specific knowledge and skills, or
competence, were deemed as essential to the IKT
process. To date, core competencies have already been
identified to facilitate training in knowledge translation
more generally [18]; however competencies have yet to
be prioritized for research co-production more specific-
ally. What remains to be clarified is the extent to which Yeung et al. BMC Health Services Research (2021) 21:1181 Page 3 of 18 of the Delphi results [24], with an ultimate pragmatic
target sample size of 20–25 panelists. researchers through discussion. In keeping with the ori-
ginal ‘KTP’ tool, the competencies were divided into do-
mains
of
‘Evidence’,
‘Teamwork’,
and
‘Knowledge
Translation (KT) Activities’ rather than discrete know-
ledge, skills and attitudes. We believe this categorization
accounts for the integrated nature of competencies, and
allows us to better visualize the competencies relevant to
the key processes critical to IKT. Following a modified Dillman approach for recruit-
ment [25], we sent a pre-notice email prior to the first
invitation to participate in round one of the survey,
followed by two thank you/reminder emails and a final
reminder email for each survey round. Sending multiple
email reminders is an appropriate method of increasing
response rates in Delphi studies [26]. Data analysis
f
h After each round, we calculated the overall median rat-
ing and the percent of the participants who rated each
competency as ‘Very Important’ or ‘Extremely Import-
ant’ (percent agreement). We also conducted a post-hoc
analysis of the median rating and percent agreement for
the individual KU and researcher groups since there was
an unplanned difference between the number of KUs
and researchers in the sample. To determine whether
one group influenced the overall ratings of competen-
cies, we followed the steps outlined by Elwyn et al. [30]
to calculate the equimedian for competencies where
there was discordance between the median rating for the
KU and researcher groups (i.e., one group median was
“Very Important” or above, and the other group median
was below “Very Important”). The equimedian is the
median of a cumulative distribution function that gives
equal weight to the two groups’ responses. We used
Microsoft Excel 2016 to perform the data analysis. Round 3 The aims of Round 3 were to (1) provide feedback (me-
dian rating and percent of participants who rated the Page 4 of 18 Yeung et al. BMC Health Services Research (2021) 21:1181 settings (n = 4, 57%), and researchers primarily worked
in academic institutions (n = 11, 58%) or hospital (n = 5,
26%) settings. competency as either ‘Very Important’ or ‘Extremely Im-
portant’) on the competencies rated in Round 2 that
were being rated again, (2) re-rate the importance of ini-
tial competencies that received inconsistent ratings be-
tween Round 1 and Round 2, and (3) re-rate the
importance of competencies that were added after
Round 1 based on participants’ comments. Round 1 Of the 59 initial competencies (KU competencies =29,
researcher competencies = 30), 43 (72.9%) met the highly
rated criteria (KU competencies = 16, researcher compe-
tencies = 27). The majority of the KU competencies that
did not meet the highly rated criteria (9/16, 56.3%) were
from the ‘Evidence’ domain. Based on the participants’
comments, we identified seven new competencies (KU
competencies = 5, researcher competencies = 2) to in-
clude in subsequent rounds (Table 2). Round 2 Of the 43 competencies that met the highly rated criteria
from Round 1, nine (20.9%) (KU competencies = 2, re-
searcher competencies = 7) fell below the threshold after
Round 2 and were subsequently eliminated. All 16
(100%) competencies that did not meet the highly rated
criteria in Round 1 also did not meet these criteria in
Round 2, demonstrating consistency between rounds. One (14.3%) of the seven new competencies that were
added after Round 1 was rated highly. Participants did
not identify new competencies after Round 2. Competencies eliminated during the Delphi process A total of 20 competencies from the initial list were
eliminated (Table 4). Sixteen of these were KU compe-
tencies
(Evidence = 11,
Teamwork = 3,
Knowledge
Translation Activities = 2) and 4 of these were researcher
competencies (Evidence = 1, Teamwork = 1, Knowledge
Translation Activities = 2). Table 1 Characteristics of participants (Rounds 1, 2, and 3) competencies that received discordant ratings between
KU and researcher groups by calculating the equime-
dian, or weighted median, for each competency rating
[30]. Equimedian values are presented in Supplemental
Table 1 (core competencies) and Supplemental Table 2
(eliminated competencies). Based on this analysis, we
concluded that use of the equimedian rather than the
overall median as an a priori criterion for a high rating,
would have resulted in very few (3%) of the competen-
cies receiving a higher median rating. Therefore, the
group influence on the overall ratings of the competen-
cies was very small. Additionally, because a high rating
was also dependent on the percent agreement with ‘Very
Important’ or ‘Extremely Important’, using the equime-
dian would not have changed the outcomes of this
study. competencies that received discordant ratings between
KU and researcher groups by calculating the equime-
dian, or weighted median, for each competency rating
[30]. Equimedian values are presented in Supplemental
Table 1 (core competencies) and Supplemental Table 2
(eliminated competencies). Based on this analysis, we
concluded that use of the equimedian rather than the
overall median as an a priori criterion for a high rating,
would have resulted in very few (3%) of the competen-
cies receiving a higher median rating. Therefore, the
group influence on the overall ratings of the competen-
cies was very small. Additionally, because a high rating
was also dependent on the percent agreement with ‘Very
Important’ or ‘Extremely Important’, using the equime-
dian would not have changed the outcomes of this
study. Round 3 Sixty-three potential participants were invited to partici-
pate in this study, 26 of whom responded to the first
round of the questionnaire, representing a 41.3% re-
sponse rate (Table 1). One participant did not provide
an email address and therefore could not be contacted
in subsequent rounds. Twenty-two out of the 26 partici-
pants from round 1 completed the questionnaire for the
second round (84.6% retention rate) and 18 of 22 partic-
ipants responded to the third round of the survey, repre-
senting an 81.8% retention rate. The nine (100%) competencies that showed inconsist-
ency between Round 1 and Round 2 (i.e., met the highly
rated criteria in Round 1 but not in Round 2), were rated
highly in Round 3, and were therefore retained in the
final list of core competencies (Table 3). Of the 7 new
competencies that were added in Round 2, one (14.3%)
remained
consistently
highly
rated,
four
(57.1%)
remained consistently below the highly rated threshold,
and two (28.6%) met the highly rated criteria in Round 3
despite missing the threshold in Round 2. Members of
the research team discussed the two competencies that
demonstrated inconsistency between Rounds 2 and 3
and resolved to include them in the final list of priori-
tized competencies for IKT. Participants were asked to identify the predominant
role that they fill in the IKT process, either KU or re-
searcher. Researchers represented approximately 68 to
73% of the participants in each round (Table 1). In an
open-ended comment section in Round 1, two partici-
pants reported that they consider themselves to fill the
role of KU and researcher, although both participants se-
lected researcher as their predominant role. Core competencies for IKT
A total of 46 competencies were identified as highly im-
portant for IKT in our study (Table 3). Eighteen compe-
tencies
were
deemed
core
competencies
for
KUs
(Evidence = 3,
Teamwork = 6,
Knowledge
Translation
Activities = 9), and there were 28 core competencies for
researchers
(Evidence = 8,
Teamwork = 8,
Knowledge
Translation Activities = 12). In round 1, 7 KUs and 19 researchers responded. The
most common type of work was program development/
evaluation (n = 2, 29%) and research support (n = 2,
29%) for KUs, with research (n = 16, 84%) being the
most common type of work for researchers. KUs worked
primarily in government (n = 2, 29%) and ‘Other’ Yeung et al. Discordance between KU and researcher groups To determine if the unequal number of KUs and re-
searchers had an impact on the outcome of the Delphi
study,
we
conducted
a
post-hoc
analysis
for Table 2 New competencies identified by participants in Round
1 1
Knowledge users
1. Advocate for inclusion of appropriate knowledge users in the IKT
process (evidence domain)
2. Understand the resource implications (e.g. funding, time) of the IKT
process (evidence domain)
3. Implement actionable strategies to ensure all team members remain
accountable for their expected contributions throughout the process
(evidence domain)
4. Differentiate between evaluation, research, and quality improvement
(evidence domain)
5. Utilize various resources (e.g., resource librarians) for evidence-
gathering activities (evidence domain)
6. Clarify the roles of individual team members (teamwork domain)
Researcher
7. Understand how intellectual property considerations may impact the
dissemination process Knowledge users
1. Advocate for inclusion of appropriate knowledge users in the IKT
process (evidence domain)
2. Understand the resource implications (e.g. funding, time) of the IKT
process (evidence domain)
3. Implement actionable strategies to ensure all team members remain
accountable for their expected contributions throughout the process
(evidence domain)
4. Differentiate between evaluation, research, and quality improvement
(evidence domain)
5. Utilize various resources (e.g., resource librarians) for evidence-
gathering activities (evidence domain)
6. Clarify the roles of individual team members (teamwork domain)
Researcher
7. Understand how intellectual property considerations may impact the
dissemination process Discussion This study provides important insights regarding KU
and researcher competencies that are perceived by study
participants as important to engaging in IKT. Both KU
and researcher participants agreed on a total of 46 com-
petencies, with 18 competencies deemed important for
KUs in the domains of Evidence (n = 3); Teamwork (n =
6), and Knowledge Translation Activities (n = 9); and 28
competencies rated as important for researchers under
the same domains (Evidence (n = 8), Teamwork (n = 8),
and Knowledge Translation Activities (n = 12)). Round 3 BMC Health Services Research (2021) 21:1181 Page 5 of 18 Table 1 Characteristics of participants (Rounds 1, 2, and 3)
Round 1
(n = 26)
Round 2
(n = 22)
Round 3
(n = 18)
No. of respondents (%)
IKT stakeholder Group
Knowledge user
7 (26.9)
7 (31.8)
5 (27.8)
Researcher
19 (73.1)
15 (68.2)
13 (72.2)
Predominant type of work
Research
16 (61.5)
14 (63.6)
13 (72.2)
Clinical work (patient care)
2 (7.7)
1 (4.6)
1 (5.6)
Program evaluation
1 (3.9)
1 (4.6)
0 (0)
Education and training
1 (3.9)
0 (0)
0 (0)
Other (e.g., program development, research support, policy analysis)
6 (23.1)
6 (27.3)
4 (22.2)
Predominant work setting
Research – academic institution
7 (26.9)
6 (27.3)
5 (27.8)
Research – hospital
5 (19.2)
5 (22.7)
5 (27.8)
Education – academic institution
5 (19.2)
3 (13.6)
3 (16.7)
Administration – government
2 (7.7)
2 (9.1)
1 (5.6)
Clinical – hospital
1 (3.9)
0 (0)
0 (0)
Administration – hospital
1 (3.9)
1 (4.5)
0 (0)
Other (e.g., community organizations, research foundations, professional associations)
5 (19.2)
5 (22.7)
4 (22.2) Table 1 Characteristics of participants (Rounds 1, 2, and 3) Researcher 7. Understand how intellectual property considerations may impact the
dissemination process Yeung et al. BMC Health Services Research (2021) 21:1181 Page 6 of 18 Table 3 List of core competencies for knowledge users and researchers to engage in IKT after 3 survey rounds
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
Knowledge User
Evidence Domain
1
Apply different
types of knowledge
to inform decision-
making
Extremely
Important
(71.4)
Very
Important
(84.2)
Very
Important
(80.8)
Very
Important
(100)
Very
Important
(80.0)
Very
Important
(86.4)
2
Identify decision-
makers’ information
needs and priorities
Very
Important
(85.7)
Very
Important
(84.2)
Very
Important
(84.6)
Very
Important
(100)
Very
Important
(93.3)
Very
Important
(95.5)
3
Understand how
local healthcare
system factors (e.g. Very
Important
(100.0) Researcher health services,
health literacy)
impact decision
making processes
Extremely
Important
(71.4)
Very
Important/
Extremely
Important
(94.4)
*n = 18
Extremely
Important
(88.0)
*n = 25
Very
Important
(57.1)
Very
Important
(73.3)
Very
Important
(68.2)
Very
Important
(100)
Very
Important
(100)
Very
Important
(100.0)
Teamwork Domain
1
Build healthy
working
relationships with
other team
members
Extremely
Important
(100)
Extremely
Important
(94.7)
Extremely
Important
(96.2)
Very
Important
(85.7)
Extremely
Important
(86.7)
Extremely
Important
(86.4)
2
Foster productive
networks of
researchers and
decision makers
Important
(28.6)
Extremely
Important
(94.7)
Very
Important
(76.9)
Very
Important
(85.7)
Very
Important
(73.3)
Very
Important
(77.3)
3
Create opportunities
to learn and share
knowledge through
informal and formal
means
Extremely
Important
(71.4)
Extremely
Important
(94.7)
Extremely
Important
(88.5)
Very
Important
(85.7)
Very
Important
(66.7)
Very
Important
(72.7)
4
Demonstrate and
promote
appropriate
attitudes and
behaviours when
working with
marginalized or
vulnerable
populations
Extremely
Important
(85.7)
Extremely
Important
(78.9)
Extremely
Important
(80.8)
Extremely
Important
(83.3)
*n = 6
Extremely
Important
(80.0)
Extremely
Important
(81.0)
*n = 21
5
Value and
contribute to
knowledge sharing
activities
Extremely
Important
(85.7)
Extremely
Important
(89.5)
Extremely
Important
(88.5)
Very
Important
(85.7)
Very
Important
(80.0)
Very
Important
(81.8)
6
Advocate for
inclusion of
appropriate
knowledge users in
the IKT process
Very
Important
(71.4)
Very
Important
(73.3)
Very
Important
(72.7)
Very
Important
(100)
Very
Important
(100)
Very
Important
(100.0)
KT Activities Domain
1
Address barriers and
facilitators to
applying knowledge
Very
Important
(71.4)
Very
Important
(89.5)
Very
Important
(84.6)
Very
Important
(85.7)
Very
Important
(80.0)
Very
Important
(81.8) es for knowledge users and researchers to engage in IKT after 3 survey rounds KT Activities Domain Yeung et al. BMC Health Services Research (2021) 21:1181 Page 7 of 18 Table 3 List of core competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
to policy/decision-
making
2
Interact with
knowledge brokers
(an intermediary
who links
knowledge sources,
and knowledge
itself to
organizations in its
network) to assist
with developing
and/or finding and
implementing
evidence
Very
Important
(71.4)
Very
Important
(78.9)
Very
Important
(76.9)
Very
Important
(100)
Very
Important
(66.7)
Very
Important
(77.3)
3
Identify practice
gaps and
opportunities to use
relevant evidence to
improve practice
Very
Important
(100)
Extremely
Important
(89.5)
Very
Important/
Extremely
Important
(92.3)
Very
Important
(85.7)
Very
Important
(80.0)
Very
Important
(81.8)
4
Identify and address
inconsistencies
between research
findings and
expertise or patient
preferences
Extremely
Important
(85.7)
Very
Important
(84.2)
Very
Important
(84.6)
Very
Important
(71.4)
Very
Important
(60.0)
Very
Important
(63.6)
Very
Important
(100)
Very
Important
(92.3)
Very
Important
(94.4)
5
Describe how the
patient’s values
affect the balance
between potential
advantages and
disadvantages of
available healthcare/
policy options
Very
Important
(85.7)
Very
Important
(84.2)
Very
Important
(84.6)
Very
Important
(85.7)
Very
Important
(73.3)
Very
Important
(77.3)
6
Appropriately
involve the patient
in decision-making
Extremely
Important
(71.4)
Extremely
Important
(84.2)
Extremely
Important
(80.8)
Extremely
Important
(71.4)
Extremely
Important
(80.0)
Extremely
Important
(77.3)
7
Promote the use of
research and
outcome data to
formulate, evaluate
and/or revise policy
and practices to
improve care
Extremely
Important
(100)
Extremely
Important
(89.5)
Extremely
Important
(92.3)
Extremely
Important
(100)
Very
Important
(100)
Very
Important
(100.0)
8
Adapt and apply the
evidence for the
local practice
context/
environment
Extremely
Important
(85.7)
Extremely
Important
(100)
Extremely
Important
(96.2)
Extremely
Important
(85.7)
Very
Important
(86.7)
Very
Important/
Extremely
Important
(86.4)
9
Understand the
resource
implications (e.g. KT Activities Domain funding, time) of
the IKT process
Very
Important
(57.1)
Very
Important
(53.3)
Very
Important
(54.5)
Very
Important
(80.0)
Very
Important
(69.2)
Very
Important
(72.2)
ROUND 1
ROUND 2
ROUND 3 Table 3 List of core competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
to policy/decision-
making
2
Interact with
knowledge brokers
(an intermediary
who links
k
l d
Very
Important
(71.4)
Very
Important
(78.9)
Very
Important
(76.9)
Very
Important
(100)
Very
Important
(66.7)
Very
Important
(77.3) evidence
3
Identify practice
gaps and
opportunities to use
relevant evidence to
improve practice
Very
Important
(100)
Extremely
Important
(89.5)
Very
Important/
Extremely
Important
(92.3)
Very
Important
(85.7)
Very
Important
(80.0)
Very
Important
(81.8)
4
Identify and address
inconsistencies
between research
findings and
expertise or patient
preferences
Extremely
Important
(85.7)
Very
Important
(84.2)
Very
Important
(84.6)
Very
Important
(71.4)
Very
Important
(60.0)
Very
Important
(63.6)
Very
Important
(100)
Very
Important
(92.3)
Very
Important
(94.4)
5
Describe how the
patient’s values
affect the balance
between potential
advantages and
disadvantages of
available healthcare/
policy options
Very
Important
(85.7)
Very
Important
(84.2)
Very
Important
(84.6)
Very
Important
(85.7)
Very
Important
(73.3)
Very
Important
(77.3)
6
Appropriately
involve the patient
in decision-making
Extremely
Important
(71.4)
Extremely
Important
(84.2)
Extremely
Important
(80.8)
Extremely
Important
(71.4)
Extremely
Important
(80.0)
Extremely
Important
(77.3)
7
Promote the use of
research and
outcome data to
formulate, evaluate
and/or revise policy
and practices to
improve care
Extremely
Important
(100)
Extremely
Important
(89.5)
Extremely
Important
(92.3)
Extremely
Important
(100)
Very
Important
(100)
Very
Important
(100.0)
8
Adapt and apply the
evidence for the
local practice
context/
environment
Extremely
Important
(85.7)
Extremely
Important
(100)
Extremely
Important
(96.2)
Extremely
Important
(85.7)
Very
Important
(86.7)
Very
Important/
Extremely
Important
(86.4)
9
Understand the
resource
implications (e.g. KT Activities Domain funding, time) of
the IKT process
Very
Important
(57.1)
Very
Important
(53.3)
Very
Important
(54.5)
Very
Important
(80.0)
Very
Important
(69.2)
Very
Important
(72.2)
ROUND 1
ROUND 2
ROUND 3 Yeung et al. BMC Health Services Research (2021) 21:1181 Page 8 of 18 Table 3 List of core competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
Researcher
Evidence Domain
1
Understand how
different types of
knowledge (e.g. KT Activities Domain research, practice,
theory) are
generated and used
in KT
Extremely
Important
(100)
Extremely
Important
(94.7)
Extremely
Important
(96.2)
Extremely
Important
(71.4)
Extremely
Important
(86.7)
Extremely
Important
(81.8)
2
Apply appropriate
research
methodologies to
examine the
determinants of
knowledge use
across different
settings and
stakeholder groups
Extremely
Important
(100)
Extremely
Important
(94.7)
Extremely
Important
(96.2)
Extremely
Important
(100)
Extremely
Important
(86.7)
Extremely
Important
(90.9)
3
Design and evaluate
the impact,
effectiveness and
sustainability of KT
strategies in
different settings
Very
Important
(85.7)
Extremely
Important
(94.7)
Extremely
Important
(92.3)
Extremely
Important
(100)
Extremely
Important
(73.3)
Extremely
Important
(81.8)
4
Respond to
questions by
stakeholders
regarding the
evidence generated
to inform decision-
making
Extremely
Important
(71.4)
Extremely
Important
(100)
Extremely
Important
(92.3)
Extremely
Important
(100)
Very
Important
(80.0)
Very
Important
(86.4)
5
Apply the most
appropriate
dissemination tool
for communicating
with different
audiences/
stakeholders
Very
Important
(57.1)
Very
Important
(84.2)
Very
Important
(76.9)
Very
Important
(85.7)
Very
Important
(73.3)
Very
Important
(77.3)
6
Incorporate the
most relevant
stakeholder
perspectives into
the research process
and implementation
cycle
Very
Important
(100)
Extremely
Important
(100)
Extremely
Important
(100.0)
Extremely
Important
(100)
Extremely
Important
(86.7)
Extremely
Important
(90.9)
7
Select appropriate
KT models or
Very
Important
Extremely
Important
Extremely
Important
Very
Important
Extremely
Important
Very
Important Evidence Domain Yeung et al. BMC Health Services Research (2021) 21:1181 Page 9 of 18 Table 3 List of core competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
frameworks of
knowledge
dissemination and
implementation for
the context being
considered
(85.7)
(83.3)
*n = 18
(84.0)
*n = 25
(85.7)
(73.3)
(77.3)
8
Help transform
clinical,
management or
policy questions
into research
questions
Very
Important
(85.7)
Extremely
Important
(94.7)
Very
Important/
Extremely
Important
(92.3)
Very
Important
(85.7)
Very
Important
(80.0)
Very
Important
(81.8)
Teamwork Domain
1
Use effective
communication
strategies within the
context being
considered
Extremely
Important
(100)
Extremely
Important
(100)
Extremely
Important
(100.0)
Very
Important
(85.7)
Very
Important
(73.3)
Very
Important
(77.3)
2
Use effective
strategies to set
priorities and
manage/resolve
conflict between
stakeholders with
differing interests
Important
(42.9)
Very
Important
(84.2)
Very
Important
(73.1)
Very
Important
(71.4)
Very
Important
(60.0)
Very
Important
(63.6)
Very
Important
(80.0)
Very
Important
(69.2)
Very
Important
(72.2)
3
Evaluate the impact
of knowledge
brokering to
connect evidence to
practice/policy
Very
Important
(85.7)
Very
Important
(68.4)
Very
Important
(73.1)
Very
Important
(71.4)
Very
Important
(60.0)
Very
Important
(63.6)
Very
Important
(100)
Very
Important
(61.5)
Very
Important
(72.2)
4
Demonstrate and
promote
appropriate
attitudes and
behaviours when
working with
marginalized or
vulnerable
populations
Extremely
Important
(66.7)
*n = 6
Extremely
Important
(89.5)
Extremely
Important
(84.0)
*n = 25
Extremely
Important
(85.7)
Extremely
Important
(73.3)
Extremely
Important
(77.3)
5
Form sustainable
working
relationships with
relevant partners
(e.g. Evidence Domain government,
industry, academia,
funders etc)
Extremely
Important
(85.7)
Extremely
Important
(94.7)
Extremely
Important
(92.3)
Extremely
Important
(100)
Very
Important
(80.0)
Very
Important/
Extremely
Important
(86.4)
6
Advocate for
appropriate change
or action(s)
Very
Important
(57.1)
Extremely
Important
(78.9)
Very
Important
(73.1)
Very
Important
(57.1)
Very
Important
(60.0)
Very
Important
(59.1)
Very
Important
(80.0)
Very
Important
(76.9)
Very
Important
(77.8)
7
Form collaborative
networks of relevant
stakeholders to
effectively generate,
disseminate, and
collate knowledge
Very
Important
(100)
Extremely
Important
(89.5)
Very
Important/
Extremely
Important
(92.3)
Very
Important
(85.7)
Very
Important
(66.7)
Very
Important
(72.7) Teamwork Domain Page 10 of 18 Yeung et al. Teamwork Domain BMC Health Services Research (2021) 21:1181 Table 3 List of core competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
throughout the KT
process
8
Implement
actionable strategies
to ensure all team
members remain
accountable for
their expected
contributions
throughout the
process
Very
Important
(71.4)
Very
Important
(53.3)
Very
Important
(59.1)
Very
Important
(60.0)
Very
Important
(76.9)
Very
Important
(72.2)
KT Activities Domain
1
Identify the most
appropriate
approach (es) to
closing the
knowledge-to-action
gaps in the context
being considered
Very
Important
(57.1)
Extremely
Important
(84.2)
Extremely
Important
(76.9)
Very
Important
(71.4)
Extremely
Important
(73.3)
Extremely
Important
(72.7)
2
Develop and
prioritize the steps
in a dissemination
plan within the
research design
Very
Important
(71.4)
Very
Important
(89.5)
Very
Important
(84.6)
Very
Important
(71.4)
Very
Important
(66.7)
Very
Important
(68.2)
Very
Important
(100)
Very
Important
(100)
Very
Important
(100.0)
3
Consider the
individual,
organizational and
system-level barriers
and facilitators to
knowledge uptake
in planning KT
activities
Very
Important
(71.4)
Extremely
Important
(94.7)
Extremely
Important
(88.5)
Very
Important
(71.4)
Extremely
Important
(86.7)
Extremely
Important
(81.8)
4
Create KT plans that
are closely linked to
the goals of the
research project
Very
Important
(57.1)
Very
Important/
Extremely
Important
(94.4)
*n = 18
Very
Important
(84.0)
*n = 25
Very
Important
(100)
Extremely
Important
(80.0)
Very
Important/
Extremely
Important
(86.4)
5
Incorporate patient’s
values into KT plan
by balancing
potential
advantages and
disadvantages of
available options
Very
Important
(85.7)
Extremely
Important
(89.5)
Very
Important
(88.5)
Very
Important
(85.7)
Extremely
Important
(86.7)
Very
Important
(86.4)
6
Conduct stakeholder
analyses to
understand the
target audiences,
interest in and
capacity to engage
with the evidence
Very
Important
(71.4)
Extremely
Important
(84.2)
Very
Important/
Extremely
Important
(80.8)
Extremely
Important
(71.4)
Very
Important
(60.0)
Very
Important
(63.6)
Very
Important
(100)
Very
Important
(92.3)
Very
Important
(94.4)
7
Work collaboratively
Very
Extremely
Extremely
Very
Very
Very KT Activities Domain
1
Identify the most
appropriate
approach (es) to
closing the
knowledge-to-action
gaps in the context
being considered
Very
Important
(57.1)
Extremely
Important
(84.2)
Extremely
Important
(76.9)
Very
Important
(71.4)
Extremely
Important
(73.3)
Extremely
Important
(72.7)
2
Develop and
prioritize the steps
in a dissemination
plan within the
research design
Very
Important
(71.4)
Very
Important
(89.5)
Very
Important
(84.6)
Very
Important
(71.4)
Very
Important
(66.7)
Very
Important
(68.2)
Very
Important
(100)
Very
Important
(100)
Very
Important
(100.0)
3
Consider the
individual,
organizational and
system-level barriers
and facilitators to
knowledge uptake
in planning KT
activities
Very
Important
(71.4)
Extremely
Important
(94.7)
Extremely
Important
(88.5)
Very
Important
(71.4)
Extremely
Important
(86.7)
Extremely
Important
(81.8)
4
Create KT plans that
are closely linked to
the goals of the
research project
Very
Important
(57.1)
Very
Important/
Extremely
Important
(94.4)
*n = 18
Very
Important
(84.0)
*n = 25
Very
Important
(100)
Extremely
Important
(80.0)
Very
Important/
Extremely
Important
(86.4)
5
Incorporate patient’s
values into KT plan
by balancing
potential
advantages and
disadvantages of
available options
Very
Important
(85.7)
Extremely
Important
(89.5)
Very
Important
(88.5)
Very
Important
(85.7)
Extremely
Important
(86.7)
Very
Important
(86.4)
6
Conduct stakeholder
analyses to
understand the
target audiences,
interest in and
capacity to engage
with the evidence
Very
Important
(71.4)
Extremely
Important
(84.2)
Very
Important/
Extremely
Important
(80.8)
Extremely
Important
(71.4)
Very
Important
(60.0)
Very
Important
(63.6)
Very
Important
(100)
Very
Important
(92.3)
Very
Important
(94.4)
7
Work collaboratively
with decision/policy
makers to
Very
Important
(85.7)
Extremely
Important
(100)
Extremely
Important
(96.2)
Very
Important
(85.7)
Very
Important
(80.0)
Very
Important
(81.8) Very
Important
(100.0) KT Activities Domain Page 11 of 18 Yeung et al. BMC Health Services Research (2021) 21:1181 Table 3 List of core competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
Median
(% agree)
Median
(% agree)
Median
(% Agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
synthesize and
develop tailored
messages for the
target audience
8
Create strategies to
collect, collate and
package evidence in
an accessible and
relevant manner for
policy and practice
Very
Important
(71.4)
Extremely
Important
(94.7)
Very
Important
(88.5)
Very
Important
(71.4)
Very
Important
(73.3)
Very
Important
(72.7)
9
Develop a
systematic and
inclusive KT plan
that addresses the
critical aspects of
project
implementation and
management
Very
Important
(57.1)
Extremely
Important
(89.5)
Very
Important
(80.8)
Important
(42.9)
Extremely
Important
(73.3)
Very
Important
(63.6)
Very
Important
(100)
Very
Important
(100)
Very
Important
(100.0)
10
Identify various roles
of KT partners and
practitioners in
enhancing user
engagement
Important
(28.6)
Very
Important
(89.5)
Very
Important
(73.1)
Very
Important
(57.1)
Very
Important
(66.7)
Very
Important
(63.6)
Very
Important
(100)
Very
Important
(84.6)
Very
Important
(88.9)
11
Design KT strategies
that include
program-level and
organizational-level
KT
Very
Important
(57.1)
Extremely
Important
(89.5)
Very
Important
(80.8)
Very
Important
(71.4)
Very
Important
(73.3)
Very
Important
(72.7)
12
Use tools to support
knowledge
production
processes such as:
ethics approval,
collaboration
agreements, and
shared decision-
making structures
Very
Important
(71.4)
Very
Important
(84.2)
Very
Important
(80.8)
Very
Important
(85.7)
Very
Important/
Extremely
Important
(71.4)
*n = 14
Very
Important
(76.2)
*n = 21
“% Agree” refers to the percentage of participants who agreed with either “Very Important” or “Extremely Important” ‘Evidence’ domain in decision-making. This is consistent with assertions
that a deep understanding of the context for KT ac-
tivities and an appreciation for a range of evidence
resources are critical for successful knowledge transla-
tion
[18]. This
is
also
in
keeping
with
the
conceptualization of evidence-based practice in which
the application of different types of knowledge, in-
cluding tacit knowledge, has been previously recog-
nized as central to decision-making within a range of
health care contexts [31, 33–35]. For IKT in particu-
lar,
KUs
are
particularly
well-positioned
to
bring
unique context-related knowledge and perspectives to The competencies prioritized for KUs and researchers in
the ‘Evidence’ domain were complementary and support
the sentiment that the partnerships formed between
KUs and researchers are greater than the sum of its
parts in the IKT context [31, 32]. Knowledge user competencies The competencies from the ‘Evidence’ domain that
were rated as highly valuable skills for KUs pertain to
having a working familiarity with the local health care
system and the use of different forms of knowledge Page 12 of 18 Yeung et al. BMC Health Services Research (2021) 21:1181 Table 4 List of eliminated competencies for knowledge users and researchers to engage in IKT after 3 survey rounds
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
Knowledge User
Evidence Domain
1
Critically appraise
research findings
Very
Important
(71.4)
Important
(31.6)
Important
(42.3)
Very
Important
(57.1)
Important
(6.7)
Important
(22.7)
2
Identify and select
the most
appropriate
evidence for the
context being
considered
Very
Important
(57.1)
Very
Important
(68.4)
Very
Important
(65.4)
Very
Important
(85.7)
Important/
Very
Important
(50.0)
*n = 14
Very
Important
(61.9)
*n = 21
3
Develop research
questions for
literature searches
Very
Important
(71.4)
Important
(31.6)
Important
(42.3)
Important
(0.0)
Important
(7.1)
*n = 14
Important
(4.8)
*n = 21
4
Create and
execute an
efficient search
strategy within
relevant electronic
databases
Slightly
Important
(42.9)
Slightly
Important
(26.3)
Slightly
Important
(30.8)
Slightly
Important
(0.0)
Slightly
Important
(0.0)
*n = 14
Slightly
Important
(0.0)
*n = 21
5
Keep up to date
on relevant
literature for the
context being
considered
Important
(42.9)
Important
(47.4)
Important
(46.2)
Important
(28.6)
Important
(28.6)
*n = 14
Important
(28.6)
*n = 21
6
Explain the
different types of
knowledge (e.g. research, practice,
theory) that
contribute to
decision-making
Important
(42.9)
Important/
Very
Important
(50)
*n = 18
Important
(48)
*n = 25
Important
(0.0)
Important
(14.3)
*n = 14
Important
(9.5)
*n = 21
7
Examine and
interpret selected
evidence from a
literature search
Important
(42.9)
Important
(47.4)
Important
(46.2)
Important
(0.0)
Important
(7.1)
*n = 14
Important
(4.8)
*n = 21
8
Use
implementation
resources (e.g. Knowledge user competencies knowledge
translation tools)
to apply evidence
for multiple
audiences
Very
Important
(85.7)
Very
Important
(57.9)
Very
Important
(65.4)
Very
Important
(71.4)
Very
Important
(64.3)
*n = 14
Very
Important
(66.7)
*n = 21
9
Describe the
research process
(e.g. research
question, research
ethics, different
methodologies,
data collection
and analyses)
Important
(14.3)
Important
(31.6)
Important
(26.9)
Important
(14.3)
Slightly
Important
(0.0)
*n = 13
Slightly
Important
(5.0)
*n = 20
10
Differentiate
between
Very
Important
Slightly
Important/
Important
(42.9)
Very
Important
Important
(23.1)
Important
(33.3) Yeung et al. Knowledge user competencies BMC Health Services Research (2021) 21:1181 Table 4 List of eliminated competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
Teamwork Domain
1
Understand how
intellectual
property
considerations
may impact the
dissemination
process
Very
Important
(71.4)
Important
(46.7)
Very
Important
(54.5)
Very
Important
(80.0)
Very
Important
(61.5)
Very
Important
(66.7)
KT Activities Domain
1
Articulate the
difference
between research
and evaluation for
a particular
context
Very
Important
(71.4)
Very
Important
(63.2)
Very
Important
(65.4)
Very
Important
(71.4)
Important/
Very
Important
(50.0)
*n = 14
Very
Important
(57.1)
*n = 21
2
Understand the
role and practices
of social media in
the KT process
Important
(42.9)
Very
Important
(63.2)
Very
Important
(57.7)
Very
Important
(85.7)
Important
(42.9)
*n = 14
Very
Important
(57.1)
*n = 21
“% Agree” refers to the percentage of participants who agreed with either “Very Important” or “Extremely Important” Teamwork Domain “% Agree” refers to the percentage of participants who agreed with either “Very Important” or “Extremely Important” “% Agree” refers to the percentage of participants who agreed with either “Very Important” or “Extremely Important” one of knowledge co-production involving KUs and re-
searchers [38, 39]. Greater attention will need to be paid
to interventions and curricula that facilitate attitudinal
shifts toward beliefs and values that support the entire
IKT process rather than simply focusing on knowledge
transfer between distinct groups of researchers and
knowledge users [18, 37]. the development of research priorities, and the co-
production and application of research evidence [31, 36]. Competencies in the ‘Evidence’ domain that were not
prioritized for KUs included the ability to critically ap-
praise research findings, create and execute an efficient
search strategy within relevant electronic databases,
examine and interpret selected evidence from a litera-
ture search, and keep up to date on relevant literature. Knowledge user competencies This was a notable yet surprising finding given the im-
portance attributed to developing research knowledge
and skills for knowledge users such as health care pro-
fessionals in the context of evidence-based practice [37]. Due to the low number of KUs in this study and their
diverse roles, some participants may not have perceived
these competencies as important for their day-to-day
work, and competency requirements may vary across
contexts. For example, while KUs serving in clinical roles
may be expected to learn continuously about new clin-
ical approaches, the same expectations may not be ap-
plied to KUs working in managerial roles with respect to
the explicit use of research evidence. Issues of feasibility
may also prevent all stakeholders from engaging with
the entire IKT process in every circumstance [18]. More-
over, the competencies not prioritized for KUs may have
been perceived as more relevant to the researcher role;
suggesting that the knowledge-to-action gap may still be
perceived as a knowledge transfer issue [36] rather than Knowledge user competencies BMC Health Services Research (2021) 21:1181 Page 13 of 18 Table 4 List of eliminated competencies for knowledge users and researchers to engage in IKT after 3 survey rounds (Continued)
Competency
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
evaluation,
research, and
quality
improvement
(85.7)
Important
(21.4)
*n = 14
*n = 21
(60.0)
11
Utilize various
resources (e.g.,
resource
librarians) for
evidence-
gathering
activities
Important
(42.9)
Slightly
Important
(0.0)
*n = 14
Important
(14.3)
*n = 21
Important
(40.0)
Slightly
Important
(7.7)
Slightly
Important
(16.7)
Teamwork Domain
1
Help others
access and
appraise evidence
Important
(28.6)
Important
(42.1)
Important
(38.5)
Important
(14.3)
Slightly
Important/
Important
(0.0)
*n = 14
Important
(4.8)
*n = 21
2
Actively seek
opportunities to
engage in the
research process
Important
(42.9)
Important
(47.4)
Important
(46.2)
Important
(14.3)
Slightly
Important/
Important
(0.0)
*n = 14
Important
(4.8)
*n = 21
3
Clarify the roles of
individual team
members
Very
Important
(57.1)
Important
(26.7)
Important
(36.4)
Very
Important
(60.0)
Important
(33.3)
*n = 12
Important
(41.2)
*n = 17
KT Activities Domain
1
Utilize appropriate
KT framework(s)
for the context
being considered
Very
Important
(71.4)
Important
(47.4)
Very
Important
(53.8)
Very
Important
(71.4)
Important
(30.8)
*n = 13
Important
(45.0)
*n = 20
2
Lead the team in
synthesizing
research evidence
to improve
healthcare
services
Important
(28.6)
Important
(36.8)
Important
(34.6)
Important
(42.9)
Slightly
Important
(0.0)
*n = 14
Slightly
Important
(14.3)
*n = 21
ROUND 1
ROUND 2
ROUND 3
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
Median
(% agree)
KU
Researcher Pooled
KU
Researcher Pooled
KU
Researcher Pooled
n = 7
(unless
otherwise
indicated)
n = 19
(unless
otherwise
indicated)
n = 26
(unless
otherwise
indicated)
n = 7
(unless
otherwise
indicated)
n = 15
(unless
otherwise
indicated)
n = 22
(unless
otherwise
indicated)
n = 5
(unless
otherwise
indicated)
n = 13
(unless
otherwise
indicated)
n = 18
(unless
otherwise
indicated)
Researcher
Evidence Domain
1
Identify and set
priorities
regarding policy
needs and
research options
Important
(28.6)
Very
Important
(73.7)
Very
Important
(61.5)
Very
Important
(71.4)
Important/
Very
Important
(50.0)
*n = 14
Very
Important
(57.1)
*n = 21 Page 14 of 18 Yeung et al. Researcher competencies The competencies in the ‘Evidence’ domain that were
prioritized for researchers relate directly to the research
process. This is not surprising since researchers are gen-
erally academic researchers who are directly involved in
and skilled at carrying out the research process [32, 39]. Notably, “Identify and set priorities regarding policy
needs and research options” was not a highly rated com-
petency for researchers. In keeping with IKT theory and
practice [17, 32], this may be because this competency
was considered by study participants to be a role of the
KUs who may be better suited to set priorities given
their deep understanding of the context. ‘Teamwork’ domain Our study findings elaborate on the competencies sug-
gested by Mallidou et al. [18] who described collabora-
tive skills in managing and leading teams as central to
knowledge
translation. Competencies
within
the Page 15 of 18 Page 15 of 18 Page 15 of 18 Yeung et al. BMC Health Services Research (2021) 21:1181 Yeung et al. BMC Health Services Research (2021) 21:1181 ‘teamwork’ domain in our study were not only highly
rated in all 3 Delphi rounds in this study, but were con-
sidered important for both KUs and researchers. They
pertain to navigating the ‘boundary organizations’ occur-
ring at the intersection between science and practice
[13] and promoting ongoing partnerships between KUs
and researchers. Consistent with other participatory
knowledge
co-production
approaches,
many
of
the
highly rated ‘Teamwork’ competencies support KU and
researchers’ roles in knowledge sharing and in forming
and maintaining healthy relationships between KUs and
researchers
[14,
15,
40–42]. The
knowledge
co-
production process is particularly vulnerable to the im-
pact of power relationships amongst researchers and
KUs, especially for issues of sustainability, and the inte-
gration of diverse perspectives and ideas [12]. Data from
the present study support the development of specific
‘teamwork’ competencies to address these shortcomings
and to minimize these common vulnerabilities, particu-
larly
when
marginalized
populations
are
involved. Among these are competencies related to the formation
and maintenance of healthy relationships and networks
throughout the research cycle to optimize team func-
tioning; these include recognizing and valuing the ex-
pertise of all team members, and for KUs to advocate for
their involvement in the IKT process. These competen-
cies are well-aligned with community-based participa-
tory approaches in which efforts aimed at fostering the
team’s capacity for shared ownership of research results
afforded opportunities for all team members to engage
in meaningful dialogue [43]. However, the full potential
of ‘teamwork’ competencies may only be optimally real-
ized if the underlying values and commitment of team
members are sufficiently oriented toward supporting
IKT [18]. themselves as agents of change in a formal manner and
may not recognize the implicit ways in which they are
already applying KT frameworks in policy and practice. However, there is growing evidence to suggest that KUs
can be effective leaders and change agents for imple-
menting innovations, particularly in contexts where KUs
are highly committed and proactively forming working
relationships with community partners [45]. ‘Teamwork’ domain Thus, while
team leadership in synthesizing research evidence was
not prioritized as a KU competency in this study, it may
still be worthwhile to examine the need to build capacity
among individual KUs as well as organizations, noting
specific conditions under which KUs may best serve as
change agents and leaders over knowledge translation
activities [17]. Researcher competencies There is emerging evidence to suggest that there are po-
tential benefits to blurring the lines between research,
quality improvement (QI) and evaluation which has im-
portant implications for partnership formation between
academic and health organizations [36]. Thus, it is sur-
prising that recognizing the difference between research
and evaluation in a particular context was not prioritized
as a researcher competency. This is perhaps due to a
lack of understanding of the potential opportunities
afforded by overlapping research with QI and evaluation
efforts. When research, QI and evaluation are conceptu-
alized as distinct activities within an organization, it can
inadvertently lead to an artificial separation of roles and
responsibilities to the detriment of the IKT process. Thus, future work is warranted to explore how trad-
itional conceptions of research could be reimagined [36]
and the competencies required of KUs and researchers
for this reconceptualization. Limitations We acknowledge that of the use of previously identified
general KT competencies may have inadvertently de-
emphasized or excluded competencies relevant to IKT,
including those that underpin social processes important
to IKT. Hence, future work could explore specific com-
petencies, such as negotiation skills, that are critical to
managing the evolving roles of KU and researcher
throughout the research cycle. We also recognize that
while some competencies did not meet the criteria in
this study, they may still hold relevance for researchers
and knowledge users in some contexts, and hence
should not be ignored altogether. While we sought ap-
propriate representation from researchers and know-
ledge user groups, participants were recruited from a
single international IKT network that is dominated by
Canadian knowledge users who might share a particular
worldview about IKT. We also acknowledge the smaller
number of KU participants in this study and the absence
of data regarding gender identities. Future studies could
examine the external validity of the competencies priori-
tized in this study for a wide range of research contexts,
research partnerships and research co-production team
roles assumed by KUs. This should include establishing
competencies to support the formation of patient part-
ners for projects that involve patient oriented research. p
p
Since a key ingredient for successful IKT is establish-
ing a shared understanding of language, roles and re-
sponsibilities, and ultimately how decisions are made, it
stands to reason that KUs and researchers should also
be equipped to negotiate the IKT process. While negoti-
ation was not an explicit competency in this study, we
believe it is implicit in the KU competencies prioritized
in this study, such as to ‘address inconsistencies between
research findings and expert or patient preferences’, and
‘advocate for inclusion of appropriate KUs in the IKT
process’. Similarly, strong negotiation skills are implicit
in researcher competencies including setting research
priorities and identifying the roles of partners in enhan-
cing user engagement. Moreover, negotiation of roles
and responsibilities to enable successful teamwork is im-
portant
across
diverse
organizational
and
non-
organizational contexts, as well as teams that represent
multiple stakeholders. In a study of how nurse practi-
tioners were integrated into primary health care teams,
role negotiation and clarification was a critical determin-
ant in the performance of health care teams [48]. ‘Knowledge translation activities’ domain
Knowledge user competencies Our study highlights the criticality of teamwork compe-
tencies to enable KUs and researchers from both sides of
the ‘boundary organizations’ to interact effectively and
efficiently to co-produce knowledge [12]. In the face of
long-standing hierarchical traditions and power differen-
tials within the research context, one possible way for-
ward is to build team members’ capacity to create and/
or contribute to research environments in which team-
work competencies and practices are promoted, normal-
ized and made explicit. Creating a safe space for
exchange of dialogue by setting ground rules, ensuring
participant interactivity, and encouraging shared owner-
ship of study results are examples of strategies to assist
in managing power relations [43]. Central to these strat-
egies is KUs and researchers’ capacity to be reflexive
about one’s own values and assumptions, as well as the
ability to communicate clearly and effectively [43, 46]. The KU competencies prioritized under the ‘KT Activ-
ities’ domain support activities typically executed to-
wards the end of the research process that promote the
application of research evidence to the local context. Notably, the two KU competencies that were eliminated
from the ‘KT Activities’ domain were 1) utilizing appro-
priate KT framework(s) for the context being considered
and 2) leading the team in synthesizing research evi-
dence to improve healthcare services. Until more re-
cently,
both
of
these
competencies
have
been
traditionally associated with the researcher role [3]. Owing to their familiarity with stakeholder needs and
the local environment in which knowledge is to be ap-
plied, some have argued for KUs, and specifically man-
agers, to be at the helm for planning and executing KT
interventions [38, 44]. Indeed, KUs may not view Page 16 of 18 Page 16 of 18 Yeung et al. BMC Health Services Research (2021) 21:1181 Yeung et al. BMC Health Services Research (2021) 21:1181 reflective of persistent traditional paradigms of research
in which leadership over KT activities is held by re-
searchers. While the rewards of more collaborative
models of leadership have been purported in the health
care practice context [46, 47], wider adoption of similar
models in IKT must be considered. As we strive to
understand ways to improve implementation processes,
a way forward may be to explore the extent to which do-
mains of the Implementation Leadership Scale (pro-
active,
knowledgeable,
supportive
and
perseverant
leadership) may be relevant to and fostered amongst
KUs [49, 50]. ‘Knowledge translation activities’ domain
Knowledge user competencies Pursuing this line of research can poten-
tially yield opportunities to invest in alternative means
for KUs to contribute meaningfully to the IKT process. Notably, competency in reflexivity was not included in
the initial Delphi survey, nor did study participants rec-
ommend this as a new competency to include in subse-
quent rounds. Thus, a potential focus of competency
development to support IKT could be to build reflexive
skills among KUs and researchers. Evidence is also accumulating from studies of health
care teams to suggest that training efforts should add-
itionally attend to the collective competence of the en-
tire team or of the organization [18, 46, 47]. Building
individual competence may be necessary but insufficient
to address the multitude of contextual factors facing
each unique IKT scenario [46, 47]. Similarly, teams
working in the IKT context must simultaneously address
the expertise relevant to the task at hand as well as the
processes unique to that context that allow for optimal
collective functioning. Thus, further research is war-
ranted to determine if and to what extent the notion of
collective competence plays a role in the IKT context,
and how team-based learning approaches may benefit
the development of expertise in IKT. Limitations In this
case, role clarification was most effective when individ-
uals mobilized their negotiation skills within the con-
straints of their respective organizational processes. Therefore, it may be prudent to draw on organizational
development and transdisciplinary literatures, and health
care team practices to identify ideal approaches to build
capacity
among
KUs
and
researchers
to
negotiate
effectively. Acknowledgements We would like to thank Chris McCutcheon for his insights and assistance
during development of the manuscript. 7. Elliot H, Popay J. How are policy makers using evidence? Models of research
utilization and local NHS policy making. J Epidemiol Community Health. 2000;54(6):461–8. https://doi.org/10.1136/jech.54.6.461. Funding
h
d 10. Salbach NM, Guilcher SJT, Jaglal SB, Davis DA. Determinants of research use
in clinical decision making among physical therapists providing services
post-stroke: a cross-sectional study. Implement Sci. 2010;5(1):77. https://doi. org/10.1186/1748-5908-5-77. 10. Salbach NM, Guilcher SJT, Jaglal SB, Davis DA. Determinants of research use
in clinical decision making among physical therapists providing services
post-stroke: a cross-sectional study. Implement Sci. 2010;5(1):77. https://doi. org/10.1186/1748-5908-5-77. This study was supported by a subgrant from a Canadian Institutes of Health
Research (CIHR) Foundation Grant to IDG (FDN# 143237). The CIHR had no
role in the project. 11. Walter I, Davies H, Nutley S. Increasing research impact through
partnerships: evidence from outside health care. J Health Serv Res Policy. 2003;8(S2):58–60. https://doi.org/10.1258/135581903322405180. Availability of data and materials The datasets used and/or analysed during the current study are available
from the corresponding author on reasonable request. 12. Pohl C, Rist S, Zimmerman A, Fry P, Gurung GS, Schneider F, et al. Researchers’ roles in knowledge co-production: experience from
sustainability research in Kenya, Switzerland, Bolivia and Nepal. Sci Public
Policy. 2010;37(4):267–81. https://doi.org/10.3152/030234210X496628. References 1. Nelson ML, Grudniewicz A, Albadry S. Applying clinical practice guidelines
to the complex patient: insights for practice and policy from stroke
rehabilitation. Healthc Q. 2016;19(2):38–43. https://doi.org/10.12927/hcq.201
6.24697. 1. Nelson ML, Grudniewicz A, Albadry S. Applying clinical practice guidelines
to the complex patient: insights for practice and policy from stroke
rehabilitation. Healthc Q. 2016;19(2):38–43. https://doi.org/10.12927/hcq.201
6.24697. 2. Fillion B, Rochette A, Girard A. Challenges of being a scholarly clinician as
perceived by stroke rehabilitation professionals. Disabil Rehabil. 2014;36(6):
521–8. https://doi.org/10.3109/09638288.2013.797516. 3. Bowen S, Graham ID. Integrated knowledge translation. In: Straus SE, Tetroe
J, Graham ID, editors. Knowledge translation in health care: moving from
evidence to practice. 2nd ed. UK: Wiley; 2013. p. 14–23. https://doi.org/10.1
002/9781118413555.ch02. 3. Bowen S, Graham ID. Integrated knowledge translation. In: Straus SE, Tetroe
J, Graham ID, editors. Knowledge translation in health care: moving from
evidence to practice. 2nd ed. UK: Wiley; 2013. p. 14–23. https://doi.org/10.1
002/9781118413555.ch02. Authors’ contributions EY, AK and IG contributed to the conceptualization of the study. EY designed
and led the research project. SS collected the data and was a major
contributor in writing the manuscript. EY, SS and NS analyzed and
interpreted the survey data. All authors contributed to data analysis, and
read and approved the final manuscript. 8. Kothari A, MacLean L, Edwards N, Hobbs A. Indicators at the interface:
managing policymaker-researcher collaboration. Knowl Manag Res Pract. 2011;9(3):203–14. https://doi.org/10.1057/kmrp.2011.16. 9. Ross S, Lavis J, Rodriguez C, Woodside J, Denis JL. Partnership experiences:
involving decision-makers in the research process. J Health Serv Res Policy. 2003;8(2):26–30. https://doi.org/10.1258/135581903322405144. 9. Ross S, Lavis J, Rodriguez C, Woodside J, Denis JL. Partnership experiences:
involving decision-makers in the research process. J Health Serv Res Policy. 2003;8(2):26–30. https://doi.org/10.1258/135581903322405144. Additional file 1: 6. Gagliardi AR, Berta W, Kothari A, Boyko J, Urquhart R. Integrated Knowledge
Translation (IKT) in health care: a scoping review. Implement Sci. 2016;
11(38). https://doi.org/10.1186/s13012-016-0399-1. Declarations 13. Guston DH. Boundary organizations in environmental policy and science: an
introduction. Sci Technol Hum Values. 2001;26(4):399–408. https://doi.org/1
0.1177/016224390102600401. 13. Guston DH. Boundary organizations in environmental policy and science: an
introduction. Sci Technol Hum Values. 2001;26(4):399–408. https://doi.org/1
0.1177/016224390102600401. Ethics approval and consent to participate Abbreviations
IKT I
d k IKT: Integrated knowledge translation; IKTRN: Integrated Knowledge
Translation Research Network; KTP: Knowledge Translation Pathway;
KT: Knowledge translation; KU: Knowledge user 4. Kothari A, McCutcheon C, Graham ID. Exploring the frontiers of research co-
production: the Integrated Translation Research Network concept papers. Collection published in Research Involvement and Engagement, Health
Resarch Policy and Systems, Implementation Science, Implementation Science
Communications, BMC Medical Research Methodlogy, BMC Health Services
Research, and Systematic Reviews. https://www.biomedcentral.com/
collections/IKT. Accessed 19 July 2021. Conclusion Development of highly skilled KUs and researchers is
critical if IKT teams are to effectively and efficiently co-
produce research to address gaps in health care policy
and practice. While core competencies have previously
been identified to facilitate training in knowledge trans-
lation more generally [15], this study begins to clarify
the competencies that are most relevant to KUs and re-
searchers to support successful IKT. The results from
this Delphi study specify competencies in three domains
(‘evidence’, ‘knowledge ‘teamwork’ and ‘knowledge trans-
lation activities’) that are of particular importance for This study led to the exclusion of ‘leadership’ over KT
activities as a KU competency in despite of literature
pointing to the important role of KUs, such as managers,
in implementation leadership [44, 45]. This could be Page 17 of 18 Yeung et al. BMC Health Services Research (2021) 21:1181 Yeung et al. BMC Health Services Research (2021) 21:1181 Yeung et al. BMC Health Services Research (2021) 21:1181 KUs and researchers to attend to when engaging in IKT. The competencies identified reflect the dynamic and
complex nature of IKT wherein both KUs and re-
searchers must be skilled in managing team dynamics
and functions throughout all phases of the research
process. Although competencies have been specified sep-
arately for KU and researchers in this study, future work
could focus on how these can be further negotiated and
contextualized due to the wide variations in IKT context,
project and team Received: 6 April 2021 Accepted: 27 September 2021 Received: 6 April 2021 Accepted: 27 September 2021 Competing interests 16. Kothari A, McCutcheon C, Graham ID. Defining integrated knowledge
translation and moving forward: a response to recent commentaries. Int J
Health Policy Manag. 2017;6(5):2–1. https://doi.org/10.15171/ijhpm.2017.15. The authors declare that they have no competing interests” in this section. Supplementary Information y
The online version contains supplementary material available at https://doi. org/10.1186/s12913-021-07107-7. 5. Kothari A, McCutcheon C, Graham ID. Defining integrated knowledge
translation and moving forward: a response to recent commentaries. Int J
Health Policy Manag. 2017;6(5):299–300. https://doi.org/10.15171/ijhpm.201
7.15. Ethics approval and consent to participate The University of Toronto Research Ethics Board approved the study
protocol. Protocol ID: 37448. All methods were performed in accordance
with the guidelines and regulations of this research ethics board. Informed
consent was obtained from all participants in this research study. 14. Jull J, Giles A, Graham ID. Community-based participatory research and
integrated knowledge translation: advancing the co-creating of knowledge. Implement Sci. 2017;12(1):150. https://doi.org/10.1186/s13012-017-0696-3. p
p
with the guidelines and regulations of this research ethics board. Informed
consent was obtained from all participants in this research study. 15. Nguyen T, Graham ID, Mrklas KJ, Bowen S, Cargo M, Estabrooks CA, et al. How does integrated knowledge translation (IKT) compare to other
collaborative research approaches to generating and translating
knowledge? Learning from experts in the field. Health Res Policy Syst. 2020;
18(1):35. https://doi.org/10.1186/s12961-020-0539-6. Author details
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16(1):256. https://doi.org/10.1186/s12913-016-1533-0. 1University of Toronto, 160-500 University Avenue, Toronto, Ontario M5G
1V7, Canada. 2Western University, Health Sciences Building, Rm 222, 1151
Richmond St, London, Ontario N6A 5B9, Canada. 3School of Epidemiology
and Public Health, University of Ottawa, 600 Peter Morand Cresent, Ottawa,
Ontario K1G 5Z3, Canada. 4Centre for Practice-Changing Research, The
Ottawa Hospital Research Institute, 501 Smyth Road, Box 711, Ottawa,
Ontario K1H 8L6, Canada. 18. Mallidou AA, Atherton P, Chan L, Frisch N, Glegg S, Scarrow G. Core
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https://researchonline.lshtm.ac.uk/id/eprint/4646018/1/Illness%20recognition%20and%20care-seeking%20for%20maternal%20and%20newborn%20complications%20in%20rural%20eastern%20Uganda_Gold%20VoR.pdf
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Illness recognition and care-seeking for maternal and newborn complications in rural eastern Uganda
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Journal of health, population and nutrition
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© The Author(s). 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0
International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and
reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to
the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver
(http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. Abstract Background: To enhance understanding of the roles of community-based initiatives in poor rural societies, we
describe and explore illness recognition, decision-making, and appropriate care-seeking for mothers and newborn
illnesses in two districts in eastern Uganda where in one implementation district, a facility and community quality
improvement approach was implemented. Methods: This was a cross-sectional study using qualitative methods. We conducted 48 event narratives: eight
maternal and newborn deaths and 16 maternal and newborn illnesses. Additionally, we conducted six FGDs with
women’s saving groups and community leaders. Qualitative data were analyzed thematically using Atlas.ti software. Results: Women and caretakers reported that community initiatives including the presence of community health
workers and women’s saving groups helped in enhancing illness recognition, decision-making, and care-seeking for
maternal and newborn complications. Newborn illness seemed to be less well understood, and formal care was
often delayed. Care-seeking was complicated by accessing several stations from primary to secondary care, and
often, the hospital was reached too late. Conclusions: Our qualitative study suggests that community approaches may play a role in illness recognition,
decision-making, and care-seeking for maternal and newborn illness. The role of primary facilities in providing care
for maternal and newborn emergencies might need to be reviewed. is available and provided. However, as described by
Thaddeus and Maine [3] for maternal deaths and
Waiswa et al. [4] for newborn deaths, care-seeking
delays are common and result in severe morbidity and
mortality. Understanding
how
illness
recognition,
timely decision-making, and appropriate care-seeking
can be achieved effectively and sustainably, and at scale
is important for building efficacious national programs. Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47
DOI 10.1186/s41043-017-0125-x Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47
DOI 10.1186/s41043-017-0125-x Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47
DOI 10.1186/s41043-017-0125-x * Correspondence: mokuga@musph.ac.ug
1Department of Health Policy, Planning and Management, Makerere
University School of Public Health, Kampala, Uganda
2Center of Excellence for Maternal, Newborn and Child Health, Makerere
University, Kampala, Uganda
Full list of author information is available at the end of the article Illness recognition and care-seeking for
maternal and newborn complications in
rural eastern Uganda Monica Okuga1,2*, Peter Waiswa1,2,3, Rogers Mandu1,2, Juddy Wachira4, Claudia Hanson3,5 and Fatuma Manzi6 Background With the adoption of the Sustainable Development Goals,
new and ambitious targets have been set for reducing ma-
ternal and neonatal deaths globally: by 2030, the global
maternal mortality rate (MMR) should not be higher than
70 per 100,000 live births and neonatal mortality rate
(NMR) not more than 12 per 1000 live births [1]. In
Uganda, the MMR is 368 deaths per 100,000 live births,
while the NMR is 27 per 1000 live births [2]. Achieving
these global targets will require that maternal and new-
born illness or complication is recognized early, a decision
to seek care is appropriately made followed by timely
care-seeking, and when facilities are reached, quality care The primary delivery of health care and evidence-
based interventions for maternal and newborn health is
mandated in Uganda to administrative districts as per
decentralization policy [5]. Particular implementation
focus is on rural districts, as they often have the highest
mortality rates [6]. However, there is limited evidence in
the literature on how districts best operationalize access
to care including illness recognition, timely decision-
making and appropriate care-seeking. * Correspondence: mokuga@musph.ac.ug
1Department of Health Policy, Planning and Management, Makerere
University School of Public Health, Kampala, Uganda
2Center of Excellence for Maternal, Newborn and Child Health, Makerere
University, Kampala, Uganda
Full list of author information is available at the end of the article * Correspondence: mokuga@musph.ac.ug
1Department of Health Policy, Planning and Management, Makerere
University School of Public Health, Kampala, Uganda
2Center of Excellence for Maternal, Newborn and Child Health, Makerere
University, Kampala, Uganda
Full list of author information is available at the end of the article In Mayuge district of eastern Uganda, a district-wide
maternal and newborn intervention study, the Expanded Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Page 76 of 96 Quality Management Using Information Power (EQUIP)
project [7] implemented a community quality improve-
ment approach based on national community health
worker (CHW) strategy. EQUIP aimed to improve ma-
ternal and newborn care. The neighboring Namaingo
district served as a comparison district for this plausibility
trial which is explained elsewhere in detail [7]. In short,
the
EQUIP
quality
improvement
approach
(2010–
2014) was based on the collaborative model of im-
provement [8] and linked communities, health facil-
ities, and district health management teams. Background At the
community level, quality improvement teams (QIT)
were formed by CHW at the village level to work on
local problems which hamper the implementation of
WHO essential interventions [9]. Teams were encour-
aged to analyze locally identified problems––including
delayed
care-seeking
for
maternal
and
newborn
care––and to generate possible solutions. The solu-
tions, called “change ideas” were then tested within
the community, and their effects were assessed using
locally generated data on maternal and newborn indi-
cators. Examples of change ideas included visiting of
pregnant women to counsel women, identify maternal
and newborn danger signs and refer if necessary,
using an approach and materials developed as part of
the Uganda Newborn Study (UNEST) and the estab-
lishment of community savings funds (women’s sav-
ings groups) [7, 10]. Table 1 Sample size of each category of respondents in each
district
Case type
Mayuge
(intervention)
Namaingo
(control)
Total cases/
interviews
Maternal
Women who perceived to
have had excessive bleeding
after birth and survived
(maternal illness)
8
8
16
Women who died within
42 days of birth regardless
of cause (maternal death)
4
4
8
Newborn
Women who perceived their
newborn became ill before
28 days of life and survived
(newborn illness)
8
8
16
Women whose newborn
became ill and died within
28 days of life (newborn death)
4
4
8
FGDs with community leaders
2
2
4
FGDs with women’s groups
2
2
Total number of interviews
28
26
54 Table 1 Sample size of each category of respondents in each Table 1 Sample size of each category of respondents in each
district caretakers of women and babies (spouses, neighbors,
friends, siblings) who fell ill or died from four purposefully
selected parishes (two rural and two peri-urban). In each
selected parish, with the help of the CHWS, we identified
one maternal death, two cases of excessive bleeding, two
newborn illnesses, and one newborn death. The selection
criteria for the cases were that they must have been home
when the illness was recognized. Cases arising while in
hospital were excluded. Case definitions are further de-
scribed in the protocol paper in this supplement [13]. Six
focus group discussions (FGDs) were conducted in both
the intervention and comparison districts (Table 1) to gain
perspectives on illness recognition and care-seeking with
community leaders and women’s savings groups. Background Women’s
savings groups are groups of 50–70 women within the
community who make a monthly contribution of $0.30
that can be borrowed to facilitate health care-seeking. These savings groups were part of the change ideas initi-
ated and used in the Mayuge district only. Potential cases
for event narratives were identified with the help of
CHWs in the selected parishes. In Mayuge district, the
CHWs keep updated registers where they record all preg-
nant women, maternal deaths, newborn deaths, deliver-
ies, and women who have had maternal complications
such as post-partum hemorrhage, newborn illnesses,
and prematures within their parishes. However, in
Namaingo, even though the CHW structure is in
place, it is not fully operational. Further screening of
identified cases was conducted using a checklist to
determine true cases. A screening checklist was used
to screen cases and determine eligibility. In view that EQUIP provided a novel approach of col-
laborative quality improvement using CHWs to improve
illness recognition and care-seeking, we aimed to under-
stand how maternal and newborn illness recognition,
timely decision-making, and appropriate care-seeking
were enhanced. We did not set out to explore perceived
quality of maternal and newborn care, although this in-
advertently emerged during the interviews. Study design, area, and intervention This was a qualitative cross-sectional study conducted in
the
EQUIP
intervention
(Mayuge)
and
comparison
(Namaingo) districts in eastern Uganda. Both are typical
rural districts. Mayuge has a population of 460,000 while
Namaingo has approximately 233,000 people [11]. Both
districts lie on the Northern shores of Lake Victoria. This region has a fertility rate of 6.8, greater than the na-
tional average of 5.9 [12]. Namaingo has 22 health cen-
ters and no hospital, and Mayuge district has 40 health
centers
and
one
private-not-for-profit
hospital
that
charge fees for services. Study population and sampling We selected 48 mothers; 24 each from Mayuge and
Namaingo districts (Table 1) aged 18–49 years, and Page 77 of 96 Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Page 77 of 96 Ethics approval and consent to participate pp
p
p
This research was approved by the Makerere University
School of Public Health Higher Degrees Research and
Ethics Committee and Uganda National Council of Sci-
ence and Technology. Permission was also obtained
from the Mayuge and Namaingo District Health Offices. Written informed consent was obtained from all partici-
pants using a consent form translated to Lusoga for clear
understanding. All data was treated with confidentiality
and presented only in aggregate form or anonymized. Confidentiality was ensured throughout the study. Audio
recordings of the illness narratives and focus group dis-
cussions were kept in a locked room and will be
destroyed after 5 years in accordance with the IRB rules. For the FGDs, eight community leaders/members of the
women’s groups were identified and selected as respon-
dents per FGD with the help of the CHWs. Informed
written consent was obtained from each respondent. Quality assurance was maintained through a number of
steps. Prior to the study, the RAs underwent a 4-day train-
ing on study objectives, methods, and ethical consider-
ations. Qualitative data collection tools were translated
into Lusoga and back translated to English by different
people to ensure their accuracy. All discussion guides for
narratives and FGDs were pretested in one of the parishes
not included in the sampling frame. To ensure quality,
audio recordings were checked against the transcripts. All
translations were double checked. Daily field notes were
also used for quality checks. Intermittently, the study
manager supervised data collection in the field. Results We conducted 48 event narratives (8 maternal deaths, 16
maternal illnesses, 8 newborn deaths, and 16 newborn ill-
nesses) and 6 FGDs. There were two refusals (cases related
to one newborn death and one maternal death) for the
event narratives, but these were replaced. Focal persons
(key caretakers) in the maternal illness and death cases
were mostly the husbands and mothers-in-law. In some
cases, sisters and friends were involved. All the respon-
dents for the newborn event narratives were female, and
the majority were the biological mothers. Demographic
characteristics of the focal person are presented in Table 2. Data analysis Interviews were transcribed verbatim. The qualitative
data analysts read through all transcripts and field notes
from group interviews and FGDs multiple times to
familiarize themselves with the data. Complete event
narratives were written for each index case using data
from the interviews. Content analysis methodology was
used to code the transcripts using Atlas.ti software [14]. The responses were coded by case type. Any code with
less than 100% inter-coder agreement was re-evaluated
and dropped if there was no agreement. This analysis
included coding within cases and comparing across cases
and between intervention and comparison areas, identi-
fying crisis recognition categories and broad themes. Key We grouped findings in three domains: (1) illness recog-
nition and care-seeking for maternal and newborn cases,
(2) role of community initiatives in illness recognition and
care-seeking, and (3) patient experiences with care. Data collection narrative domains and sub-domains include perceived
signs and symptoms (what and by whom), care-giving at
home (what, by whom, when in relation to signs, and
symptoms), care-seeking decision-making (whether it
occurred or not, involving whom, what were the consid-
erations), care-seeking (from whom, in what sequence,
barriers encountered), perceived cause of the illness, and
contextual factors that may have influenced recognition
of and response to the illness. To provide depth to and
illustrate the model, we also coded narrative quality,
noting the presence, content, and resolution of contra-
dictory statements among informants in the group. The
analysis model was in the form of a table with four do-
mains that contained key themes and sub-themes which
were explained chronologically by multiple factors to
authenticate the phenomena. The interviews and FGDs were conducted from April
to July 2015 by four trained Research Assistants (RAs):
two data collectors and two note takers, chosen on the
basis of prior experience with qualitative interviews. All
the qualitative interviews were conducted in the local
language, Lusoga. The research team screened the previously identified
households to locate cases of maternal excessive bleed-
ing after delivery, maternal deaths, neonatal illness, and
neonatal deaths using the inclusion criteria as described
above in the study population. Willing participants were
then asked to identify 2–3 individuals who were present
and provided support during the maternal/newborn ill-
ness or death. In some cases, where respondents were
available, the group interview was conducted immedi-
ately, while in other cases, an appointment had to be
made. In most of the cases, the narratives were done in
a single interview with all the care givers in the family. However, in some cases, for example, where the mother
seemed uncomfortable speaking in the presence of other
relatives, an additional separate interview was conducted
with her. Maternal and newborn illness recognition and care-
seeking We noted differences in terms of illness recognition,
decision-making, and care-seeking between mothers and
newborns (Table 3). Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Page 78 of 96 Table 2 Demographics of maternal respondents
Variable
Category
Maternal death
(number/%age) N = 8
Maternal illness
(number/percentage)
N = 16
Respondents for newborn
illnesses (number/percent)
N = 16
Respondents for newborn
death (number/%)
N = 8
Age, 0–18 years
0 (0)
2 (12.5)
0 (0)
1 (12.5)
19–24 years
2 (25)
5 (31.25)
10 (62.5)
5 (62.5)
> 25 years
6 (75)
9 (56.25)
6 (37.5)
2 (25)
Parity 1
3 (37.5)
1 (6.25)
3 (18.75)
2 (25)
2
1 (12.5)
6 (37.5)
4 (25)
4 (50)
3 and above
5 (62.5)
9 (56.25)
9 (56.25)
2 (25)
Marital status
Married
8 (100)
14(87.5)
13 (81.25)
Single/widowed/separated
0 (0)
2 (12.5)
3 (18.75) Table 2 Demographics of maternal respondents Other maternal illness symptoms recognized included
loss of consciousness, headaches, swelling of the body
during pregnancy, dizziness, being bed ridden, and in-
ability to do household chores. All the maternal illness
cases in the intervention area were quickly recognized as
opposed to four of the eight cases in the comparison
area. Unlike post-partum bleeding, newborn illnesses
which are a much broader category of conditions were
not easily nor quickly recognized. The newborn illness
signs that were commonly recognized included baby cry-
ing excessively, fever, failure to breast feed, difficulty in
breathing, and diarrhea. Yellowing of the skin was one
of the signs less easily recognized. The respondents who Care sought from multiple
points up to 4 steps
Most cases sought care from
government health facilities
and private clinics Care sought from 1 to 2
points
Care sought mainly from
government facilities and
informal providers Maternal and newborn illness recognition In both the intervention and comparison areas, recogni-
tion of maternal complications and danger signs was
common. Maternal illness symptoms of excessive bleed-
ing were generally quickly recognized as heavy bleeding
with clots, bright red blood gushing out, having clothes
and mattresses drenched with blood and frequently
changing sanitary pads. “…..I was bleeding so much that whenever i put a pad, it
would immediately get soaked with blood and I would
have to change. I then knew that there was a problem”
(maternal illness, 21-year-old mother, intervention). Table 3 Differences between maternal and newborn cases
Domain
Maternal cases
Newborn cases
Intervention area
Comparison area
Illness recognition
Illnesses fairly quickly
recognized
Delay in recognition of
illness––symptoms
Illness seems to be more quickly
recognized Interviews reveal
better knowledge of danger signs
Knowledge attained from the
VHTs and Health workers
Minimal influence of culture
Larger delay in Illness
recognition
Less knowledge of
danger signs
Culture plays big role in
delay in recognition Cause of illness and death
mainly reported as biological
Cause of illness and death
unknown and mainly reported
as God’s will. Other causes
reported are witchcraft
Decision makers
The focal woman, husband,
and mother in law are key
decision makers
The mother and mother in
law are key decision makers
Husband only contacted
when a referral is required or
the illness is complicated
Care-seeking
Care sought mainly from
formal health care providers
Although informal in a few
cases
First care-seeking point is
home. Home remedies tried
first before others
Care sought from m
points up to 4 step
Most cases sought
government health
and private clinics
Care-seeking relatively fast
Delay in care-seeking
Community initiatives
influence
Women report abo
helpfulness of VSLA
groups to facilitate Care sought from multiple
points up to 4 steps
Most cases sought care from
government health facilities
and private clinics Care-seeking relatively fast
Delay in care-seeking Women report about the
helpfulness of VSLAs/women’s
groups to facilitate care-seeking Page 79 of 96 Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 illness. The role of the husbands was to provide finances
for care-seeking. have babies with jaundice had initially thought the ba-
bies were well until they worsened. In both intervention and comparison areas, respon-
dents were able to mention the biomedical causes of
maternal illnesses and death such as excessive bleeding
after delivery, high blood pressure in pregnancy, and
anemia. Maternal and newborn illness recognition For example, excessive bleeding was stated as
the cause of a mother being anemic. “Most times our husbands left responsibilities to us as
mothers, there are few men who care that the baby is
sick and they have to be taken to the health center but
most times it is us the mothers who have to look for a
way you get your family health care” [FGD, women’s
group, intervention] “They told me the bleeding was too much and the
patient was bleeding non-stop so to me I feel the
problem was this excessive bleeding, because they tried
to give her the injection which stops bleeding but the
bleeding continued so that was caused the woman
to become anemic” [Maternal death, 31-year-old
husband, intervention] Decision makers The key decision makers for maternal cases were the
mothers-in-law, the focal woman herself, and her hus-
band. In most cases, mothers-in-law were present at the
time of the illness and influenced the decision-making
process. Husbands were usually consulted even though
they were sometimes not present in the home. In cases
where the husband was away from home, the use of mo-
bile phones was seen as critical in enhancing communi-
cation between husbands and the caretakers; however,
this caused delays in making decisions. The first point of care was at home for four and
at a health center for three of the eight newborn
deaths (Fig. 2). Remedies used at home included tak-
ing baths, tepid sponging, and use of herbs among
other home remedies. Four of the eight cases visited
a health facility as the second step of care-seeking. Only one baby was brought to a hospital. Two ba-
bies died before reaching the hospital, while four ba-
bies died at the health center, one at home and one
at an informal care provider’s (herbalists) practice. Care-seeking involved in one case, only one step; in
four cases, two steps; in two cases, three steps; and
in one case, four steps. “Based on the phone calls I (the husband) was
getting from the caretaker I knew the condition was
not good at all and at every point of progression
they were calling me but her condition was instead
worsening. I asked them to proceed to the health
facility while I also tried to find my way there to
meet with them” [Maternal death, 40-year-old
husband, intervention] Care-seeking for maternal and newborn illnesses and
deaths Generally, care-seeking patterns were similar for mater-
nal illnesses and deaths and likewise for newborn ill-
nesses and deaths studied. Families reported that care
was sought from several providers before death (Fig. 1). For example, mother 1 first tried to manage the compli-
cations at home and she died on the way to a health
center. Mother 2 went first to seek care from an infor-
mal provider, then to a health center, and died then fi-
nally while seeking care in a hospital. The first point of
care-seeking was the informal sector (1 of 8), the health
center (1 of 8), and the private clinics (2 of 8) in the
intervention district. In the comparison district, one
mother sought care first at home, one in the informal
sector, and one at the health center, and one died on the
way to a health center. None of the mothers, either in
the intervention or the comparison area, went straight
to the hospital to seek care. The care-seeking steps in-
volved for two mothers’ one step, four mothers’ two
steps, and two mothers’ three steps. Four of the eight
mothers died on the way to the health facility to seek
care either during the first, second, or third steps. Two
of the mothers died in a health facility, one in a hospital
and one in a private clinic. On the contrary, the perceived causes of newborn ill-
nesses and death were reported as unknown or associ-
ated with non-medical influences including “God’s will”
and witchcraft. In very few cases, medical causes, for ex-
ample prematurity, were cited. “I think it was traditional because there were some
women who came to see me after I had delivered and I
think they are the ones who caused the death of my
baby as one is a well-known witch” [Newborn death,
20-year-old mother, comparison] Patient experiences with care Regarding newborn illnesses, the key decision makers
were the mothers of the sick newborns and the mothers-
in-law (husband’s mother). They determined where the
baby would be taken for care and at what point of the Quality of care was defined by the respondents often in
terms of availability of drugs, presence of a health worker at
all times, waiting time, health worker attitudes, user fees,
and interpersonal relations. Provider-patient relationship Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Page 80 of 96 Fig. 1 Care-seeking patterns for maternal deaths “I prefer going to the clinic because they always have
drugs. At the government health facility, they always
ask us to buy drugs from the pharmacy in town”
[Maternal illness, 22-year-old mother, intervention] was mentioned as one of the factors affecting utilization of
services. Some respondents mentioned that the reason why
they do not seek care from certain facilities is because the
health workers are rude and unwelcoming. Notably, private
health facilities were mentioned by nine of the respondents
to have more client-focused care and friendly health
workers as compared to public health facilities. Respon-
dents mentioned that at the private facilities, they were
likely to find health workers who were kind to them
and gave them the necessary drugs required as opposed
to public facilities. “At the government facility, the nurses are always very
rude and abuse you for no reason” [Maternal illness,
24-year-old mother, comparison] The waiting time was reported by most respondents as
a determinant of which facility to go to. In some facilities, Fig. 2 Care-seeking patterns for newborn illnesses Fig. 2 Care-seeking patterns for newborn illnesses Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Page 81 of 96 mothers had to queue for many hours before receiving
services, especially in the public health facilities. This re-
sulted in care-seeking from other places such as drug
shops, private facilities, and in some cases, home remedies
or no care sought at all. CHWs were also mentioned as key influencers of care-
seeking especially in the intervention area. Patient experiences with care All respondents
in the intervention area and half of the respondents in the
comparison area stated that usually when they experienced
an illness, they would first consult with the CHW who
would either refer them or give them the necessary medi-
cation. Consultation was either by phone or in person. “You can line in a queue from morning to 1:00 pm,
and that is when the health workers go for lunch, you
sit and wait for them to come back at 3:00 pm and
they write for you that there are no drugs, so most
times I do not go there, the only time that I go there is
when am pregnant.” [Newborn illness, 28-year-old
mother, intervention] “The VHTs/CHWs are very helpful. We always ask
them when we have problems and they tell us what to
do…either to go buy certain medicines or go to the
health facility.” [FGD, community, intervention] In both the intervention and comparison areas, gener-
ally, community members like neighbors/friends also fa-
cilitated care-seeking by being caregivers, looking after
the home or children when the sick mother sought care,
or contributing food and money for care-seeking as well
as for institutional delivery. Role of community initiatives in illness recognition and
care-seeking for maternal and newborn illnesses The role of the community initiatives in maternal and
newborn illness recognition and care-seeking was more
apparent in the intervention than the comparison area
(Table 3). These community initiatives included the
women’s saving groups initiated in the intervention area
as a quality improvement change idea to help women
access funds for health care. “The people in the village helped and gave me money
for the transport I used to go to the health facility to
deliver and to come back home. When I came back
people brought for me sugar and soap.” [Maternal
illness, 38-year-old mother, comparison] The respondents from the 11 of the 12 event narra-
tives (interviews) in the intervention area reported that
they obtained knowledge about maternal and newborn
danger signs mainly from formal health workers at the
health facility, the CHW, or the Village Health Team
(VHT) through village sensitization meetings and home
visits. They reported further that CHWs used a visual
aid to convey information on the danger signs, which
was not the case in the comparison district. Discussion “In our women savings groups, when a woman reaches
a time to deliver or has any sickness or her child is
sick, she goes and she is given money and after she
refunds it and it is given to another.” [FGD, women’s
group, intervention] Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Page 82 of 96 Page 82 of 96 Page 82 of 96 advised and even referred patients to the formal facilities
for care. Such community initiatives have been successfully
implemented elsewhere for neonatal illnesses leading to an
increase in care-seeking behaviors and improved newborn
survival [16, 19]. symptoms prompting women and families to rather go
immediately to a hospital. This could prevent delays. The
review of referral and referral transport system was also
mentioned as a key priority in the recently published
Lancet Maternal Health series [27]. In order for a mother to seek care, decision-making
was influenced by both the male partner or by older
women such as a mother-in-law. However, men had lim-
ited influence in care-seeking for newborn illness. This
being a patriarchal society, men still dominate economic
power and related decision-making [20]. Therefore, for
most cases, the spouse/husband had to be contacted
even when he was away from home. The mobile phones
played a key role in communication with husbands who
were away from home especially with regard to maternal
illnesses. On the contrary, interviews for neonatal ill-
nesses found that the mother of the sick newborn and
her mother-in-law were the chief decision makers. This
may have been due to the fact that informal care sought
for the newborns has a less bearing on economic resources. In this setting, perhaps based on presumed experience, the
mothers-in-law or older women seem to wield influence in
terms of illness recognition and decision-making on
whether to seek care or not and from where to seek care. This finding is similar in other patriarchal settings [21]. Despite some differences in car-seeking patterns for
mothers and newborns, we found that the factors influ-
encing care-seeking were similar for both maternal and
newborn and also for the intervention and comparison
areas. These ranged from availability of finances for
health care, availability of transport, distance to facility,
quality of care provided, attitudes of the health workers,
and other community support systems. These are similar
to findings elsewhere [22, 24, 28]. Discussion However, interviews
in the intervention area reported that the financial bar-
riers were mitigated through the formation of Women’s
savings groups from which funds to seek care could be
borrowed. These saving groups were formed as a result
of community quality improvement change ideas in the
intervention district. In these groups, monthly contribu-
tions of 1000 Uganda shillings (about $0.3) are made,
and members needing financial support can borrow and
pay back later in installments. Members of these groups
were therefore reported to borrow money to facilitate
care in the event of illness or at the time of delivery,
hence a big boost for care-seeking. Our findings support
the value of community programs which are gaining
popularity for improving care-seeking for maternal and
newborn health, especially in LMICs [29–34]. Our quali-
tative findings also support that CHWs can link the
community and formal health facilities by referring
patients to facilities for adequate treatment. Care-seeking for maternal and newborn illnesses was
influenced by differences in illness recognition and per-
ceived cause of the illness. Home-based care, including
home remedies such as baths, herbal tonics, and prayers,
were more often described as the first step of care for
newborns. This is a similar finding to other studies done
in India, Nepal, Bangladesh, and Ethiopia where home-
based care is frequently tried first for newborn illnesses
[22–24]. For maternal cases, care-seeking was described
as more proactive after illness recognition probably as
the recognition of severity was easier [15, 16, 20]. One strength of our study is that it provides insight to
perceptions and experiences around illness recognition
and care-seeking for maternal and newborn illnesses and
deaths. This could inform health delivery improvement
within the country. Our main limitation is that while
our qualitative interviews covered an intervention and
comparison area where a community approach was im-
plemented, our study design prevents us from making
comparative conclusions. Our sample was small. An-
other limitation is the possibility of recall bias of the
events that could have occurred. We mitigated this by
conducting group interviews with the people who were
available when the event occurred. Finally, our study
setting was rural with few peri-urban communities, and
hence, it may not be possible to generalize these findings
to purely urban locations. Sick mothers and newborns are usually referred from
one level to another following Uganda’s pyramidal health
care system. Discussion In this study, we observed that illnesses such as post-
partum hemorrhage which typically presents with clearly
noticeable signs and symptoms were well recognized. In
contrast, respondents reported greater difficulties in
interpreting the more unspecific signs and symptoms of
newborn illnesses. Care-seeking for both maternal and
newborn death involved several steps and referrals. Often, a pattern from care-seeking at one or more facil-
ities belonging to the primary level was described. In no
case was the first point of care-seeking a hospital. “I learned about danger signs in mothers and babies
through the VHT who visited my home while I was
pregnant. So when my baby started breathing badly, I
knew I had to go to a health facility” [Newborn illness,
intervention] Illness recognition is a critical step to making a deci-
sion to seek care. From our study findings, newborn
illness was not well understood and formal care often
delayed. The challenge in recognition of newborn ill-
nesses may have been due to lack of specific symptoms
or even masking of symptoms. This finding was similar
in other settings in Uganda [4, 15, 16] and in Tanzania
[17]. It may also be that the symptoms are actually seen,
but severity is not recognized. Mothers and families seemed
to be able to recognize bleeding after birth (post-partum
hemorrhage), lack of blood (anemia), fever (which they
called malaria), and hypertension in pregnancy (which they
identified with swelling of the feet and the face). Respon-
dents from the intervention districts explained that CHWs
facilitated recognition of illnesses through sensitization of
communities on maternal and newborn danger signs and
hence reducing delay one [15, 18]. These CHWs often Respondents from the case interviews and FGDs in the
intervention area mentioned factors such as presence of vil-
lage saving groups/women’s groups, CHW, and community
support systems as influencers of care-seeking. The pres-
ence of village saving groups, especially the women’s saving
groups, was reported as a chief facilitator of care-seeking in
the intervention district. Saving groups were not present in
the comparison district as this was one of the change ideas
initiated by the EQUIP project at community level. Discussion However, in 50% maternal death cases and
five of the eight cases of newborns deaths, the caretakers
were advised to seek care at a higher level while referral
with an ambulance to the hospital could not be organized. This finding is similar to other low- and middle-income
countries (LMICs) such as Ethiopia where health centers
were found to be physical barriers to access [25, 26]. Indeed, in many cases, mothers died on the way during
this “empty referral.” These findings call for the need to
revisit the role of primary facilities for emergency care. Ideally, primary facility should provide emergency care
and prompt referral if needed. However, our interviews in-
dicate that the primary facilities were not able to do so. While upgrading of facilities to provide better emergency
care and organize referral is paramount, care-seeking
advice during counseling might also talk about signs and Conclusions Our
qualitative
findings
propose
that
CHWs
and
community-based interventions may play a role in early
illness recognition and care-seeking for sick mothers and
babies. Interviews suggested that recognition of newborn Page 83 of 96 Page 83 of 96 Okuga et al. Journal of Health, Population and Nutrition 2017, 36(Suppl 1):47 Competing interests
The authors declare that they have no competing interests. illness was difficult, and care-seeking often limited or
delayed. Maternal danger signs were more consistently
reported and recognized. The role of primary facilities in
providing care for maternal and newborn emergencies
needs to be reviewed to prevent delays by following the
pyramidal health system. Competing interests Competing interests
The authors declare that they have no competing interests. Publisher’s Note Springer Nature remains neutral with regard to jurisdictional claims in
published maps and institutional affiliations. Abbreviation 1Department of Health Policy, Planning and Management, Makerere
University School of Public Health, Kampala, Uganda. 2Center of Excellence
for Maternal, Newborn and Child Health, Makerere University, Kampala,
Uganda. 3Department of Public Health Sciences, Karolinska Institutet,
Stockholm, Sweden. 4School of Medicine/AMPATH, Moi University, Nairobi,
Kenya. 5London School of Hygiene and Tropical Medicine, London, UK. 6Ifakara Health Institute, Dar es Salaam, Tanzania. CHW: Community health worker; EQUIP: Expanded Quality Management
Using Information Power; FGDs: Focus group discussions; LMICs: Low- and
middle-income countries; QI: Quality improvement; QIT: Quality
improvement team; UNEST: Uganda Newborn Study Ethics approval and consent to participate This research was approved by the Makerere University School of Public Health
Higher Degrees Research and Ethics Committee (125th meeting, protocol no. 116) and Uganda National Council of Science and Technology (HS1085). Permission was also obtained from the Mayuge and Namaingo District Health
Offices. Written informed consent was obtained from all participants using a
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respondents. Our thanks go to all the respondents who accepted to be
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Tanzania, Ethiopia, Nigeria, Indonesia, India, and Nepal. Special thanks go to
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and neonatal health outcomes in developing countries: a review of the
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reducing maternal and neonatal morbidity and mortality and improving
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process evaluation of a community-based maternal child health
programme. Midwifery. 2011;27(1):15–22. • We accept pre-submission inquiries
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English
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Fast reconstruction of centre of mass and foot kinematics during a single-legged horizontal jump: A point-cloud processing approach
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Journal of biomechanics
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Fast reconstruction of centre of mass and foot kinematics during a
single-legged horizontal jump: A point-cloud processing approach Fast reconstruction of centre of mass and foot kinematics during a
single-legged horizontal jump: A point-cloud processing approach S.J. McLaren a,b, W. Evans c, B. Galna d,e, M.D. Portas g,h, M. Weston f, I.R. Spears d,* S.J. McLaren a Newcastle Falcons Rugby Club, Newcastle upon Tyne, UK
b Department of Sport and Exercise Sciences, Durham University, Durham, UK
c Faculty of Health Sciences and Wellbeing, Exercise, Sport and Rehabilitative Therapies, University of Sunderland, Sunderland, UK
d School of Biomedical, Nutritional, and Sport Sciences, Newcastle University, Newcastle, UK
e College of Science, Health, Engineering and Education, Murdoch University, Western Australia, Australia
f Institute for Sport, Physical Education & Health Sciences, University of Edinburgh, UK
g Technical Directorate, The Football Association, St. George’s Park, Burton upon Trent, UK
h Center for Rehabilitation, School of Health and Life Sciences, Teesside University, Middlesbrough, Teesside, UK A R T I C L E I N F O Keywords:
Movement screening
Gait analysis
Centre of mass
Markerless Horizontal jumps are discrete, fast, over-ground movements requiring coordination of the centre of mass (CoM)
and base of support and are routinely assessed in sports settings. There is currently no biomechanics-based
system to aid in their quick and objective large-scale assessment. We describe a practical system combining a
single low-cost depth-sensing camera and point-cloud processing (PCP) to capture whole-body CoM and foot
kinematics. Fourteen participants performed 10 single-leg horizontal jumps for distance. Foot displacement, CoM
displacement, CoM peak velocity and CoM peak acceleration in the anterior-posterior direction of movement
were compared with a reference 15-segment criterion model, captured concurrently using a nine-camera motion
capture system (Vicon Motion Systems, UK). Between-system Pearson’s correlations were very-large to near-
perfect (n = 140; foot displacement = 0.99, CoM displacement = 0.98, CoM peak velocity = 0.97, CoM peak
acceleration = 0.79), with mean biases being trivial–small (-0.07 cm [0.12%], 3.8 cm [3.5%], 0.03 m⋅s−1 [1.6%],
0.42 m⋅s−2 [7%], respectively) and typical errors being trivial–small for displacement (foot: 0.92 cm [0.8%];
CoM: 3.8 cm [3.4%]) and CoM peak velocity (0.07 m⋅s−1 [4.3%]), and large for CoM peak acceleration (0.72
m⋅s−2 [15%]). Limits of agreement were −1.9 to 2.0 cm for foot displacement, −11.3 to 3.6 cm for CoM
displacement, −0.17 to 0.12 m⋅s−1 for CoM peak velocity and −2.28 to 1.43 m⋅s−2 for CoM peak acceleration. The practical system captured CoM and foot kinematics during horizontal jumps with acceptable precision. Further work to improve estimates of CoM accelerations and different populations are warranted. * Corresponding author at: School of Biomedical, Nutritional and Sport Sciences, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK.
E-mail address: Iain.Spears@Newcastle.ac.uk (I.R. Spears). Journal of Biomechanics 135 (2022) 111015 Journal of Biomechanics 135 (2022) 111015 a Newcastle Falcons Rugby Club, Newcastle upon Tyne, UK
b Department of Sport and Exercise Sciences, Durham University, Durham, UK
c Faculty of Health Sciences and Wellbeing, Exercise, Sport and Rehabilitative Therapies, University of Sunderland, Sunderland, UK
d School of Biomedical, Nutritional, and Sport Sciences, Newcastle University, Newcastle, UK
e College of Science, Health, Engineering and Education, Murdoch University, Western Australia, Australia
f Institute for Sport, Physical Education & Health Sciences, University of Edinburgh, UK
g Technical Directorate, The Football Association, St. George’s Park, Burton upon Trent, UK
h Center for Rehabilitation, School of Health and Life Sciences, Teesside University, Middlesbrough, Teesside, UK Available online 22 February 2022
0021-9290/© 2022 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
https://doi.org/10.1016/j.jbiomech.2022.111015
Accepted 17 February 2022 Available online 22 February 2022
0021-9290/© 2022 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
* Corresponding author at: School of Biomedical, Nutritional and Sport Sciences, Faculty of Medical Sciences, Newcastle University, Newcastle Upon Tyne, UK.
E-mail address: Iain.Spears@Newcastle.ac.uk (I.R. Spears).
https://doi.org/10.1016/j.jbiomech.2022.111015
Accepted 17 February 2022 1. Introduction Skeletal tracking, in which arti
ficial intelligence (AI) is used on images to infer on whole-body joint
positions (Colyer et al., 2018), provides accurate estimates of kinematic
parameters in some poses (Galna et al., 2014; Eltoukhy et al., 2017). The
errors for foot position, however, can be quite high (>10 cm (Xu and
McGorry, 2015)). In contrast, point cloud processing (PCP), in which
raw depth data is converted directly into 3D landmark coordinates, has been shown to achieve greater levels of accuracy. Notably, studies using
PCP have consistently reported errors of <1 cm for the foot (Paolini
et al., 2014), ankle (Geerse et al., 2019), pelvis (MacPherson et al.,
2016) and knee (Timmi et al., 2018). In addition, PCP has also been
applied (albeit using multiple cameras) to measure CoM kinematics with
similar levels of accuracy (Kaichi et al., 2019). To date, PCP has so far been restricted to the analysis of cyclical, slow
and relatively stationary activities. Whether this technology can track
simultaneously the kinematics of the foot and CoM during discrete, fast
over-ground movements involved in the horizontal jump remains to be Fig. 1. a) Schematic representation of the capture setup (i) used by the two systems to capture concurrently the movements of athlete during a single
(right to left). Also shown is the global origin (0,0,0) of the criterion system and the rigid calibration frame (P1, P2, P3 and P4). Jumping was per
positive y-direction (anterior) towards the low-cost camera. In the sagittal view (lower image), the ‘clean’ point cloud along with the trajectories of th
CoM (long-dashed line) and the left foot marker (short-dashed line) are shown. Note the two localised minima of the y-position of the whole-body CoM t
to anchor the data from the two systems (20% and 55% of the jump cycle). Also shown are the ‘clean’ point clouds in frontal view (z-x plane) in c
infrared (iii). The calculation of whole-body CoM uses all these points, whereas calculation of foot marker position uses only the point at the virtual midp
the 2 strips of reflective (highlighted with a cross on the infrared image (iii). b) Time-normalised kinematics from Vicon (blue) and PCP (yellow) (mean
CoM in the y-direction (n = 1200) are shown. Overlapping regions of the standard deviations are shown in green. Note that all y-axes are scaled to s
between maximal and minimal data points on the time-series. 1. Introduction plates or marker-based motion capture (Colyer et al., 2018). In field
settings, jump performance is assessed using a tape measure (McCubbine
et al., 2018) and technique assessed visually (Padua et al., 2015). Such
methods are time-consuming and often with low inter-rater reliability
(Lindblom et al., 2021). There are other commercial systems used in the
field based on planar switches (e.g., Optojump (Microgate, Italy)) but
these are can only track the feet, potentially missing important features
of jump performance. Movement screening forms a regular component of athlete moni
toring, providing important information on general movement skills and
physical performance potentials (Read et al., 2017). Horizontal jumps
are common to many screening batteries as a proxy measure of explosive
ability (e.g., Strokosch et al., 2018). These tests involve a coordinated
pattern of countermovement, body rotation and arm swing to generate
maximal anterior-posterior displacement, velocity, and acceleration of
the centre of mass (CoM) on take-off and then control CoM above the
new landed position of the feet (Wakai and Linthorne, 2005). In research
settings, these kinematic outcomes are quantified directly using force There are several emerging technologies for the simultaneous mea
surement of foot and whole-body CoM kinematics which have potential
for monitoring jump performance. Studies using multi-segment inertial
measurement units have reported errors for feet and CoM positions of Journal of Biomechanics 135 (2022) 111015 S.J. McLaren et al. <1 cm and <2.57 cm, respectively (Fasel et al., 2017). While likely to be
acceptable for the present purposes, the costs and ease-of-use for large-
scale screening programmes are prohibitive. A potential alternative is
computer vision (Colyer et al., 2018). Skeletal tracking, in which arti
ficial intelligence (AI) is used on images to infer on whole-body joint
positions (Colyer et al., 2018), provides accurate estimates of kinematic
parameters in some poses (Galna et al., 2014; Eltoukhy et al., 2017). The
errors for foot position, however, can be quite high (>10 cm (Xu and
McGorry, 2015)). In contrast, point cloud processing (PCP), in which
raw depth data is converted directly into 3D landmark coordinates, has <1 cm and <2.57 cm, respectively (Fasel et al., 2017). While likely to be
acceptable for the present purposes, the costs and ease-of-use for large-
scale screening programmes are prohibitive. A potential alternative is
computer vision (Colyer et al., 2018). 1. Introduction c) Limits of agreements (Bland and Altman, 1986) for the two systems (±1.96SD) for foot
(i), CoM displacement (ii), CoM peak velocity (iii) and CoM peak acceleration (iv). Fig. 1. a) Schematic representation of the capture setup (i) used by the two systems to capture concurrently the movements of athlete during a single-legged jump
(right to left). Also shown is the global origin (0,0,0) of the criterion system and the rigid calibration frame (P1, P2, P3 and P4). Jumping was performed in the
positive y-direction (anterior) towards the low-cost camera. In the sagittal view (lower image), the ‘clean’ point cloud along with the trajectories of the whole-body
CoM (long-dashed line) and the left foot marker (short-dashed line) are shown. Note the two localised minima of the y-position of the whole-body CoM that were used
to anchor the data from the two systems (20% and 55% of the jump cycle). Also shown are the ‘clean’ point clouds in frontal view (z-x plane) in colour (ii) and
infrared (iii). The calculation of whole-body CoM uses all these points, whereas calculation of foot marker position uses only the point at the virtual midpoint between
the 2 strips of reflective (highlighted with a cross on the infrared image (iii). b) Time-normalised kinematics from Vicon (blue) and PCP (yellow) (mean ± SD) for the
CoM in the y-direction (n = 1200) are shown. Overlapping regions of the standard deviations are shown in green. Note that all y-axes are scaled to span the range
between maximal and minimal data points on the time-series. c) Limits of agreements (Bland and Altman, 1986) for the two systems (±1.96SD) for foot displacement
(i), CoM displacement (ii), CoM peak velocity (iii) and CoM peak acceleration (iv). 2 S.J. McLaren et al. Journal of Biomechanics 135 (2022) 111015 representation of the anterior surface of the athlete (Fig. 1a). The posi
tion of the CoM (i.e., the point about which the summed moment of all
points in the cloud was zero) was then calculated in the x-, y- and z-
directions (i.e., xCoM, yCoM, zCoM) using the following: determined. This study will describe the development and examine the
criterion validity of PCP for the quantification of single-leg horizontal
jump performance (Fig. 1ai) in terms of displacement, velocity and ac
celeration outcomes. 2. Methods The camera was tilted by −30◦
about the x-axis. This configuration was considered optimal in terms of
maximising the capture volume, as determined by trial-and-error. Before
the tests, a rigid calibration frame (600 × 2000 mm) positioned 740 mm
anterior to the global origin was used to create a transformation matrix. Specifically, four strips (5 × 5 mm) of retroreflective tape were glued to
the apices of the frame (Fig. 1ai, Superior View) giving four coplanar
points (P1, P2, P3 and P4) in both systems. The calibration frame was
then removed from the testing area, and subsequent point cloud data
were transformed from the camera to the criterion global system. y
Statistical Analysis: Since our aims are to assess the agreement be
tween two measurement systems, rather than to examine any biological
outcomes, data from all participants (n = 14) and their trials (n = 10 pp)
were treated as independent measures (i.e., n = 140 datapoints per
outcome measure). We used separate linear regressions (SPSS Version
24, IBM Corp., Armonk, NY, USA) to examine the criterion-related
validity of the foot displacement and whole-body COM kinematics. Criterion-derived values of the outcome measures were entered as
separate dependent variables and the corresponding PCP-derived values
were entered as independent variables. Relationship strength was
quantified with Pearson’s product moment correlation coefficient (r),
with the associated R2 value (coefficient of determination) used to ex
press the proportion of explained variance. Additionally, the intraclass
correlation coefficient was calculated using a two-way mixed effects
model (ICC3,1), but these are not reported given that the values were all
within ± 0.0002 of the Pearson’s r for displacement and velocity and
±0.0274 for accelerations. Typical errors ([TE], or standard errors of the
estimate) were used to represent unexplained (random) bias. The mean
difference between PCP and the criterion was used to represent sys
tematic (mean) bias. Finally, Bland & Altman’s 95% limits of agreement
were calculated by adding and subtracting 1.96 times the standard de
viation of the difference (PCP–criterion) in paired measurements (Bland
and Altman, 1986). i Following Paolini et al. (2014), coloured markers were attached to
the feet of each participant (Fig. 1aii), enabling to reconstruct the foot
position from the point cloud data. These foot markers included two
retroreflective strips spaced 70 mm apart, causing two regions of
localised overexposure of the infrared image (Fig. 1aiii). Following
MacPherson et al. 2. Methods where MTotal is the mass of the participant, n is the number of points in
the ‘clean’ point cloud, mk is the mass of each point averaged across the
surface (i.e., mass of the participant / number of points) and xk, yk and zk
are global (i.e., transformed) coordinates of individual points (Fig. 1aii). The study received ethical approval from The University of Sunder
land’s Ethics committee. Fourteen physically active males (age: 28 ± 10
years, stature: 181 ± 9 cm, body mass: 82 ± 10 kg, BMI: 24.9 ± 2.7
kg⋅m−2) volunteered and provided written informed consent. All par
ticipants were free from injury and, after a warm-up, performed single-
legged horizontal jumps at one-minute intervals within the capture
volume of the PCP and laboratory systems (Fig. 1ai). Data processing: The displacement data from both systems were
differentiated to yield velocities and accelerations. All data were then
time-normalised to a percentage of the jump cycle (Fig. 1b), using the
first (20% of jump cycle) and second trough (55% of jump cycle) of the
zCoM time-series data as anchor points (shown as dashed line in Fig. 1ai,
Sagittal View). The normalised data in the y-direction (anterior-poste
rior) were processed to yield outcome measures of jump performance,
which were: displacement of the feet (cm) defined as the distance be
tween the right and left foot markers at 20% and 55%, respectively;
displacement of the CoM (cm) defined as the distance between 20% and
55%; peak velocity and acceleration defined as the highest positive ve
locity (m⋅s−1) and acceleration (m⋅s−2) in the y-direction throughout the
cycle. Criterion three-dimensional system: The criterion method of quanti
fying foot and CoM kinematics was a nine-camera optoelectronic system
(Bonita B10, Vicon motion systems, Oxford, UK) at 100 Hz. Using a 19-
segment plug-in gait model, markers were placed bilaterally on
anatomical landmarks (Vicon motion systems, Oxford, UK). Trajectory
data were low-pass filtered using a fourth-order Butterworth filter with
cut-off frequency of 6 Hz. Depth sensor system: The PCP-based system created is based on
custom-written algorithms developed by Pro-Football Support Ltd using
C# script in the Unity3D gaming engine. A low-cost depth sensing
camera (Kinect™ V2, Microsoft, USA) was positioned at 0 mm, 1850
mm, and 3740 mm in the medial–lateral (x-axis), superior-inferior (z-
axis) and anterior-posterior (y-axis) directions relative to the global
origin of the criterion system (Fig. 1ai). 1. Introduction This single-legged jump is a more challenging
version of the standing long jump, requiring the athlete to jump as far as
possible horizontally from one foot to the other - requiring them to
control their CoM in relation to a small base of support on landing. The
specific aim of our study is to quantify the criterion validity of the
displacement, velocity and acceleration outcomes based on PCP against
those from a laboratory-grade system for the single-legged jump. xCoM =
∑n
k=0
mk.xk
MTotal
yCoM =
∑n
k=0
mk.yk
MTotal
zCoM =
∑n
k=0
mk.zk
MTotal
(1 yCoM =
∑n
k=0
mk.yk
MTotal zCoM =
∑n
k=0
mk.zk
MTotal (1) 3. Results Between 0 and 20% of the jump cycle, the CoM moves laterally to
above the position of the standing foot and then in a shallow counter
movement (i.e., trunk, hip, knee and ankle flexion) the z-position of the
CoM falls (Fig. 1ai). At the same time, the athlete begins to shift the CoM
anteriorly relative to the base of support, thus creating anterior
misalignment between the COM and base of support. The athlete is then
able to move CoM horizontally (Fig. 1bi) during the push-off (20–30%)
by extending the joints. The peak velocity of the CoM in the y-direction
occurs between 30 and 40% of the cycle (Fig. 1bii) and the CoM is
decelerated abruptly thereafter (Fig. 1biii). The athlete attempts to
control the CoM above the base of support provided by the landed foot
and hold this position until the end of the trial. There was general
agreement between the systems for all three kinematic variables in the y-
direction, although the PCP tended to overestimate positive accelera
tions during take-off and underestimate the negative accelerations
during landing (Fig. 1biii). There are important limitations to this study. First, the current single
camera was only able to capture at 30 Hz, a possible reason for the only
large typical error for peak accelerations (~15%). Further improve
ments such as higher sampling or multiple cameras may be required to
accurately quantify acceleration-based CoM variables. Second, camera
position and orientation relative to the movements were optimised to
capture volume, but not accuracy. Further work to optimise position and
orientation (e.g., Yeung et al., 2021) may assist in reducing the errors
present. Third, our sample was quite homogeneous in terms of sex and
training status. Further work using female and/or highly trained (elite)
athletes may produce different results, possibly being susceptible to
differences in body compositions and/or kinematics. Fourth, we have
not modelled all possible performance outcomes related to the foot and
CoM relationship: it is not known how these errors propagate when
other measures, such as dynamic balance (Hrysomallis, 2011), are
calculated. The results of the validity analysis are shown in Table 1 and Fig. 1c. The association (r) between the systems for outcome measures were near
perfect for foot displacement, CoM displacement and peak velocity, and
very large for peak acceleration. Table 1 Table 1
Validity analysis between point-cloud processing (PCP) and criterion-derived estimates of jump performance during the single-leg jump. Outcome Measure
Performance* (mean ± SD)
r (±90% CL)*
R2
Mean bias (±90% CL)
Typical Error (£/÷90% CL)
Raw Units
Standardized (d)a
Raw Units
Standardized (d)b
Total Foot Displacement (cm)
140.5 ± 27.2
0.999; ±0.0002
0.999
−0.07 (0.15)
0.00 (0.01)
0.92 (1.12)
0.03 (1.17)
Total CoM Displacement (cm)
126.5 ± 21.2
0.983; ±0.005
0.967
3.84 (0.6)
0.18 (0.03)
3.83 (1.12)
0.18 (1.17)
CoM Peak Velocity (m⋅s−1)
1.84 ± 0.30
0.973; ±0.009
0.946
0.03 (0.01)
0.09 (0.04)
0.07 (1.12)
0.24 (1.18)
CoM Peak Acceleration (m⋅s−2)
5.49 ± 1.46
0.792; ±0.059
0.627
0.42 (0.15)
0.38 (0.13)
0.72 (1.12)
0.86 (1.23)
CL, confidence limits. * from the PCP. a < 0.2 = trivial, 0.2–0.6 = small, 0.6–1.2 = moderate, >1.2 = large. b < 0.1 = trivial, 0.1–0.3 = small, 0.3–0.6 = moderate, >0.6 = large. Table 1
Validity analysis between point-cloud processing (PCP) and criterion-derived estimates of jump performance during the single-leg jump. Outcome Measure
Performance* (mean ± SD)
r (±90% CL)*
R2
Mean bias (±90% CL)
Typical Error (£/÷90% CL)
Raw Units
Standardized (d)a
Raw Units
Standardized (d)b
Total Foot Displacement (cm)
140.5 ± 27.2
0.999; ±0.0002
0.999
−0.07 (0.15)
0.00 (0.01)
0.92 (1.12)
0.03 (1.17)
Total CoM Displacement (cm)
126.5 ± 21.2
0.983; ±0.005
0.967
3.84 (0.6)
0.18 (0.03)
3.83 (1.12)
0.18 (1.17)
CoM Peak Velocity (m⋅s−1)
1.84 ± 0.30
0.973; ±0.009
0.946
0.03 (0.01)
0.09 (0.04)
0.07 (1.12)
0.24 (1.18)
CoM Peak Acceleration (m⋅s−2)
5.49 ± 1.46
0.792; ±0.059
0.627
0.42 (0.15)
0.38 (0.13)
0.72 (1.12)
0.86 (1.23)
CL confidence limits ng (PCP) and criterion-derived estimates of jump performance during the single-leg jump ween point-cloud processing (PCP) and criterion-derived estimates of jump performance during the single-leg jump. communicate effect magnitude. depend largely on how accurate the system needs to be. Accordingly, we
provided a more standardized interpretation of our findings for this task
and found trivial mean biases for all outcome measures, with typical
errors being trivial for displacement, small for velocity and large for
accelerations. Furthermore, the 95% limits of agreement of foot
displacement (−1.9 to 2.0 cm), for example, are small compared the
variation of performance between young active adults (group standard
deviations, male: 19.3; female: 12.8 cm) (Meylan et al., 2009). 3. Results Mean biases were trivial for total foot
displacement (<0.2%) and CoM peak velocity (~1.5%), CoM total
displacement (3.5%), and small for CoM peak acceleration (~7%). The
typical errors were trivial for total foot displacement (~1%), small for
total CoM displacement (~3.5%) and CoM peak velocity (~4%), and
large for CoM peak acceleration (~15%). The limits of agreement
(Fig. 1c) for foot displacement (−1.9 cm to 2.0 cm), CoM displacement
(−11.3 cm to 3.6 cm), CoM peak velocity (−0.17 to 0.12 m⋅s−1) and CoM
peak acceleration (−2.28 to 1.43 m⋅s−2). Table 1 Our data
therefore suggest that, although not perfect, both foot and CoM
displacement may be quantified with acceptable precision to detect
small but worthwhile changes. However, velocities and accelerations
may need further work, and this may entail different camera orienta
tions, higher resolution, multiple cameras and/or higher sampling
frequency. CRediT authorship contribution statement S.J. McLaren: Conceptualization, Resources, Validation, Writing –
original draft, Writing – review & editing, Methodology, Data curation. W. Evans: Investigation, Validation, Data curation. B. Galna: Concep
tualization, Validation, Writing – review & editing, Methodology. M.D. Portas: Conceptualization, Funding acquisition, Project administration,
Resources, Writing – review & editing. M. Weston: Validation, Writing –
review & editing, Methodology. I.R. Spears: Conceptualization, Fund
ing acquisition, Investigation, Project administration, Software, Vali
dation, Visualization, Writing – review & editing. 4. Discussion The project received government funding from a Knowledge Transfer
Partnership (Innovate UK) to Pro Sport Support Ltd and Teesside Uni
versity (KTP 009965). Biomechanical analysis of movement screening tests could play an
important role in both athletic and clinical settings. In these areas, ex
pediency and validity are highly valued. Despite its simplicity, the PCP-
system showed excellent criterion validity with a 3D motion analysis
system in tracking whole-body CoM and feet markers simultaneously
during a single-legged horizontal jump. Typical errors between the
systems in foot displacements were 0.94 cm (<1%) which are consid
ered acceptable in field-testing (McCubbine et al., 2018). The errors in
CoM displacement were 3.8 cm, being similar to other practical mea
sures used in gait research (3 cm, Yang and Pai, 2014; 4 cm Huntley
et al., 2017), but slightly larger than those from inertial suits (2.6 cm,
Fasel et al., 2017). A key advantage of the PCP over other technologies is
the simplicity of data collection. Following a ten-minute setup, the
system was able run continuously to capture and display outcome
measures within 300 ms of task completion. 2. Methods (2016), a virtual midpoint between these regions was
created (Fig. 1aiii, inset), enabling to identify a pixel at the centre of the
foot marker. These pixel coordinates (2D) were then fed into the 3D
point cloud data to acquire the relevant 3D position of the foot marker. The whole-body CoM reconstruction used markerless PCP on the entire
point cloud (Fig. 1aii and iii). The processing involved 5 stages con
ducted on a frame-by-frame basis. First, points visible in the current
frame and before the tests were identified and removed. Second, points
with less than 5 neighbouring points within a radius of 5 cm were
identified and removed. Third, a mean 3D centroid position of all
remaining points was calculated and used to position a cylindrical vol
ume around the athlete (shown as a blue circle and rectangle in Superior
and Sagittal view, respectively [Fig. 1ai]). The dimensions of the cyl
inder (height = 2 m, diameter 1.2 m) were determined prior to testing
and considered to be optimal in terms of maximising the number of
points used, whilst minimising the risk of random clusters (due to
camera artefacts, reflection etc) in the calculation of CoM. Points outside
of this volume were removed, thus leaving a ‘clean’ point cloud Uncertainty in all estimates were expressed using 90% confidence
limits (CL), calculated from the t-distribution for mean differences, the z-
distribution for (transformed) correlation coefficients and the chi-
squared distribution for SEE. We declared the magnitude of correla
tion coefficients as small moderate, large, very large and near perfect
based on standardized anchors of 0.1, 0.3, 0.5, 0.7 and 0.9, respectively
(Hopkins et al., 2009). To provide a standardized interpretation of mean
bias (i.e., d), we used 0.2, 0.6 and 1.2 of the pooled between-participant
standard deviation for each outcome measure (Table 1) to represent
small, moderate and large differences (Hopkins et al., 2009). These
thresholds were then halved to declare practical magnitudes of SEEs
(Smith & Hopkins, 2011). We relied on subjective interpretation of the
entire CL (i.e., lower and upper limits) against these thresholds to 3 3 Journal of Biomechanics 135 (2022) 111015 S.J. McLaren et al. S.J. McLaren et al. References Variability and predictability of finals times of elite
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two methods of clinical measurement. Lancet 327 (8476), 307–310. interrelationships, and ability to predict sprint and change-of-direction performance. J. Strength Condit. Res. 23, 1140–1147. Colyer, S., Evans, M., Cosker, D., Salo, A., 2018. A review of the evolution of vision-based
motion analysis and the integration of advanced computer vision methods towards
developing a markerless system 2018. Sports Med. - Open. 4, 1–15. Padua, D.A., DiStefano, L.J., Beutler, A.I., de la Motte, S.J., DiStefano, M.J., Marshall, S. W., 2015. The Landing Error Scoring System as a screening tool for an anterior
cruciate ligament injury-prevention program in elite-youth soccer athletes. J. Athletic Train. 50, 589–595. Devetak, G.F., Bohrer, R.C.D., Rodacki, A.L.F., Manffra, E.F., 2019. Center of mass in
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Smith, T.B., Hopkins, W.G., 2011. Declaration of Competing Interest As with most areas of biomechanics, an optimal trade-off may exist
between practicality, accuracy and cost (Devetak et al., 2019); this will The authors declare that they have no known competing financial 4 Journal of Biomechanics 135 (2022) 111015 S.J. McLaren et al. interests or personal relationships that could have appeared to influence
the work reported in this paper. low-cost depth-sensing camera: a concurrent validity study. J. Biomech. 49 (3),
474–478. McCubbine, J., Turner, A., Dos Santos, T., Bishop, C., 2018. Reliability and measurement
of inter-limb asymmetries in four unilateral jump tests in elite youth female soccer
players. Prof. Strength Condit. J. 49, 7–12. References Intra- and interrater reliability of
subjective assessment of the drop vertical jump and tuck jump in youth athletes. Phys. Therapy Sport. 47, 156–164. Macpherson, T.W., Taylor, J., McBain, T., Weston, M., Spears, I.R., 2016. Real-time
measurement of pelvis and trunk kinematics during treadmill locomotion using a
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English
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Redox-sensing regulator Rex regulates aerobic metabolism, morphological differentiation, and avermectin production in Streptomyces avermitilis
|
Scientific reports
| 2,017
|
cc-by
| 8,437
|
Redox-sensing regulator Rex
regulates aerobic metabolism,
morphological differentiation,
and avermectin production in
Streptomyces avermitilis
Xingchao Liu, Yaqing Cheng, Mengya Lyu, Ying Wen, Yuan Song, Zhi Chen & Jilun L received: 22 November 2016
accepted: 09 February 2017
Published: 17 March 2017 gchao Liu, Yaqing Cheng, Mengya Lyu, Ying Wen, Yuan Song, Zhi Chen & Jilun Li The regulatory role of redox-sensing regulator Rex was investigated in Streptomyces avermitilis. Eleven
genes/operons were demonstrated to be directly regulated by Rex; these genes/operons are involved
in aerobic metabolism, morphological differentiation, and secondary metabolism. Rex represses
transcription of target genes/operons by binding to Rex operator (ROP) sequences in the promoter
regions. NADH reduces DNA-binding activity of Rex to target promoters, while NAD+ competitively
binds to Rex and modulates its DNA-binding activity. Rex plays an essential regulatory role in aerobic
metabolism by controlling expression of the respiratory genes atpIBEFHAGDC, cydA1B1CD, nuoA1-N1,
rex-hemAC1DB, hppA, and ndh2. Rex also regulates morphological differentiation by repressing
expression of wblE, which encodes a putative WhiB-family transcriptional regulator. A rex-deletion
mutant (Drex) showed higher avermectin production than the wild-type strain ATCC31267, and was
more tolerant of oxygen limitation conditions in regard to avermectin production. Streptomyces, a genus of filamentous Gram-positive soil-dwelling bacteria, are obligate aerobes1,2. During growth,
they encounter a variety of environmental stresses resulting from the complex nature of soil. Growth in wet soil
is particularly challenging because little or no oxygen is present. Streptomyces strains are widely used in industrial
production of various antibiotics, and oxygen supply is a key parameter determining product yield during the
antibiotic fermentation process3. It is important to understand how Streptomyces strains sense and respond to
oxygen limitation. yg
Rex is a redox-sensing regulator widely distributed in Gram-positive bacteria4,5. NAD (H) plays a central
role in redox metabolism. NAD+ is reduced to NADH by accepting electrons during substrate oxidation, and
NADH is then reoxidized by the electron transport chain. Changes of oxygen status are reflected by the intracel-
lular ratio of NADH to NAD+. When NADH/NAD+ ratio is low, Rex binds to target genes and represses tran-
scription of genes involved in NAD+ regeneration. In contrast, high NADH/NAD+ ratio inhibits DNA-binding
activity of Rex and derepresses transcription of its target genes4,6–8. Rex was first identified in Streptomyces
coelicolor and shown to regulate expression of cytochrome bd terminal oxidase (cydABCD operon) and heme
biosynthesis (rex-hemACD operon)4. In Bacillus subtilis, a facultative aerobe, Rex represses expression of
cytochrome bd oxidase (cydABCD), NADH dehydrogenase (yjlC-ndh), NADH-linked fermentative lactate
dehydrogenase (lctP-ldh), and a formate-nitrate transporter (ywcJ)6,9,10. In Staphylococcus aureus, Rex directly
regulates at least 19 genes. www.nature.com/scientificreports www.nature.com/scientificreports www.nature.com/scientificreports Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 Redox-sensing regulator Rex
regulates aerobic metabolism,
morphological differentiation,
and avermectin production in
Streptomyces avermitilis
Xingchao Liu, Yaqing Cheng, Mengya Lyu, Ying Wen, Yuan Song, Zhi Chen & Jilun L It acts as a central regulator of anaerobic metabolism leading to anaerobic NAD+
regeneration, which includes lactate, formate, and ethanol fermentation (adh1, adhE, lctP, ldh1, pflBA) and
nitrate respiration (narG, nirC, nirR)7. The binding sequence of Rex (Rex operator; ROP) is highly conserved
in Gram-positive bacteria. Reported consensus sequence in S. coelicolor (5′-TGTGAACNNNTTCACA-3′)4,
in B. subtilis (5′-WWTGTGAANTNNTNNNCAAW-3′; W represents either A or T)10, and in S. aureus
(5′-TTGTGAAWWWWTTCACAA-3′)7 are very similar to the palindromic sequence in S. coelicolor. State Key Laboratory of Agro-biotechnology and MOA Key Laboratory of Soil Microbiology, College of Biological
Sciences, China Agricultural University, Beijing 100193, China. Correspondence and requests for materials should be
addressed to Z.C. (email: chenzhi@cau.edu.cn) Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 www.nature.com/scientificreports/ Figure 1. Construction and growth curve of rex-deletion mutant. (A) Method (schematic) used for rex
deletion. Long arrows: genes and their directions. Short black arrows: positions of primers used for cloning
of exchange regions and confirmation of gene deletion (see M&M). Rectangles: exchange regions used for rex
deletion. (B,C) Growth (B) and avermectin production (C) of rex-related mutant strains in liquid fermentation
medium II. Values shown are mean ± SD from three replicate flasks. Figure 1. Construction and growth curve of rex-deletion mutant. (A) Method (schematic) used for rex
deletion. Long arrows: genes and their directions. Short black arrows: positions of primers used for cloning
of exchange regions and confirmation of gene deletion (see M&M). Rectangles: exchange regions used for rex
deletion. (B,C) Growth (B) and avermectin production (C) of rex-related mutant strains in liquid fermentation
medium II. Values shown are mean ± SD from three replicate flasks. Even though Rex was first characterized in S. coelicolor and its regulatory mechanism has been extensively
studied, few target operons/genes of Rex in Streptomyces have been confirmed4, and the overall regulatory func-
tion of Rex in this genus remains to be elucidated. S. avermitilis is an important species used for industrial produc-
tion of avermectins, a group of anthelmintic antibiotics widely used in the medical, veterinary, and agricultural
fields11. We investigated the regulatory role of Rex in the expression of operons/genes involved in aerobic metab-
olism, morphology, and secondary metabolism of S. avermitilis. Our findings have potential application to novel
genetic engineering strategies for high antibiotic-producing strains and hypoxia-tolerating strains of this genus. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 Results
E
i Expression of atpIBEFHAGDC, cydA1B1CD, nuoA1-N1, and rex-hemAC1DB is negatively regu-
lated by Rex. The rex gene is conserved within the genus Streptomyces and is cotranscribed with the heme
synthesis genes hemACD4. To evaluate the regulatory role of Rex in S. avermitilis, we constructed a rex-deletion
mutant (termed Drex) by homologous recombination in wild-type strain ATCC31267. rex deletion had no effect
on growth in liquid fermentation medium (Fig. 1).h The promoter regions of the operons atpIBEFHAGDC, cydA1B1CD, nuoA1-N1, and rex-hemAC1DB in S. avermitilis all contain a putative Rex-binding motif, 5′-TTGTGAANNNNTTCACAA-3′ (Table 1). nuoA1-N1
(SAV4837-4850) encodes putative NADH dehydrogenase I (complex I), cydA1B1CD (SAV4260-4258) encodes
putative cytochrome bd-I oxidase (cytochrome bd complex), atpIBEFHAGDC (SAV2888-2880) encodes
putative F-type proton-transporting ATPase, and hemAC1DB (SAV4739-4742) is cotranscribed with rex and
encodes heme synthesis enzymes (Fig. S1). NADH dehydrogenase I, cytochrome bd-I oxidase, and F-type
proton-transporting ATPase are essential components of the respiratory chain. Heme is most abundant in
cytochromes, which are electron transfer proteins involved in the final reduction of oxygen during aerobic respi-
ration. We performed qRT-PCR to determine whether expression of these genes involved in aerobic respiration
is regulated by Rex.f Expression of these genes differed greatly when cells were static-cultured following 3 days’ culture on a rotary
shaker (250 rpm). Transcription level of cydA1 under oxygen limitation condition in ATCC31267 increased
steadily during 60 min, whereas the level in Drex increased to a maximal value during the first 30 min, then
gradually declined during the subsequent 30 min (Fig. 2). Results
E
i Transcription levels of cydA1, nuoA1, hemA, and atpI were consistently higher for Drex than for
ATCC31267 under equivalent treatments, confirming that these genes are negatively regulated by Rex.i oxygen limitation condition is mediated by Rex. Expression of nuoA1 and hemA under oxygen limitation
increased slightly in the first 10 min, then declined during the subsequent 50 min, in both ATCC31267 and Drex. In contrast, expression of atpI under oxygen limitation declined steadily during 60 min in both ATCC31267 and
Drex (Fig. 2). Transcription levels of cydA1, nuoA1, hemA, and atpI were consistently higher for Drex than for
ATCC31267 under equivalent treatments, confirming that these genes are negatively regulated by Rex.i i
C-terminal His6-tagged Rex fusion protein was overexpressed in E. coli and purified for DNA binding analy-
sis. EMSAs were performed to evaluate interactions between Rex and the promoters in vitro. Rex-His6 bound to
the promoter regions of atpIBEFHAGDC, cydA1B1CD, nuoA1-N1, and rex-hemAC1DB operons (Fig. 3A). ChIP
assays were performed to assess interactions in vivo. ATCC31267 and Drex cells were treated with formaldehyde
at days 2 and 6 to cross-link Rex to its DNA targets. Cross-linked DNA was extracted, fragmented by sonication,
and immunoprecipitated by anti-Rex antibodies for screening of Rex-bound DNA fragments. In comparison to
control hrdB promoter, PCR products of rex, cydA1, atpI, and nuoA1 promoter regions were selectively enriched
from immunoprecipitated DNA of ATCC31267, whereas no such PCR bands were amplified from immunopre-
cipitated DNA of Drex (Fig. 3B). Results of EMSAs and ChIP assays revealed that Rex binds specifically to the
promoter regions of atpIBEFHAGDC, cydA1B1CD, nuoA1-N1, and rex-hemAC1DB operons. Determination of Rex operator (ROP) sequences on promoter regions of atpIBEFHAGDC,
cydA1B1CD, nuoA1-N1, and rex-hemAC1DB. Rex binding sequences in 5′-end fluorescein-labeled pro-
moter regions of the above operons were determined by DNase I footprinting analysis. One protected region
was detected in the rex promoter region in the presence of 1.2 or 2.4 μΜ Rex-His6. The region extends for 23
nucleotides from positions −39 to −17 relative to the transcriptional start site (TSS) of rex. A consecutive ROP
site (5′-TTGTGCACGCGTTCACAA-3′) was found in the protected region; the site is located between −35
region and −10 region and encompasses −35 region (Fig. S2A). A 28-nt protected region (positions −3 to + 25
relative to TSS) was detected in the cydA1 promoter region. One ROP site (5′-ATGTGAACGCGTTCACAA-3′)
was found in the protected region downstream from TSS. Results
E
i These findings suggest that induction of cydA1 under Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 2 www.nature.com/scientificreports/ Gene
Function
Nucleotide positiona
PMW
Scoreb
Sequence
ATG
Distancec
Start
End
cydA1B1CD (SAV4260-4258)
putative cytochrome bd-I oxidase (cytochrome
bd complex)
5226395
5226412
1.00
ATGTGAACGCGTTCACAA
81
rex-hemAC1DB (SAV4738-4742)
redox-sensing transcriptional repressor; heme
biosynthetic enzymes
5776959
5776976
1.00
TTGTGCACGCGTTCACAA
77
atpIBEFHAGDC (SAV2888-2880)
putative F-type proton-transporting ATPase
3533332
3533349
2.00
TTGTGATACGGTTCACGA
137
wblE (SAV3016)
putative WhiB-family transcriptional regulator
3771378
3771395
2.00
ATGTGAACGCTTTCACGA
43
hppA (SAV4616)
putative inorganic H+ pyrophosphatase
5632612
5632629
2.00
TCGTGAATCAATTCACGA
195
nuoA1-N1 (SAV4837–4850)
putative NADH dehydrogenase I (complex I)
5880239
5880256
2.00
ATGTGAAGCAGGTCACAA
147
pbp3-4 (SAV3603-SAV3604)
putative penicillin-binding protein
4460250
4460267
2.00
TTCTGAACGTGTTCAGAA
37
SAV828
putative rhamnosidase
982811
982828
3.00
CTGTGAATCGATTCACCT
137
echA7 (SAV2316)
putative enoyl-CoA hydratase
2820643
2820660
3.00
TCGTGACGACAGTCACAA
66
SAV2652
putative regulatory protein
3252402
3252419
3.00
TTGTGCACCGCTTCACCC
288
ndh2 (SAV3529)
putative NADH dehydrogenase (complex I)
4369478
4369495
3.00
TTGTGAAGGGGCGCACGA
119
ectABCD (SAV6398-6395)
putative L-2,4-diaminobutyrate acetyltransferase,
ectoine biosynthesis
7673586
7673603
3.00
TTGTGATCGACTCCACAT
155
SAV6368
putative multiple sugar ABC transporter permease
protein
7638483
7638500
3.00
TGGTGAAGCGCTTCGCGT
81
avaB- avaL2 (SAV2267-2268)
putative gamma-butyrolactone- dependent
transcriptional regulator
2766273
2766290
3.00
TCGTGAACGAATTCTAAT
29
SAV3213
putative nitroreductase family protein, NADH
dehydrogenase/NAD(P)H nitroreductase
4004553
4004570
3.00
TGGTGATCGGCTTCACAG
96
SAV1351
putative fatty acid-CoA racemase
2820643
2820660
3.00
TCGTGACGACAGTCACAA
66
tmk (SAV4622)
putative thymidylate kinase
5643744
5643761
3.00
GTGTGGAGGCGTCCACAA
73
folD2 (SAV543)
putative methylenetetrahydrofolate
688370
688387
3.00
TTGTGTGTGAGTTCAGAA
231
parA (SAV6508)
putative partitioning or sporulation protein
7797460
7797477
3.00
ATGTCGACTCATTCACAA
114
SAV7415-7416
putative sugar isomerase putative simple sugar
ABC transporter
8846427
8846444
3.00
TCGTGAAAGGTTTCAACT
203
SAV897
putative alpha-amylase inhibitor
1075479
1075496
3.00
TTGCGAAAGTTGTCGCAA
73
Table 1. Putative Rex target genes. aGenomic position. bNumber of mismatches with respect to the consensus. PWM, positive weight matrix. cValues are distances (in nucleotides) to the predicted start codon of the
downstream gene. Table 1. Putative Rex target genes. aGenomic position. bNumber of mismatches with respect to the consensus. PWM, positive weight matrix. cValues are distances (in nucleotides) to the predicted start codon of the
downstream gene. oxygen limitation condition is mediated by Rex. Expression of nuoA1 and hemA under oxygen limitation
increased slightly in the first 10 min, then declined during the subsequent 50 min, in both ATCC31267 and Drex. In contrast, expression of atpI under oxygen limitation declined steadily during 60 min in both ATCC31267 and
Drex (Fig. 2). Results
E
i A half-site ROP (5′-TTGTGAA-3′) was also found in
the protected region; it is located upstream from the ROP site and encompasses TSS (Fig. S2B). EMSA revealed
two retarded bands between Rex and the cydA1 promoter region (Fig. 3A), suggesting that Rex can interact
with the half-site ROP. A 29-nt protected region (positions −50 to −22 relative to TSS) containing a ROP
site (5′-TTGTGATACGGTTCACGA-3′) was detected in the atpI promoter region (Fig. S2C). Rex-His6 pro-
tected a 27-nt region extending from positions −42 to −16 relative to TSS of nuoA1, which contains a ROP site Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 3 www.nature.com/scientificreports/ Figure 2. RT-qPCR analysis of transcription levels of cydA1, nuoA1, hemA, atpI, and wblE in ATCC31267
and Drex. RNA was prepared from cells grown in fermentation medium for 3 days on a rotary shaker (250 rpm)
and then static-cultured for the indicated time. Quantitative data were normalized to hrdB (SAV2444)
expression value. Values shown are mean ± SD from three replicates. Figure 2. RT-qPCR analysis of transcription levels of cydA1, nuoA1, hemA, atpI, and wblE in ATCC31267
and Drex. RNA was prepared from cells grown in fermentation medium for 3 days on a rotary shaker (250 rpm)
and then static-cultured for the indicated time. Quantitative data were normalized to hrdB (SAV2444)
expression value. Values shown are mean ± SD from three replicates. Figure 3. Binding of Rex-His6 to promoter regions of rex, cydA1, atpI, nuoA1, and wblE. (A) EMSAs using
Rex-His6 protein at the indicated concentrations, and the probes indicated below the panels. Arrow: free probe. (B) ChIP assay analysis of Rex binding to promoter regions of rex, cydA1, atpI, nuoA1, and wblE in vivo. Rex-
DNA complexes were immunoprecipitated by anti-Rex antibodies from formaldehyde-treated ATCC31267 and
Drex cells. DNAs used for PCR were: total DNA prior to immunoprecipitation (positive control: lanes “+”),
immunoprecipitated DNA (experimental sample: lanes “S”), and DNA without antibody (negative control: lanes
“−”). hrdB promoter region was used as control. Figure 3. Binding of Rex-His6 to promoter regions of rex, cydA1, atpI, nuoA1, and wblE. (A) EMSAs using
Rex-His6 protein at the indicated concentrations, and the probes indicated below the panels. Arrow: free probe. (B) ChIP assay analysis of Rex binding to promoter regions of rex, cydA1, atpI, nuoA1, and wblE in vivo. Rex-
DNA complexes were immunoprecipitated by anti-Rex antibodies from formaldehyde-treated ATCC31267 and
Drex cells. Results
E
i In comparison to ATCC31267, Drex showed delayed
morphogenesis on SFM agar at day 2, when aerial mycelium was initiated. Spore formation at day 6 did not dif-
fer notably between the two strains. Morphogenesis of the Drex complementation strain was similar to that of
ATCC31267 (Fig. 5), indicating that the delayed morphogenesis was due solely to rex deletion.h The promoter region of wblE in S. avermitilis contains a putative Rex-binding motif (Table 1). wblE encodes
a putative WhiB-family transcriptional regulator, which may be involved in morphological differentiation12,13. qRT-PCR analysis revealed notable increases of wblE transcription level in Drex. Levels under oxygen limitation
condition declined gradually during 60 min for both ATCC31267 and Drex, and were consistently higher for
Drex than for ATCC31267 (Fig. 2). EMSAs showed that Rex-His6 bound to the wblE promoter region in vitro
(Fig. 3A). In in vivo ChIP assays, PCR product of the wblE promoter region was selectively enriched from immu-
noprecipitated DNA of ATCC31267, whereas no such PCR band was amplified from immunoprecipitated DNA
of Drex (Fig. 3B). These findings indicate that wblE is negatively regulated by Rex. Rex binding sequence in the
wblE promoter region was determined by DNase I footprinting analysis. A 28-nt region protected by Rex-His6
was detected, extending from positions + 108 to + 135 relative to TSS of wblE (Fig. S4). The protected region
contains a consecutive ROP site (5′-TCGTGAAAGCGTTCACAT-3′) and a half-site ROP (5′-TTCACAA-3′)
located downstream of TSS. Rex may inhibit the progress of RNA polymerase by binding to ROP downstream of
the wblE promoter, and thereby repress transcription. To test the possibility that overexpression of wblE in Drex results in delayed morphogenesis, we attempted
to delete wblE in S. avermitilis. However, this attempt was unsuccessful. wblE is evidently an essential gene in
Streptomyces; an attempt to delete it in S. coelicolor was also unsuccessful13. When wblE was overexpressed in
ATCC31267, the resulting strain had a phenotype similar to that of Drex (Fig. 5), suggesting that Rex regulates
morphological differentiation through its effect on wblE expression. Rex negatively regulates avermectin production. The overexpression of rex caused a decrease in aver-
mectin production to 33% of ATCC31267 level. Drex had avermectin production ~3-fold higher than that of
ATCC31267. The mycelial dry weight of Drex was similar to that of ATCC31267, indicating that the improved
avermectin yield was not achieved by improved growth. Results
E
i In the Drex complementation strain, avermectin pro-
duction was similar to that of ATCC31267 (Fig. 1; Fig. 6A). These findings indicate that rex negatively regulates
avermectin production in S. avermitilis. We also measured avermectin production under oxygen limitation con-
dition. In ATCC31267, lower agitation speed (230 rpm; control speed was 250 rpm) resulted in a 20% reduction
of avermectin production, and static culture for 2 h on day 5 resulted in a 35% reduction. In Drex, avermectin
production was reduced by 3.8% and 25%, respectively, under the above two conditions (Fig. 6B). Thus, rex
deletion resulted in increased tolerance of S. avermitilis to oxygen limitation in regard to avermectin production. yg
g
p
qRT-PCR analysis was performed to determine whether Rex regulates avermectin production at the transcrip-
tional level. Drex showed significantly increased transcription levels of pathway-specific regulatory gene aveR and
biosynthetic genes aveA1 and aveD, relative to ATCC31267. Oxygen limitation for 60 min reduced expression
of these genes in ATCC31267; however, Drex showed lower fold repression, and a slight induction of aveA1 and
aveD (Fig. 6C). EMSAs revealed that Rex-His6 did not bind to the aveR promoter region or the aveD-A1 inter-
genic region (Fig. S5). Although no retarded band was observed when aveR promoter region was probed with
Rex-His6 protein, DNase I footprinting analysis showed one protected region extending for 15 nucleotides on the
aveR coding strand in the presence of 10 or 15 μΜ Rex-His6 (Fig. 7). No consecutive ROP site was observed in the
protected region; however, two adjacent half-site ROP (5′-TCGTGAA-3′ and 5′- TTGTGGA-3′) were found in
the protected region and downstream region. Rex can evidently interact with the half-site ROP; however, because
the interaction is weak and easily dissociated in vitro, EMSA did not reveal a clear shifted band. Confirmation of putative Rex target genes. A genome-wide search of consensus motif
5′-TTGTGAANNNNTTCACAA-3′ using the genome sequence of ATCC31267 revealed the presence of 36
motifs up to 350 bp upstream of predicted genes: 2 motifs with one mismatch, 10 motifs with two mismatches,
and 24 motifs with three mismatches. Our previous experiments showed that wblE, cydA1B1CD, rex-hemAC1DB,
atpIBEFHAGDC, and nuoA1-N1 are directly controlled by Rex. To investigate whether Rex binds to promoter
regions of other putative target genes, we selected 16 genes with predicted gene function for EMSAs (Table 1). Results
E
i DNAs used for PCR were: total DNA prior to immunoprecipitation (positive control: lanes “+”),
immunoprecipitated DNA (experimental sample: lanes “S”), and DNA without antibody (negative control: lanes
“−”). hrdB promoter region was used as control. (5′-TTGTGACCTGCTTCACAT-3′) (Fig. S2D). ROP in the nuoA1 and atpI promoter regions is located between
−35 region and −10 region, and encompasses −35 region. These findings suggest that Rex blocks attachment
of RNA polymerase to the promoters or inhibits the progress of RNA polymerase by binding to ROP in or (5′-TTGTGACCTGCTTCACAT-3′) (Fig. S2D). ROP in the nuoA1 and atpI promoter regions is located between
−35 region and −10 region, and encompasses −35 region. These findings suggest that Rex blocks attachment
of RNA polymerase to the promoters or inhibits the progress of RNA polymerase by binding to ROP in or Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 4 www.nature.com/scientificreports/ downstream of the promoters of atpIBEFHAGDC, cydA1B1CD, nuoA1-N1, and rex-hemAC1DB, and blocks
transcription of these operons. downstream of the promoters of atpIBEFHAGDC, cydA1B1CD, nuoA1-N1, and rex-hemAC1DB, and blocks
transcription of these operons. DNA-binding activity of Rex is modulated by NADH/NAD+ ratio. In S. coelicolor, NADH at con-
centrations <5 μM inhibits DNA-binding activity of Rex, whereas 1 mM NAD+ has no inhibitory effect. NAD+
competes with NADH for Rex binding4. In B. subtilis and S. aureus, NAD+ enhances binding of Rex to putative
Rex-binding sites, while NADH competes with NAD+ for Rex binding and reduces Rex activity6,7. We examined
the effects of NAD+ and NADH on DNA-binding activity of Rex to upstream regions of cydA1 in S. avermit-
ilis. DNA-binding activity of Rex was reduced by addition of NADH, but not by NAD+ concentrations up to
1 mM (Fig. 4A,B; Fig. S3). NADH and NAD+ were added to EMSA binding buffer to assess the effect of NAD+/
NADH ratio on DNA-binding activity of Rex in vitro. At NAD+ concentration 0.2 mM, 5 μM NADH was suffi-
cient to dissociate the Rex-DNA complex (Fig. 4C). At NAD+ concentration 1 mM, dissociation of DNA-Rex
complex required 25 μM NADH, suggesting that Rex-binding activity was recovered by addition of increasing
amounts of NAD+ (Fig. 4D). These findings indicate that NAD+ and NADH bind competitively to Rex and mod-
ulate its DNA-binding activity. These findings also imply that Rex exploits the similar regulatory mechanism in
Streptomyces. Rex regulates morphological differentiation. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 Results
E
i Of
these, Rex bound to the probes of hppA (encodes an inorganic H+ pyrophosphatase), ndh2 (encodes a NADH Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 5 www.nature.com/scientificreports/ Figure 4. DNA-binding activity of Rex is modulated by NADH/NAD+ ratio. (A) EMSAs of cydA1
region using Rex-His6 and 0.1 or 1 mM pyridine nucleotides. (B) EMSAs of cydA1 promoter region u
His6 with various NADH concentrations. (C,D) Assay mixtures contained NADH at indicated concen
and 0.2 mM (C) or 1 mM (D) NAD+. Arrow: free probe. Figure 4. DNA-binding activity of Rex is modulated by NADH/NAD+ ratio. (A) EMSAs of cydA1 promoter
region using Rex-His6 and 0.1 or 1 mM pyridine nucleotides. (B) EMSAs of cydA1 promoter region using Rex-
His6 with various NADH concentrations. (C,D) Assay mixtures contained NADH at indicated concentration
and 0.2 mM (C) or 1 mM (D) NAD+. Arrow: free probe. 6 Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 www.nature.com/scientificreports/ www.nature.com/scientificreports/ Figure 5. Phenotypes of rex- and wblE-related mutant strains. Growth of indicated strains on SFM agar for
2 and 6 days. WT, wild-type ATCC31267; Drex, rex-deletion mutant; Drex-C, complementation strain of Drex;
Drex-pSET152 and 31267-pKC1139, empty plasmid-containing controls; OwblE, wblE overexpressing strain. Figure 5. Phenotypes of rex- and wblE-related mutant strains. Growth of indicated strains on SFM agar for
2 and 6 days. WT, wild-type ATCC31267; Drex, rex-deletion mutant; Drex-C, complementation strain of Drex;
Drex-pSET152 and 31267-pKC1139, empty plasmid-containing controls; OwblE, wblE overexpressing strain. dehydrogenase [complex I]), echA7 (encodes an enoyl-CoA hydratase), ectABC (encodes ectoine biosynthesis
enzymes), SAV828 (encodes a rhamnosidase), and SAV2652 (encodes a regulatory protein). Probes whose bind-
ing motif had one or two mismatches showed higher affinity than probes whose binding motif had three mis-
matches (Fig. 3A, Fig. 8). These findings demonstrated that 5′-TTGTGAANNNNTTCACAA-3′ is the consensus
motif of Rex in S. avermitilis. Discussion
l
f h *Agitation speed 230 rpm (control, 250 rpm); **Static culture for 2 h
at day 5 during fermentation (250 rpm). (C) RT-qPCR analysis of aveR, aveA1, and aveD transcription levels in
ATCC31267 and Drex. RNA samples were the same ones used for experiments shown in Fig. 1. Quantitative
data were normalized to hrdB expression value. Values shown are mean ± SD from three replicates. Statistical
significance of differences was determined using Student’s t-test. ***P < 0.001; NS, not significant. Figure 6. Effect of rex deletion on avermectin production in S. avermitilis. (A) Avermectin production in
rex-related mutant strains. ATCC31267, wild-type; Drex, rex-deletion mutant; 31267 (pSET152) and 31267
(pKC1139), empty plasmid-containing controls; Drex-C, rex-deletion complementation strain 31267 (pSET-
rex); Orex, rex overexpressing strain 31267 (pKC-rex). (B) Avermectin production in ATCC31267 and Drex
with various oxygen limitation conditions. *Agitation speed 230 rpm (control, 250 rpm); **Static culture for 2 h
at day 5 during fermentation (250 rpm). (C) RT-qPCR analysis of aveR, aveA1, and aveD transcription levels in
ATCC31267 and Drex. RNA samples were the same ones used for experiments shown in Fig. 1. Quantitative
data were normalized to hrdB expression value. Values shown are mean ± SD from three replicates. Statistical
significance of differences was determined using Student’s t-test. ***P < 0.001; NS, not significant. Figure 6. Effect of rex deletion on avermectin production in S. avermitilis. (A) Avermectin production in
l
d
ld
d l
(
)
d Fowler-Goldsworthy et al.13 reported that wblE could not be deleted in various strains of S. coelicolor, and we
made a similar observation in S. avermitilis. Thus, wblE appears to be essential in this genus. The homolog of
wblE in Mycobacterium tuberculosis is whiB1, which encodes an essential transcription factor in response to nitric
oxide exposure28. We demonstrated that wblE is directly negatively regulated by Rex, and that wblE overexpres-
sion results in delayed morphogenesis similar to that of Drex. Expression of wblE, like that of atpIBEFHAGDC, is
downregulated by oxygen limitation in both ATCC31267 and Drex, suggesting that (i) wblE is jointly regulated by
Rex and some other regulator, or (ii) wblE itself responds to low oxygen concentration via its own redox-sensitive
[4Fe-4S] cluster. Under oxygen limitation condition, wblE expression in Streptomyces is downregulated, with
consequent stimulation of sporulation and production of a large number of spores to maintain viability under
conditions of little or no oxygen. Discussion
l
f h Results of this study show that Rex in S. avermitilis acts as a repressor of aerobic metabolism, morphological
differentiation, and secondary metabolism (summarized schematically in Fig. 9). Results of EMSAs demon-
strated that at least 11 genes/operons are directly regulated by Rex. Among these, atpIBEFHAGDC, cydA1B1CD,
nuoA1-N1, and rex-hemAC1DB operons encode key components of the electron transfer chain and play crucial
roles in aerobic metabolism14–17. hppA encodes a putative pyrophosphate-energized proton pump that converts
energy from pyrophosphate hydrolysis into active H+ transport across the plasma membrane18. ndh2 encodes a
NADH dehydrogenase involved in NAD+ regeneration19,20. echA7 encodes an enoyl-CoA hydratase that catalyzes
the second step of the β-oxidation pathway of fatty acid metabolism21. SAV828 encodes a rhamnosidase that
hydrolyzes L-rhamnose from L-rhamnoside22. Under oxygen limitation condition, the increase of intracellular
NADH/NAD+ ratio in S. avermitilis dissociates binding of Rex from its target binding sites and derepresses its
target genes/operons, and upregulation of cydA1B1CD, nuoA1-N1, rex-hemAC1DB, ndh2, and hppA increases
oxygen utilization, NAD+ regeneration, and ATP synthesis (Fig. 9). On the other hand, expression of atpIBE-
FHAGDC in ATCC31267 and Drex is downregulated by oxygen limitation, suggesting that this operon is also
directly controlled by regulators other than Rex. The F0F1-ATPase operon in Corynebacterium glutamicum is reg-
ulated by ECF σH 23. A sigH homolog is present in Streptomyces; whether it regulates atpIBEFHAGDC expression
remains to be tested. WhiB-like family transcription factors are widely present in actinomycetes, but not found in other bacte-
rial orders. WhiB was first identified as a small transcription factor-like protein essential for sporulation in S. coelicolor24. Genome sequencing revealed that Streptomyces species have multiple whiB-like genes (designated
“wbl”). Eleven wbl genes (including whiB and whiD) have been identified in S. coelicolor13. Among these, wblA,
whiB, and whiD are essential for sporulation, and WblA also negatively regulates antibiotic biosynthesis in
Streptomyces13,25–27. Other wbl genes are not involved in morphological development, with the exception of wblE. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 7 www.nature.com/scientificreports/ p
/
Figure 6. Effect of rex deletion on avermectin production in S. avermitilis. (A) Avermectin production in
rex-related mutant strains. ATCC31267, wild-type; Drex, rex-deletion mutant; 31267 (pSET152) and 31267
(pKC1139), empty plasmid-containing controls; Drex-C, rex-deletion complementation strain 31267 (pSET-
rex); Orex, rex overexpressing strain 31267 (pKC-rex). (B) Avermectin production in ATCC31267 and Drex
with various oxygen limitation conditions. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 Materials and Methods Bacterial strains and growth conditions. The S. avermitilis strains used were ATCC31267 (wild-type),
Drex (rex-deletion strain), Drex-C (rex-deletion complementary strain harboring plasmid pSET-rex), and Orex
(ATCC31267 harboring rex overexpressing plasmid pKC-rex). E. coli strains JM109 and BL21 (DE3) were used
for routine cloning and protein expression, respectively. YMS medium and SFM medium were used for sporula-
tion and phenotype studies30,31. Culture conditions for mycelial growth, protoplast preparation, and regeneration
of S. avermitilis were as described previously30. Seed medium and fermentation medium FM-I were used for aver-
mectin production and for RNA isolation, and soluble fermentation medium FM-II was used for ChIP analysis32. Gene deletion, complementation, and overexpression. A rex (SAV4738) gene deletion mutant was
generated through targeted gene deletion mediated by homologous recombination. A 566-bp fragment upstream
of rex (position −460 to + 87 from start codon) was amplified by primers rex-up-Fw and rex-up-Rev, and a 579-bp
fragment downstream of rex (position +539 to +1098) was amplified by primers rex-dw-Fw and rex-dw-Rev,
using ATCC31267 genomic DNA as template (Table S1; Fig. 1). The two fragments, after recovery, were
digested respectively by BamHI/HindIII and BamHI/EcoRI, and ligated together into EcoRI/HindIII-digested
pKC113933 to produce rex-deletion vector pKCD-rex. pKCD-rex was introduced into ATCC31267 protoplasts. Double-crossover recombinant strains were selected as described previously34,35. The rex-deletion mutant (termed
Drex) was confirmed by PCR using one pair of external primers (rex-V-Fw/rex-V-Rev) and one pair of internal
primers (rex-V2-Fw/rex-V2-Rev) (Table S1; Fig. 1). Use of the external primers yielded a 1.3-kb band from Drex
and a 1.8-kb band from ATCC31267. Use of the internal primers yielded a 225-bp band from ATCC31267 and no
band from Drex (data not shown).i A 1038-bp DNA fragment carrying the rex ORF and its putative promoter was amplified by PCR using prim-
ers rex-E-Fw and rex-E-Rev (Suppl. Table 1), and then ligated into EcoRI/XbaI-digested pSET152 or pKC1139
to produce vector pSET-rex or pKC-rex. For complementation analysis of Drex, pSET-rex was transformed into
Drex protoplasts. For overexpression of Rex, pKC-rex was introduced into ATCC31267 protoplasts. RNA extraction and qRT-PCR analysis. RNA was isolated using Trizol reagent (Tiangen; China) from
S. avermitilis mycelia grown in FM-I as described previously32. Transcription levels of various genes were deter-
mined by qRT-PCR using the primer pairs listed in Table S1. An RNA sample without prior reverse transcription
was used as negative control to rule out chromosomal DNA contamination. hrdB gene (SAV2444) was used as
internal control. Figure 7. Determination of Rex binding site on aveR promoter region by DNase I footprinting assay Figure 7. Determination of Rex binding site on aveR promoter region by DNase I footprinting assay. (A) Fluorograms correspond to control DNA fragment and to protected reactions (with 10 and 15 µM
Rex-His6). (B) Nucleotide sequences of aveR promoter region. Shaded boxes: sequences protected from DNase
I digestion. Dotted boxes: ROP. Dotted line: half-site ROP. Black bent arrows with boldface letters: TSSs. Boxes:
presumed −35 and −10 elements of promoters. Gray bent arrows with boldface letters: translational start
codons. Discussion
l
f h Another Rex target, ectABC, encodes enzymes for biosynthesis of ectoine (a
compatible solute) that serves as an osmolyte and promotes survival under osmotic or temperature stress29. By
regulating ectABC transcription, Rex facilitates ectoine biosynthesis to enhance viability under these types of
stress. In Drex, expression of regulatory gene aveR and biosynthetic genes, and avermectin production, were notably
increased. Although EMSA showed no clearly retarded band between aveR promoter region probe and Rex-His6,
DNase I footprinting analysis revealed one 15-nt protected region consisting of two adjacent half-site ROP on
the coding strand of aveR by Rex-His6. Thus, Rex may directly regulate aveR expression by interacting with the
half-site ROP in the aveR promoter region. Expression of electron transfer chain components was enhanced in
Drex, thus promoting aerobic respiration rate, ATP production, and secondary metabolism. The notable increase
of atpIBEFHAGDC, cydA1B1CD, nuoA1-N1, and rex-hemAC1DB expression in Drex enhanced the tolerance of
cells to oxygen limitation. The findings described here provide a basis for construction of new Streptomyces strains
with high antibiotic production and hypoxia tolerance. 8 Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 www.nature.com/scientificreports/ ure.com/scientificreports/
Figure 7. Determination of Rex binding site on aveR promoter region by DNase I footprinting assay. Figure 7. Determination of Rex binding site on aveR promoter region by DNase I footprinting assay. (A) Fluorograms correspond to control DNA fragment and to protected reactions (with 10 and 15 µM
Rex-His6). (B) Nucleotide sequences of aveR promoter region. Shaded boxes: sequences protected from DNase
I digestion. Dotted boxes: ROP. Dotted line: half-site ROP. Black bent arrows with boldface letters: TSSs. Boxes:
presumed −35 and −10 elements of promoters. Gray bent arrows with boldface letters: translational start
codons. igure 7. Determination of Rex binding site on aveR promoter region by DNase I footprinting assay. Materials and Methods Chromatin Immunoprecipitation (ChIP) assay. ChIP assay was performed as described previously36. In brief, S. avermitilis cultures grown in FM-II for 2 or 6 days were fixed in cross-linking buffer (0.4 M sucrose,
10 mM Tris·Cl [pH 8.0], 1 mM EDTA) containing 1% formaldehyde for 20 min at 28 °C. ChIP was performed
using anti-Rex antibody. After DNA extraction, pellets were washed with 70% ethanol and resuspended in 50 μl
Tris·EDTA buffer. 1 μl DNA solution was subjected to PCR using the primer sets listed in Table S1. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 9 www.nature.com/scientificreports/ ture.com/scientificreports/
Figure 8. Binding of Rex-His6 to promoter regions of putative Rex targets. Rex (μM): Rex-His6
concentrations. Arrow: free probe. Figure 8. Binding of Rex-His6 to promoter regions of putative Rex targets. Rex (μM): Rex-His6
concentrations. Arrow: free probe. Figure 8. Binding of Rex-His6 to promoter regions of putative Rex targets. Rex (μM): Rex-His6
concentrations. Arrow: free probe. Overexpression and purification of Rex-His6. The rex coding region was amplified by PCR using
primers His-rex-Fw and His-rex-Rev. The purified fragment was cut with NcoI/HindIII and cloned into
NcoI/HindIII-digested pET28a (+) to generate expression plasmid pET-rex. pET-rex was introduced into E. coli
BL21 (DE3) for overexpression of C-terminal His6-tagged Rex. Rex-His6 was induced by 0.2 mM IPTG at 37 °C
and purified from whole-cell lysate by Ni-NTA agarose chromatography (Bio-works; Sweden) according to the
manufacturer’s instructions. Electrophoretic mobility gel shift assays (EMSAs). EMSAs were performed according to the manu-
facturer’s instructions (DIG Gel Shift Kit, 2nd Generation, Roche) as described previously35. DNA probes were
obtained by PCR using the primers listed in Table S1, and labeled with Digoxigenin-11-ddUTP at the 3′ end using
recombinant terminal transferase. DIG-labeled DNA probe was incubated with various quantities of Rex-His6 for
30 min at 25 °C in a total volume of 20 μl containing 1 μg poly[d(I-C)]. Electrophoresis (5.0% native polyacryla-
mide gel; 0.5 × TBE as running buffer) was performed to separate protein-bound probes from free probes. DNA
was electroblotted onto a positively charged nylon membrane, and retarded and unbound bands were detected by
chemiluminescence and recorded on X-ray film. DNase I footprinting assays. A fluorescent labeling procedure was used for DNase I footprinting assays37. DNA fragments were obtained by PCR using FAM-labeled primers (Table S1), and purified from agarose gel. Prediction of Rex putative targets.
To search for putative Rex target genes, Rex consensus motif
5′-TTGTGAANNNNTTCACAA-3′ was used to scan the intergenic regions of the S. avermitilis genome using
Virtual Footprint software38. Prediction of Rex putative targets. To search for putative Rex target genes, Rex consensus motif
5′-TTGTGAANNNNTTCACAA-3′ was used to scan the intergenic regions of the S. avermitilis genome using
Virtual Footprint software38. References Journal of Bacteriology 194, 1145–1157, doi: 10.1128/JB.06412-11 (2012). J
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(YdiH) and oxidation of NADH by NADH dehydrogenase Ndh in Bacillus subtilis. Journal of Bacteriology 188, 7062–7071, doi:
10.1128/JB.00601-06 (2006). 6. Gyan, S., Shiohira, Y., Sato, I., Takeuchi, M. & Sato, T. Regulatory loop between redox sensing of the NADH/NAD(+) ratio by Rex
(YdiH) and oxidation of NADH by NADH dehydrogenase Ndh in Bacillus subtilis. Journal of Bacteriology 188, 7062–7071, doi:
10.1128/JB.00601-06 (2006). 7. Pagels, M. et al. Redox sensing by a Rex-family repressor is involved in the regulation of anaerobic gene expression in Staphylococcus
aureus. Molecular Microbiology 76, 1142–1161, doi: 10.1111/j.1365-2958.2010.07105.x (2010).h 7. Pagels, M. et al. Redox sensing by a Rex-family repressor is involved in the regulation of anaerobic gene expression in Staphylococcus
aureus. Molecular Microbiology 76, 1142–1161, doi: 10.1111/j.1365-2958.2010.07105.x (2010).h gy
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8. Bitoun, J. P., Liao, S., Yao, X., Xie, G. G. & Wen, Z. T. The redox-sensing regulator Rex modulates central carbon metabolism, stres
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A &
W h
f ld C C
di
d
f
h
bd
d l
d h d
i
i 8. Bitoun, J. P., Liao, S., Yao, X., Xie, G. G. & Wen, Z. T. The redox-sensing regulator Rex modulates central carbon metabolism, stress
tolerance response and biofilm formation by Streptococcus mutans. PloS One 7, e44766, doi: 10.1371/journal.pone.0044766 (2012). 9. Larsson, J. T., Rogstam, A. & von Wachenfeldt, C. Coordinated patterns of cytochrome bd and lactate dehydrogenase expression in tolerance response and biofilm formation by Streptococcus mutans. PloS One 7, e44766, doi: 10.1371/journal.pone.0044766 (2012)
9. Larsson, J. T., Rogstam, A. & von Wachenfeldt, C. Coordinated patterns of cytochrome bd and lactate dehydrogenase expression in
Bacillus subtilis. Microbiology 151, 3323–3335, doi: 10.1099/mic.0.28124-0 (2005). gy
10. Wang, E. et al. Structure and functional properties of the Bacillus subtilis transcriptional repressor Rex. ermentation and HPLC analysis of avermectin production.
Fermentation of S. avermitilis strains
nd estimation of avermectins yields by HPLC analysis were performed as described previously32. Fermentation and HPLC analysis of avermectin production. Fermentation of S. avermitilis strains
and estimation of avermectins yields by HPLC analysis were performed as described previously32. Determination of transcriptional start sites. Transcriptional start sites (TSS) of rex and wblE were
mapped by 5′-RACE using a 5′/3′ RACE Kit (2nd Generation, Roche). Total RNA was extracted from ATCC31267
grown in FM-I for 2 days. A gene-specific primer (sp1) was used to synthesize cDNA, and template RNA was
degraded with RNase H. A homopolymeric A-tail was purified and added to the 3′-end of cDNA using terminal
transferase. Tailed cDNA was PCR amplified through 35 cycles with a specific nested primer (sp2) and an oligo
(dT)-anchor primer (Table S1). PCR products were electrophoresed, purified using a DNA agarose gel recovery
kit (BioTek; China), and sequenced. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 Materials and Methods Labeled DNA fragments (400 ng) and various quantities of Rex-His6 were incubated in a 25-μl volume for 30 min
at 25 °C. DNase I digestion was performed for 40 sec at 37 °C, and terminated by addition of 10 μl 0.2 M EDTA Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 10 www.nature.com/scientificreports/ Figure 9. Regulatory network (schematic) whereby Rex controls major genes involved in aerobic
metabolism, morphological differentiation, and secondary metabolism. Solid arrows: direct induction. Solid
lines with blunt end: repression. Dashed arrows: indirect induction. Figure 9. Regulatory network (schematic) whereby Rex controls major genes involved in aerobic
metabolism, morphological differentiation, and secondary metabolism. Solid arrows: direct induction. Solid
lines with blunt end: repression. Dashed arrows: indirect induction. (pH 8.0). Samples were subjected to phenol/chloroform extraction, ethanol precipitation, and capillary electro-
phoresis. Electrophoregrams were analyzed using GeneMarker software v2.2.0. References 1. van Keulen, G., Alderson, J., White, J. & Sawers, R. G. The obligate aerobic actinomycete Streptomyces coelicolor A3(2) survives
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extended periods of anaerobic stress. Environmental Microbiology 9, 3143–3149, doi: 10.1111/j.1462-2920.2007.01433.x (2007). 2. Fischer, M., Falke, D. & Sawers, R. G. A respiratory nitrate reductase active exclusively in resting spores of the obligate aerobe
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This study was supported by a grant (No. 31470190) from the National Natural Science Foundation of China. The
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Streptomyces. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 Additional Information Supplementary information accompanies this paper at http://www.nature.com/srep Supplementary information accompanies this paper at http://www.nature.com/srep Competing Interests: The authors declare no competing financial interests. Competing Interests: The authors declare no competing financial interests. How to cite this article: Liu, X. et al. Redox-sensing regulator Rex regulates aerobic metabolism, morphological
differentiation, and avermectin production in Streptomyces avermitilis. Sci. Rep. 7, 44567; doi: 10.1038/
srep44567 (2017). How to cite this article: Liu, X. et al. Redox-sensing regulator Rex regulates aerobic metabolism, morphological
differentiation, and avermectin production in Streptomyces avermitilis. Sci. Rep. 7, 44567; doi: 10.1038/
srep44567 (2017). Publisher's note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and
institutional affiliations. Scientific Reports | 7:44567 | DOI: 10.1038/srep44567 12 www.nature.com/scientificreports/
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A Transcriptomic Comparison of Two Bambara Groundnut Landraces under Dehydration Stress
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1
School of Biosciences, University of Nottingham, Sutton Bonington Campus, Nottingham LE12 5RD, UK;
stxfk5@nottingham ac uk 1
School of Biosciences, University of Nottingham, Sutton Bonington Campus, Nottingham LE12 5RD, UK;
stxfk5@nottingham.ac.uk g
2
Crops for the Future, Jalan Broga, 43500 Semenyih, Selangor Darul Ehsan, Malaysia;
huihui.chai@nottingham.edu.my 3
Centre for Plant Integrative Biology, University of Nottingham, Sutton Bonington Campus,
Nottingham LE12 5RD, UK; bhzia@exmail.nottingham.ac.uk (I.A.);
charlie.hodgman@nottingham.ac.uk (C.H.) g
g
4
School of Animal Rural and Environmental Sciences, Nottingham Trent University, Clifton Campus,
Nottingham NG11 8NS, UK; chungui.lu@ntu.ac.uk *
Correspondence: sbzsm4@exmail.nottingham.ac.uk; Tel.: +44-0115-951-8062 Academic Editor: Qingyi Yu Academic Editor: Qingyi Yu Received: 20 February 2017; Accepted: 10 April 2017; Published: 18 April 2017 Received: 20 February 2017; Accepted: 10 April 2017; Published: 18 April 2017 Abstract: The ability to grow crops under low-water conditions is a significant advantage in relation
to global food security. Bambara groundnut is an underutilised crop grown by subsistence farmers
in Africa and is known to survive in regions of water deficit. This study focuses on the analysis
of the transcriptomic changes in two bambara groundnut landraces in response to dehydration
stress. A cross-species hybridisation approach based on the Soybean Affymetrix GeneChip array
has been employed. The differential gene expression analysis of a water-limited treatment, however,
showed that the two landraces responded with almost completely different sets of genes. Hence,
both landraces with very similar genotypes (as assessed by the hybridisation of genomic DNA onto
the Soybean Affymetrix GeneChip) showed contrasting transcriptional behaviour in response to
dehydration stress. In addition, both genotypes showed a high expression of dehydration-associated
genes, even under water-sufficient conditions. Several gene regulators were identified as potentially
important. Some are already known, such as WRKY40, but others may also be considered, namely
PRR7, ATAUX2-11, CONSTANS-like 1, MYB60, AGL-83, and a Zinc-finger protein. These data
provide a basis for drought trait research in the bambara groundnut, which will facilitate functional
genomics studies. An analysis of this dataset has identified that both genotypes appear to be in a
dehydration-ready state, even in the absence of dehydration stress, and may have adapted in different
ways to achieve drought resistance. This will help in understanding the mechanisms underlying
the ability of crops to produce viable yields under drought conditions. In addition, cross-species
hybridisation to the soybean microarray has been shown to be informative for investigating the
bambara groundnut transcriptome. Keywords: Bambara groundnut; landraces; dehydration stress; cross-species microarray analysi genes
G C A T
T A C G
G C A T genes
G C A T
T A C G
G C A T genes Faraz Khan 1, Hui Hui Chai 2, Ishan Ajmera 3, Charlie Hodgman 3, Sean Mayes 1,2,*
and Chungui Lu 4 Faraz Khan 1, Hui Hui Chai 2, Ishan Ajmera 3, Charlie Hodgman 3, Sean Mayes 1,2,*
and Chungui Lu 4 Faraz Khan 1, Hui Hui Chai 2, Ishan Ajmera 3, Charlie Hodgman 3, Sean Mayes 1,2,*
and Chungui Lu 4 1
School of Biosciences, University of Nottingham, Sutton Bonington Campus, Nottingham LE12 5RD, UK;
stxfk5@nottingham.ac.uk 1. Introduction Dehydration is one of the major stresses that inhibits plant growth and can reduce crop
productivity. Hence, drought resistance is a key target in helping to ensure global food supply. Plants
respond to dehydration stress in three broad approaches: (1) Dehydration escape; (2) Dehydration
avoidance; and (3) Dehydration tolerance. Such mechanisms are seen in a range of leguminous Genes 2017, 8, 121; doi:10.3390/genes8040121 www.mdpi.com/journal/genes 2 of 19 Genes 2017, 8, 121 species, including the mung bean [1] and pigeon pea [2]. Dehydration escape is the ability of plants
to complete their growth cycle and reach maturity with successful reproduction before the shortage
of water reaches damaging levels [3]. Mechanisms of avoidance include improved root traits for a
greater extraction of soil moisture, stomatal closure, a decreased radiation absorption through leaf
rolling, a decreased leaf area for reduced water loss, and the accumulation of osmoprotectants such
as proline, trehalose, and dehydrins [4]. Dehydration tolerance allows plants to survive through
improved water-use efficiency, i.e., performing all of the biological, molecular, and cellular functions
with minimal water. Numerous studies on the effects of dehydration stress on staple crops have been
reported [1,2,4–10]. p
Reduced water availability causes the production of abscisic acid (ABA), the phyto-hormone
which initiates stomatal closure and influences other aspects of plant growth and physiology. It is
responsible for regulating a broad range of genes during the dehydration response. The SNF1-related
protein kinase, AREB (ABA-responsive element)/ABF are the key regulators of ABA signalling [11]. Improving the dehydration tolerance has also been linked to a reduction in shoot growth, while root
growth is maintained, leading to an altered partition between the root and shoot. This process is
achieved by cell-wall synthesis and remodelling. The formation of reactive oxygen species (ROS) and
lignin peroxidases are the key steps involved in cell wall thickening. Stomatal closure limits the CO2 uptake by leaves, which leads to a reduction in photosynthesis
as the leaf’s internal CO2 is depleted. Severe dehydration stress also limits photosynthesis by
down-regulating the expression of ribulose-1, 5-bisphosphate carboxylase/oxygenase (Rubisco),
fructose-1,6-bisphosphatase (FBPase), phosphoenolpyruvate carboxylase (PEPCase), pyruvate
orthophosphate dikinase (PPDK), and NADP-malic enzyme (NADP-ME) [12]. Plant responses to
dehydration affect vegetative growth by reducing the leaf-area expansion and total dry matter, which
in turn decreases light interception [13]. Under dehydration stress, wheat (Triticum dicoccoides) shows a
reduction in the number of grains, grain yield, shoot dry weight, and harvest index [8]. 1. Introduction In soybean
specimens (Glycine max), the loss of seed yield was reported to be greatest when dehydration appeared
during anthesis and the early reproductive stages [6–9]. A range of dehydration stress-related genes have been identified in Arabidopsis thaliana, rice
(Oryza sativa), and other model plants [14]. These can be classified into two main groups: (i) Effector
proteins, whose role is to alleviate the effect of the stress (such as water channel proteins, detoxification
enzymes, LEA proteins, chaperones, and osmoprotectants); and (ii) Regulatory proteins, which alter
the expression or activity of effector genes and modify plant growth, such as the transcription factors
DREB2 and AREB, and also protein kinases and phosphatases [15]. In recent years, plant breeders have turned to landraces (i.e., locally adapted genetically mixed
populations) for trait improvement in various crops, including barley [16], sorghum [17], sesame [18],
and soybean [19]. An early attempt to investigate the use of landraces in addressing the problem of
dehydration tolerance has been carried out in wheat [20], although this did not delve into the specific
genetics conferring the desirable traits. An alternative approach to identifying the genes conferring
dehydration avoidance and tolerance is to study species that are already resilient under arid conditions. In this regard, bambara groundnut (Vigna subterranea (L) Verdc.) is a potential candidate. It is an
underutilised, drought-resistant African legume, which is mainly grown in sub-Saharan Africa [5–21]
and is sometimes used as an intercrop with major cereals, such as maize, because of its nitrogen
fixing potential [22]. Bambara groundnut is considered as a drought resistant crop with a reasonable
protein content (18% to 22%), a high carbohydrate content (65%), and some level of lipids (6.5%) [23],
with a similar overall composition to chickpea. A number of bambara groundnut landraces have
well-developed tap roots which grow up to a height of 30–35 cm [24]. From the results of Mabhaudhi et al. [25], bambara groundnut has been shown to adopt
dehydration-escape mechanisms, including a shortened vegetative growth period, early flowering,
a reduced duration of the reproductive stage, and early maturity under dehydration stress. Such responses are likely to be employed where the initial plant growth is based on stored soil water, 3 of 19 Genes 2017, 8, 121 but further rain is unlikely. 1. Introduction It has been reported that bambara groundnut responds to dehydration
stress by partitioning more assimilate into the root, relative to the shoots, so that a greater soil volume
can be exploited [26,27]. Nyamudeza [27] also observed that bambara groundnut allocated a greater
fraction of its total dry weight to the roots than the groundnut, irrespective of the available soil
moisture. This would suggest that bambara groundnut commits a greater supply of assimilates to root
growth, irrespective of the soil moisture status. This strategy may have clear advantages when water
subsequently becomes limited, but there could be a trade-off with the yield under benign environments. A greater root dry-weight was also reported when the bambara landrace, Burkina, was subjected
to dehydration stress [28]. Dehydration-avoidance traits have also been observed, especially the
accumulation of proline [21] and a reduced leaf area [29]. This study aims to investigate the effects of dehydration on gene expression in this reportedly
drought-resistant species. The transcriptomes of two genotypes (DipC and Tiga Nicuru (TN)) were
sampled, to identify what is common and how they differ in their response to a prolonged, but slowly
intensifying, dehydration treatment. The climatic conditions in their native regions (Botswana and
Mali, respectively) suggest that they are likely to have evolved in regions which would select for
drought resistance, while potentially exhibiting some variation in the mechanisms employed to deal
with dehydration, as they are morphologically and phenologically distinct [30]. Chai et al. [30,31]
reported that transgressive segregation was observed in the segregating F5 population derived from
the TNxDipC cross. The contrast between the two parental lines for a number of traits such as
the days-to-maturity, stomatal conductance, 100-seed weight, leaf area, internode length, peduncle
length, pod number per plant, and leaf carbon (delta C13) isotope analysis, suggest that some of these
mechanisms for adaptation to dehydration could be non-identical in the two genotypes. For example,
delta C13 was associated with a higher yield as observed in DipC, compared to TN [30]. In addition,
the results showed that there were lines in the segregating population that performed better in terms
of the ability to produce higher yields under drought conditions than the parental genotypes. Hence,
evaluating the transcriptome of the two parental lines under dehydration stress could be a good
indicator to investigate the molecular mechanism occurring in the two genotypes and its relationship
to phenology and phenotype. 1. Introduction As a complete genome sequence is not available and microarray tools are still to be developed in
this species, cross-species hybridisation with the Affymetrix Glycine-max microarray was investigated
to test if this approach is acceptable for bambara groundnut transcriptomics, as it has been successful
for other species [32–34]. 2.1. Plant Materials In this study, the experiment was conducted in the FutureCrop controlled tropical glasshouses at
the School of Biosciences, Sutton Bonington Campus, University of Nottingham, UK. Two genotypes
of bambara groundnut, DipC and TN, were planted in both ‘Water-limited’ and ‘Water-sufficient’
control plots. 2.4. cRNA and Genomic DNA Affymetrix Labelling and Hybridisation The above RNA extracts were reverse transcribed to synthesize double stranded complementary
DNA (cDNA). After purification of the double-stranded cDNA products, the sample was transcribed
in vitro to generate Biotinylated complementary RNAs (cRNAs), followed by purification and
fragmentation. The purified and fragmented cRNAs were then hybridised to the Affymetrix Soybean
Gene Chip array (ThermoFisher Scientific, Lutterworth, UK). The scanned arrays produced CEL raw
data files that were loaded onto Genespring GX version 13.1 (Agilent Genomics, Santa Clara, CA, USA)
for further analysis. The extraction of genomic DNA (gDNA) from the two genotypes was performed
using the DNA extraction Qiagen kit according to manufacturer’s instructions. Extracted DNA was
labelled and hybridised to the Affymetrix Soybean TEST3 array and resulted in the generation of
gDNA cell-intensity files (CEL files), after scanning. To identify probe pairs that efficiently hybridise to
the gDNA, a series of user defined threshold values were evaluated for the signal intensity. The perfect
match (PM) probes were selected for interpreting the GeneChip arrays challenged with RNA from the
species of interest [35]. 2.2. Site Descriptions and Experimental Design Plants were grown over a period of five months. A 12-hour photoperiod was created using an
automated blackout system (Cambridge Glasshouses, Newport, UK), with day and night temperatures
set at 28 ◦C and 23 ◦C respectively. Trickle tape irrigation with PVC micro-porous tubing was placed
beside each plant row. The plants were irrigated at 06:00 h and 18:00 h for 20 min, with a measured flow
rate of 1 L/h per tube, and each tube was 5 m in length. Two independent soil pits (5 m × 5 m × 1 m)
containing sandy loam soil were used in the glasshouses. These were isolated from the surrounding
soil by a Butyl liner and concrete pit structure with gravel drainage for separate water-limited and
water-sufficient plots. The PR2 water profile probe (Delta-T devices, Cambridge, UK) was used to 4 of 19 Genes 2017, 8, 121 measure the soil moisture content. A randomised block design (RBD) with three blocks for each soil pit
was implemented for this experiment. Three replicate plants for the water-sufficient plot (continuously
irrigated) and four replicates for the water-limited treatment plot were used. Three seeds were sown
per replicate at a depth of 3–4 cm with a spacing of 25 cm × 25 cm between each final plant position and
multiple plants were later thinned to one plant per replicate at 20 days after sowing (DAS). Figure S1
shows the treatment regime. The irrigation system for the water limited treatment plot was turned
off at 50 DAS and resumed at 92 DAS for plant recovery (in total, six weeks of treatment after 100%
flowering). Normal irrigation continued for the water-sufficient plot throughout. The water-limited
treatment was continued until an average of a 50% reduction in stomatal conductance was observed. Leaves from water-sufficient and water-limited plants were collected at 92 DAS before recommencing
irrigation, while those from ‘recovered’ plants were collected at 107 DAS after watering was resumed
at 92 DAS. Labelled aluminium foil was used to wrap the harvested leaves, which was then transferred
into liquid nitrogen for long term storage. All samples were stored in a −80 ◦C freezer before RNA
extraction. DNA extraction from the two parental genotypes was completed using the DNA extraction
Qiagen kit handbook. 2.3. RNA Extraction RNA was extracted using the RNeasy Qiagen kit (Qiagen, Manchester, UK), according to the
manufacturer’s instructions. DNA was eliminated using DNase. A total of 80 µL of DNase I incubation
mix, containing 10 µL DNase I stock solution and 70 µL buffer RDD, was added and incubated at
room temperature for 15 min. Nanodrop readings and gel electrophoresis were performed to check the
quality and quantity of RNA, as RNA samples required 100 ng/µL for 10 µL for microarray analysis. To make sure that the samples were free from active RNAse, 0.63 µL of 40 U/µL RNasin (Promega,
Southampton, UK) was added for every 25 µL of the RNA sample. All samples were tested on an
Nanodrop and Agilent bioanalyser for integrity (looking at the quality (ratio of 2.0) and integrity
(a ratio of 2 for 28S/18S) for respective quantitation) before preparation for the microarray. .4. cRNA and Genomic DNA Affymetrix Labelling and Hybridisation 2.7. Expression Validation of Differentially Expressed Genes Using Real-Time qPCR Four genes which were potential candidate dehydration-associated genes (based on their functional
annotations) with a differential expression level of >2-fold change and FDR corrected p-value ≤0.05 from
the differential expression analysis, were chosen for quantitative PCR (qPCR) validation. The actin-11
from the available bambara groundnut transcriptome sequence was used as a housekeeping gene. The actin-11 gene is known to be one of the most stable reference genes for gene expression
normalisation and has been used in soybean and rice specimens [41,42]. PCR forward and reverse
primers were designed using Primer-BLAST [43] for the chosen genes. The primers were designed
in three steps. Firstly, the target gene sequence to which the primers needed to be designed was
downloaded from the soybean database. Secondly, the soybean-specific target gene sequence was
blasted against a bambara groundnut transcriptome generated from RNA-sequencing data for a
low-temperature stress experiment [44], by creating a BLAST database. Thirdly, the target gene
sequence obtained from the bambara groundnut BLAST database was used to search through the
BLAST database at NCBI to add weight to the selection of this sequence. Once the gene sequence
was identified in the BLAST database, it was utilised to design primers with an appropriate primer
size, GC content, and melting temperature (Tm) using Primer-BLAST. PCR was performed to check
the quality of all the primers designed for the four dehydration-associated genes. PCR analysis
was performed using the 7000 Sequence Detection System (Applied Biosystems, Cheshire, UK). The annealing temperature was set to 60 ◦C for the primer designed for the genes for PAL1
(Phenylalanine ammonia-lyase 1) and COMT (3-Caffeic acid o methyltransferase), and 58 ◦C for the
Beta-fructofuranosidase and UBC-2 (ubiquitin conjugating enzyme-2) genes. The cycling parameters
were set as: 95 ◦C for 10 min, 40 cycles of denaturing at 95 ◦C for 30 s, annealing at 60 ◦C/58 ◦C
for 30 s, and extension at 72 ◦C for 30 s. First strand cDNA synthesis for all the RNA samples was
carried out using a SuperScript III First-Strand Synthesis kit (ThermoFisher Scientific, Lutterworth,
UK). The first-strand cDNA was prepared for analysis by qPCR using PerfeCta SYBR Green SuperMix
(Quantabio, Beverly, MA, USA) containing 2X reaction buffer (with optimized concentrations of
MgCl2), dNTPs (dATP, dCTP, dGTP, dTTP), AccuStart Tag DNA Polymerase (Quantabio, Beverly, MA,
USA) SYBR Green 1 dye, and stabilizers. 2.5. Probe Selection and Identification of Differentially Expressed Genes The soybean array contained 37,500 probe sets, each containing 11 probe pairs per probe-set. For each genotype, custom CDF files were obtained, with reference to their gDNA hybridisation signal
strength [36] for a subsequent estimation of the transcript levels. RNA CEL files were normalised in
GeneSpring [37] using the Robust Multi-array Average. Differentially expressed genes (DEGs) were
calculated using a t-test test (corrected by Benjamin Hochberg false discovery rate (FDR) multiple
testing). Probe-sets with a FDR corrected p-value ≤0.05 and fold change of >2 were considered to be
differentially expressed (either up or down regulated). Principal Component Analysis (PCA) was also 5 of 19 Genes 2017, 8, 121 carried out in GeneSpring and Bioconductor package “prcomp”. BINGO was used for discovering
(from input gene lists) over-represented terms from the Gene Ontology [38]. 2.6. Construction of the Co-Expression Network Co-expression network analysis was carried out using the DeGNserver [39] and cytoscape 3.4 [40]. Separate networks were generated for each genotype. The input probe-sets were restricted to those
that were differentially expressed between each pair of treatments (water-limited, water-sufficient and
recovery) and RMA (Robust Multi-Array Average)-normalised values were used across all samples. Links were assigned between pairs of nodes (i.e., probe-sets) when their Spearman’s Rank correlation
was 0.9. The co-expression network was imported into cytoscape for visual representation and network
analysis. For each genotype, another input file was made which, for each probe-set, defined the parent
(DipC or TN), the direction of differential expression caused by dehydration (up or down), and the
role identified through homology in relation to drought resistance. This aided the interpretation of the
combined network derived from both genotypes. 3.1. Probe Selection Based on gDNA to TN
gDNA)
Number of
DEGs in
DipC
Number of
DEGs in TN
20
61,072
61,072
670,388
670,388
6165
6165
60
60,877
60,895
479,538
482,352
6927
6814
100
59,782
59,835
302,834
304,708
7183
7159
150
56,266
56,511
190,570
193,522
7036
7159
200
51,071
51,319
129,806
132,521
6638
6731
300
37,813
38,000
66,907
68,106
5275
5345
500
17,469
18,176
23,464
24,693
2784
2911
600
12,258
12,930
15,701
16,650
2089
2170
700
8896
9566
11,193
12,061
1574
1673
800
6687
7208
8415
9070
1195
1291
900
5140
5657
6559
7140
958
1057
1000
4085
4482
5304
5733
802
877
gDNA: genomic DNA; DEG: differentially expressed gene; TN: Tiga Nicuru; Hyb: Hybridisation. Table 1. Retained probe-sets and probe-pairs at different threshold values. g
p
bl
d
b
d
b
d ff
h
h ld
l Table 1. Retained probe-sets and probe-pairs at different threshold values. Threshold
Value
Number of Probe
Sets (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Sets (Soybean
Chip Hyb. to
TN gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. to
TN gDNA)
Number of
DEGs in
DipC
Number of
DEGs in TN
20
61,072
61,072
670,388
670,388
6165
6165
60
60,877
60,895
479,538
482,352
6927
6814
100
59,782
59,835
302,834
304,708
7183
7159
150
56,266
56,511
190,570
193,522
7036
7159
200
51,071
51,319
129,806
132,521
6638
6731
300
37,813
38,000
66,907
68,106
5275
5345
500
17,469
18,176
23,464
24,693
2784
2911
600
12,258
12,930
15,701
16,650
2089
2170
700
8896
9566
11,193
12,061
1574
1673
800
6687
7208
8415
9070
1195
1291
900
5140
5657
6559
7140
958
1057
1000
4085
4482
5304
5733
802
877
gDNA: genomic DNA; DEG: differentially expressed gene; TN: Tiga Nicuru; Hyb: Hybridisation. Table 1. Retained probe-sets and probe-pairs at different threshold values. Threshold
Value
Number of Probe
Sets (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Sets (Soybean
Chip Hyb. to TN
gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. 2.7. Expression Validation of Differentially Expressed Genes Using Real-Time qPCR The synthesized cDNA was cleaned from the remaining
RNA using the enzyme mix included in the kit (Escherichia coli RNase H). The qPCR components were
prepared for 10 µL reactions and Melt-curve analysis was performed. The sample cycle threshold (Ct)
was standardized for each template based on the actin-11 gene control amplicon behaviour. The 2−∆∆Ct
method was used to analyse the relative changes in gene expression from the qRT-PCR experiment [45]. To validate whether the right PCR product was generated for the expression studies, the desired
fragment of intact cDNA for all genes was sent for sequencing after the gel extraction using a QIAquick
Gel Extraction Kit (Qiagen, Manchester, UK). 6 of 19 Genes 2017, 8, 121 3.1. Probe Selection Based on gDNA 3.1. Probe Selection Based on gDNA The genomic DNA of both genotypes was individually hybridised to the Affymetrix Soybean
GeneChip array to study the global genome hybridisation for probe selection. The numbers of retained
probe-pairs and probe-sets are shown in Table 1. With increasing threshold values, the number of
probe-pairs retained in the probe mask file started decreasing rapidly (Figure 1), while the number of
probe-sets (representing genes) decreased at a slower rate. This suggests that, even at higher gDNA
hybridisation thresholds, at least some of the gene-designed oligonucleotides are cross-hybridising for
many of the probe-sets and that the cross-species array approach is a reasonable approach for bambara
groundnut transcriptomics. Genes 2017, 8, 121
6 of 19
higher gDNA hybridisation thresholds, at least some of the gene-designed oligonucleotides are cross-
hybridising for many of the probe-sets and that the cross-species array approach is a reasonable
h f
b
b
d
t t
i t
i Table 1. Retained probe-sets and probe-pairs at different threshold values. Threshold
Value
Number of Probe
Sets (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Sets (Soybean
Chip Hyb. to
TN gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. to
TN gDNA)
Number of
DEGs in
DipC
Number of
DEGs in TN
20
61,072
61,072
670,388
670,388
6165
6165
60
60,877
60,895
479,538
482,352
6927
6814
100
59,782
59,835
302,834
304,708
7183
7159
150
56,266
56,511
190,570
193,522
7036
7159
200
51,071
51,319
129,806
132,521
6638
6731
300
37,813
38,000
66,907
68,106
5275
5345
500
17,469
18,176
23,464
24,693
2784
2911
600
12,258
12,930
15,701
16,650
2089
2170
700
8896
9566
11,193
12,061
1574
1673
800
6687
7208
8415
9070
1195
1291
900
5140
5657
6559
7140
958
1057
1000
4085
4482
5304
5733
802
877
gDNA: genomic DNA; DEG: differentially expressed gene; TN: Tiga Nicuru; Hyb: Hybridisation. pp
g
p
Table 1. Retained probe-sets and probe-pairs at different threshold values. Threshold
Value
Number of Probe
Sets (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Sets (Soybean
Chip Hyb. to TN
gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. to
DipC gDNA)
Number of Probe
Pairs (Soybean
Chip Hyb. 3.1. Probe Selection Based on gDNA to TN
gDNA)
Number of
DEGs in
DipC
Number of
DEGs in TN
20
61,072
61,072
670,388
670,388
6165
6165
60
60,877
60,895
479,538
482,352
6927
6814
100
59,782
59,835
302,834
304,708
7183
7159
150
56,266
56,511
190,570
193,522
7036
7159
200
51,071
51,319
129,806
132,521
6638
6731
300
37,813
38,000
66,907
68,106
5275
5345
500
17,469
18,176
23,464
24,693
2784
2911
600
12,258
12,930
15,701
16,650
2089
2170
700
8896
9566
11,193
12,061
1574
1673
800
6687
7208
8415
9070
1195
1291
900
5140
5657
6559
7140
958
1057
1000
4085
4482
5304
5733
802
877
gDNA: genomic DNA; DEG: differentially expressed gene; TN: Tiga Nicuru; Hyb: Hybridisation. Figure 1. Effect of intensity thresholds. Number of probe pairs (blue line) and probe sets (magenta
line) retained for DipC (top) and Tiga Nicuru (TN) (bottom) respectively at different genomic DNA
(gDNA) intensity thresholds. Figure 1. Effect of intensity thresholds. Number of probe pairs (blue line) and probe sets (magenta
line) retained for DipC (top) and Tiga Nicuru (TN) (bottom) respectively at different genomic DNA
(gDNA) intensity thresholds. Figure 1. Effect of intensity thresholds. Number of probe pairs (blue line) and probe sets (magenta
line) retained for DipC (top) and Tiga Nicuru (TN) (bottom) respectively at different genomic DNA
(gDNA) intensity thresholds. Figure 1. Effect of intensity thresholds. Number of probe pairs (blue line) and probe sets (magenta
line) retained for DipC (top) and Tiga Nicuru (TN) (bottom) respectively at different genomic DNA
(gDNA) intensity thresholds. The number of retained probe-sets and probe-pairs on the Soybean chip for both the DipC and
TN gDNA hybridisations were determined, corresponding to each threshold value (Table 1). A
custom CDF file with a threshold of 100 was chosen for differential expression analysis in both
genotypes, as it allowed for a good sensitivity to detect the maximum number of differentially-
The number of retained probe-sets and probe-pairs on the Soybean chip for both the DipC and
TN gDNA hybridisations were determined, corresponding to each threshold value (Table 1). A custom
CDF file with a threshold of 100 was chosen for differential expression analysis in both genotypes, as it 7 of 19 Genes 2017, 8, 121 allowed for a good sensitivity to detect the maximum number of differentially-expressed transcripts
(Table 1). Furthermore, both genotypes were found to be highly similar in terms of the probe-sets
detected at this threshold. 3.2. Principal Component Analysis The PCA plot (Figure 2) shows that, under water-sufficient treatment, the two genotypes appear
to have similar transcriptomes. The first two Principal Components account for 25.45% and 17.11% of
the variance, respectively, suggesting that it is due to a range of hybridisation/expression differences
between the chips. Recovery after dehydration stress, however, caused the most variation and suggests
that the recovery transcriptome does not return to the water-sufficient state (control). The DipC
water-limited treatment sample ‘D.DipC.Rep2’ could be a potential outlier and this needs to be borne
in mind in further analysis. The 3D PCA plots of genotype-specific data showed a good separation of
the three treatments (conditions) and better PCA scores (see Figure S2). Genes 2017, 8, 121
7 of 19
differences between the chips. Recovery after dehydration stress, however, caused the most variation
and suggests that the recovery transcriptome does not return to the water-sufficient state (control). The DipC water-limited treatment sample ‘D.DipC.Rep2’ could be a potential outlier and this needs
to be borne in mind in further analysis. The 3D PCA plots of genotype-specific data showed a good
separation of the three treatments (conditions) and better PCA scores (see Figure S2). Figure 2. Principal component analysis (PCA) plot of the expression data from the microarrays. The
principal components PC1 and PC2 values for each chip have been placed on a scatter plot. Each chip
result is defined by a three-part character string consisting of the treatment, genotype, and replicate
number. IR, D, and REC refer to water-sufficient, water-limited, and recovery treatment, respectively;
the genotypes are DipC and TN; and Rep1–4 refers to the specific biological replicate. Note, the water-
sufficient and recovery treatments have only three replicates, while dehydration has four. 3.3. Gene Expression Under Water-Sufficient Conditions
Figure 2. Principal component analysis (PCA) plot of the expression data from the microarrays. The principal components PC1 and PC2 values for each chip have been placed on a scatter plot. Each chip result is defined by a three-part character string consisting of the treatment, genotype,
and replicate number. IR, D, and REC refer to water-sufficient, water-limited, and recovery treatment,
respectively; the genotypes are DipC and TN; and Rep1–4 refers to the specific biological replicate. Note,
the water-sufficient and recovery treatments have only three replicates, while dehydration has four. Figure 2. Principal component analysis (PCA) plot of the expression data from the microarrays. 3.1. Probe Selection Based on gDNA A total of 59,533 probe-sets were common to both genotypes at the threshold
of 100, while 249 and 302 probe-sets were specific to DipC and TN, respectively. These results therefore
suggest a high sequence similarity (>99%) at this level of sequence sampling. 3.3. Gene Expression Under Water-Sufficient Conditions 3.3. Gene Expression Under Water-Sufficient Conditions It is pertinent to consider the state of the genotype transcriptomes before any dehydration
treatment has taken place. However, owing to the high background noise in microarray studies, it is
unclear what intensity level defines a gene as being transcribed. Figure S3 shows that the ranked
intensity values follow a roughly sigmoidal curve. The point of inflection (at which the declining
gradient is at its shallowest) covers the top two-thirds of the probe-sets, and corresponds to an RMA
value of 0.97. This may be a stringent cut-off, given that an RMA value of one corresponds to the
average across all probe-sets on the array, but it ensures that there were few, if any, false positives. This left 39,855 probe-sets for DipC and 39,890 for TN. There are 26,496 probe-sets in common between
the two genotypes, suggesting differences in the general transcriptional behaviour of the two genotypes. Each genotype had a little over 90 probe sets with functional annotations related to ABA signalling
and dehydration responses (see Tables S1 and S2), of which 60 were common to both. These include
homologues of much of the ABA synthesis and response network, the DREB1 transcription factor,
Early-Response to Dehydration proteins 3, 4, 8, 14–16, and 18, four osmoprotectant genes, two
dehydration-response genes influencing photosynthesis, and 21 other probe sets corresponding to
dehydration-associated proteins of an unknown function (see Table S3). Table S4 lists the genes
differentially expressed between the two water-sufficient treated genotypes, but at this stage, nothing
stands out as remarkable. 3.2. Principal Component Analysis The
principal components PC1 and PC2 values for each chip have been placed on a scatter plot. Each chip
result is defined by a three-part character string consisting of the treatment, genotype, and replicate
number. IR, D, and REC refer to water-sufficient, water-limited, and recovery treatment, respectively;
the genotypes are DipC and TN; and Rep1–4 refers to the specific biological replicate. Note, the water-
sufficient and recovery treatments have only three replicates, while dehydration has four. Figure 2. Principal component analysis (PCA) plot of the expression data from the microarrays. The principal components PC1 and PC2 values for each chip have been placed on a scatter plot. Each chip result is defined by a three-part character string consisting of the treatment, genotype,
and replicate number. IR, D, and REC refer to water-sufficient, water-limited, and recovery treatment,
respectively; the genotypes are DipC and TN; and Rep1–4 refers to the specific biological replicate. Note,
the water-sufficient and recovery treatments have only three replicates, while dehydration has four. Genes 2017, 8, 121 8 of 19 3.4. Identification of Differentially Expressed Genes Mostly, the upregulated genes under dehydration stress in DipC relate to the secondary
metabolism of cell-wall components, while the TN genes include transcription-related factors, most
notably a CONSTANS-like gene. Furthermore, GO term overrepresentation analysis for both DipC
and TN showed an emphasis on various metabolic processes related to cellular amino acids and
their derivatives, secondary metabolites and carbohydrates (Table S10). Hence, despite the genomic
hybridisation mask demonstrating that the pure hybridisation was very similar between the two
genotypes, there is a very different transcriptional response to dehydration stress by each genotype. Microarray data has a limited dynamic range, even when within species, so it is important to validate
a small set of microarray observations. Hence, validation through qRT-PCR was performed. Table 3. Top upregulated genes in DipC and TN. Gene Name
FDR
Fold
Change
Gene Description
References
UP-Regulated Genes in DipC
PAL1 (Phenylalanine ammonia-lyase 1)
0.018
3.901
Key enzyme involved in the biosynthesis of isoprenoid
antioxidative and polyphenol compounds such as
lignin and is involved in defense mechanism. [53]
ATEP3/AtchitIV
0.001
3.845
Encodes an EP3 chitinase that is stimulated under
abiotic stress. [54]
TXR1(Thaxtomin A resistant 1)/
ATPAM16
6.87 × 10−5
3.718
TXR1 is a component of a dispensable transport
mechanism. Involved in negative regulation of defense
responses by reducing reactive oxygen species (ROS). [55]
Acetyl-CoA C-acyltransferase, putative/
3-ketoacyl-CoA thiolase
0.001
3.554
Functions in Jasmonic acid synthesis which plays a
role in plant response to mechanical and abiotic stress. [56]
UBC-2 (ubiquitin-conjugating enzyme 2)
0.004
3.407
Ubiquitination plays a part in increasing rate of the
protein breakdown. Arabidopsis plants
overexpressing UBC-2 were more tolerant to
dehydration stress compared to the control plants. [57]
Rho GDP dissociation inhibitor 2
0.001
3.348
Involves in the regulation of Rho protein and small
GTPase mediated signal transduction. [58]
Histidine amino acid transporter (LHT1)
0.001
3.256
Amino acid transmembrane transporter involved in
apoplastic transport of amino acids in leaves. [59]
COMT (3-Caffeic acid o
methyltransferase)
0.006
3.234
Involved in lignin biosynthesis. High activation of
lignifying enzymes was found in dehydration-stressed
white clover (Trifolium repens L.), which lead to
reduced forage growth. [60]
Glycine decarboxylase complex H
0.005
3.113
Functions in photo respiratory carbon recovery. Carbon dioxide is found to be low in plants subjected
to dehydration stress due to the closing of stomata in
order to prevent water loss. 3.4. Identification of Differentially Expressed Genes For DipC and TN, the numbers of genes differentially expressed as a result of the dehydration and
recovery treatments, and detected by the cross-species microarray approach, are shown in Table 2, with
the full lists of probe-sets and functional annotations presented in Tables S5–S8. The top upregulated
and downregulated genes in DipC and TN are shown in Tables 3 and 4, respectively. The numbers for
DipC were consistently higher than for TN, and the water-limited treatment caused more down- than
upregulation, while recovery had the reverse effect. Table 2. Differentially expressed gene numbers. Water-Limited versus Water-Sufficient
Water-Limited versus Recovery
Up-Regulated
under
Dehydration
Down-Regulated
under Recovery
Down-Regulated
under
Dehydration
Up-Regulated
under Recovery
Up-Regulated
Down-Regulated
DipC
80
68
109
94
340
146
Tiga Nicuru
28
22
53
42
294
97 Table 2. Differentially expressed gene numbers. Recovery led to many more differentially expressed genes (486 and 391) than dehydration stress
(189 and 81). There were six possible system effects that can be gleaned from these data (Figure S4). The upregulated genes under the water-limited treatment that returned to a water-sufficient state
on recovery and the downregulated genes that returned to a normal expression at recovery are the
strictly dehydration-responsive genes (~75% in both genotypes), while those that significantly changed
and did not return to the pretreatment levels (~25%) correspond to a dehydration-induced state
change. The latter may be due to epigenetic effects, such as a change in the methylation state of
gene-regulatory regions. The larger numbers of differentially expressed genes from water-limited
conditions to recovery may be accounted for by aging and other highly variable factors (see Figure 2),
such as the soil conditions in each pit. The fold changes of the upregulated genes under dehydration stress in both genotypes are
relatively small (mostly < 4-fold). Furthermore, there were only nine differentially expressed genes
which were common to both genotypes (see Table 5). The only common upregulated gene was
beta-fructofuranosidase, which hydrolyses sucrose to provide more glucose, hence playing a potential
role in osmoprotection and energy production. In contrast, half of the common downregulated genes Genes 2017, 8, 121 9 of 19 were related to transcription and also play roles in stomatal regulation. Excluding the potential outlier,
‘D.DipC.Rep2’ had little effect upon the common gene analysis (Table S9), so it has been included in
subsequent analyses. 3.4. Identification of Differentially Expressed Genes [61]
Up-Regulated Genes in TN
Clp amino terminal domain-containing
protein, putative
0.035
3.778
Protein and ATP binding. CONSTANS-LIKE 1
0.025
3.294
Transcription factor regulating flower development
and response to light stimulus. [62]
DRB3 (DSRNA-BINDING PROTEIN 3)
0.020
2.984
Assists in miRNA-targeted RNA degradation. [63]
SIGE (SIGMA FACTOR E)
0.032
2.808
Responds to effects of abiotic stresses. Phosphorylation of major sigma factor SIG1 in
Arabidopsis thaliana inhibits the transcription of the
psaA gene, which encodes photosystem-I (PS-I). This disturbs photosynthetic activity. [64,65]
Reticulon family protein
0.029
2.772
Playing a role in promoting membrane curvature
Cytochrome c oxidase family protein
0.025
2.727
Essential for the assembly of functional cytochrome
oxidase protein. DNA-binding S1FA family protein
0.049
2.717
Binds to the negative promoter element S1F. DNA photolyase
0.032
2.667
DNA repair enzyme. Zinc knuckle (CCHC-type) family protein
0.040
2.567
Zinc ion binding. Monosaccaride transporter
0.025
2.547
Plays a role in long-distance sugar partitioning or
sub-cellular sugar distribution. Nodulin MtN3 family protein
0.025
2.376
Key role in the establishment of symbiosis. Serine acetyltransferase, N-terminal
0.040
2.302
Catalyzes the formation of a cysteine precursor. Table 3. Top upregulated genes in DipC and TN. Table 3. Top upregulated genes in DipC and TN. 10 of 19 Genes 2017, 8, 121 Table 4. Top downregulated genes in DipC and TN. Table 4. Top downregulated genes in DipC and TN. Gene name
FDR
Fold Change
Gene Description
References
Down-Regulated Genes in DipC
Dihydroxyacetone kinase
0.003
6.489
Glycerone kinase activity. Phosphoglucomutase, putative/glucose
phosphomutase, putative
0.007
6.471
Involved in controlling photosynthetic carbon flow and plays essential
role starch synthesis. Down regulation of photosynthesis-related gene
will lead to significant reduction in plant growth. [66]
Auxin-induced protein 22D AUXX-IAA
0.003
4.627
Involved in stress defense response. Many AUXX-IAA genes were
found to be down-regulated in Sorghum bicolor under
drought conditions. [67]
CP12-1, putative
0.014
4.390
Involved in calvin cycle, therefore linked to photosynthesis. Most
drastic down-regulated genes which were photosynthesis-related was
observed in barley (Hordeum vulgare L.). [68]
PHS2 (ALPHA-GLUCAN
PHOSPHORYLASE 2). 0.014
4.375
Encodes a cytosolic alpha-glucan phosphorylase. APRR5 (PSEUDO-RESPONSE
REGULATOR 5), Pseudo ARR-B family
0.001
4.145
Linked to cytokinin-mediated regulation. Thiamine biosynthesis family protein
0.002
4.132
Catalyses the activation of small proteins, such as ubiquitin or
ubiquitin-like proteins. Zinc finger (C3HC4-type RING finger)
0.007
3.611
Mediate ubiquitin-conjugating enzyme (UBC-2)
dependent ubiquitation. [69]
WRKY40
0.033
3.104
Regulator of ABA signalling. 3.4. Identification of Differentially Expressed Genes [69]
WRKY40
0.033
3.104
Regulator of ABA signalling. It inhibits the expression of
ABA-responsive genes ABF4, AB14, AB15, DREB1A, MYB2 and RAB18. [70]
Down-Regulated Genes in TN
AGL83 (AGAMOUS-LIKE 83)
0.025
4.374
DNA-binding transcription factor. CRR23 (chlororespiratory reduction 23)
0.025
3.625
A subunit of the chloroplast NAD(P)H dehydrogenase complex,
involved in PS-I cyclic electron transport. Located on the thylakoid
membrane. Mutant has impaired NAD(P)H dehydrogenase activity. Part of dehydration repressing photosynthesis. [71]
MYB30 (MYB DOMAIN PROTEIN 30)
0.032
3.250
Acts as a positive regulator of hypersensitive cell death and salicylic
acid synthesis. Involved in the regulation of abscisic acid
(ABA) signalling. [72]
Photosystem II family protein, putative
0.029
3.158
Linked to photosynthesis. Down-regulation of photosynthesis-related
genes during dehydration stress was observed in maize (Zea mays),
which in turn leads to significant reduction in plant growth. [73]
Phosphoesterase
0.047
3.136
Hydrolase activity, acting on ester bonds. Zing-finger (C3HC4-type)
0.045
2.947
Mediate ubiquitin-conjugating enzyme (UBC-2)
dependent ubiquitation. [69]
NHX2 (Sodium proton exchanger 2)
0.040
2.742
Involved in antiporter activity. Also involved in potassium ion
homoeostasis and regulation of stomatal closure. Involved in the
accumulation of K+ that drives the rapid stomatal opening. Down-regulation of genes related to stomatal regulation has been
observed in soybean, which appears to be a part of dehydration
response, leading to a reduction in the amount of stomata in leaves. [74]
Inositol 1,3,4-trisphosphate 5/6-kinase
0.035
2.090
Part of IP3 signal transduction pathway. [75]
Table 5. Overlapping up- and downregulated genes. Gene Name
FDR
Fold Change
Gene Description
References
Up-Regulated Genes
Beta-fructofuranosidase
8.90 × 10−4
3.193
Catalyses the hydrolysis of sucrose. A rise in
monosaccharide content caused by the
Beta-fructofuranosidase can compensate for the
decline in photosynthetic carbon assimilation
indicated by the decrease in net photosynthesis. [46,47]
Down-Regulated Genes
MEE59 (maternal effect
embryo arrest 59)
8.94 × 10−4
8.580
Embryo development ending in seed dormancy. Calcineurin-like
phosphoesterase family
protein (CPPED1)
6.72 × 10−4
5.857
Plays inhibitory role in glucose uptake. Down-regulation of CPPED1 improves
glucose metabolism. [48]
Putative lysine-specific
demethylase JMJD5
Jumonji/Zinc-finger-class
domain containing protein
0.003
4.971
Plays role in a histone demethylation mechanism
that is conserved from yeast to human. Down-regulation may lead to an increase in
methylated histones and hence general
down-regulation of transcription. [49]
MYB-like transcription factor
0.024
4.103
Arabidopsis homolog is known to regulate
stomatal opening, flower development,
and plays role in circadian rhythm. [50] Table 5. Overlapping up- and downregulated genes. 3.4. Identification of Differentially Expressed Genes It inhibits the expression of
ABA-responsive genes ABF4, AB14, AB15, DREB1A, MYB2 and RAB18. [70]
Down-Regulated Genes in TN
AGL83 (AGAMOUS-LIKE 83)
0.025
4.374
DNA-binding transcription factor. CRR23 (chlororespiratory reduction 23)
0.025
3.625
A subunit of the chloroplast NAD(P)H dehydrogenase complex,
involved in PS-I cyclic electron transport. Located on the thylakoid
membrane. Mutant has impaired NAD(P)H dehydrogenase activity. Part of dehydration repressing photosynthesis. [71]
MYB30 (MYB DOMAIN PROTEIN 30)
0.032
3.250
Acts as a positive regulator of hypersensitive cell death and salicylic
acid synthesis. Involved in the regulation of abscisic acid
(ABA) signalling. [72]
Photosystem II family protein, putative
0.029
3.158
Linked to photosynthesis. Down-regulation of photosynthesis-related
genes during dehydration stress was observed in maize (Zea mays),
which in turn leads to significant reduction in plant growth. [73]
Phosphoesterase
0.047
3.136
Hydrolase activity, acting on ester bonds. Zing-finger (C3HC4-type)
0.045
2.947
Mediate ubiquitin-conjugating enzyme (UBC-2)
dependent ubiquitation. [69]
NHX2 (Sodium proton exchanger 2)
0.040
2.742
Involved in antiporter activity. Also involved in potassium ion
homoeostasis and regulation of stomatal closure. Involved in the
accumulation of K+ that drives the rapid stomatal opening. Down-regulation of genes related to stomatal regulation has been
observed in soybean, which appears to be a part of dehydration
response, leading to a reduction in the amount of stomata in leaves. [74]
Inositol 1,3,4-trisphosphate 5/6-kinase
0.035
2.090
Part of IP3 signal transduction pathway. [75] Table 4. Top downregulated genes in DipC and TN. Gene name
FDR
Fold Change
Gene Description
References
Down-Regulated Genes in DipC
Dihydroxyacetone kinase
0.003
6.489
Glycerone kinase activity. Phosphoglucomutase, putative/glucose
phosphomutase, putative
0.007
6.471
Involved in controlling photosynthetic carbon flow and plays essential
role starch synthesis. Down regulation of photosynthesis-related gene
will lead to significant reduction in plant growth. [66]
Auxin-induced protein 22D AUXX-IAA
0.003
4.627
Involved in stress defense response. Many AUXX-IAA genes were
found to be down-regulated in Sorghum bicolor under
drought conditions. [67]
CP12-1, putative
0.014
4.390
Involved in calvin cycle, therefore linked to photosynthesis. Most
drastic down-regulated genes which were photosynthesis-related was
observed in barley (Hordeum vulgare L.). [68]
PHS2 (ALPHA-GLUCAN
PHOSPHORYLASE 2). 0.014
4.375
Encodes a cytosolic alpha-glucan phosphorylase. APRR5 (PSEUDO-RESPONSE
REGULATOR 5), Pseudo ARR-B family
0.001
4.145
Linked to cytokinin-mediated regulation. Thiamine biosynthesis family protein
0.002
4.132
Catalyses the activation of small proteins, such as ubiquitin or
ubiquitin-like proteins. Zinc finger (C3HC4-type RING finger)
0.007
3.611
Mediate ubiquitin-conjugating enzyme (UBC-2)
dependent ubiquitation. 3.5. Confirmation of Candidate Dehydration-Associated Genes by Real-Time qRT-PCR
a small set of microarray observations. Hence, validation through qRT PCR was per
3 5 C
fi
ti
f C
did t D h d
ti
A
i t d G
b R
l Ti
RT PCR Four differentially expressed genes (PAL1, Beta-fructofuranosidase, COMT and UBC-2) were chosen
for further analysis, as they showed high levels of expression under water-limited treatment [46–53,57–60]
(Tables 4 and 5) and are dehydration-associated genes based on their functional annotations. Figure 3
shows the results of qPCR analysis. The transcript levels of Beta-fructofuranosidase, COMT, and UBC-2
confirmed the expression trends seen in the microarray data. PAL1 showed the expected increase
in DipC, and an increase in TN was observed, which was not observed in the microarray results. The reason for this is unclear. 3.5. Confirmation of Candidate Dehydration-Associated Genes by Real-Time qRT-PCR
Four differentially expressed genes (PAL1, Beta-fructofuranosidase, COMT and UBC-2) were
chosen for further analysis, as they showed high levels of expression under water-limited treatment
[46–53,57–60] (Tables 3 and 4) and are dehydration-associated genes based on their functional
annotations. Figure 3 shows the results of qPCR analysis. The transcript levels of Beta-
fructofuranosidase, COMT, and UBC-2 confirmed the expression trends seen in the microarray data. PAL1 showed the expected increase in DipC, and an increase in TN was observed, which was not
observed in the microarray results. The reason for this is unclear. Figure 3. Comparison of qPCR and microarray intensity values: Rows (A) and (B) respectively refer
to results for DipC and TN. The left- and right-hand pairs of columns correspond to the qPCR and
microarray values for DipC and TN, respectively. The gene under study is named at the top of each
panel. In order, the investigated genes are Beta-fructofuranosidase, COMT, UBC-2, and PAL1. qPCR
and Microarray values are shown as fold changes with respect to the water-sufficient treatment
(Irrigated). Error bars denote the standard error. Single and double asterisks indicate that p-value is
less than 0.05 and 0.01, respectively, which was assessed by the paired t-test between groups. Irrigated
and Drought refer to water-sufficient and water-limited treatments, respectively. 3 6 T
i ti
F
t
A
i t d
ith D h d
ti
St
Figure 3. Comparison of qPCR and microarray intensity values: Rows (A) and (B) respectively refer
to results for DipC and TN. The left- and right-hand pairs of columns correspond to the qPCR and
microarray values for DipC and TN, respectively. The gene under study is named at the top of each
panel. In order, the investigated genes are Beta-fructofuranosidase, COMT, UBC-2, and PAL1. 3.4. Identification of Differentially Expressed Genes Gene Name
FDR
Fold Change
Gene Description
References
Up-Regulated Genes
Beta-fructofuranosidase
8.90 × 10−4
3.193
Catalyses the hydrolysis of sucrose. A rise in
monosaccharide content caused by the
Beta-fructofuranosidase can compensate for the
decline in photosynthetic carbon assimilation
indicated by the decrease in net photosynthesis. [46,47]
Down-Regulated Genes
MEE59 (maternal effect
embryo arrest 59)
8.94 × 10−4
8.580
Embryo development ending in seed dormancy. Calcineurin-like
phosphoesterase family
protein (CPPED1)
6.72 × 10−4
5.857
Plays inhibitory role in glucose uptake. Down-regulation of CPPED1 improves
glucose metabolism. [48]
Putative lysine-specific
demethylase JMJD5
Jumonji/Zinc-finger-class
domain containing protein
0.003
4.971
Plays role in a histone demethylation mechanism
that is conserved from yeast to human. Down-regulation may lead to an increase in
methylated histones and hence general
down-regulation of transcription. [49]
MYB-like transcription factor
0.024
4.103
Arabidopsis homolog is known to regulate
stomatal opening, flower development,
and plays role in circadian rhythm. [50] 11 of 19 Genes 2017, 8, 121 11 of 19 Table 5. Cont. Table 5. Cont. Gene Name
FDR
Fold Change
Gene Description
References
Down-Regulated Genes
F-box family protein (FBL14)
0.001
3.744
Functions in signal transduction and regulation
of cell cycle. BRH1 (BRASSINOSTEROID-
RESPONSIVE RING-H2)
0.007
2.899
BRH1 is known to influence stomatal density. [51]
Bundle-sheath defective
protein 2 family/bsd2 family
0.003
2.441
Protein required for post-translational regulation
of Rubisco large subunit (rbcL). [52]
Mitochondrial substrate
carrier family protein. 0.030
2.435
Involved in energy transfer. FDR: false discovery rate. Genes 2017, 8, 121
11 of 19
and TN showed an emphasis on various metabolic processes related to cellular amino acids and their
derivatives, secondary metabolites and carbohydrates (Table S10). Hence, despite the genomic
hybridisation mask demonstrating that the pure hybridisation was very similar between the two
genotypes, there is a very different transcriptional response to dehydration stress by each genotype. Microarray data has a limited dynamic range, even when within species, so it is important to validate 3.6. Transcription Factors Associated with Dehydration Stress 3.6. Transcription Factors Associated with Dehydration Stress 3.6. Transcription Factors Associated with Dehydration Stress 3.6. Transcription Factors Associated with Dehydration Stress The DEGs genes from both genotypes identified various transcription-related factors (TFs). Common to both genotypes are the downregulation of BRH1, an MYB, MEE59, and JMJD5. The latter
is a histone demethylase, so could suggest changes at the epigenetic level of gene expression. Its downregulation could result in the indirect repression of multiple genes. On top of the common
genes, DipC shows the upregulation of two TFs (WRKY51 and a bHLH TF) and the downregulation
of four others (ATAUX2-11, WRKY40, a C2H2 Zn-finger, and three probe-sets for GIGANTEA). TN,
on the other hand, shows the upregulation of genes for CONSTANS1-like, S1FA DNA-binding,
and a double-strand RNA-binding protein (which can aid microRNA-mediated RNA degradation). The downregulated TFs in TN are MYB60 and a second MEE59. Co-expression networks were individually built for DipC and TN (see Tables S11 and S12), and the
dehydration-specific network of each were merged. This resulted in more TFs being included, which
are features of recovery treatment. By looking at the number of links that each node has in the
genotype-specific and merged networks, it is possible to rank the potential importance of the different
TFs (see Table 6). The DipC TFs had a higher number of links than TN. In the case of DipC, WRKY40
stands out as being the TF with the most co-expressed genes, with ATAUX2-11, PRR7, and a Zinc-finger
protein (GmaAffx.33796.3.S1_at) also looking relevant. For TN, however, the TFs are not ranked so
highly, with CONSTANS-like 1 and MYB60 showing the greatest involvement. For this genotype,
the differentially expressed TFs in common with DipC seem almost as important. Table 6. Vertex degrees of differentially expressed transcription factors. 3.6. Transcription Factors Associated with Dehydration Stress DipC
TN
Probe-Set
Name
V◦Whole
V◦Drought
Probe-Set
Name
V◦Whole
V◦Drought
Gma.16733.1.S1_at
WRKY40
68
17
GmaAffx.45249.1.S1_at
CONSTANS-like 1
16
3
Gma.6670.1.S1_at
PRR7
49
7
GmaAffx.84566.2.S1_at
MYB60
8
3
GmaAffx.33796.3.S1_at
Zinc-finger
like C2H2
45
7
GmaAffx.86517.1.S1_at
AGL83
6
1
GmaAffx.92679.1.S1_s_at
ATAUX2-11
41
9
Gma.1576.1.S1_at
Zinc-finger C3HC4
5
1
GmaAffx.35309.1.S1_s_at
GRF2
35
6
GmaAffx.65059.1.S1_at
bHLH
32
7
GmaAffx.90399.1.S1_at
C3HC4
Zinc-finger
31
9
Gma.15774.1.S1_at
Zinc-finger
C3HC4
26
3
GmaAffx.53180.1.S1_at
PRR7
25
9
GmaAffx.80492.1.S1_at
PRR5
9
2
GmaAffx.73009.2.S1_at
WRKY51
7
5
Common TFs
GmaAffx.60283.1.S1_at
BRH1
42
6
GmaAffx.9286.1.S1_s_at
MYB
27
4
Gma.17248.1.A1_at
JMJD5
26
3
GmaAffx.10162.1.S1_at
MEE59
13
3
V◦refers to the number of links of each transcription factor (TF) node, in either the whole genotype-specific network,
or merged dehydration-specific network. Table 6. Vertex degrees of differentially expressed transcription factors. V◦refers to the number of links of each transcription factor (TF) node, in either the whole genotype-specific network,
or merged dehydration-specific network. 3.5. Confirmation of Candidate Dehydration-Associated Genes by Real-Time qRT-PCR
a small set of microarray observations. Hence, validation through qRT PCR was per
3 5 C
fi
ti
f C
did t D h d
ti
A
i t d G
b R
l Ti
RT PCR qPCR and
Microarray values are shown as fold changes with respect to the water-sufficient treatment (Irrigated). Error bars denote the standard error. Single and double asterisks indicate that p-value is less than 0.05
and 0.01, respectively, which was assessed by the paired t-test between groups. Irrigated and Drought
refer to water-sufficient and water-limited treatments, respectively. Figure 3. Comparison of qPCR and microarray intensity values: Rows (A) and (B) respectively refer
to results for DipC and TN. The left- and right-hand pairs of columns correspond to the qPCR and
microarray values for DipC and TN, respectively. The gene under study is named at the top of each
panel. In order, the investigated genes are Beta-fructofuranosidase, COMT, UBC-2, and PAL1. qPCR
and Microarray values are shown as fold changes with respect to the water-sufficient treatment
(Irrigated). Error bars denote the standard error. Single and double asterisks indicate that p-value is
less than 0.05 and 0.01, respectively, which was assessed by the paired t-test between groups. Irrigated
and Drought refer to water-sufficient and water-limited treatments, respectively. Figure 3. Comparison of qPCR and microarray intensity values: Rows (A) and (B) respectively refer
to results for DipC and TN. The left- and right-hand pairs of columns correspond to the qPCR and
microarray values for DipC and TN, respectively. The gene under study is named at the top of each
panel. In order, the investigated genes are Beta-fructofuranosidase, COMT, UBC-2, and PAL1. qPCR and
Microarray values are shown as fold changes with respect to the water-sufficient treatment (Irrigated). Error bars denote the standard error. Single and double asterisks indicate that p-value is less than 0.05
and 0.01, respectively, which was assessed by the paired t-test between groups. Irrigated and Drought
refer to water-sufficient and water-limited treatments, respectively. 12 of 19 Genes 2017, 8, 121 12 of 19 4. Discussion Landraces are a potentially valuable resource for finding genes conferring useful agricultural and
processing traits. Bambara groundnut is an underutilised African legume whose landraces are adapted,
in many cases, to arid conditions. We have developed single genotypes derived from landraces for
analysis. There have been several dehydration studies carried out on bambara groundnut, but the
molecular mechanisms of how the crop responds and adapts to dehydration stress are still under
investigation. This study has carried out transcriptomic comparisons in two genotypes of bambara
groundnut, DipC and TN, in an attempt to identify potential genes conferring advantageous traits for
crop growth and yields in marginal environments. Cross-species hybridisation to the soybean microarray has been shown to be informative for
investigating the bambara groundnut transcriptome, as good gene (probe-set) retention was observed
at high gDNA hybridisation thresholds. In support of the results, Bonthala et al. [44], reported a high 13 of 19 13 of 19 Genes 2017, 8, 121 correlation between cross-species microarray data and RNA-sequencing approaches for detecting
differentially expressed genes under a cold temperature stress experiment in bambara groundnut. Probe-sets retained by the mask after genomic hybridisation are almost identical (>99%), suggesting
that, at this level of resolution, the two genotypes are highly similar at the sequence level. Four known
dehydration-associated genes, seen to be differentially expressed in these data, were subjected to qPCR,
and supported the notion that the observed trends in the microarray data are valid. The 26,496 probe sets common between the two genotypes, under irrigated conditions,
(with a RMA cut-off of 0.97), include some sixty dehydration- and ABA-related genes. The latter
include genes for producing osmoprotectants. They might provide two components of the dehydration
avoidance capability of these genotypes, by retaining normal cell functioning when water access
becomes limited. Clearly, if the plant has already activated part of the dehydration response,
it could have multiple effects. The presence of osmoprotectants might draw in even more water
than otherwise might be the case, and there will be a greater proportion of biomass devoted to root
growth, resulting in even deeper roots that are better able to survive dehydration later on. Bambara
groundnut is known to allocate a greater fraction of its dry weight to the roots than to the shoots,
irrespective of the soil moisture status [27]. 4. Discussion This strategy may have clear advantages when water
subsequently becomes limited, suggesting an adaptation to harsh environments and a decision to
prioritise survival. In addition, as bambara groundnut is grown in harsh environments and has
not undergone intensive breeding for the yield and above ground biomass, this suggests that it still
allocates more effort to developing root architecture to handle dehydration when it happens. Moreover,
Nayamudeza [27] also stated that the fraction of total dry weight allocated to the roots in bambara
groundnut is greater than that allocated to the groundnut. In addition, a relatively higher expression of
dehydration-associated genes in both genotypes under water-sufficient treatment including ABI1 (ABA
Insensitive 1), ABF1 (ABRE binding factor 1), ERD4 (Early responsive to dehydration 4), and RD19
(Response to dehydration 19), compared to other species such as Soybean [76] (see Figure S5), suggest
that bambara groundnut could at least be in a partially ready state for dehydration, even in the absence
of dehydration stress. However, further research is needed to validate this hypothesis. Given that 59,782 and 59,835 probe-sets were used to evaluate the transcriptome changes after
probe-masking in DipC and TN, respectively, there were only very small numbers of genes significantly
differentially expressed (189 in DipC and 81 in TN) under water-limited treatment. It could be
speculated that the slow and progressive dehydration stress might not cause significant shock to
the plants. The upregulated genes in both genotypes were subdivided into ~75% dehydration responsive
(with expression levels returning to normal after recovery) and ~25% dehydration perturbed (where
the expression levels remained altered). In the case of downregulated genes, 80–85% of the expression
levels returned to being comparable with the non-stressed state. The dehydration-perturbed expression
levels might be caused by changes at the chromatin level, through DNA methylation or histone
modification, and it is therefore interesting to note that a protein-lysine demethylase is repressed
by dehydration. The above observations show that the two genotypes appear to be very similar in terms of their
genotype (validating the comparability of the transcriptome data compared using the microarray),
while exhibiting differences in their general transcriptional behaviour in water-sufficient conditions
and in response to dehydration stress. However, when the sets of differentially expressed genes are
compared, there is almost no overlap. 4. Discussion They have been coloured according to their
activity in relation to the dehydration response: red (transcription), orange (cell wall), yellow (lignin
synthesis), green (photosynthesis), blue (transporters), indigo (hormone signalling), pink
(osmoprotection), black (oxidative stress), and grey (others). Node borders have been coloured red
and blue to denote up- and downregulation under stress. Nodes have been arranged in seven
horizontal bands with probe-sets in common in the middle flanked by TFs and hormone-signalling
genes, other genes that play various roles in response to dehydration, and others. Nodes have been
linked by the criteria of the co-expression analysis. Figure 4. Comparison of genotype co-expression networks. Cytoscape has been used to layout
the merged dehydration-responsive network of co-expressed probe-sets. Node shapes are triangles,
diamond circles, and squares, respectively, for the differential expression of the probe-sets of TN,
DipC, both (i.e., common), and both but affecting stomata. They have been coloured according to
their activity in relation to the dehydration response: red (transcription), orange (cell wall), yellow
(lignin synthesis), green (photosynthesis), blue (transporters), indigo (hormone signalling), pink
(osmoprotection), black (oxidative stress), and grey (others). Node borders have been coloured red and
blue to denote up- and downregulation under stress. Nodes have been arranged in seven horizontal
bands with probe-sets in common in the middle flanked by TFs and hormone-signalling genes, other
genes that play various roles in response to dehydration, and others. Nodes have been linked by the
criteria of the co-expression analysis. Several transcription factors that seem likely to play a role in the bambara groundnut
dehydration response and which are common to both genotypes are BRH1 and an MYB transcription
factor, which are known to affect the stomata in Arabidopsis thaliana [50], and JMJD5. DipC shows a
more significant response, with changes to WRKY40, and is of particular interest. It is a well-known
member of plant dehydration-response networks [67] and is the most highly linked TF node in the
co-expression networks. For DipC, the network also reveals the importance of PRR7, a core circadian
clock component known to play a complex role in abiotic stresses [77]. It is somewhat surprising that
TN does not show a >2-fold change in the expression of WRKY40, but it may have roles for
CONSTANS-like 1 (another clock-related gene associated with flowering in rice that may be
associated with abiotic stress in bambara groundnut [78]) and MYB60, which affect stomatal closure
in A. 4. Discussion Out of 189 and 91 genes differentially expressed in DipC and
TN, respectively, only nine were common between the two genotypes, suggesting that some of the
mechanisms for adaption to dehydration are substantially different in the two genotypes. Of these,
Beta-fructofuranosidase contributes to osmoprotection [46,47], an MYB gene is associated with the
stomatal opening in Arabidopsis thaliana [50], BRH1 affects the stomatal density [51], and bsd2 affects
photosynthesis in maize [52], while JMJD5 plays an epigenetic role [49], as mentioned above. Figure 4
illustrates how two genotypes with very similar genomes may have adapted to achieve dehydration 14 of 19 Genes 2017, 8, 121 response traits (transcriptional and hormone signalling to affect cell-wall modification, lignin synthesis,
photosynthesis, transporters, hormone signalling, osmoprotection, oxidative stress) through largely
different sets of effector genes. Genes 2017, 8, 121
14 of 19 Figure 4. Comparison of genotype co-expression networks. Cytoscape has been used to layout the
merged dehydration-responsive network of co-expressed probe-sets. Node shapes are triangles,
diamond circles, and squares, respectively, for the differential expression of the probe-sets of TN,
DipC, both (i.e., common), and both but affecting stomata. They have been coloured according to their
activity in relation to the dehydration response: red (transcription), orange (cell wall), yellow (lignin
synthesis), green (photosynthesis), blue (transporters), indigo (hormone signalling), pink
(osmoprotection), black (oxidative stress), and grey (others). Node borders have been coloured red
and blue to denote up- and downregulation under stress. Nodes have been arranged in seven
horizontal bands with probe-sets in common in the middle flanked by TFs and hormone-signalling
genes, other genes that play various roles in response to dehydration, and others. Nodes have been
linked by the criteria of the co-expression analysis. Figure 4. Comparison of genotype co-expression networks. Cytoscape has been used to layout
the merged dehydration-responsive network of co-expressed probe-sets. Node shapes are triangles,
diamond circles, and squares, respectively, for the differential expression of the probe-sets of TN,
DipC, both (i.e., common), and both but affecting stomata. They have been coloured according to
their activity in relation to the dehydration response: red (transcription), orange (cell wall), yellow
(lignin synthesis), green (photosynthesis), blue (transporters), indigo (hormone signalling), pink
(osmoprotection), black (oxidative stress), and grey (others). Node borders have been coloured red and
blue to denote up- and downregulation under stress. 4. Discussion Nodes have been arranged in seven horizontal
bands with probe-sets in common in the middle flanked by TFs and hormone-signalling genes, other
genes that play various roles in response to dehydration, and others. Nodes have been linked by the
criteria of the co-expression analysis. Figure 4. Comparison of genotype co-expression networks. Cytoscape has been used to layout the
merged dehydration-responsive network of co-expressed probe-sets. Node shapes are triangles,
diamond circles, and squares, respectively, for the differential expression of the probe-sets of TN,
DipC, both (i.e., common), and both but affecting stomata. They have been coloured according to their
activity in relation to the dehydration response: red (transcription), orange (cell wall), yellow (lignin
synthesis), green (photosynthesis), blue (transporters), indigo (hormone signalling), pink
(osmoprotection), black (oxidative stress), and grey (others). Node borders have been coloured red
and blue to denote up- and downregulation under stress. Nodes have been arranged in seven
horizontal bands with probe-sets in common in the middle flanked by TFs and hormone-signalling
genes, other genes that play various roles in response to dehydration, and others. Nodes have been
linked by the criteria of the co-expression analysis. Figure 4. Comparison of genotype co-expression networks. Cytoscape has been used to layout
the merged dehydration-responsive network of co-expressed probe-sets. Node shapes are triangles,
diamond circles, and squares, respectively, for the differential expression of the probe-sets of TN,
DipC, both (i.e., common), and both but affecting stomata. They have been coloured according to
their activity in relation to the dehydration response: red (transcription), orange (cell wall), yellow
(lignin synthesis), green (photosynthesis), blue (transporters), indigo (hormone signalling), pink
(osmoprotection), black (oxidative stress), and grey (others). Node borders have been coloured red and
blue to denote up- and downregulation under stress. Nodes have been arranged in seven horizontal
bands with probe-sets in common in the middle flanked by TFs and hormone-signalling genes, other
genes that play various roles in response to dehydration, and others. Nodes have been linked by the
criteria of the co-expression analysis. Figure 4. Comparison of genotype co-expression networks. Cytoscape has been used to layout the
merged dehydration-responsive network of co-expressed probe-sets. Node shapes are triangles,
diamond circles, and squares, respectively, for the differential expression of the probe-sets of TN,
DipC, both (i.e., common), and both but affecting stomata. 5. Conclusions Understanding the mechanisms underlying the ability of crops to produce viable yields
under drought conditions is a priority for global food security. This study has examined the
transcriptomic reponse to dehydration and recovery in two genotypes derived from landraces
of bambara groundnut, in an attempt to investigate the molecular mechanisms occurring in the
two landraces. In addition, this study also tested whether the cross-species hybridisation to the soybean
microarray is suitable for investigating the bambara groundnut transcriptome. It was shown that
many potential dehydration-responsive genes are expressed, even under water-sufficient conditions,
in both landraces, suggesting that bambara groundnut could at least be in a partially ready state for
dehydration, even in the absence of dehydration stress. In terms of differential expression, there were
only a very small number of genes differentially expressed under water-limited treatment in both
landraces, suggesting that the slow and progressive dehydration stress might not cause a significant
shock to the plants. Although the transcription factors and dehydration-response genes were largely
different between the two landraces, they may achieve the same effect in terms of survival under
drought conditions. The DipC genotype displayed the differential expression of some well-known
dehydration-associated transcriptions factors (especially WRKY40), while TN showed the differential
expression of CONSTANS-LIKE 1 and MYB60. Cross-species hybridisation to the soybean microarray
has been shown to be informative for investigating the bambara groundnut transcriptome, as good
gene retention was observed at high gDNA hybridisation thresholds. Supplementary Materials: The following are available online at www.mdpi.com/2073-4425/8/4/121/s1. Figure S1: Treatment Regimes, Figure S2: Genotype specific 3D PCA scatter plots, Figure S3: Ranked mean
intensities of water-sufficient genotype samples, Figure S4: Categories of system response in gene expression,
Figure S5: Comparison between bambara groundnut and soybean for expression levels for dehydration-associated
genes under water-sufficient conditions. Table S1: Dehydration-associated genes expressed under water-sufficient
condition in DipC, Table S2: Dehydration-associated genes expressed under water-sufficient condition in TN,
Table S3: Dehydration-associated genes expressed under water-sufficient condition in both DipC and TN, Table S4:
Comparison of water-sufficient conditions transcriptomes of DipC and TN, Table S5: Upregulated DipC genes
as a result of water-limited treatment (p-value <= 0.05, Abs. F.C > 2), Table S6: Downregulated DipC genes
as a result of water-limited treatment (p-value <= 0.05, Abs. F.C > 2), Table S7: Upregulated TN genes as a
result of water-limited treatment (p-value <= 0.05, Abs. 4. Discussion thaliana [79], and AGL-83, a MADS-Box protein with an uncertain role. Several transcription factors that seem likely to play a role in the bambara groundnut dehydration
response and which are common to both genotypes are BRH1 and an MYB transcription factor, which
are known to affect the stomata in Arabidopsis thaliana [50], and JMJD5. DipC shows a more significant
response, with changes to WRKY40, and is of particular interest. It is a well-known member of
plant dehydration-response networks [67] and is the most highly linked TF node in the co-expression
networks. For DipC, the network also reveals the importance of PRR7, a core circadian clock component
known to play a complex role in abiotic stresses [77]. It is somewhat surprising that TN does not
show a >2-fold change in the expression of WRKY40, but it may have roles for CONSTANS-like 1
(another clock-related gene associated with flowering in rice that may be associated with abiotic stress
in bambara groundnut [78]) and MYB60, which affect stomatal closure in A. thaliana [79], and AGL-83,
a MADS-Box protein with an uncertain role. Genes 2017, 8, 121 15 of 19 15 of 19 5. Conclusions F.C > 2), Table S8: Downregulated TN genes as a
result of water-limited treatment (p-value <= 0.05, Abs. F.C > 2), Table S9: List of differentially expressed genes
(water-limited versus water-sufficient) common to DipC and TN when sample D.DipC.rep2 is excluded from the
analysis, Table S10: GO-term overrepresentation of all the gene-sets in Soybean GeneChip array to compare DipC,
TN, and Soybean datasets, Table S11: DipC Co-expression network, Table S12: TN Co-expression network. Acknowledgments: Faraz Khan thank Kevin Ryan and Jiang Lu for their guidance and comments on the
manuscript. Faraz Khan thank Crops for the Future (CFF) and the University of Nottingham for providing
funding for the research. Faraz Khan thank the NASC arabidopsis centre for Microarray hybridisation and
Presidor Kendabie for the help in the dehydration experiment. Charlie Hodgman thanks the support from the
European Research Council Advanced Grant funding (FUTUREROOTS 294729). Author Contributions: F.K. analysed the microarray data, created custom CDF files, performed qPCR experiments,
constructed and analysed the co-expression network, interpreted the results, and drafted the manuscript. C.H. created the merged dehydration-responsive network, co-analysed the co-expression network, interpreted the
results, and critically reviewed the manuscript. H.H.C. performed the dehydration experiment and RNA extraction. S.M. and C.L. conceived the project and critically reviewed the manuscript. I.A. helped with the network and
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ubiquitin-conjugating enzyme (E2)-dependent ubiquitination. Proc. Natl. Acad. Sci. USA 1999, 96,
11364–11369. [CrossRef] [PubMed] 70. Lindemose, S.; Shea, C.; Jensen, K.M.; Skriver, K. Structure, function and networks of transcription factors
involved in abiotic stress responses. Int. J. Mol. Sci. 2013, 14, 5842–5878. [CrossRef] [PubMed] 71. Peng, L.; Yamamoto, H.; Shikanai, T. Structure and biogenesis of the chloroplast NAD(P)H dehydrogenase
complex. BBA Bioenerg. 2011, 1807, 945–953. [CrossRef] [PubMed] 72. Liu, L.; Zhang, J.; Adrian, J.; Gissot, L.; Coupland, G.; Yu, D.; Turck, F. Elevated levels of MYB30 in the
phloem accelerate flowering in arabidopsis through the regulation of flowering locus t. PLoS ONE 2014, 9,
e89799. [CrossRef] [PubMed] 73. Marshall, A.; Aalen, R.B.; Audenaert, D.; Beeckman, T.; Broadley, M.R.; Butenko, M.A.; Cano-Delgado, A.I.;
de Vries, S.; Dresselhaus, T.; Felix, G.; et al. Tackling drought stress: Receptor-like kinases present new
approaches. Plant Cell 2012, 24, 2262–2278. [CrossRef] [PubMed] 74. Tripathi, P.; Rabara, R.C.; Reese, R.N.; Miller, M.A.; Rohila, J.S.; Subramanian, S.; Shen, Q.J.; Morandi, D.;
Bucking, H.; Shulaev, V.; et al. A toolbox of genes, proteins, metabolites and promoters for improving drought
tolerance in soybean includes the metabolite coumestrol and stomatal development genes. BMC Genomics
2016, 17, 102. [CrossRef] [PubMed] 75. Xia, H.J.; Guang, Y. Inositol 1,4,5-trisphosphate 3-kinases: Functions and regulations. Cell Res 2005, 15, 83–91. [CrossRef] [PubMed] 76. Le, D.T.; Nishiyama, R.; Watanabe, Y.; Tanaka, M.; Seki, M.; Ham le, H.; Yamaguchi-Shinozaki, K.;
Shinozaki, K.; Tran, L.S. Differential gene expression in soybean leaf tissues at late developmental stages
under drought stress revealed by genome-wide transcriptome analysis. PLoS ONE 2012, 7, e49522. [CrossRef]
[PubMed] Grundy, J.; Stoker, C.; Carré, I.A. Circadian regulation of abiotic stress tolerance in plants. Front. Plant Sci
2015, 6, 648. [CrossRef] [PubMed] 78. Liu, J.; Shen, J.; Xu, Y.; Li, X.; Xiao, J.; Xiong, L. References Ghd2, a constans-like gene, confers drought sensitivity
through regulation of senescence in rice. J. Exp. Bot. 2016, 67, 5785–5798. [CrossRef] [PubMed] 79. Oh, J.E.; Kwon, Y.; Kim, J.H.; Noh, H.; Hong, S.-W.; Lee, H. A dual role for myb60 in stomatal regulation
and root growth of Arabidopsis thaliana under drought stress. Plant Mol. Biol. 2011, 77, 91–103. [CrossRef]
[PubMed] © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access
article distributed under the terms and conditions of the Creative Commons Attribution
(CC BY) license (http://creativecommons.org/licenses/by/4.0/).
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Effect of limestone powder on strength and permeability of cementitious mortars
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Effect of limestone powder on strength and
permeability of cementitious mortars
Wei-Ting Lin1,*, An Cheng1, and Robert Černý2
1National Ilan University,,Department of Civil Engineering, Shennong Rd., I-Lan 260, Taiwan
2Czech Technical University in Prague, Faculty of Civil Engineering, Department of Materials
Engineering and Chemistry, Thákurova 7, 166 29 Prague 6, Czech Republic Wei-Ting Lin1,*, An Cheng1, and Robert Černý2 Abstract. This study investigated the mechanical properties and durability
of mortar specimens containing various quantities of waste limestone
powder (0%, 10%, 20%, and 30% of the weight of cement). The
mechanical properties were evaluated in terms of flowability, compressive
strength, and splitting tensile strength. Permeability was evaluated in terms
of resistivity, absorption, and rapid chloride penetration (total charge-
passed). Test results revealed that replacing 10% of the cement with
limestone powder improves both mechanical performance and durability. However, reducing the cement content reduced the availability of
hydration products to fill the pores in the microstructure. The hydration
product of limestone powder was mainly calcium hydroxide, which
undermines the development of strength in the paste. Nonetheless, our
results indicate that waste limestone powder is suitable for the partial
replacement of cement. 1 Introduction The processing of stone by cutting, carving, and grinding produces stone waste in the
form of sludge with a composition similar to that of the original stone [1, 2]. This waste
material has a potentially considerable economic value [3, 4]. The stone-processing
industry in Taiwan is centred in the city of Hualien, where it generates an annual economic
output of nearly 40 billion yuan. Despite this enormous output, the efficiency of resource
utilisation is somewhat limited [5, 6]. It seems worth investigating whether stone sludge could serve as a raw material in
cement products, lightweight building materials, and fibreboard. At present, most stone
waste goes into the fabrication of permeable bricks and bituminous mixtures [11-13]. Note
that the use of limestone powder in cementitious materials, such as fly ash and granulated
blast furnace slag, is being phased out in Taiwan. New uses must be found for this valuable
resource. In this study, we examined the feasibility of using waste limestone powder as a
replacement for cement in concrete. © The Authors, published by EDP Sciences. This is an open access article distributed under the terms of the Creative Commons
Attribution License 4.0 (http://creativecommons.org/licenses/by/4.0/). * Corresponding author: wtlin@niu.edu.tw MATEC Web of Conferences 322, 01009 (2020)
MATBUD’2020 MATEC Web of Conferences 322, 01009 (2020)
MATBUD’2020 https://doi.org/10.1051/matecconf/202032201009 * Corresponding author: wtlin@niu.edu.tw https://doi.org/10.1051/matecconf/202032201009 MATEC Web of Conferences 322, 01009 (2020)
MATBUD’2020 2 Materials and test procedures The chemical composition of the waste limestone powder used in this study (An Jung
Mineral Chemical Corporation) is summarised in Table 1. The white-grey limestone
powder had a specific gravity of 2.70 and the main constituent was calcium oxide. Table 1. Chemical composition of waste limestone powder. Table 1. Chemical composition of waste limestone powder. Item
Cinc./%
Sigma/%
RSD/%
LLD/%
Net area
Backgr. Chi
Ca
99.43
0.100
0.1
0.02
917,292
2,961
5.16
Mn
0.099
0.003
2.5
0.003
2,796
1,051
1.39
Fe
0.345
0.003
1.0
0.003
12,401
1,053
0.81
Sr
0.129
0.001
1.0
0.002
15,182
4,752
1.16 In accordance with ASTM C150 standards, the cement used in this study was type I
Portland cement with a specific gravity of 3.15. The properties of the fine aggregate were
specific gravity (2.65), water absorption (1.93%), and fineness modulus (2.25). The mix
designs used for the mortar specimens are listed in Table 2. Limestone powder was used as
a partial replacement for cement (0%, 10%, 20%, and 30%) with a water/binder ratio (W/B)
of 0.40 and flowability controlled at 115%. Table 2. Mix designs of mortar specimens (kg/m3). Mix no. W/B
Water
Cement
Limestone powders
Fine aggregates
OPC
0.40
210
525.0
0
1,684
LP10
210
472.5
52.5
1,684
LP20
210
420.0
105.0
1,684
LP30
210
367.5
157.5
1,684 Table 2. Mix designs of mortar specimens (kg/m3). OPC denotes ordinary Portland cement and LP refers to limestone with a number to
indicate the percentage replacement. Table 3 lists test methods, dimensions of the test
specimens, and testing standards. Table 3. Test parameters. Test methods
Specimen dimensions
(mm)
Standard
Testing
period (days)
Compressive strength
test
50x50x50
ASTM C109
3, 7, 28, 56
Splitting tensile
strength test
φ100x200
ASTM C496
3, 7, 28, 56
Resistivity test
φ100x200
ASTM
WK37880
3, 7, 28, 56
Water absorption test
φ100x200
ASTM C642
3, 7, 28, 56
Rapid chloride
penetration test
φ100x50
ASTM C1202
56 2 https://doi.org/10.1051/matecconf/202032201009 MATEC Web of Conferences 322, 01009 (2020)
MATBUD’2020 3 Results and discussion The results of compressive strength for all mixes are shown in Fig. 1. The addition of
limestone powder was shown to increase the strength of all samples, regardless of the
curing duration. At 3 and 7 days, the LP10 specimens presented the highest strength (34.21
MPa) followed by LP20 (31.55 MPa). At 28 and 56 days, the compressive strength of the
experiment specimens still exceeded that of the control specimens: LP10 (+51%) and LP20
(+42.62%). It seems that the inclusion of limestone powder in cement-based composites
can increase compressive strength; however, the magnitude of the improvements drops at
replacement values exceeding 10%. Fig. 1. Compressive strength development curves versus limestone content. The results of splitting tensile strength are illustrated in Fig. 2. At 3 days, the addition of
limestone powder was shown to increase the splitting tensile strength, compared to OPC
specimens. At 28 days, the splitting strength of the samples was as follows: OPC (4.30
MPa), LP10 (4.32 MPa), LP20 (4.21 MPa), and LP30 (4.12 MPa). At 56 days, the splitting
strength of the LP specimens still exceeded that of the OPC specimen; however, the
magnitude of the improvements dropped at replacement values exceeding 10%. The
gradual decrease in the amount of cement may result in a lack of aluminate (such as C3A)
and hydrated limestone powder [4]. Fig. 1. Compressive strength development curves versus limestone content. The results of splitting tensile strength are illustrated in Fig. 2. At 3 days, the addition of
limestone powder was shown to increase the splitting tensile strength, compared to OPC
specimens. At 28 days, the splitting strength of the samples was as follows: OPC (4.30
MPa), LP10 (4.32 MPa), LP20 (4.21 MPa), and LP30 (4.12 MPa). At 56 days, the splitting
strength of the LP specimens still exceeded that of the OPC specimen; however, the
magnitude of the improvements dropped at replacement values exceeding 10%. The
gradual decrease in the amount of cement may result in a lack of aluminate (such as C3A)
and hydrated limestone powder [4]. The results of splitting tensile strength are illustrated in Fig. 2. At 3 days, the addition of
limestone powder was shown to increase the splitting tensile strength, compared to OPC
specimens. At 28 days, the splitting strength of the samples was as follows: OPC (4.30
MPa), LP10 (4.32 MPa), LP20 (4.21 MPa), and LP30 (4.12 MPa). 3 Results and discussion At 56 days, the splitting
strength of the LP specimens still exceeded that of the OPC specimen; however, the
magnitude of the improvements dropped at replacement values exceeding 10%. The
gradual decrease in the amount of cement may result in a lack of aluminate (such as C3A)
and hydrated limestone powder [4]. 3 3 https://doi.org/10.1051/matecconf/202032201009 MATEC Web of Conferences 322, 01009 (2020)
MATBUD’2020 Fig. 2. Splitting tensile strength development curves versus limestone content. Fig. 2. Splitting tensile strength development curves versus limestone content. The Wenner four-electrode resistance index is used to evaluate the quality of cement-
based materials in terms of permeability. Essentially, this index measures the resistivity of
specimens saturated with water as an indication of microstructure development, wherein
higher resistivity values indicate a denser internal microstructure. The resistivity results are illustrated in Fig. 3. The resistivity of the LP specimens was
significantly lower than that of the control specimens (i.e., OPC). Furthermore, the time-
dependent increase in microstructure density was more pronounced in the OPC specimens,
as indicated by a growing discrepancy in the resistivity values of specimens with or without
limestone powder. At 56 days, the resistivity of the LP30 specimen was 43% below that of
the OPC specimens. Clearly, the addition of limestone powder hindered the formation of
the internal microstructure. This can presumably be attributed to reactions between the
hydration products of limestone and cement resulting in greater porosity and a looser
microstructure. Fig. 3. Resistivity development curves versus limestone content. Saturated water absorption tests are used as an index of permeability indicating the
overall quality of cement-based materials, wherein water absorption is proportional to the
number of pores. Materials with fewer pores possess a denser internal microstructure Fig. 3. Resistivity development curves versus limestone content. Saturated water absorption tests are used as an index of permeability indicating the
overall quality of cement-based materials, wherein water absorption is proportional to the
number of pores. Materials with fewer pores possess a denser internal microstructure Saturated water absorption tests are used as an index of permeability indicating the
overall quality of cement-based materials, wherein water absorption is proportional to the
number of pores. Materials with fewer pores possess a denser internal microstructure 4 4 MATEC Web of Conferences 322, 01009 (2020)
MATBUD’2020 https://doi.org/10.1051/matecconf/202032201009 capable of resisting the penetration of harmful substances which might otherwise damage
the material over time. 4 Conclusions Our conclusions are as follows: 1. The LP10 specimens presented the highest compressive strength and splitting tensile
strength, closely followed by LP20. 1. The LP10 specimens presented the highest compressive strength and splitting tensile
strength, closely followed by LP20. 2. The inclusion of limestone powder as a replacement for cement had a negative effect
on permeability and durability in a dose-dependent manner. In rapid chloride
penetration tests, the total charge passed through LP30 specimens was 2.47 times
higher than that of LP10. These results are consistent with those pertaining to
resistivity and absorption. 3. Replacing more than 10% of the cement with limestone powder was shown to hinder
the formation of hydration products required to fill the capillary pores and gel pores,
resulting in a microstructure of lower density. 3. Replacing more than 10% of the cement with limestone powder was shown to hinder
the formation of hydration products required to fill the capillary pores and gel pores,
resulting in a microstructure of lower density. 4. In terms of mechanical properties and permeability, it appears that up to 10% of the
cement could be replaced with limestone powder without adverse effects. 4. In terms of mechanical properties and permeability, it appears that up to 10% of the
cement could be replaced with limestone powder without adverse effects. Acknowledgements: This work has been financed by Polish National Agency for Academic Exchange
under the International Academic Partnership Programme within the framework of the grant: E-
mobility and sustainable materials and technologies EMMAT. This work also has been supported by
the Ministry of Science and Technology (MOST-108-2221-E-197-006) in Taiwan and the Grant
Agency of the Czech Technical University in Prague, Project No. SGS19/143/OHK1/3T/11. 3 Results and discussion The results of water absorption tests are illustrated in Fig. 4. At 3 and 7 days, LP
samples absorbed less water than the control specimens did. This can be attributed to
limestone powder reacting more quickly than the cement in the formation of hydration
products to fill in pores. Over time, the benefits of the limestone powder in terms of
reducing porosity diminished. In later stages, only the LP10 sample outperformed the OPC
in terms of water absorption: 28 days (+3%) and 56 days (+2%). Clearly, adding more than
10% limestone powder would be of no benefit in reducing the porosity of composites. Fig. 4. Water absorption development curves versus limestone content. Fig. 4. Water absorption development curves versus limestone content. The rapid chloride penetration test (RCPT) measures the resistance of composite
specimens to chloride ion penetration as an indicator of durability. Table 4 lists the total
charge-passed (cumulative coulombs) and total current at 56 days. Under a test duration of
6 hours, the LP10 specimens presented the lowest total charge-passed (2,272 coulombs),
followed by LP20 (5,216 coulombs), and LP30 (5,623 coulombs). It appears that the
inclusion of more than 10% limestone powder increased the number of fine pores during
hydration with a corresponding increase in chloride ion penetration. Table 4. RCPT test results. Mix no. Time (min)
Measured current (mA)
LP10
LP20
LP30
30-60-90
0
0
0
120-150-180
0
0
12
210-240-270
64
884
1,884
300-330-360
1,544
2,600
1,228
total charge-passed
(cumulative coulombs)
2,272
5,216
5,623 Table 4. RCPT test results. 5 5 https://doi.org/10.1051/matecconf/202032201009 MATEC Web of Conferences 322, 01009 (2020)
MATBUD’2020 References 1. R. Zulcão, J. L. Calmon, T. A. Rebello, D. R. Vieira, Constr. Build. Mater. 257,
119523 (2020) 1. R. Zulcão, J. L. Calmon, T. A. Rebello, D. R. Vieira, Constr. Build. Mater. 257,
119523 (2020) 2. W. A. Moura, J. P. Gonçalves, R. S. Leite, Sitientibus 26, 49 (2002) 2. W. A. Moura, J. P. Gonçalves, R. S. Leite, Sitientibus 26, 49 (2002) 3. M. C. Juenger, R. Snellings, S. A. Bernal, Cem. Concr. Res. 122, 257 (2019) 4. D. K. Panesar, R. Zhang, Constr. Build. Mater. 251, 118866 (2020) 5. L. D. Ellis, A.F. Badel, M. L. Chiang, R. J. Y. Park, Y. M. Chiang, Proc. Natl. Acad. Sci. 117, 12584 (2020) 6. Q. D. Nguyena, A. Castel, Cem. Concr. Res. 132, 106051 (2020) 7. R. D. Hooton, Cem. Concr. Res. 78, 165 (2015) 8. I. G. Richardson, Cem. Concr. Res. 38, 137 (2008) 9. R. S. Macedo, C. Ulsen, A. Mueller, Constr. Build. Mater. 229, 116875 (2019) 10. S. Palm, T. Proske, M. Rezvani, S. Hainer, C. Müller, C. A. Graubner, Constr. Build. Mater. 119, 308 (2016) 11. M. Ghrici, S. Kenai, M. Said-Mansour, Cement Concr. Compos. 29, 542 (2007) 12. Á. Fernández, J. G. Calvo, M. C. Alonso, Cement Concr. Compos. 89, 238 (2018 13. D. Vaičiukynienė, I. Pundienė, A. Kantautas, A. Augonis, E. Janavičius, V. Vaičiukynas, J. Alobeid, J. Clean. Prod. 244, 118493 (2020) 6 6
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Multidisciplinary investigation reveals the earliest textiles and cinnabar-coloured cloth in Iberian Peninsula
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Scientific reports
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Multidisciplinary investigation
reveals the earliest textiles
and cinnabar‑coloured cloth
in Iberian Peninsula
N Margarita Gleba
1*, M. Dolores Bretones‑García
2, Corrado Cimarelli
3,
Juan Carlos Vera‑Rodríguez
4 & Rafael M. Martínez‑Sánchez
5 Textile production is among the most fundamental and more complex technologies in human
prehistory, but is under-investigated due to the perishable nature of fibrous materials. Here we
report a discovery of five textile fragments from a prehistoric (fourth-third millennium cal BC) burial
deposit located in a small cave at Peñacalera in Sierra Morena hills, near Córdoba, Southern Spain. These textiles accompanied a set of human remains as grave goods, together with other organic
elements such as fragments of wood and cork, and some pottery vessels. They were characterized
and dated using digital microscopy, Scanning Electron Microscopy, Energy Dispersive Spectroscopy
and Accelerator Mass Spectrometry. Two of the fragments described here are the oldest examples of
loom-woven textiles in the Iberian Peninsula, dating from the second half of the fourth millennium
cal BC. This correlates chronologically with the first appearance of loom weights in the archaeological
record of this region. The more recently dated textile is the earliest preserved cloth intentionally
coloured with cinnabar in the western Mediterranean. The Peñacalera finds are a key reference for
understanding the development of textile technologies during the Neolithic and Copper Age in
western Europe and beyond. Textiles have been an essential element of human material culture since at least the Neolithic period, but their
poor preservation often hampers our understanding of the development of this fundamental technology. The
discovery of uncharred textile or basketry remains, preserved by desiccation, is particularly rare in archaeological
contexts of the Western Mediterranean, and finds dating to the Neolithic period and Copper Age are exceptional. In the Iberian Peninsula, these finds are usually concentrated in the south-eastern region, which currently has
a sub-arid climate1. Among the best-known cases, are the outstanding Neolithic examples of basketwork made
of esparto grass and wooden objects from the Los Murciélagos cave in Albuñol (Granada), dated to fifth mil-
lennium cal BC2,3, and textiles from the site of Los Millares (Almeria) dated two millennia later4. Examples of
cordage, esparto basketry and linen textiles are also known from various Bronze Age contexts of El Argar culture
(c. 2200 cal BC and 1550 cal BC) in Almería, Murcia and Alicante4–6. www.nature.com/scientificreports www.nature.com/scientificreports Scientific Reports | (2021) 11:21918 Multidisciplinary investigation
reveals the earliest textiles
and cinnabar‑coloured cloth
in Iberian Peninsula
N Among the most unique prehistoric Iberian
textile finds are the remains of two linen tunics found in the so-called Cueva Sagrada I (Lorca, Murcia), alongside
other organic materials such as esparto and wood, and the remains of five individuals, dated c. 2300 cal BC7–9.i g
pi
Here, we present five textile fragments dated to the Late Neolithic and Copper Age (fourth-third millennium
cal BC), found in a burial context inside a small cave in a rocky outcrop located in the Province of Córdoba, in the
southwest of Spain. The cave was discovered at the end of 2014 by speleologists, who immediately recognised the
significance of the find. In March 2016, an archaeological intervention was carried out (directed by M.D.B.G.),
which included full planimetry of the cavity’s space and stratigraphic excavation.h p
y
y
p
g
p
The so-called Cueva de la Peña de La Calera (or Peñacalera Cave) is a small cavity formed by a fracture ori-
ented W–E, located in one of the rocky outcrops of the so-called Cerro de La Calera, which is situated southwest 1Department of Cultural Heritage, Università Degli Studi di Padova, Piazza Capitaniato 7, 35139 Padova,
Italy. 2Territorial Delegation of Cultural Heritage, C/Martínez‑Montañés 8, 23007 Jaén, Spain. 3Department of
Earth and Natural Sciences, Ludwig-Maximilians-Universität München, Theresienstrasse 41, 80333 Munich,
Germany. 4Department of History, Geography and Anthropology, Universidad de Huelva, Campus de El Carmen,
Avda. de las Fuerzas Armadas, s/n, 21071 Huelva, Spain. 5Department of History, Universidad de Córdoba,
P/Hospital Cardenal Salazar 3, 14071 Córdoba, Spain. *email: margarita.gleba@unipd.it | https://doi.org/10.1038/s41598-021-01349-5 Scientific Reports | (2021) 11:21918 www.nature.com/scientificreports/ Figure 1. (A) Location of the Peñacalera site in the south of the Iberian Peninsula. (B) Guadalbarbo Creek
Valley, with limestone outcrops behind, where the cavity is located, marked with a red arrow. (C) Image of the
burial context of Peñacalera, sector 2, where Textile 1 was found. (D) Plan 2 of the burial context with detailed
Plan 8; red numbers indicate relative depths, black numbers are inventory numbers of the finds; the black star in
Plan 2 indicates the approximate location of Textile 5’s find spot; the black star in Plan 8 indicates the find spot
of Textile 1. Maps generated by Inkscape (https://inkscape.org/). Figure 1. (A) Location of the Peñacalera site in the south of the Iberian Peninsula. (B) Guadalbarbo Creek
Valley, with limestone outcrops behind, where the cavity is located, marked with a red arrow. Multidisciplinary investigation
reveals the earliest textiles
and cinnabar‑coloured cloth
in Iberian Peninsula
N (C) Image of the
burial context of Peñacalera, sector 2, where Textile 1 was found. (D) Plan 2 of the burial context with detailed
Plan 8; red numbers indicate relative depths, black numbers are inventory numbers of the finds; the black star in
Plan 2 indicates the approximate location of Textile 5’s find spot; the black star in Plan 8 indicates the find spot
of Textile 1. Maps generated by Inkscape (https://inkscape.org/). f the village of Obejo (Córdoba, Andalusia, Spain), next to the river bed of the Guadalbarbo stream, in the
Guadalquivir River basin (38°6′19.24″N, 4°49′56.13″W) (Fig. 1A,B).h q
g
The archaeological remains were concentrated under the east wall, scattered amongst the stone blocks of
different sizes that formed a kind of cairn up to 1 m thick (Fig. 1C). This deposit was to some extent altered
by post-depositional processes, such as percolation and bioturbation, small carnivores having used the space
as a den. Underneath and among the stone blocks, were the disarticulated bones of a minimum of five human
individuals and various burial goods. The latter consisted of at least eight ceramic vessels, a bone awl, a lithic
polisher, and various fragments of cork tree bark (Fig. 1D). Together with these materials, five textile fragments
were recovered. All of the fragments were found in sector 2, in a very small space and at a short distance from
each other. One of the fragments (PC16 S-2 215-I, hereafter Textile 1) was found during excavation and was
associated with two complete ceramic vessels deposited together and directly related to highly fragmented human
remains (Fig. 1D Plan 8). Fragment PC16 S-2 34-I (hereafter Textile 5) was recovered with a sample of vegetal turf
material excavated together with a ceramic vessel (34) and subsequently identified as a textile (Fig. 1D Plan 2). The other three fragments (PC16 S-2 C-TEX-1A, PC16 S-2 C-TEX-1B, PC16 S-2 C-ESP-3, hereafter Textiles 2,
3 and 4), were recovered during manual sieving of the sediment, and were isolated once they had been identified
as textiles. The spatial data collected during the excavation revealed that Textile 5 was recovered from a shallow
depth, in the most superficial stone layer of the assemblage. Textile 1 was found in the same sector, but at a depth
of approximately 0.64 m with respect to the level of Textile 5.hi pp
y
p
The five textile fragments (Fig. Multidisciplinary investigation
reveals the earliest textiles
and cinnabar‑coloured cloth
in Iberian Peninsula
N 2) were preserved by desiccation in the stable and dry environment of the
cave and are still organic, with much of their original texture, colour and elasticity intact. These are finds of great
importance, since direct evidence of the prehistoric textile production in the region has, until now, not been
attested before the third millennium cal BC. The finds were characterized using digital microscopy for structural https://doi.org/10.1038/s41598-021-01349-5 Scientific Reports | (2021) 11:21918 | www.nature.com/scientificreports/ www.nature.com/scientificreports/ www.nature.com/scientificreports/ Figure 2. Textiles 1–5 recovered from Pañacalera at the same scale. For technical details of all fragments, see
Table 1. Figure 2. Textiles 1–5 recovered from Pañacalera at the same scale. For technical details of all fragments, see
Table 1. textile analysis, Scanning Electron Microscopy (SEM) for fibre determination, Energy Dispersive Spectroscopy
(EDS) for the chemical characterization of the colourant. Four of the textiles were dated using Accelerator Mass
Spectrometry (AMS) radiocarbon dating. The results of this multidisciplinary investigation are presented below. textile analysis, Scanning Electron Microscopy (SEM) for fibre determination, Energy Dispersive Spectroscopy
(EDS) for the chemical characterization of the colourant. Four of the textiles were dated using Accelerator Mass
Spectrometry (AMS) radiocarbon dating. The results of this multidisciplinary investigation are presented below. Results
il Textile characterisation. All five textiles are woven in plain weave or tabby (Fig. 3). Plain weave is one of
the earliest loom-woven structures as it is the simplest textile binding attainable with two thread systems on a
loom, with passive warp and active weft threads alternating one over one in each direction. Textile 4 is a balanced
plain weave, with approximately the same number of threads per unit of length in warp and weft. Textile 1 is a
warp-faced plain weave, with twice as many warps as wefts per unit of length; the warp direction is indicated
by the small area of preserved simple selvedge (see detail in Fig. 2(1)). In the selvedge, the weft turns every
fourth thread, possibly indicating the use of two wefts during weaving. The remaining three textiles are likely
warp-dominant or warp-faced as well, although they do not preserve any selvedges or borders for a definitive
identification of warp and weft systems. it
y
Based on the thread counts and thread diameters (Fig. 3 and Table 1), the textiles can be divided into three
groups, with two coarser (Textiles 1 and 4), two finer (Textiles 2 and 3) and one exceptionally fine fabric (Textile
5). With 43–45 warp threads and 21–22 weft threads per cm, the latter is the finest prehistoric fabric discovered
to date in the Iberian Peninsula, as demonstrated by comparative structural data from textiles discovered at other
Copper and Bronze Age sites (section in italics of Table 1).hit The five textiles are woven in spliced rather than draft-spun yarn (Fig. 4). Splicing is a technique used to
convert plant fibre into yarn that, until recently, has been assumed to have been used exclusively in ancient
Egypt and East Asia10,11. In contrast to draft spinning, during which the combed and prepared fibres are fixed
on a distaff and are continuously drawn to receive a twist through the rotation of a spindle, in splicing, the ends
of pre-formed fibre bundles stripped from plant stalks are joined, so that the ends of the fibres would overlap in
bunches. Splicing has recently been identified in Neolithic, Bronze and Iron Age textiles in Italy, Greece, Spain Scientific Reports | (2021) 11:21918 | https://doi.org/10.1038/s41598-021-01349-5 www.nature.com/scientificreports/ Table 1. Results
il Textile structural data summary for the five textiles from Peñacalera and (in italics) other Copper
and Bonze Age Iberian textile finds (data for Lorca from8,9; for Los Millares, El Argar and El Oficio from4,5). Object
Weave
Warp count
Weft count
Warp twist
Weft twist
Warp diameter
Weft diameter
Pañacalera textile 1
(Inv. PC16 S-2 215-I)
Warp-faced plain
weave
15
7
Z2*s
Z2*s
0.7–0.8
0.6–1
Pañacalera textile
2 (Inv.PC16 S-2
C-TEX-1A)
Warp-dominant
plain weave
18–20
12
Z2*i
Z2*i
0.3–0.4
0.4–0.6
Pañacalera textile
3 (Inv. PC16 S-2
C-TEX-1B)
Warp-faced plain
weave
28–30
14–16
Z2*i
Z2*i
0.2–0.3
0.2–0.4
Pañacalera textile
4 (Inv. PC16 S-2
C-ESP-3)
Balanced plain
weave
6
6
Z2*s
Z2*s
0.8–0.9
0.9–1
Pañacalera textile 5
(Inv. PC16 S-2 34-I)
Warp-faced plain
weave
43–45
21–22
Z2*i
Z2*i
0.1–0.3
0.1–0.3
Lorca tunic A
Warp-dominant
plain weave
12–18
9–15
Z2*i-s
Z2*i-s
0.3–0.5
0.2–0.7
Lorca tunic B
Weft-dominant plain
weave
14–16
23–24
Z2*i-s
Z2*i-s
0.3–0.5
0.2–0.4
Lorca textile frag. B
Weft-dominant plain
weave
21
28
Z2*i-s
Z2*i-s
0.1–0.2
0.1–0.2
Lorca textile frag. C
Warp-dominant
plain weave
20
13
Z2*i-s
Z2*i-s
0.4–0.7
0.4–0.7
Los Millares (various
burials
Plain weave
11–14
12–16
Z2*i-s
Z2*i-s
0.2–0.3
0.2–0.3
El Argar (various
burials)
Plain weave
8–27
8–27
Z2*i-s
Z2*i-s
0.2–0.9
0.2–0.9
El Oficio (various
burials)
Plain weave
8–19
8–19
Z2*i-s
Z2*i-s
0.3–1
0.3–1 Table 1. Textile structural data summary for the five textiles from Peñacalera and (in italics) other Copper
and Bonze Age Iberian textile finds (data for Lorca from8,9; for Los Millares, El Argar and El Oficio from4,5) and more widely across Europe and western Asia12. All of the prehistoric woven linen textiles found in Spain to
date appear to be made using spliced yarn. In the two coarser fragments (Textiles 1 and 4), the single threads have a clear counterclockwise- or s-twist,
while in the other three fragments no twist is discernible in the single threads, or only a very faint s-twist. This
may be a chronological difference as observed in Egypt10, since Textiles 1 and 4 are the oldest (see below on
Dating). Yarn for the earlier textiles was likely made using continuous splicing, while the latter appears to have
end-to-end splices12, although the fragments are too small to identify the splicing technique definitively. Fibre characterisation. All five textiles are made of plant bast (stem) fibres, which are present in ultimates
bundles (Fig. Results
il 4 bottom right), and in Textile 4 also preserve remains of epidermal and parenchymal tissues. The
fibres display nodes/dislocations and polygonal cross-sections characteristic of plant bast fibre (Supplementary
Material Table 1 and Fig. 1). The cracks in the fibres of Textiles 3 and 5 are S or counterclockwise, possibly
indicating s-microfibrillar orientation. Fibre diameter measurements range between 6.9 and 25.9 µm and mean
diameters in the five fragments are between 13.1 and 19.7 µm. All the diagnostic features are consistent with flax
(Linum sp.)13. Colourant characterisation. Elemental composition analysis of warp and weft samples from Textile 5,
which has a distinct and homogeneously reddish pink colour unequivocally showed the spatial association of
clear peaks of Hg (mercury) and S (sulphur), which are elements of the red mineral cinnabar (mercury sulphide,
HgS). This association of elements is evident both on EDS maps of the whole sample (Fig. 5A–D), as well as
single-point spectra executed locally on the portion of the samples where the mineralization was more consist-
ent (see Supplementary Material Fig. 2). No traces of cinnabar were found on the other four textile samples (see
Supplementary Material Fig. 3). Dating. Direct dating of four of the five textiles by radiocarbon-AMS resulted in them grouping into two
distinct chronological ranges (Fig. 6; Supplementary Material Table 2). The earlier pertains to Textiles 1 and 4. Both dates (Beta-491868, 4620 ± 30 BP and Beta-561185, 4450 ± 30 BP) are circumscribed within the second half
of the fourth millennium cal BC, which also fits with a well defined pottery typology of some of the grave goods
found in the cave. The dates pertaining to the earliest period of cave use thus point to a mean chronology of
calibrated dates (IntCal20 atmospheric curve) of c. 3400 cal BC. The dating of the finer Textiles 3 (Beta-498433,
3980 ± 33 BP) and 5 (Beta-586167, 3940 ± 30 BP), yielded an average of c. 2500–2300 cal BC, being almost a mil-
lennium later than the other two dated textiles. Scientific Reports | (2021) 11:21918 | https://doi.org/10.1038/s41598-021-01349-5 www.nature.com/scientificreports/ www.nature.com/scientificreports/ Figure 3. Micrographs of textile weaves. Scale bar in each panel is one millimeter. Figure 3. Micrographs of textile weaves. Scale bar in each panel is one millimeter. Figure 3. Micrographs of textile weaves. Scale bar in each panel is one millimeter. Discussion
Th
l fi d The textile finds from Peñacalera are important in terms of their raw materials, thread structure, production
technique and decoration (use of colour), since they are the earliest examples known to date of loom-woven and
cinnabar-coloured textiles from the Iberian Peninsula. Flax is believed to have been introduced to the Iberian Peninsula as part of the Neolithic package5,15. Before
its introduction no similar bast fibres appear to have been used in the region. Until now, the earliest linen textiles
known in Spain were found in the Copper Age contexts of southeastern Iberia, such as the site of Los Millares
(3200–2300 BC) and other contemporary settlements4, the Cueva Sagrada I at Lorca8,9, as well as the various
Bronze Age cemeteries of the Argaric Culture4,5. The textiles from Peñacalera are thus significantly older, pushing
the date for the use of linen in textiles back in time and making Textile 1 the oldest loom-woven textile in Spain
made of flax fibre. As such, it provides the direct evidence of flax use for linen textile production in Iberian Pen-
insula during the Late Neolithic period and indicates that flax was introduced as a fibre crop by this point in time. li
Like other analysed Copper and Early Bronze Age linen textiles found in Iberian Peninsula, the textiles of
Peñacalera are woven with spliced yarn, which is in agreement with contemporaneous plant fibre textiles across
Europe, Egypt and western Asia12. The use of splicing may also be indirectly indicated by the rarity or almost https://doi.org/10.1038/s41598-021-01349-5 Scientific Reports | (2021) 11:21918 | www.nature.com/scientificreports/ Figure 4. SEM micrographs of the threads showing the spliced nature; bottom right image shows a closeup of
fibre bundles. igure 4. SEM micrographs of the threads showing the spliced nature; bottom right image shows a closeup of i
bre bundles. complete absence of spindle whorls in the Neolithic and Copper Age period in southern Iberia16, although they
could have been made in perishable materials and did not survive.h The regular plain weave structure of all textiles and the partly preserved selvedge of Textile 1 from Peñacalera
indicate that they were woven on a loom, thus constituting the earliest direct evidence of this technology in the
Iberian Peninsula. Until the discovery of these textiles, the earliest evidence for the use of this technology were
the third-millennium cal BC tunics of Cueva Sagrada 1, which preserve a fringed finishing border, typical for
loom-woven textiles9. Discussion
Th
l fi d In Central Europe, particularly in the Alpine lake dwellings in Switzerland, loom-woven
linen textiles began to appear from the second quarter of the fourth millennium cal BC17,18, just a few centuries
before the earliest Peñacalera textile.h The earliest archaeologically-attested looms in Iberia and more widely across Europe were of the vertical
warp-weighted type, which utilizes loom weights to put tension on the warp threads19,20. Having frequently
been made of fired clay, loom weights survive well in the archaeological record and serve as proxies for the use
of the warp-weighted loom technology. The earliest evidence for the use of the warp-weighted loom comes
from Central Europe and dates to the late sixth millennium BC21. In southern Iberia, loom weights appear by Scientific Reports | (2021) 11:21918 | https://doi.org/10.1038/s41598-021-01349-5 www.nature.com/scientificreports/ Figure 5. Elemental composition analysis of warp sample from Textile 5: (A) composite EDS elemental map;
(B) EDS elemental map of Hg (mercury); (C) EDS elemental map of S (sulphur); (D) spectrum of the composite
EDS map. Figure 5. Elemental composition analysis of warp sample from Textile 5: (A) composite EDS elemental map;
(B) EDS elemental map of Hg (mercury); (C) EDS elemental map of S (sulphur); (D) spectrum of the compos
EDS map. Figure 5. Elemental composition analysis of warp sample from Textile 5: (A) composite EDS elemental map
(B) EDS elemental map of Hg (mercury); (C) EDS elemental map of S (sulphur); (D) spectrum of the compo
EDS map. Figure 5. Elemental composition analysis of warp sample from Textile 5: (A) composite EDS elemental map;
(B) EDS elemental map of Hg (mercury); (C) EDS elemental map of S (sulphur); (D) spectrum of the composite
EDS map. Figure 6. Multi-plot with the AMS dates obtained on four of the textiles. On top, sum of probabilities. Calibrated from the IntCal20 curve14. For details, see Supplementary Material Table 2. Figure 6. Multi-plot with the AMS dates obtained on four of the textiles. On top, sum of probabilities. Calibrated from the IntCal20 curve14. For details, see Supplementary Material Table 2. the middle of the fourth millennium cal BC, shortly before the appearance of the so-called “Carinated Bowls
Complex”, which marks the beginning of the Copper Age in the region22. In the second half of the fourth and
during the third millennium cal BC, the loom weights are of crescent or rectangular plaque shape, with perfo-
rations at the ends23. www.nature.com/scientificreports/ Red soils, resulting from the presence of powdered cinnabar, have been documented on the chamber floors of
some Andalusian megalithic monuments, such as Alberite (Villamartín, Cádiz)40 and the menhir of Casas de
Don Pedro (Belmez, Córdoba)41, both dated to the fifth millennium cal BC. From more recent times (first half
of the fourth millennium cal BC), it is reported in the Velilla dolmen (Osorno, Palencia) and in the monuments
of southern Portugal, such as Anta Grande do Zambujeiro (Alentejo)42.i g
j
j
From the Copper Age onwards (3300–2200 cal BC), its use increased, as demonstrated by the finds at the
Dolmen of Casas de Don Pedro in the Guadiato Valley (Córdoba)43–46. The cinnabar powder has been found
on and under the skeletal remains of numerous funerary deposits, their number rising considerably during the
third millennium cal BC. In the Montelirio passage tomb (Castilleja de Guzmán, Seville), dated c. 2800 cal BC,
cinnabar is present on various artefacts, on human remains and the chamber stones, sharing space with exotic
luxury materials such as ivory, gold, amber, rock crystal and ostrich eggs44. In that tomb, and specifically in its
so-called Great Chamber, at least 20 individuals have been identified, mostly women, wearing hundreds of thou-
sands of white discoidal beads, interpreted as embellishment of the funerary clothing or textiles45. In some cases,
cinnabar powder was found covering beads or directly associated with the skeletal remains, a possible evidence
of cinnabar-coloured textiles within the same assemblage. In other cases, direct association with human skeletal
remains has been explained as body paint47. y
More than a century ago, Louis Siret hypothesised the presence of textiles coloured with cinnabar in tomb
356 of the El Argar necropolis (2200–1700 cal BC) on the basis of the red bands observed on the skull48,49, and
textile imprints in clay preserving cinnabar particles35. The recently discovered skeletal remains and grave goods
documented in the Bell Beaker culture necropolis of Humanejos (Parla, Madrid), display direct impregnation
with cinnabar. An interesting case is that of an elderly male (individual 1) from tomb 5, who displays three
linear bands of cinnabar transferred directly onto the skull, indicating original presence of cinnabar-coloured
textile bands or headwear decorated with linear motifs. Furthermore, alongside the face of this individual, a
large cinnabar stain was identified, which has been interpreted as evidence of a bag or textile coloured with or
containing cinnabar50. www.nature.com/scientificreports/ (Illora, Granada)25, Casa del Tabaco (El Carpio, Córdoba)26, while a later variant with horizontal perforations
constitutes an important element of the material culture in many settlements of southwestern Iberia. They are
abundant in Perdigões (Alentejo, Portugal)27, São Pedro (Redondo, Portugal)28, Castillejos de Montefrío (Gra-
nada)29, and Polideportivo-La Alberquilla (Martos, Jaén)30 throughout the second half of the fourth millennium
BC, and continue to be used in this region during the third millennium BC. The earliest loom weight evidence
in southern Iberia is thus contemporaneous with the earliest Peñacalera textile. Cinnabar is a natural mineral of volcanic or hydrothermal origin composed of mercury and sulphur (HgS),
with a characteristic scarlet-red colour. It has been mined in Europe, Asia and the Americas to be used as pigment
for pottery decoration and body paint, in burials, metallurgy and for medicinal purposes. Bands of cinnabar
are present on a Pre-Pottery Neolithic B (ninth-eighth millennium BC) child skull at Tel Abu Hureira in Syria31
and a woman’s skull at Çatalhöyük in Turkey, where cinnabar was used not only in burial contexts but also as
pigment in wall paintings32. Almadén de la Plata (Ciudad Real) in central Spain is one of the largest natural
sources of cinnabar in the world33, and analytical studies have demonstrated this site as one of the main sources
of cinnabar present at other archaeological sites34. The exploitation and use of cinnabar as a pigment in Iberian
prehistory is a well documented phenomenon. It has been mined with certainty since Classical antiquity, when
this exploitation is referenced in written sources, until today35, but a recent study indicates that the use of the
cinnabar deriving from the region during the Late Neolithic and Copper Age period in Portugal was sufficiently
extensive to cause mild to severe mercury poisoning in the prehistoric population36.h y p
g
p
p p
The earliest evidence of human use of cinnabar in Iberia dates back to the Early Neolithic (5500–4800 cal BC),
when its use as a colouring material to fill impressions and incisions on ceramic vessels and stone bracelets is
documented at Cueva de Los Murciélagos (Zuheros, Córdoba)37. Cinnabar powder was found inside a Glycymeris
shell container in Cova de l’Or (Beniarrés, Alicante), dated to the same period38, while a flint blade covered with
cinnabar has been reported in the Casa Montero flint mine (Madrid), exploited between 5300–5100 cal BC39. Discussion
Th
l fi d They are ubiquitous in settlement sites, sometimes found in groups attesting their use in
sets24. Slightly flattened crescents, with vertical perforations at the ends, have been found for example at La Loma the middle of the fourth millennium cal BC, shortly before the appearance of the so-called “Carinated Bowls
Complex”, which marks the beginning of the Copper Age in the region22. In the second half of the fourth and
during the third millennium cal BC, the loom weights are of crescent or rectangular plaque shape, with perfo-
rations at the ends23. They are ubiquitous in settlement sites, sometimes found in groups attesting their use in
sets24. Slightly flattened crescents, with vertical perforations at the ends, have been found for example at La Loma https://doi.org/10.1038/s41598-021-01349-5 Scientific Reports | (2021) 11:21918 | www.nature.com/scientificreports/ Methods Textile structural analysis. The structural analysis was carried out using autopic observation, portable
Dino-Lite AM7115MZT digital microscope at different magnifications (× 20, × 50, × 230) and a binocular micro-
scope Leica M80 with optical magnifications until × 60, with built-in-camera EC3 Hd, focus × 0.5, in the Labora-
tory of Archaeometry A. Arribas-Palau, University of Granada, Spain. Textile analysis involved determination
of structural parameters such as weave and thread count per cm, thread twist, diameter and angle, presence of
edges and any other diagnostic features51. Due to the small size of Textile 5, warp thread count was calculated
based on the count carried out in several areas 2.5 mm wide. Fibre identification and analysis. Fibre identification was carried out using Hitachi TM3000 TableTop
Scanning Electron Microscope at the McDonald Institute for Archaeological Research, University of Cambridge,
UK (Textiles 1–4) and Hitachi SU 5000 at the Ludwig Maximilian University of Munich, Germany (Textile 5). The samples were analysed to determine the morphological characteristics of the fibre and to acquire more
detailed surface information for fibre species identification. The following instrumental settings were used: vari-
able vacuum conditions, analytical condition mode at 15.00 kV accelerating voltage, compositional imaging and
working distance of 5–10 mm. The samples were not coated. The observed features were compared with M.G.’s
fibre reference collection. The diameter of fibres was measured using the SEM utility tool at × 400 magnification. Elemental composition analysis. All textiles and a sample of sediment from the cave were analysed
using a Scanning Electron Microscope equipped with an Energy Dispersive Spectrometry analyser (SEM–EDS)
at the Department of Earth and Natural Sciences at the Ludwig Maximilian University of Munich. The EDS
sensor uses a Ultim®Max Silicon Drift Detector (SDD) produced by Oxford Instruments, which allows chemical
and elemental point and map analysis of the sample. The analysis of the samples has been conducted in variable
vacuum condition using an acceleration voltage of 15 kV and a current intensity of 0.14 mA. Both chemical EDS
maps and single-point EDS spectra have been collected for the characterization of the samples. Radiocarbon dating. Four samples of fibres from Textiles 1, 3, 4 and 5 were radiocarbon dated by Beta
Analytic Inc. in Miami, Florida, USA. Due to financial constrains and technical similarity with Textile 3, Textile
2 was not dated. Methods The amounts analysed were 2.5 mg for Textile 1, 0.39 for Textile 3, 2.3 for Textile 4 and, 1.1 for
Textile 5. No coating products, preservatives or hardener of any type were used on the remains. All samples were
simply pretreated with a cleaning solution of acid/ alkali/ acid before dating. The samples were at first gently
crushed then dispersed in deionized water. They were then washed with hot HCl acid to eliminate carbonates,
followed by an alkali wash (NaOH) to remove secondary organic acids. The alkali wash was followed by a final
acid rinse to neutralize the solution before drying. Each chemical solution was neutralized before the application
of the next. During these serial rinses, mechanical contaminants such as associated sediments, organic residues,
fulvic acid and rootlets were eliminated. www.nature.com/scientificreports/ Despite the continuing discussion regarding the original use of cinnabar as either body paint, a ritual burial
element or textile colourant, until now there has been no direct evidence of cinnabar use to colour textiles in
prehistoric Iberia. The discovery of cinnabar on Textile 5 from Peñacalera cave provides the first and earliest
unequivocal proof of the use of this substance as a textile colourant at least by the Copper Age in the Iberian
Peninsula. The geological ambiance of the Peñacalera cave is sedimentary limestones of the Namurian (Carbon-
iferous), a rock of marine origin with fossils of crinoids, with no possibility of the natural presence of cinnabar. Since the mineral is absent from the other textiles and on any other objects found in the cave, and the textile is
completely impregnated with the mineral powder, it could not have been coloured by transfer; rather we sug-
gest it was intentionally coloured with the mineral. Cinnabar is not a dye which chemically binds to fibre but
a mineral pigment. The method of applying it to textiles remains unknown but clearly involves grinding it to
a fine powder and its physical application to the textile surface either by rubbing or soaking it in a suspension.i i
p
p y
pp
y
g
g
p
Although small and fragmentary, the textile finds from Peñacalera add important new information to our
understanding of the development of textile technologies in the Iberian Peninsula and Europe during the Late
Neolithic period and Copper Age. By the second half of the fourth millennium cal BC, loom-woven textiles
were being used by the south Iberian populations, as also indirectly confirmed by the loom weight evidence. The
thread was produced using splicing technique, which was refined over time allowing to produce exceptionally
fine threads and textiles by the middle of the third millennium cal BC. Also by this time, the use of cinnabar to
colour textiles was well developed as demonstrated by the extremely homogeneous distribution of the mineral
on Textile 5. Scientific Reports | (2021) 11:21918 | https://doi.org/10.1038/s41598-021-01349-5 www.nature.com/scientificreports/ References e e e ces
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l 50. Garrido Pena, R., Flores Fernández, R. & Herrero-Corral, A. M. Las sepulturas campaniformes de Humanejos (Parla, Ma
(Comunidad de Madrid, 2019).hi 51. Emery, I. The Primary Structures of Fabrics. An Illustrated Classification. (Textile Museum, 1966). https://doi.org/10.1038/s41598-021-01349-5 Scientific Reports | (2021) 11:21918 | www.nature.com/scientificreports/ Acknowledgementsh g
The site was discovered by speleologists A. Aljama and R. Bermúdez, who, together with M.J. Martínez-Fernández
and G.M. Lara we thank for their cooperation throughout the fieldwork. Dating was carried out thanks to the
Spanish Ministry of Science, Innovation and Universities-Universidad de Granada, Juan de la Cierva-Incor-
poración Agreement IJCI-2016-27812 (2016, by R.M.M.S.), and the funding provided in the framework of the
project “Archaeobiology of the Neolithic of the Southern Iberian Peninsula” (NeArqBioSI) A-HUM-460-UGR18
funded by Consejería de Economía, Conocimiento, Empresas y Universidad, FEDER Programme—Junta de
Andalucía-Universidad de Granada, Call 2019. M.G.’s work was supported by the European Research Council
(Grant Agreement FP/2007-2013-312603). Competing interests h The authors declare no competing interests. Author contributions M.G. designed the study, coordinated sample analysis, performed structural and fibre analysis and wrote the
initial report, which formed the core of the manuscript. M.D.B.G. and J.C.V.R. directed the fieldwork, excavating
this site and the burial context. R.M.M.S. identified and separated the remains, coordinated radiocarbon dating
and contributed to the manuscript about Iberian contexts, parallels and chronology. C.C. performed elemental
composition analysis of cinnabar and contributed to the manuscript. M.G. and R.M.M.S. wrote the main manu-
script text. All authors discussed the results and reviewed the manuscript. Additional informationh Supplementary Information The online version contains supplementary material available at https://doi.org/
10.1038/s41598-021-01349-5. Correspondence and requests for materials should be addressed to M.G. Reprints and permissions information is available at www.nature.com/reprints. Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and
institutional affiliations. Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and
nstitutional affiliations. Open Access This article is licensed under a Creative Commons Attribution 4.0 International
License, which permits use, sharing, adaptation, distribution and reproduction in any medium or
format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the
Creative Commons licence, and indicate if changes were made. The images or other third party material in this
article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the
material. If material is not included in the article’s Creative Commons licence and your intended use is not
permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from
the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. © The Author(s) 2021 https://doi.org/10.1038/s41598-021-01349-5 Scientific Reports | (2021) 11:21918 |
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APLIKASI FORECASTING KEHADIRAN SISWA DI SMP 2 JEKULO MENGGUNAKAN METODE REGRESI LINEAR
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Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 ABSTRAK Kehadiran siswa memegang peranan penting dalam kegiatan belajar mengajar. Keterlibatan siswa
dalam kegiatan belajar mengajar secara langsung akan menimbulkan interaksi belajar mengajar berjalan
dengan baik, memudahkan terjadinya transfer ilmu pengetahuan secara langsung dari guru ke siswa. Siswa
yang hadir memungkinkan untuk lebih aktif dalam interaksi belajar mengajar, berbeda dengan siswa yang
tidak hadir, hal ini akan berimplikasi pada prestasi belajar siswa. Kehadiran siswa juga berpengaruh pada
kelancaran siswa dalam melanjutkan ke jenjang kelas selanjutnya, karena untuk bisa naik kelas maka siswa
harus memenuhi prosentase kehadiran yang ditetapkan oleh sekolah termasuk oleh SMP 2 Jekulo. SMP 2
Jekulo menetapkan siswa dapat naik kelas jika memenuhi kehadiran 85%. Dimana siswa tidak dapat naik
kelas jika terdapat Alpha (tidak hadir tanpa keterangan) lebih dari 14. Ketidakhadiran siswa terdiri dari tiga
kategori yaitu sakit, izin dan alpha. Tujuan penelitian adalah untuk membuat aplikasi forecasting yang dapat
digunakan untuk memprediksi ketidakhadiran siswa yaitu dengan kategori sakit, izin dan alpha. Metode
analisis prediksi ketidakhadiran siswa menggunakan metode analisis regresi linear sederhana. Tahapan
penelitian yakni pengumpulan data, analisis kebutuhan sistem, perancangan sistem dan implementasi. Aplikasi forecasting kehadiran siswa ini berbasis web, dibuat dengan menggunakan bahasa pemrograman
PHP. Hasil penelitian adalah dibangun aplikasi yang dapat digunakan untuk memprediksi keketidakhadiran
siswa pada bulan tertentu menggunakan data pada periode sebelumnya. Kata kunci: forecasting, web, analisis regresi linear sederhana, kehadiran siswa APLIKASI FORECASTING KEHADIRAN SISWA DI SMP 2 JEKULO
MENGGUNAKAN METODE REGRESI LINEAR Peni Retnowati
Fakultas Teknik, Program Studi Teknik Informatika
Universitas Muria Kudus
Email: 201751218@std.umk.ac.id Tutik Khotimah
Fakultas Teknik, Program Studi Teknik Informatika
Universitas Muria Kudus
Email: tutik.khotimah@umk.ac.id Kata kunci: forecasting, web, analisis regresi linear sederhana, kehadiran siswa 1. PENDAHULUAN Belajar adalah suatu aktivitas atau suatu proses untuk memperoleh pengetahuan, meningkatkan
keterampilan, memperbaiki perilaku, sikap dan mengkokohkan kepribadian. Berkaitan dengan hal tersebut,
kegiatan belajar siswa tidak akan berjalan dengan baik, apabila siswa tidak meluangkan dan membagi
waktunya untuk belajar dengan sebaik-baiknya. Melihat hal ini, pemanfaatan waktu yang baik oleh siswa
untuk belajar akan menimbulkan kesadaran terhadap pentingnya keterlibatan siswa secara aktif hadir dalam
kegiatan belajar mengajar sehingga memungkinkan terjadinya interaksi belajar mengajar dengan baik [1]. Kondisi di lapangan guru atau sekolah dihadapkan pada permasalahan bahwa siswa seringkali dengan
mudah meninggalkan kegiatan belajar mengajar dengan alasan izin atau tanpa izin. Hal yang sama terjadi di
SMP 2 Jekulo, dimana masih banyak siswa – siswa di SMP 2 Jekulo yang tidak masuk sekolah tanpa
keterangan ketidakhadiran secara jelas. Siswa yang sering tidak mengikuti kegiatan pembelajaran akan
berdampak buruk tertinggal pelajaran dengan siswa yang lain. Dan jika jumlah ketidakhadiran melewati batas
yang ditetapkan maka sebagai konsekuensinya menjadi salah satu pertimbangan untuk siswa yang
bersangkutan tidak naik kelas. Mengingat pentingya kehadiran siswa dalam kegiatan belajar mengajar, maka sekolah perlu
mengadakan langkah antisipatif agar ketidakhadiran siswa dapat diminimalisir. Langkah antisipatif
meminimalisir ketidakhadiran siswa akan lebih akurat jika sekolah mempunyai dasar pertimbangan dengan
melakukan forecasting atau peramalan ketidak hadiran siswa dalam waktu tertentu, dengan kategori ketidak
hadiran yaitu sakit, izin dan alpha. Ada banyak metode yang terdapat dalam forecasting, salah satunya metode regresi linear sederhana. forecasting dan perhitungan metode regresi linear telah diterapkan dalam penelitian diberbagai bidang. Metode Regresi Linear sangat membantu dalam perhitungan peramalan pembukaan kelas, dimana metode
ini sangat mudah dan sederhana dalam mengimplementasikan kedalam sistem [2]. Metode regresi linear juga
diterapkan dalam memprediksi jumlah penjualan Batik Lasem pada KUB Sarwo Endah [3]. Penggunaan
metode regresi linear selanjutnya digunakan untuk memprediksi anggaran penjualan [4], hasil penelitian
menyatakan anggaran penjualan yang disusun PD. Idaman melalui peramalan penjualan secara kualitatif
dalam upaya meningkatkan penjualan perusahaan berjalan cukup baik, Hasil analisis efektivitas menemukan
bahwa target penjualan yang disusun dalam anggaran penjualan PD. Idaman selama tahun 2012-2016 cukup
efektif karena selisih antara target dan hasil penjualan sudah cukup optimal. Metode Linier Regresi juga
digunakan untuk memprediksi mahasiswa registrasi secara tepat [5] serta diterapkan pada prediksi penjualan
properti berdasarkan data penjualan properti pada PT XYZ [6]. Penelitian tersebut memiliki persamaan dengan penulis, yaitu mengenai konsep dan metode prediksi
yaitu sama-sama melakukan peramalan atau forecasting dengan menggunakan metode regresi linear. 1. PENDAHULUAN Sejalan
dengan penelitian-penelitian sebelumnya tersebut, penulis tertarik untuk membangun aplikasi yang dapat
memudahkan dalam prediksi ketidakhadiran siswa dengan kategori sakit, izin dan alpha. Aplikasi dibangun
menggunakan pemrograman PHP. ABSTRACT The presence of students plays an important role in teaching and learning activities. The
involvement of students in teaching and learning activities directly will lead to interaction of teaching and
learning going well, facilitating the transfer of knowledge directly from teacher to student. Students who
attend make it possible to be more active in teaching and learning interactions, in contrast to students who
are absent, this will have implications for student achievement. The presence of students also affects the
smoothness of students in continuing to the next level of class, because to be able to move up the class, students
must meet the percentage of attendance set by the school, including by SMP 2 Jekulo. Junior High School 2
Jekulo determined that students could move up if they meet 85% attendance. Where students cannot graduate
if there is an Alpha (absent without information) more than 14. Student absence consists of three categories,
namely illness, permission and alpha. The purpose of this study is to create a forecasting application that can
be used to predict student absence from the sick, permission and alpha categories. The prediction analysis
method for student absence uses the simple linear regression analysis method. The stages of research are
data collection, system requirements analysis, system design and implementation. This student attendance
forecasting application is web based, created using the PHP programming language. The results of the study
are built applications that can be used to predict the absence of students in a particular month using data in
the previous period. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Keywords: forecasting, web, simple linear regression, student attendance 2.1 Tinjauan Pustaka a. Kehadiran Siswa dalam Proses Belajar Mengajar a.
Kehadiran Siswa dalam Proses Belajar Mengajar Pengertian kehadiran di sekolah bukan hanya berarti peserta didik secara fisik ada di sekolah,
melainkan ialah keterlibatan siswa dalam kegiatan-kegiatan sekolah, seperti di sebutkan dalam
“dictionary of education”, good carter: “attendance at school not merely being bodily presence but
incluiding actual participation in the work and activities of the school” [7]. Dari definisi di atas, dapat disimpulkan bahwa kehadiran peserta didik ialah keikutsertaan peserta
didik secara fisik dan mental, serta keterlibatan mereka dalam kegiatan-kegiatan sekolah. Sedangkan
ketidakhadiran peserta didik bisa di kata, tidak terlibatnya peserta didik dalam kegiatan sekolah. Pada umumnya ketidakhadiran siswa dapat dibagi kedalam tiga bagian: Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 a)
Alpa, yaitu ketidakhadiran tanpa keterangan yang jelas, dengan alasan yang tidak bisa
dipertanggungjawabkan; a)
Alpa, yaitu ketidakhadiran tanpa keterangan yang jelas, dengan alasan yang tidak bisa
dipertanggungjawabkan; p
gg
gj
b) Izin, ketidakhadiran dengan keterangan dan alasan tertentu yang bisa dipertanggungjawabkan,
biasanya disertai surat pemberitahuan dari orang tua; b) Izin, ketidakhadiran dengan keterangan dan alasan tertentu yang bisa dipertanggungjawabkan,
biasanya disertai surat pemberitahuan dari orang tua; c)
Sakit, ketidakhadiran dengan alasan gangguan kesehatan, biasanya disertai surat
pemberitahuan dari orang tua atau surat keterangan sakit dari dokter. c)
Sakit, ketidakhadiran dengan alasan gangguan kesehatan, biasanya disertai surat
pemberitahuan dari orang tua atau surat keterangan sakit dari dokter. b.
Forecasting Forecasting merupakan teknik untuk menduga, memperkirakan suatu kondisi di masa yang akan
datang berdasarkan pada kondisi masa lalu dan sekarang, sehingga dapat dengan tepat memperkirakan
suatu tindakan atau keputusan. Fungsi dari forecasting ini dapat dikatakan sebagai tindakan dasar pada
saat seseorang melakukan tahap perencanaan, misalnya anggaran, jumlah penjualan, perencanaan
produksi dan persediaan, sumber daya misalnya jumlah tenaga kerja, serta perencaan kebutuhan bahan
baku. Dua hal pokok yang harus diperhatikan dalam proses forecasting atau peramalan yang akurat dan
bermanfaat adalah pengumpulan data yang relevan berupa informasi yang dapat menghasilkan
peramalan yang akurat dan pemilihan teknik peramalan yang tepat yang akan memanfaatkan informasi
data yang diperoleh semaksimal mungkin [8]. Dengan melakukan peramalan, para perencana dan pengambil keputusan akan dapat
mempertimbangkan alternatif-alternatif strategi yang lebih luas daripada tanpa peramalan. Dengan
demikian berbagai rencana strategi dan aksi dapat dikembangkan untuk menghadapi berbagai
kemungkinan yang bisa terjadi di masa mendatang. Terdapat tiga jenis metode peralaman, yaitu metode time series, metode regresi, dan metode
kualitatif : Terdapat tiga jenis metode peralaman, yaitu metode time series, metode regresi, dan metode
kualitatif : a)
Metode Time Series merupakan salah satu teknik statistik yang menggunakan data permintaan
historis untuk memprediksi masa depan permintaan. b) Metode Regresi, yaitu sebuah metode statistik juga yang melakukan peramalan dengan
menggunakan pengembangan hubungan matematis antara variable yaitu variable dependen
(Y) dengan variable Independen (X). Dalam metode regresi suatu model perlu dispesifikasikan
sebelum dilakukan pengumpulan data. c)
Metode Kualitatif, merupakan sebuah metode yang digunakan untuk memutuskan hal-hal
yang berhubungan dengan proses perencanan yang panjang dengan menggunakan penilaian
manajemen, keahlian, dan pendapat sehingga dapat dihasilkan suatu perkiraan. c)
Metode Kualitatif, merupakan sebuah metode yang digunakan untuk memutuskan hal-hal
yang berhubungan dengan proses perencanan yang panjang dengan menggunakan penilaian
manajemen, keahlian, dan pendapat sehingga dapat dihasilkan suatu perkiraan. c.
Metode Regresi Linear Metode Analisa Regresi Linear Sederhana adalah Metode Statistik yang berfungsi untuk menguji
sejauh mana hubungan sebab akibat antara Variabel Faktor Penyebab (X) terhadap Variabel Akibatnya. Faktor Penyebab pada umumnya dilambangkan dengan X atau disebut juga dengan Predictor
sedangkan Variabel Akibat dilambangkan dengan Y atau disebut juga dengan Response. Regresi Linear
Sederhana atau sering disingkat dengan SLR (Simple Linear Regression) juga merupakan salah satu
Metode Statistik yang dipergunakan dalam melakukan peramalan ataupun prediksi . Secara matematis model analisis regresi linier sederhana dapat digambarkan sebagai berikut:
=
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(
(1) (1) n 𝜷𝟎=𝜸̅ − 𝜷𝟏 ×̅
𝜸 = 𝜷𝟎+ 𝜷𝟏× (2) (3) (3) 𝜸 = 𝜷𝟎+ 𝜷𝟏× Keterangan: Keterangan: Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Y = variabel terpengaruh Y = variabel terpengaruh 𝛽0= konstanta 𝛽1 = gradien garis X = variable pemberi pengaruh Secara praktis analisis regresi linier sederhana memiliki kegunaan sebagai berikut: p
g
g
g
a)
Model regresi sederhana dapat digunakan untuk forecasting atau memprediksi nilai Y. Namun sebelum
melakukan forecasting, terlebih dahulu harus dibuat model atau persamaan regresi linier. Ketika model
yang fit sudah terbentuk maka model tersebut memiliki kemampuan untuk memprediksi nilai Y
berdasarkan variabel Y yang diketahui. a)
Model regresi sederhana dapat digunakan untuk forecasting atau memprediksi nilai Y. Namun sebelum
melakukan forecasting, terlebih dahulu harus dibuat model atau persamaan regresi linier. Ketika model
yang fit sudah terbentuk maka model tersebut memiliki kemampuan untuk memprediksi nilai Y
berdasarkan variabel Y yang diketahui. b) Mengukur pengaruh variabel X terhadap variabel Y. Hubungan antara variabel dalam analisis regresi
bersifat kausalitas atau sebab akibat. 2.2 Kerangka Pemikiran Kerangka pemikiran penelitian dapat dilihat pada gambar 1. Kerangka pemikiran penelitian dapat dilihat pada gambar 1. Kerangka pemikiran penelitian dapat dilihat pada gambar 1. Kerangka pemikiran penelitian dapat dilihat pada gambar 1. Gambar 1. Kerangka Pemikiran
3 M t d P
liti apat dilihat pada gambar 1. Gambar 1. Kerangka Pemikiran Gambar 1. Kerangka Pemikiran 3.
HASIL DAN PEMBAHASAN 3.1. Analisis a. Entity Relationship Diagram Pada perancangan sistem yang dibuat agar dapat menjadi sistem database yang rapi dan
terstruktur, maka membutuhkan Entity Relationship Diagram (ERD), yaitu tools yang digunakan untuk
melakukan pemodelan data secara abstrak dengan tujuan untuk mendeskripsikan atau menggambarkan
struktur dari data yang digunakan [9]. Entity Relationship Diagram (ERD) juga model untuk menyusun
database agar dapat menggambarkan data yang mempunyai relasi dengan database yang akan
dirancang seperti yang ditunjukkan pada Gambar 2 Gambar 2. Entity Relation Diagram Gambar 2. Entity Relation Diagram 2.3 Metode Penelitian Penelitian ini adalah penelitian rekayasa perangkat lunak (research and development). Metode yang
digunakan adalah Software Development Life Cycle (SDLC). Tahapan penelitian sebagai berikut: a. Pengumpulan Data
Pada tahap ini dilakukan pengumpulan data berupa rekapitulasi absensi siswa SMP 2 Jekulo pada
semester 1 Tahun Pelajaran 2019 / 2020 dengan kategori ketidak hadiran yaitu sakit, izin dann
alpha. b. Analisa
Setelah dilakukan pengumpulan data, tahap berikutnya adalah melakukan analisa kebutuhan
sistem. c. Perancangan
Pada tahap ini dilakukan perancangan sistem dengan menggunakan Entity Relationship Diagram,
Data Flow Diagram dan flowchart. Selain itu juga dilakukan perancangan antarmuka
(input/output). Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 d. Implementasi
Tahap implementasi adalah tahap pengkodean terhadap rancangan-rancangan yang telah
dirancang dan didefinisikan sehingga akan membentuk sistem yang diharapkan. Pengkodean
sistem dilakukan dengan menggunakan bahasa pemprograman PHP. Pada sistem ini, MySQL
digunakan sebagai basis data. Rancangan basis data juga diimplementasikan menjadi sebuah basis
data yang dapat digunakan untuk menyimpan data sesuai kebutuhan. Aplikasi dibangun dengan
software XAMPP versi 5.6.33, PHP 4.9.4, Google Chrome 72.0 dan Notepad ++. Pada tahap
implementasi, dilakukan penyusunan View dan Logic sesuai perancangan yang telah dibuat. d. Implementasi
Tahap implementasi adalah tahap pengkodean terhadap rancangan-rancangan yang telah
dirancang dan didefinisikan sehingga akan membentuk sistem yang diharapkan. Pengkodean
sistem dilakukan dengan menggunakan bahasa pemprograman PHP. Pada sistem ini, MySQL
digunakan sebagai basis data. Rancangan basis data juga diimplementasikan menjadi sebuah basis
data yang dapat digunakan untuk menyimpan data sesuai kebutuhan. Aplikasi dibangun dengan
software XAMPP versi 5.6.33, PHP 4.9.4, Google Chrome 72.0 dan Notepad ++. Pada tahap
implementasi, dilakukan penyusunan View dan Logic sesuai perancangan yang telah dibuat. b.
Pembuatan Tabel Data Pada tahap ini, dibuat tabel data yang nantinya akan dimasukkan ke dalam basis data. Adapun
tabel data tersebut antara lain sebagai berikut: 2. Tabel Kelas
Berisi identitas kelas yang akan dilakukan prediksi kehadiran, ditunjukkan pada Tabel 4. Tabel 4. Tabel Kelas
No
Field
Tipe Data
Panjang
1
Id Kelas
Int
2
2
Kelas
Varchar
10 Tabel 4. Tabel Kelas 3. Tabel Admin Berisi identitas pengguna (admin) yang dapat mengakses aplikasi. Username dan Password
diperlukan untuk masuk ke dalam sistem. Ditunjukan pada tabel 5 Tabel 5. Tabel Admin
No
Field
Tipe Data
Panjang
1
User Nama
Varchar
25
2
Password
Varchar
25 Tabel 5. Tabel Admin Tabel 5. Tabel Admin 1. Tabel Kehadiran Terdiri dari berbagai macam data yang ditulis untuk membuat data forecasting. Mulai dari data
kelas, bulan, semester, tahun, keterangan (S/I/A) dan jumlah dari (S/I/A), ditunjukkan pada Tabel 3. Tabel 3. Tabel Kehadiran Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 No
Field
Tipe Data
Panjang
1
No
Int
4
2
Id_ Kelas
Int
2
3
Bulan
Int
2
4
Semester
Varchar
6
5
Tahun
Int
4
6
Keterangan
Varchar
1
7
Jumlah
Int
3 2. Tabel Kelas
Berisi identitas kelas yang akan dilakukan prediksi kehadiran, ditunjukkan pada Tabel 4. 2. Tabel Kelas
Berisi identitas kelas yang akan dilakukan prediksi kehadiran, ditunjukkan pada Tabel 4. c.
Data Flow Diagram Penggunaan Aplikasi Forecasting Kehadiran Siswa ini dimulai dengan Admin melakukan login
pada aplikasi yaitu dengan memasukan User Name dan Password, jika data yang dimasukan benar
maka akan berhasil masuk pada halaman utama, jika User Name dan Password yang dimasukan tidak
sesuai maka akan muncul peringatan dari sistem. Proses Login ditunjukkan pada Gambar 6. Flowchart
Login. Gambar 5. DFD Level 2 Gambar 5. DFD Level 2 c.
Data Flow Diagram Setelah relasi dari basis data (ERD) dan tabel data telah dibuat, selanjutnya adalah membuat Data
flow diagram (DFD) . Data Flow Diagram adalah representasi grafik yang menggambarkan aliran
informasi dan transformasi yang diaplikasikan sebagai data yang mengalir dari masukan dan keluaran
[10]. Dengan demikian Data flow diagram (DFD) untuk menggambarkan proses alur aplikasi yang
dipadukan dengan data yang telah ada sehingga dapat berinteraksi antara data dengan alur programnya. Dalam DFD Level 0, menjelaskan alur Admin akan melakukan proses login pada aplikasi, jika
proses login berhasil maka sistem akan memberikan konfirmasi login, dan Admin akan diarahkan
masuk pada halaman utama. Pada proses ini maka Admin akan melakukan kegiatan seperti memasukan Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 data-data kehadiran (Absensi), mencari data absensi dan melakukan proses prediksi (forecasting). Dan
sistem akan menampilkan input data-data serta forecasting yang dilakukan oleh Admin. DFD Level 0
ditunjukkan pada Gambar 3 Gambar 3. DFD Level 0 Gambar 3. DFD Level 0 Dalam DFD Level 1, dijelaskan admin melakukan proses login dengan memasukan Username
dan Password, jika data admin yang dimasukan bisa diterima sistem, maka admin akan diarahkan pada
halaman utama yang berisi menu Input Data, Tampil Data dan Prediksi Data. Admin bisa melakukan
input data absensi, pencarian data absensi dan pencarian data forecasting, jika proses berhasil maka
data absensi terbaharui, tampil data absensi dan tampil hasil forecasting. DFD Level 1 ditunjukan pada
Gambar 4. Gambar 4. DFD Level 1
Dalam DFD level 2, dijelaskan lebih detail alur proses admin melakukan input data kelas
berdasarkan data kelas yang akan menampilkan informasi kelas dan input data absensi berdasarkan data
absensi menampilkan informasi tentang kehadiran. DFD Level 2 ditunjukan pada Gambar 5. Gambar 4. DFD Level 1 Gambar 4. DFD Level 1 Dalam DFD level 2, dijelaskan lebih detail alur proses admin melakukan input data kelas
berdasarkan data kelas yang akan menampilkan informasi kelas dan input data absensi berdasarkan data
absensi menampilkan informasi tentang kehadiran. DFD Level 2 ditunjukan pada Gambar 5. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Gambar 5. DFD Level 2
d. Flowchart Sistem
Setelah Entity Relationship Diagram dan Data Flow Diagram beserta rancangan antar muka
dibuat, selanjutnya adalah membuat flowchart untuk mengetahui proses alur dari sistem aplikasi yang
dipadukan dengan data yang telah ada sehingga dapat berinteraksi antara data dengan alur programnya. d.
Flowchart Sistem Setelah Entity Relationship Diagram dan Data Flow Diagram beserta rancangan antar muka
dibuat, selanjutnya adalah membuat flowchart untuk mengetahui proses alur dari sistem aplikasi yang
dipadukan dengan data yang telah ada sehingga dapat berinteraksi antara data dengan alur programnya. Penggunaan Aplikasi Forecasting Kehadiran Siswa ini dimulai dengan Admin melakukan login
pada aplikasi yaitu dengan memasukan User Name dan Password, jika data yang dimasukan benar
maka akan berhasil masuk pada halaman utama, jika User Name dan Password yang dimasukan tidak
sesuai maka akan muncul peringatan dari sistem. Proses Login ditunjukkan pada Gambar 6. Flowchart
Login. Gambar 6. Flowchart Login
Input Data menunjukkan proses data-data yang harus dimasukankan oleh admin. Data-data
yang harus dimasukkan antara lain: Data Kelas, Bulan, Semester, Tahun, Keterangan (Sakit, Izin,
Alpha) dan jumlah ketidak hadiran. Jika proses memasukkan data berhasil maka akan disimpan dalam
database. Proses Input Data ditunjukkan pada Gambar 7. Flowchart Input Data. Gambar 6. Flowchart Login Gambar 6. Flowchart Login Gambar 6. Flowchart Login Input Data menunjukkan proses data-data yang harus dimasukankan oleh admin. Data-data
yang harus dimasukkan antara lain: Data Kelas, Bulan, Semester, Tahun, Keterangan (Sakit, Izin,
Alpha) dan jumlah ketidak hadiran. Jika proses memasukkan data berhasil maka akan disimpan dalam
database. Proses Input Data ditunjukkan pada Gambar 7. Flowchart Input Data. Input Data menunjukkan proses data-data yang harus dimasukankan oleh admin. Data-data
yang harus dimasukkan antara lain: Data Kelas, Bulan, Semester, Tahun, Keterangan (Sakit, Izin,
Alpha) dan jumlah ketidak hadiran. Jika proses memasukkan data berhasil maka akan disimpan dalam
database. Proses Input Data ditunjukkan pada Gambar 7. Flowchart Input Data. Input Data menunjukkan proses data-data yang harus dimasukankan oleh admin. Data-data
yang harus dimasukkan antara lain: Data Kelas, Bulan, Semester, Tahun, Keterangan (Sakit, Izin,
Alpha) dan jumlah ketidak hadiran. Jika proses memasukkan data berhasil maka akan disimpan dalam
database. Proses Input Data ditunjukkan pada Gambar 7. Flowchart Input Data. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Gambar 7. Flowchart Input Data Gambar 7. Flowchart Input Data Pada Tampil Data akan menampilkan hasil perhitungan (forecasting) berdasarkan data-data
yang sudah dimasukan pada Input Data.Ditunjukan pada Gambar 8. Flowchart Tampil Data. Pada Tampil Data akan menampilkan hasil perhitungan (forecasting) berdasarkan data-data
yang sudah dimasukan pada Input Data.Ditunjukan pada Gambar 8. Flowchart Tampil Data. Gambar 8. d.
Flowchart Sistem Flowchart Tampil Data
Prediksi Data menampilkan alur proses prediksi dimana proses dimulai dengan memilih bula
dan kriteria kehadiran (S/I/A) yang akan diprediksi, jika proses berhasil maka ssstem akan menampilka
hasil prediksi Ditunjukkan pada Gambar 9 Flowchart Prediksi Data Gambar 8. Flowchart Tampil Data Prediksi Data menampilkan alur proses prediksi dimana proses dimulai dengan memilih bulan
dan kriteria kehadiran (S/I/A) yang akan diprediksi, jika proses berhasil maka ssstem akan menampilkan
hasil prediksi. Ditunjukkan pada Gambar 9. Flowchart Prediksi Data. Prediksi Data menampilkan alur proses prediksi dimana proses dimulai dengan memilih bulan
dan kriteria kehadiran (S/I/A) yang akan diprediksi, jika proses berhasil maka ssstem akan menampilkan
hasil prediksi. Ditunjukkan pada Gambar 9. Flowchart Prediksi Data. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Gambar 9. Flowchart Prediksi Data Gambar 9. Flowchart Prediksi Data 3.2. Implementasi Implementasi adalah tahap penerapan sekaligus pengujian aplikasi yang telah dibangun, untuk
melangkah ke implementasi yang harus didukung dengan tools dan fasilitas yang tepat. Berikut merupakan
tampilan antar muka aplikasi forecasting kehadiran siswa di SMP 2 Jekulo.. Implementasi adalah tahap penerapan sekaligus pengujian aplikasi yang telah dibangun, untuk
melangkah ke implementasi yang harus didukung dengan tools dan fasilitas yang tepat. Berikut merupakan
tampilan antar muka aplikasi forecasting kehadiran siswa di SMP 2 Jekulo.. a.
Halaman Login
i
dib Sistem dibangun hanya mempunyai fitur login untuk admin. Admin bertugas sebagai pemegang penuh
dan bertanggung jawab terhadap data yang ada didalam sistem. Login pada level ini dapat melakukan
pengelolaan data, menambah, mengedit, dan menghapus data ketidak hadiran siswa dengan kategori sakit,
izin dan alpha Admin adalah guru Bimbingan Konselingr. Halaman login merupakan halaman yang
digunakan untuk admin login ke sistem. Jika username dan password di ketik dengan benar maka admin akan
masuk ke dalam sistem. Halaman Login ditunjukkan pada Gambar 10 . Gambar 10. Halaman Login
b. Halaman Utama Gambar 10. Halaman Login Gambar 10. Halaman Login
b. Halaman Utama b. Halaman Utama Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Setelah mengisi username dan password agar bisa login, admin akan diarahkan pada halaman utama,
terdapat menu pilihan yang bisa diakses yaitu : input data, tampil data, prediksi data dan logout. Input Data
akan mengarahkan pada jenis data yang akan dimasukkan. Tampil Data akan menampilkan hasil masukan
data, sedang Prediksi Data akan memproses dan menampilkan hasil prediksi. Halaman utama ditunjukkan
pada gambar 11. Gambar 11. Halaman Utama c.
Halaman Input Data Pada halaman input data, admin akan diarahkan untuk mengisi form berupa data-data yang diperlukan
untuk melakukan perhitungan prediksi kehadiran. Adapaun data yang diisi antara lain : kelas, bulan, semester,
tahun, keterangan (sakit, izin, alpha) dan jumlah. Data-data yang dimasukan adalah dari data kehadiran siswa
yang dapat ditambah, diubah, maupun dihapus oleh admin. Halaman input data ditunjukkan pada gambar 12. Gambar 12. Halaman Input Data
d. Halaman Tampil Data
Setelah mengisi lengkap data yang diperlukan pada halaman input data, maka admin dapat
menampilkan data yang dimasukkan pada halaman tampil data. Pada halaman Tampil Data, admin juga dapat
melakukan perubahan pada data yang sudah dimasukan dengan melakukan aksi hapus data. Halaman tampil
data ditunjukkan pada gambar 13. Gambar 12. Halaman Input Data Gambar 12. Halaman Input Data e.
Halaman Prediksi Data dan Hasil Prediksi Data e. Halaman Prediksi Data dan Hasil Prediksi Data Untuk bisa melakukan prediksi pada halaman prediksi data, maka admin harus memasukkan bulan dan
keterangan seperti sakit, izin atau alpha yang akan diprediksi. Halaman prediksi data ditunjukkan pada
gambar 14 Gambar 14. Halaman Prediksi Data d.
Halaman Tampil Data p
Setelah mengisi lengkap data yang diperlukan pada halaman input data, maka admin dapat
menampilkan data yang dimasukkan pada halaman tampil data. Pada halaman Tampil Data, admin juga dapat
melakukan perubahan pada data yang sudah dimasukan dengan melakukan aksi hapus data. Halaman tampil
data ditunjukkan pada gambar 13. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Gambar 13. Halaman Tampil Data Gambar 13. Halaman Tampil Data Gambar 14. Halaman Prediksi Data Dan pada halaman hasil prediksi data menampilkan hasil prediksi kehadiran siswa berdasarkan
data yang dimasukan saat akan melakukan prediksi yaitu bulan dan keterangan berupa sakit, izin atau
alpha. Halaman hasil prediksi data ditunjukkan pada gambar 15 Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 f.
Pengujian Pengujian yang dilakukan pada Aplikasi Forecasting Kehadiran Siswa di SMP 2 Jekulo ini adalah
pengujian BlackBox. Pengujian dilakukan untuk mengetahui apakah rumus yang digunakan dalam aplikasi
sudah sesuai atau belum. Daftar pengujian dapat dilihat pada Gambar 16 adalah perhitungan forecasting
menggunakan Microsoft Excel dan Gambar 17 perhitungan menggunakan aplikasi, bertujuan memprediksi
jumlah siswa sakit pada bulan selanjutnya sebagai berikut: Gambar 16. Perhitungan Prediksi Siswa Sakit (Microsoft Excel) Gambar 16. Perhitungan Prediksi Siswa Sakit (Microsoft Excel) Gambar 17. Perhitungan Prediksi Siswa Sakit (Aplikasi) Gambar 17. Perhitungan Prediksi Siswa Sakit (Aplikasi) Dari Daftar pengujian pada Gambar 16 yaitu perhitungan forecasting menggunakan Microsoft Excel
dan Gambar 17 perhitungan menggunakan aplikasi, dengan tujuan memprediksi jumlah siswa sakit pada
bulan selanjutnya diperoleh hasil perhitungan yang sama. j
y
p
p
g
y
g
Berikutnya pengujian prediksi jumlah siswa izin pada satu bulan berikutnya dapat dilihat pada Gambar
18 yaitu perhitungan forecasting menggunakan Microsoft Excel dan Gambar 19 perhitungan menggunakan
aplikasi, dan diperoleh hasil perhitungan yang sama. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Gambar 18. Perhitungan Prediksi Siswa Izin (Microsoft Excel) Gambar 18. Perhitungan Prediksi Siswa Izin (Microsoft Excel) Gambar 18. Perhitungan Prediksi Siswa Izin (Microsoft Excel) Gambar 18. Perhitungan Prediksi Siswa Izin (Microsoft Excel) Gambar 19. Perhitungan Prediksi Siswa Izin (Aplikasi) Gambar 19. Perhitungan Prediksi Siswa Izin (Aplikasi) Gambar 19. Perhitungan Prediksi Siswa Izin (Aplikasi) Demikian pula pada pengujian prediksi jumlah siswa alpha pada satu bulan berikutnya dapat dilihat
pada Gambar 20 yaitu perhitungan forecasting menggunakan Microsoft Excel dan Gambar 21 perhitungan
menggunakan aplikasi, dan diperoleh hasil perhitungan yang sama pula. Demikian pula pada pengujian prediksi jumlah siswa alpha pada satu bulan berikutnya dapat dilihat
pada Gambar 20 yaitu perhitungan forecasting menggunakan Microsoft Excel dan Gambar 21 perhitungan
menggunakan aplikasi, dan diperoleh hasil perhitungan yang sama pula. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 Gambar 20. Perhitungan Prediksi Siswa Alpha (Microsoft Excel)
Gambar 21. Perhitungan Prediksi Siswa Alpha (Aplikasi) Gambar 20. Perhitungan Prediksi Siswa Alpha (Microsoft Excel) Gambar 20. Perhitungan Prediksi Siswa Alpha (Microsoft Excel) Gambar 21. Perhitungan Prediksi Siswa Alpha (Aplikasi) Gambar 21. Perhitungan Prediksi Siswa Alpha (Aplikasi) Gambar 21. Perhitungan Prediksi Siswa Alpha (Aplikasi) 4. KESIMPULAN Kesimpulan yang dapat ditarik berdasarkan hasil dan pembahasan diatas tentang aplikasi forecasting
kehadiran siswa di SMP 2 Jekulo adalah sebagai berikut: a. Telah dihasilkan Aplikasi Forecasting Kehadiran Siswa berbasis teknologi informasi (web) yang
dapat digunakan untuk melakukan prediksi kehadiran siswa berdasarkan data pada periode
sebelumnya selama waktu tertentu. a. Telah dihasilkan Aplikasi Forecasting Kehadiran Siswa berbasis teknologi informasi (web) yang
dapat digunakan untuk melakukan prediksi kehadiran siswa berdasarkan data pada periode
sebelumnya selama waktu tertentu. b. Aplikasi Forecasting Kehadiran Siswa berbasis teknologi informasi (web) memberikan manfaat
yaitu prediksi ketidakhadiran siswa berdasarkan keterangan sakit (S), izin(I) dan alpha (A) dapat
dilakukan dengan cepat dan mudah sehingga Guru BK mampu merancang langkah-langkah secara
efektif dalam meningkatkan kedisiplinan siswa Dalam pembuatan aplikasi forecasting kehadiran siswa di SMP 2 Jekulo masih ada banyak hal yang
dapat dikembangkan, seperti: Dalam pembuatan aplikasi forecasting kehadiran siswa di SMP 2 Jekulo masih ada banyak hal yang
dapat dikembangkan, seperti: a. Fitur dan tampilan yang tersedia masih sangat terbatas dan sederhana harapan kedepannya fitur
dan tampilan bisa diperbaharui dengan desain tampilan yang lebih menarik dan fitur yang lebih
lengkap dan memadai. Jurnal SIMETRIS, Vol 11 No 2 November 2020
P-ISSN: 2252-4983, E-ISSN: 2549-3108 b. Aplikasi masih terbatas pada rekap data hadir dan tidak hadir dengan keterangan sakit, izin dan
alpha, harapannya aplikasi forecasting kehadiran siswa bisa terintegrasi dengan sistem absensi
(presensi) disekolah DAFTAR PUSTAKA [1] Suryono dan Hariyanto, (2014). Belajar dan Pengajaran: Teori dan Konsep Dasar. Bandung: PT
Remaja Rosdakarya. Sukamto, & Shalahuddin. (2013). Analisa dan Desain Sistem Informasi. Yogyakarta: Andi Offset. (1) gy
[2]
Zain, Mirrah, Ni Ketut Dewi Ari Jayanti, Yohanes Priyo Atmojo. 2013. “Implementasi Forecasting
Pada Perancangan Sistem Pembukaan Kelas di STIKOM Bali dengan Menggunakan Metode Regresi
Linear”, Eksplorasi Informatika. Vol. 3. No. 1, pp 17-28. (2) [3]
Khotimah, Tutik, Ratih Nindyasari. 2017. “Forecasting Dengan Metode Regresi Linier Pada Sistem
Penunjang Keputusan Untuk Memprediksi Jumlah Penjualan Batik (Studi Kasus Kub Sarwo Endah
Batik Tulis Lasem)”, Jurnal Mantik Penusa, Vol 1 No 1, pp 72-75 (3) [4]
Iik, Ade .2017. “Analisis Penerapan Forecasting Dalam Penentuan Anggaran Penjualan Dan
Implikasinya Terhadap Peningkatan Penjualan Perusahaan”. Jurnal Ekonologi, Vol 4. No 1. (4) [5]
Amiruddin, Rezqiwati Ishak, 2018. “Prediksi Jumlah Mahasiswa Registrasi Per Semester
Menggunakan Linier Regresi Pada Universitas Ichsan Gorontalo “. ILKOM Jurnal Ilmiah. Vol 10. No
2, pp 136-143. (5) [6]
Ayuni, Ghebyla Najlai, Devi Fitriana. 2019 “Penerapan Metode Regresi Linear Untuk Prediksi
Penjualan Properti pada PT XYZ”. Jurnal Telematika, Vol.14. No. 2, pp 79-85. (6) Imron, Ali Tahun: 1994. Manajemen Peserta Didik Jilid 1. Malang: Proyek OPF IKIP Malang {7 [8] Makridakis. 1999. Metode dan aplikasi peramalan. Edisi 2. Jakarta: Binarupa Aksara. (8) [9]
Mulyani, Dr. Sri. (2016). Metode Analisis dan Perancangan. Sistem. Bandung: Abdi SisteMatika. [9] [10] Sukamto, & Shalahuddin. (2013). Analisa dan Desain Sistem Informasi. Yogyakarta: Andi Offset.
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Effects of n-3 PUFAs on breast cancer cells through their incorporation in plasma membrane
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Lipids in health and disease
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cc-by
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© 2011 Corsetto et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative
Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and
reproduction in any medium, provided the original work is properly cited. Open Access Effects of n-3 PUFAs on breast cancer cells
through their incorporation in plasma membrane * Correspondence: angelamaria.rizzo@unimi.it
Dipartimento di Scienze Molecolari Applicate ai Biosistemi, Università degli
Studi di Milano, Italy Effects of n-3 PUFAs on breast cancer cells
through their incorporation in plasma membrane Paola A Corsetto, Gigliola Montorfano, Stefania Zava, Ilaria E Jovenitti, Andrea Cremona, Bruno Berra and
Angela M Rizzo* Abstract Background: PUFAs are important molecules for membrane order and function; they can modify inflammation-
inducible cytokines production, eicosanoid production, plasma triacylglycerol synthesis and gene expression. Recent
studies suggest that n-3 PUFAs can be cancer chemopreventive, chemosuppressive and auxiliary agents for cancer
therapy. N-3 PUFAs could alter cancer growth influencing cell replication, cell cycle, and cell death. The question
that remains to be answered is how n-3 PUFAs can affect so many physiological processes. We hypothesize that
n-3 PUFAs alter membrane stability, modifying cellular signalling in breast cancer cells. Methods: Two lines of human breast cancer cells characterized by different expression of ER and EGFR receptors
were treated with AA, EPA or DHA. We have used the MTT viability test and expression of apoptotic markers to
evaluate the effect of PUFAs on cancer growth. Phospholipids were analysed by HPLC/GC, to assess n-3
incorporation into the cell membrane. Results: We have observed that EPA and DHA induce cell apoptosis, a reduction of cell viability and the
expression of Bcl2 and procaspase-8. Moreover, DHA slightly reduces the concentration of EGFR but EPA has no
effect. Both EPA and DHA reduce the activation of EGFR. N-3 fatty acids are partially metabolized in both cell lines; AA is integrated without being further metabolized. We
have analysed the fatty acid pattern in membrane phospholipids where they are incorporated with different
degrees of specificity. N-3 PUFAs influence the n-6 content and vice versa. Conclusions: Our results indicate that n-3 PUFA feeding might induce modifications of breast cancer membrane
structure that increases the degree of fatty acid unsaturation. This paper underlines the importance of nutritional
factors on health maintenance and on disease prevention. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Antibodies The mouse monoclonal anti-Bcl2 antibody (Santa Cruz
Biotechnology Inc., Santa Cruz, CA, USA) and the C20
goat polyclonal anti-procaspase-8 p18 antibody were used
to study the n-3 PUFA induction of the apoptosis process. The 1005 rabbit polyclonal anti-EGFR antibody and the
11C2 mouse monoclonal anti-pEGFR antibody (Santa
Cruz Biotechnology Inc., Santa Cruz, CA, USA) were used
to investigate the alterations of EGFR receptors after treat-
ment with PUFAs. The monoclonal anti-actin (AC-40)
antibody (Sigma-Aldrich, USA) was used to normalize gel
loading. Nevertheless the mechanism by which n-3 PUFAs
inhibit the growth of breast cancer cells is not well
understood, but it has been suggested that these fatty
acids might change the fluidity and structure of the cell
membrane. In fact, changes in the structural characteris-
tics of the plasma membrane in mammalian cells can
modify the activity of proteins that function as ion chan-
nels, transporters, receptors, signal transducers or
enzymes [21-25]. Bound primary antibodies were visualized by second-
ary horseradish peroxidase (HRP)-linked antibodies
(Santa Cruz Biotechnology Inc., Santa Cruz, CA, USA)
and immunoreactivity was assessed by chemilumines-
cence (ECL, Amersham). In this study, we have investigated the impact of EPA,
DHA and AA on breast cancer cell growth, on cell sig-
nalling in apoptosis and on epidermal growth factor
receptor (EGFR) activity. We hypothesize that the
alteration of cellular cycle, of gene expression and the
induction of apoptosis determined from n-3 PUFAs are
also a consequence of membrane architecture modifica-
tions. For these reasons we have analyzed PUFA incor-
poration in breast cancer membrane and their PL-
specific enrichment. PUFAs EPA (cis-5,8,11,14,17-eicosapentaenoic acid sodium salt),
DHA (cis-4,7,10,13,16,19-docosahexaenoic acid sodium
salt) and AA (arachidonic acid sodium salt) were pur-
chased from Sigma-Aldrich, USA. The PUFAs were dis-
solved in ethanol and stored at -80°C under nitrogen gas. Cell viability assay
Th
b
f i The numbers of viable cells exposed to fatty acids were
evaluated by the MTT (3-(4,5-dimethylthiazol-2-yl)-2,5-
diphenyltetrazolium bromide) colorimetric assay [26]. Initially, cells were seeded and cultured in 96-well plates
for 48 h to allow adhesion to the plate and to reach 50-
60% confluence. After this period, the culture medium
was changed to the experimental medium supplemented
with EPA or DHA or AA then cultured for 72 h. We stu-
died the effects of different concentrations of PUFAs
(50-300 μM). The final concentration of ethanol (<1%) in
the culture medium had no antiproliferative effect on any
cell line tested; therefore, 10 μl of MTT stock solution
(5 mg/ml in PBS, pH 7.5) was added to each well and
incubated for 4 h as a control. Then 100 μl of solubilizing
solution (10% SDS in 0.01M HCl) was added and incu-
bated overnight. Plates were read at 540 nm in a plate
reader. All reagents were purchased from Sigma-Aldrich, Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Page 2 of 16 process estradiol via cytoplasmic estrogen receptors. The MDA-MB-231 cells over-express EGFR. cells [10,11]. Similarly, in vitro treatment with EPA
is reported to arrest the growth of K-562 human leukemic
and many other cancer cells accompanied by down-
regulation of cyclin expression in some instances [12-14]. These cell lines were maintained in DMEM (Gibco-
BRL, Life Tecnologies Italia srl, Italy) supplemented
with 10% fetal bovine serum (FBS), 100 U/ml penicillin,
100 mg/ml streptomycin and 2 mM glutamine. In addition, recent studies of human breast cancer
have shown that n-3 PUFAs up-regulate syndecan 1
(SDC-1), which has been shown to play a role in cell
adhesion [15,16], inhibit matrix metalloproteinases [17]
and decrease invasion of tumour cells. SDC-1 induces
apoptosis in myeloma cells and some studies suggest a
similar property in breast cancer cells [18,19]. The tran-
scriptional pathway for the n-3 PUFA regulation of
SDC-1 expression involves the nuclear hormone recep-
tor peroxisome proliferator-activated receptor gamma
(PPARg) [20]. Moreover n-3 PUFAs down-regulate the
expression of HER2/neu, a well characterized oncogene
that plays a key role in aetiology, progression and che-
mosensitivity of various types of human cancer in which
this oncogene is over-expressed. HER2/neu encodes
transmembrane
tyrosine
kinase
orphan
receptor
p185Her2/neu, which regulates biological functions includ-
ing cellular proliferation, differentiation, motility and
apoptosis [21]. Medium for treatments (MFT) was DMEM supple-
mented with 10% FBS. Cells were grown at 37°C in a
5% CO2 atmosphere with 98% relative humidity. Background actions of n-3 PUFAs. The most prominent mechanism
for the chemopreventive action of n-3 PUFAs is their
suppressive effect on the production of arachidonic acid
(AA)-derived prostanoids, particularly prostaglandin E2
(PGE2), which has been implicated in the immune
response to inflammation, cell proliferation, differentia-
tion, apoptosis, angiogenesis and metastasis [6]. Breast cancer is the most common cancer among women
worldwide, with an estimated 1.4 million new breast can-
cer cases only in 2008. Epidemiologic and experimental
studies suggest that dietary fatty acids influence the
development and subsequent progression of breast can-
cer [1-3]. The role that long-chain n-3 polyunsaturated
fatty acids (PUFAs), eicosapentaenoic acid (EPA, 20:5n-3)
and docosahexaenoic acid (DHA, 22:6n-3), play in the
aetiology of cancer has been highlighted by animal
experiments and in vitro studies [4,5]. A number of
mechanisms have been proposed for the anticancer The n-3 PUFAs might alter the growth of tumour cells
by influencing cell replication, by interfering with compo-
nents of the cell cycle or by increasing cell death either by
way of necrosis or apoptosis [7,8]. For example, these fatty
acids are involved in regulating the tumour p53 proapop-
totic signal and superoxide dismutase (SOD) levels, telo-
mere shorting and tumour angiogenesis [9]. In vitro
treatment with DHA arrested cell-cycle progression in
human-derived breast cancer and malignant melanoma * Correspondence: angelamaria.rizzo@unimi.it
Dipartimento di Scienze Molecolari Applicate ai Biosistemi, Università degli
Studi di Milano, Italy Cell treatment Cell culture experiments were done with the MDA-MB-
231 and MCF-7 cell lines to determine the concentra-
tions of EPA (230 μM), DHA (200 μM), required to
inhibit growth by 20-30%, and AA (200 μM). Cells were
seeded at 1.5 × 104 cells/cm2 for MDA-MB-231 and at
3 × 104 cells/cm2 for MCF-7 in 18 ml of medium con-
taining 10% FBS and allowed to adhere for 48 h, then
the medium was replaced with 18 ml of fresh medium
(DMEM, 10% FBS) containing the experimental fatty
acids and incubated for 72 h without changing the med-
ium. Experiments included untreated cells that were not
exposed to any exogenous fatty acids but to an equal
content of ethanol during the incubation to serve as
controls. After 72 h, cells were harvested using trypsin-
EDTA and centrifuged at 900 rpm for 10 min. The
supernatant was removed and the pellets were subjected
to lipid analysis. After elution, the eluate was split with one part going
to the detector and nine parts to a Gilson fraction col-
lector model 201 to collect the different PL classes for
GC analysis. Total fatty acids and PL fatty acids were determined as
methylesters by gas chromatography (GC). The methyl
esters were obtained by reaction with 3.33% (w/v) sodium
methoxide in methanol and injected into an Agilent
Technologies (6850 series II) gas chromatograph
equipped with a flame ionization detector (FID) and a
capillary column (AT Silar) (length 30 m, film thickness
0.25 μm). The carrier gas was helium, the injector tem-
perature was 250°C, the detector temperature was 275°C,
the oven temperature was set at 50°C for 20 min and
then increased to 200°C at 10°C min-1 for 20 min. Cell lines and culture conditions Human breast cancer cell lines MDA-MB-231 (ER-nega-
tive) and MCF-7 (ER-positive) were kindly provided by
Dr P. Degan from the IST (Italian National Cancer
Research Institute, Genoa Italy, Laboratory of Molecular
Mutagenesis and DNA Repair). Both cell lines are
derived from human mammary adenocarcinoma; the
MCF7 line retains several characteristics of differen-
tiated mammary epithelium, including the ability to Page 3 of 16 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 USA. Data points represent the mean of eight wells and
the results are expressed as relative growth rate (RGR) in
comparison to controls that were exposed to a concen-
tration of ethanol equal to that in the samples exposed to
fatty acids. USA. Data points represent the mean of eight wells and
the results are expressed as relative growth rate (RGR) in
comparison to controls that were exposed to a concen-
tration of ethanol equal to that in the samples exposed to
fatty acids. time was 40 min/sample; 23 min analysis, 12 min to
restore initial conditions and 5 min for re-equilibration. Eluent A was chloroform/methanol/water (80:19.5:0.5,
by vol.) and eluent B was chloroform/methanol/water
(60:34:6, by vol.) and the flow rate of the eluent was
1.0 ml/min. An evaporative light-scattering detector
(ELSD) was used to detect and quantify the separated
PL species. Western blot analysis for Bcl2, caspase-8, EGFR and
pEGFR For western blot analysis, cells were harvested by scrap-
ing in phosphate-buffered saline containing 0.4 mM
Na3VO4. Cells were centrifuged and then suspended in
1.4 ml of lysis buffer (1% Triton X-100, 10 mM Tris buf-
fer, pH 7.5, 150 mM NaCl, 5 mM EDTA, 1 mM Na3VO4,
1 mM phenylmethylsulfonyl fluoride, 75 mU/ml aproti-
nin), kept on ice for 20 min and then disrupted by
10 strokes in a tight-fitting Dounce homogenizer. The
cell lysate was centrifuged (5 min at 1300 g) and the
supernatant was transferred to an eppendorf tube. Total
protein was determined by the Lowry assay [27]. Control and treated cell lysates (100 μg protein/lane)
were separated by SDS-PAGE (10% polyacrylamide gel),
transferred to a polyvinylidene difluoride (PVDF) mem-
brane and analysed by western blot with anti-Bcl2
(1:100), anti-caspase-8 (1:500) and b-actin (1:1800) anti-
bodies. The PVDF membrane was blocked for 1 h in
blocking buffer 5% (w/v) dried non-fat milk in Tris-buf-
fered saline (T-TBS: 10 mM Tris-HCl, pH 7.5, 150 mM
NaCl, 0.1% (v/v) Tween®20) followed by incubation
with an appropriate primary antibody in blocking buffer
at room temperature for 2 h. The blots were washed
with T-TBS and then incubated with the proper second-
ary antibody in blocking buffer at room temperature for
1 h. The protein bands were visualized using ECL wes-
tern blot detection reagents (PerkinElmer, USA). DHA and EPA induce apoptosis in breast cancer cells DHA and EPA induce apoptosis in breast cancer cells
In order to delineate the possible mechanism(s) by
which EPA and DHA induce apoptosis we examined the
cytoplasmic levels of the Bcl2 protein. Figure 2A and 2B
indicate that there was a slight reduction of Bcl2 level in
MCF7 cells after treatment with 200 μM DHA, whereas
treatment with 230 μM EPA determined the loss of sig-
nal; the expression of Bcl2 is also decreased when
MDA-MB-231 cells are treated with 230 μM EPA and
the protein is not detectable after incubation with
200 μM DHA. The expression of procaspase-8 was determined by
western blot analysis. In Figure 3A and 3B it is possible
to observe a reduction of the proform of caspase-8 for
both cell lines treated with EPA and DHA; the reduc-
tion was statistically significant after DHA treatment in
both cell lines, and also after EPA treatment of MCF7
cells. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 blots were probed under the same conditions with primary
antibody b-actin diluted 1:1800 to confirm equal protein
loading. blots were probed under the same conditions with primary
antibody b-actin diluted 1:1800 to confirm equal protein
loading. 0
50
100
150
50
100
150
200
220
240
260
280
300
EPA (M)
RGR (%)
MDA
MCF7
**
**
**
*
**
**
**
**
0
50
100
150
50
100
150
200
220
240
260
280
300
DHA (M)
RGR (%)
*
**
**
****
**
**
**
**
****
0
50
100
150
50
100
150
200
250
300
AA (M)
RGR (%)
**
**
A
B
C
Figure 1 Effects of PUFA on viability of breast cancer cells. The
effect on cell viability of PUFA in MDA-MB-231 and MCF7 cells is
assessed and quantified by MTT assay. Cells are treated with various
concentrations of EPA (A), DHA (B), and AA (C). Cells are seeded and
cultured for 48 h in a 96-well plate, after this period, the medium is
replaced with fresh medium for treatments with AA, EPA, or DHA
and incubated for further 72 h. The numbers of viable cell exposed
to fatty acids are evaluated by a colorimetric 3-(4,5-dimethylthiazol-
2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay. Data represent
the mean of eight values and results are expressed as Relative
Growth Rate (RGR) in comparison with controls (100%). * p < 0.05;
** p < 0.01 compared to control cells. 0
50
100
150
50
100
150
200
220
240
260
280
300
EPA (M)
RGR (%)
MDA
MCF7
**
**
**
*
**
**
**
**
A The relative intensities of band signals were deter-
mined by digital scanning densitometry and b-Actin was
used to normalize the results to protein content. Statistical analysis The data are presented as mean ± SD. Student’s
unpaired t-test was used for comparisons between trea-
ted and control cells and the level of statistical signifi-
cance was set at P < 0.05 and P < 0.01. 0
50
100
150
50
100
150
200
220
240
260
280
300
DHA (M)
RGR (%)
*
**
**
****
**
**
**
**
****
B B Lipid composition analysis Cell lipids were extracted with three different chloro-
form/methanol mixtures (1:1, 1:2 and 2:1, v/v) and parti-
tioned with a theoretical upper phase (chloroform/
methanol/water, 47:48:1, by vol.) and then with water. The organic phase was dried and then suspended in
chloroform/methanol (2:1, v/v) for the analysis of total
and PL fatty acids. For the analysis of EGFR and p-EGFR, cells treated or
not with DHA and EPA were cultured in MFTs supple-
mented with 10 nM EGF (Sigma-Aldrich, St. Louis, MO,
USA) and incubated at 37°C for 15 min of stimulation. Cells were washed twice with ice-cold phosphate-buffered
saline (PBS) and lysed as described above. Equal amounts
of protein (100 μg/lane) from each treatment were sepa-
rated by SDS-PAGE (10% polyacrylamide gel) and trans-
ferred onto a PVDF membrane then blocked in blocking
buffer at room temperature for 1 h. Primary antibodies to
EGFR and p-EGFR were diluted 1:200 in blocking buffer
at room temperature for 2 h and then with an appropriate
secondary antibody at room temperature for 1 h. Parallel Purification of single PL moieties was achieved with
an HPLC-ELSD system (Jasco, Japan) equipped with one
pump, a SCL-10 Advp, a degasser module and a Rheo-
dyne manual injector with 20 μl sample loop and a col-
umn (length 250 mm, I.D 4.6 mm and film thickness
5 μm) packed with silica normal-phase LiChrospher Si
60 (LiChroCART 250-4, Merck, Darmstadt, Germany). The chromatographic separation was achieved with a
linear binary gradient of 0% B to 100% B in 14 min and
then 100% B for 9 min. The total chromatographic run Page 4 of 16 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 The effects of treatment with PUFAs on breast cancer cell
growth * p < 0.05;
** p < 0.01 compared to control cells. From these experiments, we extrapolated the dose to
be used in successive experiments to assess n-3 PUFA
incorporation into cell membrane PLs: 230 μM for EPA,
200 μM for DHA, which correspond to 70~80% viability
for both cell lines, and 200 μM for AA. The effects of treatment with PUFAs on breast cancer cell
growth To evaluate the effects of PUFAs on breast cancer pro-
liferation, cells were incubated for 3 days in medium
supplemented with n-3 and n-6 PUFAs (EPA, DHA and
AA). 0
50
100
150
50
100
150
200
250
300
AA (M)
RGR (%)
**
**
C C The effect on cell viability of MDA-MB-231 and
MCF7 cells was assessed and quantified by the MTT
assay. As shown in Figure 1, cells were treated with var-
ious concentrations of n-3 and n-6 PUFAs in the range
50-300 μM. DHA and EPA induce a dose-dependent reduction of
cell viability at concentrations > 200 μM (Figure 1A and
1B). Figure 1 Effects of PUFA on viability of breast cancer cells. The Figure 1 Effects of PUFA on viability of breast cancer cells. The
effect on cell viability of PUFA in MDA-MB-231 and MCF7 cells is
assessed and quantified by MTT assay. Cells are treated with various
concentrations of EPA (A), DHA (B), and AA (C). Cells are seeded and
cultured for 48 h in a 96-well plate, after this period, the medium is
replaced with fresh medium for treatments with AA, EPA, or DHA
and incubated for further 72 h. The numbers of viable cell exposed
to fatty acids are evaluated by a colorimetric 3-(4,5-dimethylthiazol-
2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay. Data represent
the mean of eight values and results are expressed as Relative
Growth Rate (RGR) in comparison with controls (100%). * p < 0.05;
** p < 0.01 compared to control cells. In contrast, AA (Figure 1C), the major n-6 PUFA, had
no significant effect on MCF7 cell viability. The MCF7
cell line was more resistant than the MDA-MB-231 cell
line to all treatments with PUFAs. effect on cell viability of PUFA in MDA-MB-231 and MCF7 cells is
assessed and quantified by MTT assay. Cells are treated with various
concentrations of EPA (A), DHA (B), and AA (C). Cells are seeded and
cultured for 48 h in a 96-well plate, after this period, the medium is
replaced with fresh medium for treatments with AA, EPA, or DHA
and incubated for further 72 h. The numbers of viable cell exposed
to fatty acids are evaluated by a colorimetric 3-(4,5-dimethylthiazol-
2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay. Data represent
the mean of eight values and results are expressed as Relative
Growth Rate (RGR) in comparison with controls (100%). EPA and DHA alter the EGFR and pEGFR levels in MDA-
MB-231 cells ** p < 0.01 compared to control cells; n = 3 Bcl2 MCF7
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
A MCF7
Bcl2
ȕ-actin
CTR EPA CTR DHA CTR EPA CTR DHA
Procaspase-8 MCF7
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
**
**
ProCASPASE 8
A MCF7
-actin CTR EPA CTR DHA
B MDA-MB-231 CTR EPA CTR DHA
Procaspase-8 MDA-MB-231
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
**
B MDA-MB-231
-actin
ProCASPASE 8
Figure 3 Effects of n 3 PUFAs on caspase 8 expression The CTR EPA CTR DHA
B MDA MB 231
-actin
ProCASPASE 8 Bcl2 MDA-MB-231
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
B MDA-MB-231
CTR EPA CTR DHA
Bcl2
ȕ-actin
Figure 2 Effects of n-3 PUFA on Bcl2 expression. Both cell lines B MDA-MB-231
CTR EPA CTR DHA
Bcl2
ȕ-actin B Procaspase-8 MDA-MB-231
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
** Bcl2 MDA-MB-231
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT Figure 3 Effects of n-3 PUFAs on caspase-8 expression. The Figure 3 Effects of n-3 PUFAs on caspase-8 expression. The
determination of the integrity of the procaspase-8 after treatment
with DHA (200 μM) and EPA (230 μM) for 72 h was assessed in
both cell lines. A: MCF7 cells treated with DHA (200 μM) or EPA
(230 μM) for 72 h. B: MDA-MB-231 cells treated with DHA (200 μM)
or EPA (230 μM) for 72 h. Semi-quantitative analysis performed by
plate scanning. b-actin was used to normalize results of protein
content. ** p < 0.01 compared to control cells; n = 3 Figure 3 Effects of n-3 PUFAs on caspase-8 expression. The
determination of the integrity of the procaspase-8 after treatment
with DHA (200 μM) and EPA (230 μM) for 72 h was assessed in
both cell lines. A: MCF7 cells treated with DHA (200 μM) or EPA
(230 μM) for 72 h. B: MDA-MB-231 cells treated with DHA (200 μM)
or EPA (230 μM) for 72 h. Semi-quantitative analysis performed by
plate scanning. b-actin was used to normalize results of protein
content. ** p < 0.01 compared to control cells; n = 3 Figure 3 Effects of n-3 PUFAs on caspase-8 expression. The
determination of the integrity of the procaspase 8 after treatment Figure 2 Effects of n-3 PUFA on Bcl2 expression. EPA and DHA alter the EGFR and pEGFR levels in MDA-
MB-231 cells Both cell lines
were treated with DHA (200 μM) or EPA (230 μM) for 72 h. Control
and treated cell lysates are separated on 10% SDS-PAGE and
transferred to PVDF membrane. The expression of the anti-apoptotic
protein Bcl2 was assessed by western blot and semi-quantitative
analysis performed by plate scanning. b actin was used to normalize
results of protein content. A: MCF7 cells, B MDA-MB-231 cells. of EGF. EPA did not modify EGFR expression in breast
cancer cells; while EGF stimulation significantly increase
EGFR phosphorylation to about 140%; co-treatment
with EPA/EGF significantly inhibit EGFR activation
down to about 40% compared to control non stimulated
cells (Figure 4A). As shown in Figure 4B, DHA significantly reduces the
EGFR level (70%) compared to control cells and com-
pletely inhibit EGFR activation in cells treated with
DHA or DHA/EGF. mitogenic signals to downstream target signalling cas-
cades that involve cell survival and proliferation, such as
phosphatidylinositol 3-kinase (PI3K)/Akt, mitogen-acti-
vated protein kinase (MAPK) and signal transducer and
activator of transcription 3 (STAT3) [29]. In human breast cancer cell lines, such as MDA-MB-
231, the EGFR level is elevated compared with that in
other breast cancer cells, such as MCF7 [30]; for this
reason, we have studied the effects of DHA and EPA on
EGFR activity mainly in MDA-MB-231 cells. EPA and DHA alter the EGFR and pEGFR levels in MDA-
MB-231 cells Furthermore, apoptosis involves the activation of pro-
caspase-8 (55 kDa) by its cleavage to caspase-8 (18
kDa); this smaller protein together with caspase-3 med-
iates the rapid dismantling of cellular organelles and
architecture [28]. EGFR is usually activated in response to extracellular
ligands (EGF) by its phosphorylation; ligand binding
leads to homo- or heterodimerization with another
ligand-bound ErbB receptor, and transmits extracellular Page 5 of 16 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Bcl2 MCF7
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
Bcl2 MDA-MB-231
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
A MCF7
Bcl2
ȕ-actin
B MDA-MB-231
CTR EPA CTR DHA
Bcl2
ȕ-actin
CTR EPA CTR DHA
Figure 2 Effects of n-3 PUFA on Bcl2 expression. Both cell lines
were treated with DHA (200 μM) or EPA (230 μM) for 72 h. Control
and treated cell lysates are separated on 10% SDS-PAGE and
transferred to PVDF membrane. The expression of the anti-apoptotic
protein Bcl2 was assessed by western blot and semi-quantitative
analysis performed by plate scanning. b actin was used to normalize
results of protein content. A: MCF7 cells, B MDA-MB-231 cells. CTR EPA CTR DHA
Procaspase-8 MCF7
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
**
**
CTR EPA CTR DHA
Procaspase-8 MDA-MB-231
0
20
40
60
80
100
120
EPA
DHA
CTR
TREATMENT
**
B MDA-MB-231
-actin
ProCASPASE 8
ProCASPASE 8
A MCF7
-actin
Figure 3 Effects of n-3 PUFAs on caspase-8 expression. The
determination of the integrity of the procaspase-8 after treatment
with DHA (200 μM) and EPA (230 μM) for 72 h was assessed in
both cell lines. A: MCF7 cells treated with DHA (200 μM) or EPA
(230 μM) for 72 h. B: MDA-MB-231 cells treated with DHA (200 μM)
or EPA (230 μM) for 72 h. Semi-quantitative analysis performed by
plate scanning. b-actin was used to normalize results of protein
content. Total fatty acid profile after treatment with PUFA y
p
Treatment with AA, EPA or DHA alters the FA profile
in MDA-MB-231 and MCF7 cells compared with con-
trol cells (Table 1). Treatment of both cell lines with AA resulted in a sig-
nificant increase of AA content in total cell lipids, from
14.40% to 46.85% in MDA-MB-231 and from 12.73% to Figure 4 reports the effects of EPA and DHA treat-
ments on expression and activation of EGFR in presence Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Page 6 of 16 EGFR
0
50
100
CTR
EPA
EGF
EGF/EPA
EGFR
0
50
100
CTR
DHA
EGF
EGF/DHA
**
p-EGFR
0
50
100
150
CTR
EPA
EGF
EGF/EPA
*
**
p-EGFR
0
50
100
150
CTR
DHA
EGF
EGF/DHA
*
EGF
CTR
DHA
DHA/EGF
B
pEGFR
EGFR
-actin
CTR
EGF EPA/EGF
EPA
pEGFR
EGFR
-actin
A
Figure 4 EGFR expression and EGF stimulation (p-EGFR) in MDA-MB-231 breast cancer cells after n-3 PUFAs treatment. A: MDA-MB-231
treated with 230 μM EPA for 72 h, lane 1 control, lane 2 230 μM EPA, lane 3 EGF, lane 4 EGF+EPA. B: MDA-MB-231 treated with 200 μM DHA
for 72 h, lane 1 control, lane 2 200 μM DHA, lane 3 EGF, lane 4 EGF+DHA. The relative intensities of band signals, reported in graphics, are
determined by digital scanning densitometry. b-actin was used to normalize results of protein content. * p < 0.05; ** p < 0.01 compared to
control cells; n = 3. A B p-EGFR
0
50
100
150
CTR
DHA
EGF
EGF/DHA
* p-EGFR
0
50
100
150
CTR
EPA
EGF
EGF/EPA
*
** Figure 4 EGFR expression and EGF stimulation (p-EGFR) in MDA-MB-231 breast cancer cells after n-3 PUFAs treatment. A: MDA-MB-231
treated with 230 μM EPA for 72 h, lane 1 control, lane 2 230 μM EPA, lane 3 EGF, lane 4 EGF+EPA. B: MDA-MB-231 treated with 200 μM DHA
for 72 h, lane 1 control, lane 2 200 μM DHA, lane 3 EGF, lane 4 EGF+DHA. The relative intensities of band signals, reported in graphics, are
determined by digital scanning densitometry. b-actin was used to normalize results of protein content. * p < 0.05; ** p < 0.01 compared to
control cells; n = 3. Total fatty acid profile after treatment with PUFA Table 1 Total fatty acid composition of PUFA-treated breast cancer cells
MDA-MB-231
MCF-7
CTR
AA
EPA
DHA
CTR
AA
EPA
DHA
C:16:0
13.91 ± 2.19
13.48 ± 2.91
6.57 ± 0.91**
8.66 ± 1.25**
16.03 ± 4.06
15.52 ± 1.56
14.7 ± 1.76**
11.14 ± 3.59
C 16:1
1.61 ± 0.85
1.19 ± 0.87
0.87 ± 0.58**
0.77 ± 0.42*
8.25 ± 3.27
2.97 ± 0.86**
3.95 ± 0.54**
2.94 ± 1.53**
C 18:0
17.57 ± 1.97
10.46 ± 2.05*
5.15 ± 1.03**
6.39 ± 1.30**
14.83 ± 1.58
15.73 ± 1.76
10.41 ± 2.49**
9.46 ± 0.89**
C 18:1
26.14 ± 4.74
15.91 ± 4.21*
8.15 ± 0.95**
9.65 ± 1.29**
30.14 ± 2.91
12.12 ± 1.19**
12.21 ± 1.94**
9.77 ± 1.12**
C 18:2
6.05 ± 2.38
3.07 ± 0.65**
2.38 ± 0.17**
2.46 ± 0.32**
4.23 ± 0.73
2.48 ± 1.27**
2.26 ± 0.42**
1.66 ± 0.21**
C 18:3
1.54 ± 4.10
0.68 ± 0.37
0.22 ± 0.16
0.32 ± 0.10**
1.32 ± 0.87
0.96 ± 0.53*
0.59 ± 0.36*
0.63 ± 0.61*
C 20:3
1.64 ± 0.21
1.60 ± 0.10
0.72 ± 0.37**
1.18 ± 0.70*
2.41 ± 0.67
1.28 ± 0.11**
0.67 ± 0.09**
0.78 ± 0.16**
C 20:4 (AA)
14.40 ± 2.92
46.85 ± 10.48*
2.56 ± 0.87**
3.91 ± 0.50**
12.73 ± 2.90
44.26 ± 3.80**
3.13 ± 0.57**
3.20 ± 0.55**
C 20:5 (EPA)
2.42 ± 0.70
0.70 ± 0.23**
38.75 ± 3.52**
1.98 ± 0.43
3.22 ± 0.98
0.74 ± 0.75**
34.16 ± 3.89**
4.90 ± 0.51**
C 22:5 (DPA)
7.04 ± 1.10
3.61 ± 0.44**
33.30 ± 1.83**
2.94 ± 0.62**
1.10 ± 0.71
1.29 ± 0.45
15.80 ± 3.32**
0.96 ± 0.14
C 22:6 (DHA)
7.68 ± 1.55
2.45 ± 0.60**
1.29 ± 0.35**
61.76 ± 3.93**
5.73 ± 2.36
2.65 ± 0.68**
2.12 ± 0.31**
54.55 ± 6.02**
SFA
33.35 ± 5.50
23.94 ± 4.88*
11.76 ± 1.90**
15.05 ± 2.52**
30.86 ± 3.21
31.24 ± 2.89
25.11 ± 3.81**
20.60 ± 4.18**
MUFA
27.74 ± 4.69
17.10 ± 4.61*
9.01 ± 0.82**
10.41 ± 1.06**
38.39 ± 4.36
15.09 ± 1.62**
16.16 ± 2.02**
12.71 ± 2.27**
n-3 PUFA
18.68 ± 3.93
7.44 ± 0.56**
73.56 ± 3.16**
67.00 ± 3.45**
11.37 ± 3.71
5.63 ± 1.58**
52.67 ± 6.24**
61.05 ± 5.96**
n-6 PUFA
22.09 ± 3.15
51.52 ± 9.81**
5.67 ± 1.37**
7.55 ± 0.70**
19.38 ± 3.58
48.03 ± 4.00**
6.06 ± 0.76**
5.64 ± 0.59**
Breast cancer cells were treated with solvent (ethanol) as control, AA (20:4, n-6), EPA (20:5, n-3), and DHA(22:6, n-3). Discussion After treatment with AA, the content of this n-6
PUFA was increased significantly in PE and PC in
MDA-MB-231 (Figure 5, Table 2). The treatment
induced a reduction of omega-3 PUFAs, particularly
EPA, that was significantly decreased in all phospholi-
pids but SM; while DHA content was decreased after
AA treatment only in PE and PC, the other two omega-
3 fatty acids namely DPA and ALA (C18:3) were
decreased in all phospholipids but SM. Breast cancer is the leading cause of the death among
women in the world. The principal effective endocrine
therapy for treatment on this type of cancer is anti-
estrogens, but therapeutic choices are limited for estro-
gen receptor (ER) negative tumor, which are more
aggressive. Moreover the development of ER positive
cancer cells that are resistant to chemotherapeutic
agents is a major factor responsible to the successful
treatment of breast cancer. This is a strong input to dis-
cover new approaches in vitro. Incubation with EPA caused an increase of EPA con-
tent in all PLs in MDA-MB-231 cells. In particular, the
incorporation of EPA was different in relation to the PL
moiety with highest levels of incorporation in PI and
PC. There was a decrease of monounsaturated FA in PE
and PC, and a significant increase of polyunsaturated
FA in PI and PC. Furthermore, an increase of DPA con-
tent was found in all PLs, especially PC. The content of
AA was significantly decreased in all phospholipids but
SM. Several epidemiologic and clinical studies have shown
that n-3 PUFAs are able to provide beneficial effects in
a wide variety of pathologies ranging from autoimmune
and inflammatory diseases to neurological and psychia-
tric disorders and, in particular, to several types of
malignancy, including ovarian, pancreatic, prostate,
renal, colorectal and breast cancer [31-33]. This study was prompted by the observation that
MDA-MB-231 and MCF7 breast cancer cell lines showed
a significant reduction in cell number following treat-
ment with n-3 PUFAs. The same conclusion is not possi-
ble for the AA incubation. We hypothesize that this
reduction in cell number results from both proliferation
reduction and induction of apoptosis. Apoptosis is a
genetically controlled form of cell death that is conserved
from worms to humans. Deregulation of apoptosis is a
hallmark of all cancer cells and the agents that activate
apoptosis in cancer cells could be considered as anti-
cancer therapeutics [34]. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Page 7 of 16 Page 7 of 16 PC. The concentration of DHA was significantly
decreased in PE and PI, whereas the AA content was
significantly reduced in PE, and PI. 44.26% in MCF7. Furthermore, the data for MDA-MB-
231 show a significant decrease of EPA, docosapentae-
noic acid (DPA) and DHA, whereas the data for MCF7
cells show a significant reduction of only EPA and DHA. The exposure of MCF7 cells to DHA determined a
significant increase of DHA in all PLs, but not in SM,
and of EPA content in PE, PI, and PC, whereas the con-
tent of AA was significantly reduced only in PE, PI and
PS. When both cell lines were treated with EPA, the con-
tent of this FA in total cell lipids was increased signifi-
cantly and we observed a significant reduction of AA. Unexpectedly, we found an increase of DPA content,
indicating that EPA is incorporated into cells and is
further metabolized by elongation. Also in these cells a significant decrease of monounsa-
turated fatty acids is always present when the cells are
treated with n-6 and n-3 PUFAs; while saturated fatty
acids are in most cases constant. The treatment with DHA determines a significant
increase of DHA content in both cell lines and an
increase of EPA content in MCF7, probably due to a
retro conversion; a significant reduction of AA content
was also measured. Moreover also 18:2, 18:3 (n-3) and 20:3 (n-6) are sig-
nificantly decrease after PUFA treatment. As far as phospholipids content concerns, it is worth
noting the significant decrease of SM content (from
11.32% to 9.02%, data not shown) in MCF7 after treat-
ment with DHA even if, sphingomyelin is the phospholi-
pid less influenced in its fatty acid composition by
PUFA treatment. The other treatments did not modify
the distribution of PL in both cell lines. Effects of treatment with PUFAs on PL composition in
breast cancer cells Table 2 and 3 give the fatty acid composition of specific
PLs in MDA-MB-231 and MCF7 cells treated with n-3
or n-6 PUFAs; to simplify the tables SD, are reported as
plain numbers above the bold mean value. Total fatty acid profile after treatment with PUFA Fatty acid composition was analyzed and expressed as percentage of total fatty acids (mean ± SD). Asterisks indicate the significant differences between treated- and control cells (n=10, *P < 0.05; **P < 0.01). Table 1 Total fatty acid composition of PUFA-treated breast cancer cells
MDA-MB-231 Discussion In some mammalian cells,
apoptosis can be triggered by members of the Fas/TNF
receptor family. When activated by receptor aggregation, After treatment of MDA-MB-231 cells with DHA, the
content of this fatty acid was significantly increased in
all cell membrane PLs, but not in SM. We measured a significant decrease of the content of
EPA in PE, PS, PI and PC. The concentration of AA
was significantly reduced in PE and PI and SM as the
result of treatment with DHA. In MCF7 cells (Figure 6, Table 3), the treatment with
AA induced a significant increase of this fatty acid in all
PLs, except in SM; a significant reduction of EPA and of
DHA in PE, PI, PS and PC was also measured. Discussion PE MDA
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
*
*
PE MDA
0
10
20
30
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
PI MDA
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
*
PI MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
PS MDA
0
10
20
30
40
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
PS MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
PC MDA
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
PC MDA
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
SM MDA
0
2
4
6
8
10
12
14
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
SM MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
Figure 5 Content of AA (C20:4), EPA (C20:5), DPA (20:6), DHA (C22:6), SFA and MUFA in PLs of MDA-MB-231 cells treated with
LCPUFAs. MDA-MB-231 cells were treated with AA, EPA, and DHA. Purification of single PL moieties was achieved with an HPLC-ELSD system. PL fatty acids were determined as methyl esters by gas chromatography (GC). Data are reported as percentage of total fatty acids. Controls are
not exposed to any exogenous fatty acids. * p < 0.01; n = 3. Discussion After treatment with EPA, the EPA and DPA content
was significantly increased, especially in PE, PI, PS and MDA MB 231
C20:5
C22:5
C22:6
SFA
MUFA
PUFA
n-6 PUFA
n-3 PUFA
Omega-6/Omega-3
AA/EPA
AA/DHA
3.65
6.14
7.85
24.71
18.90
53.34
35.08
18.26
1.95
8.96
3.93
0.90
1.01
1.06
3.16
2.80
4.03
3.42
2.01
0.30
2.99
0.79
0.66*
3.75*
3.09*
28.76*
16.93*
51.08*
43.39*
7.70*
5.69*
81.49*
13.38*
0.49
0.74
0.45
1.73
0.52
0.89
1.16
0.80
0.61
37.02
1.79
22.52*
18.86*
1.62*
26.09
14.23*
53.96
10.63*
43.34*
0.25*
0.36*
5.10
1.33
2.80
0.26
5.28
1.07
3.47
1.13
3.78
0.04
0.07
1.14
2.10*
2.26*
42.31*
26.31
10.57*
56.55
13.46*
47.24*
0.26*
6.41
0.25*
0.71
0.45
3.04
5.38
1.95
7.81
3.21
2.96
0.01
3.60
0.02
1.44
4.65
3.98
40.05
14.35
41.67
30.34
11.33
3.23
22.84
8.98
0.65
1.12
1.74
5.37
5.32
5.09
6.33
3.34
1.68
11.79
9.39
0.40*
2.16*
2.94
41.95
15.26
37.99
32.11
5.87*
5.51*
75.95*
10.23
0.04
0.15
0.36
3.09
2.39
2.53
2.70
0.40
0.69
15.180
1.75
14.30*
16.40*
1.32*
30.55*
15.93
48.87*
15.02*
33.85*
0.45*
0.84*
10.35
5.28
4.92
0.74
2.27
6.31
6.89
2.60
5.10
0.07
0.15
6.91
0.96*
2.55*
20.43*
42.96
13.89
39.71
16.48*
22.57*
0.81*
10.77*
0.53*
0.24
0.36
2.58
8.07
4.59
6.02
6.13
4.12
0.48
3.14
0.15
2.50
5.74
7.52
32.40
24.94
38.00
20.12
16.73
1.25
6.03
1.90
1.20
1.69
3.71
9.19
7.87
11.64
10.49
4.72
0.68
3.59
1.64
0.41*
1.82*
6.07
34.38
29.80
26.37*
17.81
8.56*
2.12*
47.07*
2.86
0.23
0.63
1.75
3.20
3.57
4.01
4.27
0.98
0.70
29.02
1.92
16.53*
23.17*
2.48*
27.92
19.97
48.44
10.06*
38.38*
0.29*
0.48*
2.18
0.34
7.45
0.59
13.86
4.06
13.24
4.27
12.21
0.14
0.27
0.83
1.23*
2.41*
30.84*
36.77
12.26*
45.48
10.63
34.49*
0.32*
9.65
0.33*
0.40
0.83
8.78
17.15
3.15
11.23
3.27
8.40
0.09
3.81
0.05
1.20
1.88
2.29
37.73
38.64
22.62
16.04
6.58
2.50
7.50
3.86
0.44
0.64
0.72
3.25
3.55
2.82
2.26
1.15
0.47
3.56
1.43
0.10*
1.45*
1.33*
38.50
24.87*
34.80*
31.29*
3.51*
8.89*
277.85*
18.21*
0.01
0.23
0.28
1.43
2.03
3.27
3.13
0.15
0.56
34.12
2.17
15.71*
14.26*
1.36
34.14
22.36*
40.96*
8.77*
32.17*
0.28*
0.24*
3.42
2.09
5.43
0.93
4.74
1.92
6.92
0.36
6.75
0.05
0.04
1.29
1.78*
1.80
23.90*
37.41
20.77*
39.77*
11.80*
27.96*
0.43*
4.12*
0.33*
0.45
0.66
4.15
4.53
1.62
3.56
0.42
3.75
0.08
0.54
0.09
ttp://www.lipidworld.com/content/10/1/73 p
p 1.34
11.07
1.73
0.45
7.33
0.83
1.76*
30.33*
1.86
0.23
10.50
0.26
0.90
1.78*
3.47
0.45
0.83
2.00
0.79*
5.76*
0.70*
0.37
3.21
0.37
http://www.lipidworld.com/content/10/1/73 p MCF7
C20:5
C22:5
C22:6
SFA
MUFA
PUFA
n-6 PUFA
n-3 PUFA
Omega-6/Omega-3
AA/EPA
AA/DHA
5.28
0.72
5.71
29.77
27.73
42.50
30.09
12.41
2.47
4.75
4.58
0.69
0.56
1.37
1.86
3.83
3.88
2.66
1.96
0.37
0.50
1.04
0.70*
1.03
2.56*
41.68*
9.57*
48.75*
44.19*
4.57*
9.97*
76.64*
17.85*
0.47
0.39
0.81
1.44
1.57
2.19
1.94
0.86
1.80
30.68
5.10
33.91*
7.68*
1.07*
36.87*
10.77*
52.36*
9.40*
42.96*
0.23*
0.22*
5.42
4.88
2.26
0.50
1.58
4.00
5.13
1.76
6.77
0.08
0.06
0.45
9.45*
0.52
36.92*
34.65*
8.33*
57.02*
9.73*
47.30*
0.21*
0.71*
0.19*
2.19
0.33
7.43
4.38
2.66
6.35
1.95
6.27
0.05
0.13
0.08
2.22
1.64
8.99
42.79
20.65
36.56
23.02
13.54
1.80
8.04
1.84
1.65
1.00
3.07
5.35
7.91
7.50
4.66
3.77
0.47
4.32
1.20
0.96*
1.52
2.83*
43.44
7.83*
48.73*
43.12*
5.61*
8.34*
69.09*
23.36*
0.80
1.41
1.77
2.35
4.03
2.81
3.70
1.65
2.63
49.53
17.92
24.41*
8.60*
2.13*
41.84
8.51*
49.65*
14.07*
35.57*
0.40*
0.44*
4.76
4.29
1.69
2.18
1.73
2.04
2.96
1.61
3.59
0.08
0.10
3.02
7.71*
0.87*
26.82*
33.66*
14.77*
51.57*
15.26*
36.31*
0.43*
1.16*
0.31*
3.67
0.76
6.04
6.91
5.63
7.46
5.64
5.29
0.19
0.48
0.17
3.18
2.19
6.14
35.75
31.45
32.81
20.43
12.37
1.83
5.17
2.49
1.91
2.00
3.36
8.35
8.32
8.96
7.21
4.27
0.84
4.46
1.57
1.21*
1.69
3.18*
41.78*
14.89*
43.33*
36.80*
6.53*
6.49*
38.97*
12.22*
0.63
2.12
1.47
5.84
7.35
9.32
10.79
2.15
3.45
31.62
6.48
33.04*
8.11*
3.05
36.93
8.37*
54.70*
10.25*
44.45*
0.22*
0.22*
4.62
12.94
3.14
3.04
11.06
3.52
14.23
3.84
10.79
0.06
0.06
4.12
5.00
1.55
31.06*
34.56
15.35*
50.10*
11.82*
38.28*
0.32*
1.85*
0.22*
2.94
0.59
2.17
6.22
3.88
4.33
5.70
4.53
0.18
1.50
0.12
1.18
0.59
2.23
34.93
49.35
15.73
10.89
4.83
2.61
5.70
3.91
0.62
0.92
2.01
3.83
4.82
5.01
2.61
2.95
0.85
3.65
3.51
0.19*
0.29
1.21*
39.16*
21.65*
39.19*
37.11*
2.08*
18.12*
222.12*
30.38*
0.10
0.07
0.33
0.63
1.61
1.91
1.61
0.33
2.44
100.56
8.64
20.12*
1.75
1.07
41.95*
27.66*
35.69*
6.92*
23.48*
0.34*
0.21*
4.37
8.27
1.39
0.63
0.91
6.34
0.53
1.68
9.30
0.17
0.10
2.54
10.01*
0.39
21.34*
39.03*
18.62*
42.35*
9.93
32.42*
0.32*
0.51*
0.26*
1.36
0.20
5.63
4.11
5.19
6.44
1.47
6.01
0.07
0.06
0.08 1.60
4.45
6.27
1.01
4.12
7.52
1.50
6.56
3.41
0.48
5.17
1.33
0.59*
1.49*
0.74*
0.22
0.52
0.37
0.94
4.00
1.05*
0.41
2.60
0.47
http://www.lipidworld.com/content/10/1/73 p
p Corsetto et al. Discussion Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Page 12 of 16 PE MDA
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
*
*
PE MDA
0
10
20
30
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
PI MDA
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
*
PI MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
PS MDA
0
10
20
30
40
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
PS MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
PC MDA
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
PC MDA
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
SM MDA
0
2
4
6
8
10
12
14
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
SM MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
Figure 5 Content of AA (C20:4), EPA (C20:5), DPA (20:6), DHA (C22:6), SFA and MUFA in PLs of MDA-MB-231
LCPUFAs. MDA-MB-231 cells were treated with AA, EPA, and DHA. Purification of single PL moieties was achieved with an H
PL fatty acids were determined as methyl esters by gas chromatography (GC). Data are reported as percentage of total fatty
not exposed to any exogenous fatty acids. * p < 0.01; n = 3. Discussion PE MCF7
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
PE MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
*
*
PI MCF7
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
*
PI MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
PS MCF7
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
PS MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
PC MCF7
0
10
20
30
40
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
PC MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
*
*
SM MCF7
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
SM MCF7
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
*
Figure 6 Content of AA (C20:4), EPA (C20:5), DPA (20:6), DHA (C22:6), SFA and MUFA in PLs of MCF7 cells treated w
cells were treated with AA, EPA, and DHA. Purification of single PL moieties was achieved with an HPLC-ELSD system. PL fat
determined as methyl esters by gas chromatography (GC). Data are reported as percentage of total fatty acids. Controls are
exogenous fatty acids. * p < 0.01; n = 3. Discussion PE MDA
0
10
20
30
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
* PI MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
* PI MDA
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
* PS MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
* PS MDA
0
10
20
30
40
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
* PC MDA
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
* PC MDA
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
* SM MDA
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
* SM MDA
0
2
4
6
8
10
12
14
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
* Figure 5 Content of AA (C20:4), EPA (C20:5), DPA (20:6), DHA (C22:6), SFA and MUFA in PLs of MDA-MB-231 cells treated with
LCPUFAs. MDA-MB-231 cells were treated with AA, EPA, and DHA. Purification of single PL moieties was achieved with an HPLC-ELSD system. PL fatty acids were determined as methyl esters by gas chromatography (GC). Data are reported as percentage of total fatty acids. Controls are
not exposed to any exogenous fatty acids. * p < 0.01; n = 3. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Discussion Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Page 13 of 16 PE MCF7
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
PE MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
*
*
PI MCF7
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
*
*
*
*
PI MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
PS MCF7
0
10
20
30
40
50
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
*
PS MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
PC MCF7
0
10
20
30
40
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
*
*
*
*
PC MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
*
*
SM MCF7
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
*
SM MCF7
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
*
Figure 6 Content of AA (C20:4), EPA (C20:5), DPA (20:6), DHA (C22:6), SFA and MUFA in PLs of MCF7 cells treated with LCPUFAs. MCF7
cells were treated with AA, EPA, and DHA. Purification of single PL moieties was achieved with an HPLC-ELSD system. PL fatty acids were
determined as methyl esters by gas chromatography (GC). Data are reported as percentage of total fatty acids. Controls are not exposed to any
exogenous fatty acids. * p < 0.01; n = 3. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Page 14 of 16 Fas and TNFR1 induce the activation of a set of cysteine
proteases called caspases. Studies designed to elucidate
the mechanism(s) by which Fas and TNFR1 stimulation
lead to caspase activation are underway. In the case of
Fas, receptor aggregation by the Fas ligand induces the
formation of a death-inducing signalling complex (DISC)
of proteins comprising Fas itself, the adaptor protein
FADD and the inactive zymogen form of caspase-8. Shortly after formation of the DISC, procaspase-8 is
cleaved and the active protease is released. Once acti-
vated, caspase-8 is thought to activate other downstream
caspases by proteolytic cleavage of their zymogen forms,
thus amplifying the caspase signal [35]. Our results
demonstrate the activation of caspase-8 in response to
incubation with n-3 PUFAs by a reduction of the levels
of its zymogen form in both cell lines. In many cells,
over-expression of either Bcl2 or Bcl-xl inhibits apopto-
sis, affecting the release of cyt-c and apoptosis-inducing
factor (AIF) from the mitochondrial intramembrane
space to the cytosol. Once released, AIF is translocated
to the nucleus where it is capable of inducing nuclear
chromatin condensation and large-scale DNA fragmenta-
tion that mediates a caspase-independent mitochondrial
apoptotic pathway [36]. Cyt-c, together with dATP, binds
to apoptotic proteinase activating factor-1 (Apaf-1) and
this complex promotes procaspase-9 autoactivation. The
active forms of caspase-8 and caspase-9 might activate
the downstream effectors caspase-3, -6 and -7, resulting
in the cleavage of crucial cellular proteins and apoptosis. We have observed a significant difference in the amount
of Bcl2 present in the DHA-treated MDA-MB-231 cells
and EPA-treated MCF7 cells compared to the control
group. The absence of Bcl2 when compared to the con-
trol is suggestive that the cell might be more likely to
proceed to apoptosis. The entire mechanism by which n-3 PUFAs exert
their beneficial effects is not fully understood. We have
hypothesized that the induction of apoptosis, the reduc-
tion of cell proliferation and the inhibition of EGFR
activity by these fatty acids might be the consequences
of cell membrane alterations induced by FA. Our data
indicate that EPA and DHA are incorporated in breast
cancer membrane. In particular the EPA treatment
determines an increase of EPA and DPA content, and a
reduction of SFA, MUFA and n-6 PUFA concentration
in both cell lines. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 This suggests an incorporation of EPA
which is further metabolised. In fact, EPA is converted
to 22:5 n-3 (DPA) by elongase (Elovl)-5 and then by
Elovl-2 to 24:5, n-3. The next step requires desaturation
of 24:5 by Δ6 desaturase to produce 24:6, n-3. This pro-
duct is translocated from the endoplasmic reticulum to
the peroxisome, where the b oxidation pathway involves
acyl chain shortening of C2 to produce DHA [40]. y
g
p
Also DHA incubation determines an increase of EPA, of
DHA, and in general of the unsaturation degree in both
cell lines. We have also observed that PUFAs are incorpo-
rated into the breast cancer membrane with different spe-
cificity for each PL moiety. The enrichment is significant,
especially in PE, PI and PC. The transbilayer distribution
of lipids across biological membranes is asymmetric. The
choline-containing lipids PC and SM are enriched primar-
ily on the external leaflet of the plasma membrane or
the topologically equivalent luminal leaflet of internal
organelles. In contrast, the amine-containing glyceropho-
spholipids PE and PS are located preferentially on the
cytoplasmic leaflet. Other minor PLs, such as phosphatidic
acid (PA), PI and phosphatidylinositol-4,5-bisphosphate
(PIP2) are also enriched on the cytofacial side of the mem-
brane. Specific alterations of the molecular composition of
the plasma membrane occur during apoptosis. Hence,
cells undergoing apoptosis express signals, including lipids,
proteins and modified sugar moieties that facilitate recog-
nition and ingestion by macrophages. Loss of transmem-
brane PL asymmetry, with consequent exposure of PS in
the external monolayer, occurs in both normal and patho-
logic conditions. PS externalization is induced early in the
process of apoptosis. On the basis of our findings, the data
suggest that the incorporation of n-3 PUFAs is mainly
into cytofacial leaflet PLs, altering the membrane environ-
ment to impact on the activation of cell signalling. More-
over, a significant decrease of SM was evident in cells
treated with DHA. EGFR is an interesting target for tumour therapy,
because it is over-expressed in many human tumours
such as lung and breast cancers [37]. MDA-MB-231
cells express high levels of EGFR and are a good model
to study EGFR modulation by n-3 PUFAs. This receptor
is a member of the ErbB receptor tyrosine kinase family,
which consists of EGFR (or HER1 or ErbB1), HER2/
ErbB2, HER3/ErbB3 and HER4/ErbB. Discussion PI MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
* PS MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
* PC MCF7
0
10
20
30
40
50
SFA
MUFA
CTR
AA
EPA
DHA
*
*
*
*
*
* SM MCF7
0
10
20
30
40
50
60
SFA
MUFA
CTR
AA
EPA
DHA
*
* SM MCF7
0
10
20
30
C20:4
C20:5
C 22:5
C 22:6
CTR
AA
EPA
DHA
*
* Figure 6 Content of AA (C20:4), EPA (C20:5), DPA (20:6), DHA (C22:6), SFA and MUFA in PLs of MCF7 cells treated with LCPUFAs. MCF7
cells were treated with AA, EPA, and DHA. Purification of single PL moieties was achieved with an HPLC-ELSD system. PL fatty acids were
determined as methyl esters by gas chromatography (GC). Data are reported as percentage of total fatty acids. Controls are not exposed to any
exogenous fatty acids. * p < 0.01; n = 3. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 References 1. Bartsch H, Nair J, Owen RW: Dietary polyunsaturated fatty acids and
cancers of the breast and colorectum: emerging evidence for their role
as risk modifiers. Carcinogenesis 1999, 20:2209-18. 1. Bartsch H, Nair J, Owen RW: Dietary polyunsaturated fatty acids and
cancers of the breast and colorectum: emerging evidence for their role
as risk modifiers. Carcinogenesis 1999, 20:2209-18. Moreover PUFA incorporation induces an alteration
of SFA, MUFA and PUFA content in membrane phos-
pholipids; these data suggest a metabolic rearrangement
in cells in order to try to balance the ratio between satu-
rated and unsaturated fatty acids. 2. Rose DP, Connolly JM: Omega-3 fatty acids as cancer chemopreventive
agents. Pharmacol Ther 1999, 83:217-44. 3. Hardman WE: Omega-3 fatty acids to augment cancer therapy. J Nutr
2002, 132:3508S-12S. 4. Lee CY, Sit WH, Fan ST, Man K, Jor IW, Wong LL, Wan ML, Tan-Un KC,
Wan JM: The cell cycle effects of docosahexaenoic acid on human
metastatic hepatocellular carcinoma proliferation. Int J Oncol 2010,
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Wan JM: The cell cycle effects of docosahexaenoic acid on human
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36(4):991-8. In addition membranes constitute a meeting point for
lipids and proteins. Thousands of cellular proteins inter-
act with membranes in different ways, for example inte-
gral (transmembrane, as EGFR) proteins are embedded
in the lipid bilayer and their activity is sensitive to
changes in the lipid environment. Recently, multiple stu-
dies demonstrated very rapid ERa actions at level of the
plasma membrane [45]. O’Malley and collaborators have
demonstrated that ERa on the membrane initially acti-
vates cytoplasmic kinases, which in turn phosphorylate
and activate coactivators proteins in the cytoplasm. These coactivators then travel to the nucleus and modu-
late ERa-mediated transcriptional events [46]. 5. Habermann N, Schön A, Lund EK, Glei M: Fish fatty acids alter markers of
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2010, 15:621-630. 6. Larsson SC, Kumlin M, Ingelman-Sundberg M, Wolk A: Dietary long-chain
n-3 fatty acids for the prevention of cancer: a review of potential
mechanisms. Authors’ contributions PAC carried out cell treatments, MTT tests, WB assays and drafted the
manuscript, GM performed lipid analysis, SZ was responsible for cell cultures,
IEJ performed lipid analysis, AC performed lipid analysis, BB Coordinated the
study, AMR conceived and designed the study, performed analysis and
interpretation of data and drafted the manuscript. PAC carried out cell treatments, MTT tests, WB assays and drafted the
manuscript, GM performed lipid analysis, SZ was responsible for cell cultures,
IEJ performed lipid analysis, AC performed lipid analysis, BB Coordinated the
study, AMR conceived and designed the study, performed analysis and
interpretation of data and drafted the manuscript. All authors have read and approved the final manuscript. References Am J Clin Nutr 2004, 79:935-945. 7. Serini S, Piccioni E, Merendino N, Calviello G: Dietary polyunsaturated fatty
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the permeability, the flip-flop process and the fluidity of
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proteins. This hypothesis will be investigated in our
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expression and arrests cell cycle progression in human leukemic K-562
cells. Int J Oncol 2001, 19:845-9. Acknowledgements This paper is dedicated to the memory of Prof. Bruno Berra, who dedicated
his life to the biochemistry of lipids. This paper is dedicated to the memory of Prof. Bruno Berra, who dedicated
his life to the biochemistry of lipids. Financial support to Dr Angela M. Rizzo came from VI PQ: Nutra Snack
Project and from the Italian Space Agency (ASI). Abbreviations PL: (phospholipid); FA: (fatty acid); PUFA: (polyunsaturated fatty acid); MUFA:
(monounsaturated fatty acid); SFA: (saturated fatty acid); DHA:
(docosahexaenoic acid); EPA: (eicosapentaenoic acid); AA: (Arachidonic acid);
PE: (phosphatidylethanolamine); PI: (phosphatidylinositol); PC:
(phosphatidylcholine); PS: (phosphatidylserine); SM: (sphingomyelin). Competing interests
Th
h
d
l
h The authors declare that they have no competing interests. The authors declare that they have no competing interests. Received: 6 April 2011 Accepted: 12 May 2011 Published: 12 May 2011 Received: 6 April 2011 Accepted: 12 May 2011 Published: 12 May 2011 Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Page 15 of 16 Page 15 of 16 described that are responsible for the ATP-dependent
transport of lipids. The best characterized activity is flip-
pase, which transports PS from the outer monolayer to
the cytoplasmic surface of the plasma membrane and
requires ATP and Mg2+ but its activity is inhibited by
Ca2+. A second ATP-dependent activity, catalysed by flip-
pases, transports lipids in the opposite direction. The
third class of lipid transporter consists of the Ca2+-acti-
vated scramblases that catalyse the PS externalization
[41,42]. Growing evidence indicates that excessive con-
centrations of FA affect cell functions by altering the
activity of various ion transporters and channels, includ-
ing Ca2+. Zhang et al. have found that PUFAs, but not
monounsaturated or saturated FAs, cause [Ca2+]i mobili-
zation in NT2 human tetracarcinoma cells by causing
release of this proton from mitochondria [43]. Further-
more, Djemli-Shipkolye et al. showed that FA modifica-
tions in membranes could be correlated with the
variations observed in the activity of ATPase, for instance
of Mg-ATPase [44]. This effect could influence the flip-
pase and scramblase activities, and thus the transbilayer
lipid asymmetry. Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Ligand binding to
EGFR induces its dimerization with another EGFR or
with other members of the ErbB family, and activates
tyrosine kinase residues on the intracellular domains of
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downstream signalling proteins, triggering signal cas-
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to cell growth, migration and apoptosis resistance
[38,39]. We found that the phosphorylated EGFR levels
are reduced after treatment with n-3 PUFAs (EPA or
DHA) in MDA-MB-231 cells, whereas the EGFR level
was decreased only after incubation with DHA. Once lipid asymmetry has been established, it is main-
tained by a combination of slow transbilayer diffusion,
protein-lipid interactions and protein-mediated trans-
port. The most significant contributors to the mainte-
nance and dissipation of transbilayer lipid asymmetry are
proteins that catalyse the movement of lipids across the
membrane. Two classes of transport activities have been Corsetto et al. Lipids in Health and Disease 2011, 10:73
http://www.lipidworld.com/content/10/1/73 Corsetto et al. Lipids in Health and Disease 2011, 10:73
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